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issue46 2023.12.11-12.17<\/strong><\/p>\n\n\n\n

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AI\u521b\u4f01Runway\u4e8e\u5b98\u7f51\u5ba3\u5e03\u5f00\u5c55\u56f4\u7ed5\u901a\u7528\u4e16\u754c\u6a21\u578b\uff08General World Models\uff09\u7684\u957f\u671f\u7814\u7a76\u5de5\u4f5c\uff0c\u76ee\u6807\u662f\u8868\u73b0\u548c\u6a21\u62df\u4e0e\u73b0\u5b9e\u4e16\u754c\u4e2d\u4e00\u81f4\u7684\u5e7f\u6cdb\u7684\u4e92\u52a8\u3002Runway\u79f0\uff0c\u5176\u76ee\u524d\u7684Gen-2\u7b49\u89c6\u9891\u751f\u6210\u7cfb\u7edf\u53ef\u4ee5\u770b\u4f5c\u662f\u975e\u5e38\u65e9\u671f\u7684\u901a\u7528\u4e16\u754c\u6a21\u578b\uff0c\u5bf9\u7269\u7406\u548c\u8fd0\u52a8\u6709\u4e00\u5b9a\u7684\u4e86\u89e3\uff0c\u4f46\u5728\u5904\u7406\u590d\u6742\u7684\u6444\u50cf\u673a\u6216\u7269\u4f53\u8fd0\u52a8\u7b49\u95ee\u9898\u4e0a\u4ecd\u6709\u56f0\u96be\u3002\u4e3a\u4e86\u5efa\u7acb\u901a\u7528\u7684\u4e16\u754c\u6a21\u578b\uff0cRunway\u6b63\u5728\u8fdb\u884c\u51e0\u9879\u516c\u5f00\u7684\u7814\u7a76\uff0c\u5305\u62ec\u751f\u6210\u73af\u5883\u5730\u56fe\uff0c\u5728\u73af\u5883\u4e2d\u5bfc\u822a\u548c\u4ea4\u4e92\uff0c\u6355\u6349\u4e16\u754c\u548c\u4e16\u754c\u4e2d\u5c45\u6c11\u7684\u52a8\u6001\uff0c\u5efa\u7acb\u903c\u771f\u7684\u4eba\u7c7b\u884c\u4e3a\u6a21\u578b\u7b49\u3002<\/p>\n\n\n\n

12\u65e5\u51cc\u6668\uff0c\u674e\u98de\u98de\u7684\u65af\u5766\u798f\u56e2\u961f\u4e0e\u8c37\u6b4c\u8054\u5408\u53d1\u5e03\u7528\u4e8e\u751f\u6210\u903c\u771f\u89c6\u9891\u7684\u6269\u6563\u6a21\u578bW.A.L.T\uff0c\u57fa\u4e8eTransformer\u8bad\u7ec3\u800c\u6210\uff0c\u652f\u6301\u6587\u751f\u89c6\u9891\u3001\u56fe\u751f\u89c6\u9891\u548c3D\u6444\u50cf\u673a\u8fd0\u52a8\u3002\u636e\u4ecb\u7ecd\uff0c\u8be5\u65b9\u6cd5\u6709\u4e24\u4e2a\u5173\u952e\u7684\u8bbe\u8ba1\uff0c\u4e00\u662f\u4f7f\u7528\u56e0\u679c\u7f16\u7801\u5668\uff0c\u5728\u7edf\u4e00\u7684\u6f5c\u7a7a\u95f4\u5185\u8054\u5408\u538b\u7f29\u56fe\u50cf\u548c\u89c6\u9891\uff0c\u4ece\u800c\u5b9e\u73b0\u8de8\u6a21\u6001\u7684\u8bad\u7ec3\u548c\u751f\u6210\uff1b\u4e8c\u662f\u4e3a\u4e86\u63d0\u9ad8\u8bb0\u5fc6\u548c\u8bad\u7ec3\u6548\u7387\uff0c\u4f7f\u7528\u4e86\u4e3a\u7a7a\u95f4\u548c\u65f6\u7a7a\u8054\u5408\u751f\u6210\u5efa\u6a21\u91cf\u8eab\u5b9a\u5236\u7684\u7a97\u53e3\u6ce8\u610f\u529b\u67b6\u6784\u3002\u6700\u540e\uff0c\u56e2\u961f\u9488\u5bf9\u6587\u672c\u5230\u89c6\u9891\u7684\u751f\u6210\u4efb\u52a1\u8bad\u7ec3\u4e86\u7531\u4e09\u4e2a\u6a21\u578b\u7ec4\u6210\u7684\u7ea7\u8054\uff0c\u5305\u62ec\u4e00\u4e2a\u57fa\u672c\u6f5c\u5728\u89c6\u9891\u6269\u6563\u6a21\u578b\u548c\u4e24\u4e2a\u89c6\u9891\u8d85\u5206\u8fa8\u7387\u6269\u6563\u6a21\u578b\uff0c\u80fd\u591f\u4ee5\u6bcf\u79d28\u5e27\u7684\u901f\u5ea6\u751f\u6210\u5206\u8fa8\u7387\u4e3a512*896\u7684\u89c6\u9891\u3002<\/p>\n\n\n\n

12\u670813\u65e5\uff0c\u56fd\u9645\u9876\u520a\u300a\u81ea\u7136\u300b\uff08Nature\uff09\u516c\u5e032023\u5e74\u5ea6\u6700\u5177\u5f71\u54cd\u529b\u79d1\u5b66\u5bb610\u4eba\u540d\u5355\uff0c\u5176\u4e2dOpenAI\u9996\u5e2d\u79d1\u5b66\u5bb6\u4f0a\u5229\u4e9a\u00b7\u82cf\u7279\u65af\u79d1\u592b\uff08Ilya Sutskever\uff09\u4f5c\u4e3a\u201cAI\u68a6\u60f3\u5bb6\u201d\u5165\u9009\uff0c\u56e0\u4e3a\u4ed6\u5728ChatGPT\u7684\u5f00\u53d1\u4e2d\u53d1\u6325\u4e86\u6838\u5fc3\u4f5c\u7528\uff0c\u540c\u65f6\u5173\u5fc3AI\u7684\u5b89\u5168\u548c\u672a\u6765\u3002\u6b64\u5916\uff0cChatGPT\u4f5c\u4e3a\u975e\u4eba\u7c7b\u9996\u6b21\u5165\u9009\uff0c\u65e8\u5728\u627f\u8ba4\u5b83\u5728\u6a21\u4eff\u4eba\u7c7b\u8bed\u8a00\u7684AI\u5728\u79d1\u5b66\u53d1\u5c55\u548c\u8fdb\u6b65\u4e2d\u6240\u53d1\u6325\u7684\u4f5c\u7528\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5ba3\u5e03\u5927\u6a21\u578bGemini Pro\u73b0\u5df2\u63a8\u51faAPI\uff08\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\uff09\uff0c\u76ee\u524d\u652f\u630132k\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u5728\u4e00\u5b9a\u9650\u5236\u5185\u53ef\u514d\u8d39\u4f7f\u7528\uff0c\u5177\u6709\u51fd\u6570\u8c03\u7528\u3001\u5d4c\u5165\u3001\u8bed\u4e49\u68c0\u7d22\u548c\u81ea\u5b9a\u4e49\u77e5\u8bc6\u57fa\u7840\u4ee5\u53ca\u804a\u5929\u529f\u80fd\uff0c\u652f\u6301\u5168\u7403180\u591a\u4e2a\u56fd\u5bb6\u548c\u5730\u533a\u300138\u79cd\u8bed\u8a00\uff0c\u652f\u6301\u6587\u672c\u3001\u56fe\u50cf\u8f93\u5165\u548c\u6587\u672c\u8f93\u51fa\uff0c\u63d0\u4f9bSDK\uff08\u8f6f\u4ef6\u5f00\u53d1\u5de5\u5177\u5305\uff09\u3002\u7528\u6237\u73b0\u5728\u53ef\u5728\u5728\u7ebf\u514d\u8d39\u5f00\u53d1\u8005\u5de5\u5177Google AI Studio\u3001\u4e91\u6258\u7ba1AI\u5e73\u53f0Vertex AI\u4e0a\u4f7f\u7528\u8be5\u6a21\u578b\u3002\u5b9a\u4ef7\u65b9\u9762\uff0c\u514d\u8d39\u7248\u672c\u652f\u6301\u6bcf\u5206\u949f\u6700\u591a60\u4e2a\u8bf7\u6c42\uff0c\u4f46\u8f93\u5165\u8f93\u51fa\u6570\u636e\u5c06\u88ab\u7528\u4e8e\u6539\u5584\u8c37\u6b4c\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5ba3\u5e03\u5728Vertex AI\u6258\u7ba1\u5e73\u53f0\u4e2d\u63a8\u51fa\u65b0\u7684\u6587\u751f\u56fe\u6a21\u578bImagen 2\u3001\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u6a21\u578bMedLM\uff0c\u8fd8\u5168\u9762\u63a8\u51fa\u9762\u5411\u5f00\u53d1\u8005\u7684\u4ee3\u7801\u5de5\u5177Duet AI\u3002Imagen 2\u652f\u6301\u81ea\u7136\u8bed\u8a00\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u7684\u903c\u771f\u56fe\u50cf\u3001\u751f\u6210Logo\u4ee5\u53ca\u89c6\u89c9\u5bf9\u8bdd\u3002Imagen 2\u8fd8\u63a8\u51fa\u4e86\u6587\u672c\u6e32\u67d3\u652f\u6301\uff0c\u53ef\u4ee5\u5728\u56fe\u50cf\u4e0a\u751f\u6210\u51c6\u786e\u7684\u6587\u5b57\uff0c\u6b64\u524d\u53ea\u6709OpenAI\u7684DALL-E 3\u652f\u6301\u8be5\u529f\u80fd\u3002Imagen 2\u652f\u6301\u82f1\u8bed\u3001\u4e2d\u6587\u3001\u5370\u5730\u8bed\u3001\u65e5\u8bed\u3001\u97e9\u8bed\u3001\u8461\u8404\u7259\u8bed\u3001\u897f\u73ed\u7259\u8bed7\u79cd\u8bed\u8a00\uff0c\u5305\u542b\u5185\u7f6e\u5b89\u5168\u9884\u9632\u63aa\u65bd\uff0c\u96c6\u6210\u6570\u5b57\u6c34\u5370\u670d\u52a1\u3002<\/p>\n\n\n\n

Meta\u751f\u6210\u5f0fAI\u526f\u603b\u88c1Ahmad Al-Dahle\u4e8e\u793e\u4ea4\u5e73\u53f0Threads\u5ba3\u5e03\uff0cInstagram\u73b0\u5df2\u63a8\u51faAI\u56fe\u50cf\u80cc\u666f\u7f16\u8f91\u5de5\u5177\uff0c\u53ef\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u4e3a\u56fe\u50cf\u4e00\u952e\u751f\u6210\u5e76\u66f4\u6362\u80cc\u666f\u3002<\/p>\n\n\n\n

12\u670814\u65e5\uff0c\u6587\u5fc3\u4e00\u8a00\u63d2\u4ef6\u5546\u57ce\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u5546\u57ce\u96c6\u5408\u4f17\u591a\u9ad8\u8d28\u91cf\u63d2\u4ef6\uff0c\u8986\u76d6\u529e\u516c\u63d0\u6548\u3001\u591a\u6a21\u6001\u5185\u5bb9\u7406\u89e3\u751f\u6210\u3001\u4e13\u4e1a\u4fe1\u606f\u67e5\u8be2\u7b49\u8bb8\u591a\u5b9e\u7528\u573a\u666f\uff0c\u7528\u6237\u53ea\u9700\u901a\u8fc7\u7b80\u5355\u6307\u4ee4\uff0c\u5373\u53ef\u5b9e\u73b0PPT\u751f\u6210\u3001\u97f3\u89c6\u9891\u63d0\u53d6\u3001\u601d\u7ef4\u5bfc\u56fe\u5236\u4f5c\u7b49\u591a\u573a\u666f\u591a\u6a21\u6001\u4e0b\u7684\u9700\u6c42\uff0c\u5b9e\u73b0\u201c\u6307\u4ee4\u5373\u670d\u52a1\u201d\u7684\u4fbf\u6377\u4f53\u9a8c\u3002\u5f00\u53d1\u8005\u4e5f\u53ef\u4ee5\u6839\u636e\u9700\u6c42\uff0c\u81ea\u5df1\u4eb2\u81ea\u8bbe\u8ba1\u63d2\u4ef6\u3002<\/p>\n\n\n\n

12\u670814\u65e5\uff0cStability AI\u63a8\u51fa\u4ece\u5355\u5f20\u56fe\u50cf\u751f\u62103D\u5bf9\u8c61\u7684\u6a21\u578bStable Zero123\u3002\u8be5\u6a21\u578b\u57fa\u4e8eStable Diffusion 1.5\u5efa\u7acb\uff0c\u9762\u5411\u975e\u5546\u4e1a\u548c\u7814\u7a76\u7528\u9014\u5f00\u6e90\u6a21\u578b\u6743\u91cd\uff0c\u4e0e\u4e0a\u4e00\u4ee3Zero123-XL\u76f8\u6bd4\uff0c\u8bad\u7ec3\u6548\u7387\u63d0\u5347\u4e8640\u500d\u3002<\/p>\n\n\n\n

\u5f53\u5730\u65f6\u95f4\u5468\u56db\uff0c\u82f1\u7279\u5c14\u5728\u7ebd\u7ea6\u4e3e\u884c\u201cAI Everywhere\u201d\u6d3b\u52a8\uff0c\u6b63\u5f0f\u63a8\u51fa\u4ee3\u53f7\u4e3aMeteor Lake\u7684\u65b0\u578b\u9177\u777fUltra\u5904\u7406\u5668\u3002\u8be5\u5904\u7406\u5668\u4e13\u4e3a\u652f\u6301AI\u6280\u672f\u6240\u8bbe\u8ba1\uff0c\u5185\u7f6eAI\u52a0\u901f\u5f15\u64ce\uff0c\u53ef\u66f4\u5feb\u5730\u8fd0\u884cAI\u7a0b\u5e8f\u3002\u9177\u777fUltra\u5904\u7406\u5668\u6709\u4e09\u79cd\u4e0d\u540c\u7684\u914d\u7f6e\uff0c\u5206\u522b\u662f\u9177\u777fUltra 5\u3001\u9177\u777fUltra 7\u548c\u9177\u777fUltra 9\u3002\u82f1\u7279\u5c14\u79f0\uff0c\u4e0eAMD Ryzen 7 7840U\u3001\u9ad8\u901a\u9a81\u9f998cx Gen 3\u548c\u82f9\u679c\u81ea\u7814M3\u82af\u7247\u7b49\u7b14\u8bb0\u672c\u7535\u8111\u5904\u7406\u5668\u76f8\u6bd4\uff0c\u9177\u777fUltra 7 165H\u82af\u7247\u7684\u591a\u7ebf\u7a0b\u6027\u80fd\u63d0\u9ad8\u4e8611%\u3002\u4e0e\u4e4b\u524d\u7684\u82f1\u7279\u5c14\u9177\u777fi7-1370P\u76f8\u6bd4\uff0c\u5b83\u7684\u529f\u8017\u964d\u4f4e\u4e8625%\uff0c\u6bd4AMD\u7684Ryzen 7 7840U\u7684\u529f\u8017\u964d\u4f4e\u4e8679%\u3002\u82f1\u7279\u5c14\u7684\u6240\u6709\u65b0CPU\u8fd8\u5c06\u914d\u5907NPU\uff0c\u5373\u795e\u7ecf\u5904\u7406\u5355\u5143\uff0c\u63d0\u4f9b\u201c\u4f4e\u529f\u8017AI\u52a0\u901f\u548cCPU\/GPU\u5378\u8f7d\u201d\uff0c\u80fd\u591f\u6267\u884cAI\u9a71\u52a8\u7684\u4efb\u52a1\uff0c\u5982\u80cc\u666f\u6a21\u7cca\u3001\u773c\u52a8\u8ffd\u8e2a\u548c\u56fe\u7247\u6846\u67b6\u7b49\u3002<\/p>\n\n\n\n

issue47 2023.12.18-12.24<\/strong><\/p>\n\n\n\n

\u5fae\u8f6f\u4e8e\u5b98\u7f51\u5ba3\u5e03\u5728\u6700\u65b0\u7684Visual Studio\u9884\u89c8\u7248\u4e2d\uff0c\u5411GitHub Copilot Chat\u8ba2\u9605\u7528\u6237\u63a8\u51faAI\u9a71\u52a8\u7684\u53d8\u91cf\u3001\u65b9\u6cd5\u548c\u7c7b\u547d\u540d\u5efa\u8bae\u65b0\u529f\u80fd\u3002\u636e\u4ecb\u7ecd\uff0c\u8be5\u529f\u80fd\u4e0d\u4ec5\u80fd\u63d0\u4f9b\u540d\u79f0\u5efa\u8bae\uff0c\u8fd8\u80fd\u4e86\u89e3\u6807\u8bc6\u7b26\u7684\u4f7f\u7528\u65b9\u5f0f\u548c\u4ee3\u7801\u98ce\u683c\uff0c\u4ece\u800c\u63d0\u51fa\u4e0e\u4ee3\u7801\u5e93\u65e0\u7f1d\u5339\u914d\u7684\u6807\u8bc6\u7b26\uff0c\u5e2e\u52a9\u7528\u6237\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\uff0c\u786e\u4fdd\u4ee3\u7801\u5728\u672a\u6765\u6570\u5e74\u5185\u7684\u4f7f\u7528\u5bff\u547d\u548c\u6613\u61c2\u6027\u3002<\/p>\n\n\n\n

12\u670819\u65e5\uff0c\u767e\u5ddd\u667a\u80fd\u5ba3\u5e03\u5f00\u653e\u57fa\u4e8e\u641c\u7d22\u589e\u5f3a\u7684Baichuan2-Turbo\u7cfb\u5217API\uff08\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\uff09\uff0c\u5305\u542bBaichuan2-Turbo-192K\u53caBaichuan2-Turbo\u3002\u5728\u652f\u6301192K\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u57fa\u7840\u4e0a\uff0c\u8fd8\u589e\u52a0\u4e86\u641c\u7d22\u589e\u5f3a\u77e5\u8bc6\u5e93\u7684\u80fd\u529b\u3002\u5373\u65e5\u8d77\uff0cAPI\u7528\u6237\u53ef\u4e0a\u4f20\u6587\u672c\u8d44\u6599\u6765\u521b\u5efa\u81ea\u8eab\u4e13\u5c5e\u77e5\u8bc6\u5e93\uff0c\u4ece\u800c\u6839\u636e\u81ea\u8eab\u4e1a\u52a1\u9700\u6c42\u6253\u9020\u66f4\u5b8c\u6574\u3001\u9ad8\u6548\u7684\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u3002\u6b64\u5916\uff0c\u767e\u5ddd\u667a\u80fd\u8fd8\u5347\u7ea7\u4e86\u5b98\u7f51\u6a21\u578b\u4f53\u9a8c\uff0c\u76ee\u524d\u5176\u5b98\u7f51\u5927\u6a21\u578b\u5df2\u652f\u6301PDF\u3001Word\u7b49\u591a\u79cd\u6587\u672c\u4e0a\u4f20\u4ee5\u53caURL\u7f51\u5740\u8f93\u5165\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u5b98\u7f51\u5165\u53e3\u4f53\u9a8c\u641c\u7d22\u589e\u5f3a\u548c\u957f\u7a97\u53e3\u52a0\u6301\u540e\u7684\u901a\u7528\u667a\u80fd\u3002<\/p>\n\n\n\n

12\u670820\u65e5\uff0c\u8c37\u6b4c\u4e8e\u5b98\u7f51\u5ba3\u5e03\u5c06AI\u4ee3\u7801\u8f85\u52a9\u529f\u80fd\u6269\u5c55\u5230\u6240\u6709Colab\u7528\u6237\uff0c\u5305\u62ec\u514d\u8d39\u7528\u6237\uff0c\u73b0\u5df2\u5728175\u4e2a\u5730\u533a\u63a8\u51fa\u3002Colab\u662f\u8c37\u6b4c\u63d0\u4f9b\u7684\u4e00\u4e2a\u5728\u7ebf\u5de5\u4f5c\u5e73\u53f0\uff0c\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528GPU\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\uff0c\u652f\u6301Jupyter Notebook\u548c\u4ee3\u7801\u6267\u884c\u7a0b\u5e8f\u3002<\/p>\n\n\n\n

\u6bd4\u5c14\u76d6\u8328\u53d1\u5e03\u5e74\u5ea6\u5c55\u671b\u535a\u5ba2\uff0c\u5176\u4e2d\u8c08\u9053\uff1a\u201c\u5982\u679c\u8ba9\u6211\u505a\u4e2a\u9884\u6d4b\uff0c\u5728\u7f8e\u56fd\u8fd9\u6837\u7684\u9ad8\u6536\u5165\u56fd\u5bb6\uff0c\u6211\u731c\u79bb\u666e\u901a\u6c11\u4f17\u5927\u91cf\u4f7f\u7528AI\u8fd8\u670918-24\u4e2a\u6708\u7684\u65f6\u95f4\u3002\u800c\u5728\u975e\u6d32\u56fd\u5bb6\uff0c\u6211\u9884\u8ba1\u57283\u5e74\u5de6\u53f3\u7684\u65f6\u95f4\u91cc\uff0cAI\u7684\u4f7f\u7528\u5c31\u4f1a\u8fbe\u5230\u76f8\u5f53\u7684\u6c34\u5e73\u3002\u8fd9\u4ecd\u7136\u662f\u4e00\u4e2a\u5dee\u8ddd\uff0c\u4f46\u6bd4\u6211\u4eec\u5728\u5176\u4ed6\u521b\u65b0\u4e2d\u770b\u5230\u7684\u6ede\u540e\u65f6\u95f4\u8981\u77ed\u5f97\u591a\u3002\u201d\u4ed6\u8fd8\u63d0\u5230\uff0c\u5e0c\u671bAI\u5728\u6297\u751f\u7d20\u836f\u7269\u3001\u4e2a\u6027\u5316\u6559\u80b2\u3001\u9ad8\u5371\u598a\u5a20\u6cbb\u7597\u3001\u827e\u6ecb\u75c5\u98ce\u9669\u8bc4\u4f30\u3001\u533b\u7597\u4fe1\u606f\u83b7\u53d6\u7b49\u65b9\u9762\u80fd\u591f\u5f97\u5230\u66f4\u5e7f\u6cdb\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n

12\u670822\u65e5\uff0c\u5728\u5168\u56fd\u4fe1\u606f\u6280\u672f\u6807\u51c6\u5316\u6280\u672f\u59d4\u5458\u4f1aAI\u5206\u59d4\u4f1a\u5168\u4f53\u4f1a\u8bae\u4e0a\uff0c\u56fd\u5185\u9996\u4e2a\u5b98\u65b9\u201c\u5927\u6a21\u578b\u6807\u51c6\u7b26\u5408\u6027\u8bc4\u6d4b\u201d\u7ed3\u679c\u516c\u5e03\uff0c\u963f\u91cc\u4e91\u901a\u4e49\u5343\u95ee\u3001\u767e\u5ea6\u6587\u5fc3\u5927\u6a21\u578b\u3001\u817e\u8baf\u6df7\u5143\u5927\u6a21\u578b\u3001360\u667a\u8111\u5927\u6a21\u578b\u9996\u6279\u901a\u8fc7\u8bc4\u6d4b\uff0c\u5728\u901a\u7528\u6027\u3001\u667a\u80fd\u6027\u7b49\u7ef4\u5ea6\u5747\u8fbe\u5230\u56fd\u5bb6\u76f8\u5173\u6807\u51c6\u8981\u6c42\u3002<\/p>\n\n\n\n

\u6606\u4ed1\u4e07\u7ef4AI Agents\u5f00\u53d1\u5e73\u53f0\u201c\u5929\u5de5SkyAgents\u201dBeta\u7248\u6b63\u5f0f\u5f00\u653e\u6d4b\u8bd5\u3002\u636e\u4ecb\u7ecd\uff0c\u5929\u5de5SkyAgents\u5f00\u53d1\u5e73\u53f0\u57fa\u4e8e\u6606\u4ed1\u4e07\u7ef4\u201c\u5929\u5de5\u5927\u6a21\u578b\u201d\u6253\u9020\uff0c\u5177\u5907\u4ece\u611f\u77e5\u5230\u51b3\u7b56\uff0c\u4ece\u51b3\u7b56\u5230\u6267\u884c\u7684\u81ea\u4e3b\u5b66\u4e60\u548c\u72ec\u7acb\u601d\u8003\u80fd\u529b\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6784\u5efa\u81ea\u5df1\u7684\u5355\u4e2a\u6216\u591a\u4e2a\u201c\u79c1\u4eba\u52a9\u7406\u201d\uff0c\u5e76\u80fd\u5c06\u4e0d\u540c\u4efb\u52a1\u6a21\u5757\u5316\uff0c\u901a\u8fc7\u64cd\u4f5c\u7cfb\u7edf\u6a21\u5757\u7684\u65b9\u5f0f\uff0c\u5b9e\u73b0\u6267\u884c\u5305\u62ec\u95ee\u9898\u9884\u8bbe\u3001\u6307\u5b9a\u56de\u590d\u3001\u77e5\u8bc6\u5e93\u521b\u5efa\u4e0e\u68c0\u7d22\u3001\u610f\u56fe\u8bc6\u522b\u3001\u6587\u672c\u63d0\u53d6\u3001http\u8bf7\u6c42\u7b49\u4efb\u52a1\u3002<\/p>\n\n\n\n

issue48 2023.12.25-12.31<\/strong><\/p>\n\n\n\n

12\u670824\u65e5\uff0cOpenAI CEO\u8428\u59c6\u00b7\u963f\u5c14\u7279\u66fc\uff08Sam Altman\uff09\u4e8e\u793e\u4ea4\u5e73\u53f0X\u4e0a\u53d1\u5e16\u8be2\u95ee\u7f51\u53cb\u5bf9\u4e8eOpenAI\u660e\u5e74\u5e94\u8be5\u5efa\u8bbe\u6216\u4fee\u590d\u54ea\u4e9b\u529f\u80fd\u7684\u5efa\u8bae\uff0c\u968f\u540e\u4ed6\u603b\u7ed3\u4e86\u4e00\u4e9b\u5e38\u89c1\u7684\u8bf7\u6c42\uff0c\u5305\u62ecAGI\u3001GPT-5\u3001\u66f4\u597d\u7684\u8bed\u97f3\u6a21\u5f0f\u3001\u66f4\u9ad8\u7684\u901f\u7387\u9650\u5236\u3001\u66f4\u597d\u7684GPTs\u3001\u66f4\u597d\u7684\u63a8\u7406\u3001\u63a7\u5236\u884c\u4e3a\u7684\u7a0b\u5ea6\u3001\u89c6\u9891\u529f\u80fd\u3001\u4e2a\u6027\u5316\u3001\u66f4\u597d\u7684\u6d4f\u89c8\u3001\u4f7f\u7528OpenAI\u767b\u5f55\u3001\u5f00\u6e90\u7b49\u3002\u5176\u4e2d\uff0c\u4ed6\u5728AGI\u540e\u9762\u6807\u6ce8\u201c\u8bf7\u8010\u5fc3\u7b49\u5f85\u201d\uff0c\u5e76\u79f0\u201c\u5bf9\u4e8eAGI\u7684\u8bf7\u6c42\u6bd4\u9884\u671f\u591a\u5f97\u591a\uff0c\u4f46\u5f88\u62b1\u6b49\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u65e0\u6cd5\u57282024\u5e74\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u201d\uff0c\u4ed6\u8fd8\u63d0\u5230\u5c06\u201c\u5c3d\u53ef\u80fd\u6ee1\u8db3\u8fd9\u4e9b\u9700\u6c42\uff0c\u4ee5\u53ca\u8bb8\u591a\u5176\u4ed6\u672a\u88ab\u7f51\u53cb\u63d0\u53ca\u3001\u4f46\u4ee4OpenAI\u56e2\u961f\u81ea\u5df1\u611f\u5230\u5174\u594b\u7684\u529f\u80fd\u201d\u3002<\/p>\n\n\n\n

AI\u521b\u4f01Pika\u4e8e\u793e\u4ea4\u5e73\u53f0X\u5ba3\u5e03\u9762\u5411\u6240\u6709\u7528\u6237\u5f00\u653e\u65d7\u4e0b\u89c6\u9891\u751f\u6210\u5e73\u53f0Pika 1.0\u7f51\u9875\u7aef\u8bbf\u95ee\u6743\u9650\u3002\u636e\u6089\uff0cPika\u6210\u7acb\u4e8e2023\u5e744\u6708\uff0c\u521b\u59cb\u4eba\u90ed\u6587\u666f\uff08Demi Guo\uff09\u548cChenlin Meng\u90fd\u662f\u65af\u5766\u798f\u535a\u58eb\u3002Pika 1.0\u4e0d\u4ec5\u80fd\u6839\u636e\u6587\u5b57\u3001\u56fe\u7247\u6216\u89c6\u9891\u98ce\u683c\u751f\u6210\u4e09\u7ef4\u52a8\u753b\u3001\u52a8\u6f2b\u3001\u5361\u901a\u548c\u7535\u5f71\u7b49\u4e0d\u540c\u98ce\u683c\u7684\u89c6\u9891\uff0c\u8fd8\u80fd\u5bf9\u89c6\u9891\u5c40\u90e8\u8fdb\u884c\u7f16\u8f91\u3002<\/p>\n\n\n\n

Kimi Chat\u53d1\u5e03v1.2\u7248\u672c\uff0c\u6a21\u578b\u66f4\u65b0\u81f3moonshot-v1-20231225\uff0c\u5e73\u5747\u8f93\u51fa\u957f\u5ea6\u63d0\u5347\uff1b\u5728\u8054\u7f51\u6a21\u5f0f\u4e0b\uff0c\u9996\u5b57\u56de\u590d\u7684\u901f\u5ea6\u5927\u5e45\u63d0\u5347\uff1b\u5b9e\u73b0\u4e86\u4ece\u626b\u63cf\u4ef6\uff08\u6587\u6863\u3001\u5408\u540c\u3001\u767d\u677f\u7b49\uff09\u63d0\u53d6\u6587\u5b57\u7684\u529f\u80fd\uff0c\u76ee\u524d\u5df2\u652f\u6301PDF\u683c\u5f0f\u7684\u626b\u63cf\u6587\u4ef6\u4e0a\u4f20\u89e3\u6790\u3002\u4ea4\u4e92\u65b9\u9762\uff0cKimi Chat\u63a8\u51fa\u5c0f\u7a0b\u5e8f\u201cKimi\u667a\u80fd\u52a9\u624b\u201d\uff0c\u7f51\u9875\u7aef\u4e0a\u7ebf\u6d45\u8272\u6a21\u5f0f\u3002<\/p>\n\n\n\n

\u6709\u7f51\u53cb\u53d1\u73b0\uff0c\u5fae\u8f6f\u5df2\u4e8e\u4e00\u5468\u524d\u6084\u7136\u63a8\u51fa\u5b89\u5353\u7248Copilot\u5e94\u7528\u7a0b\u5e8f\uff0c\u7528\u6237\u53ef\u4eceGoogle Play\u5546\u5e97\u4e0b\u8f7d\u3002\u5e94\u7528\u7a0b\u5e8f\u63cf\u8ff0\u663e\u793a\uff0cCopilot\u7531\u6700\u65b0\u7684OpenAI\u6a21\u578b\u3001GPT-4\u548cDALL\u00b7E 3\u63d0\u4f9b\u652f\u6301\uff0c\u8fd9\u4e9b\u5148\u8fdb\u7684AI\u6280\u672f\u63d0\u4f9b\u5feb\u901f\u3001\u590d\u6742\u548c\u7cbe\u786e\u7684\u54cd\u5e94\uff0c\u5e76\u4e14\u514d\u8d39\u3002\u622a\u81f3\u76ee\u524d\uff0c\u5fae\u8f6f\u6682\u672a\u63a8\u51faiOS\u7248Copilot\u3002<\/p>\n\n\n\n

12\u670826\u65e5\uff0c2023\u8054\u60f3\u5929\u79a7AI\u751f\u6001\u4f19\u4f34\u5927\u4f1a\u5728\u5317\u4eac\u53ec\u5f00\u3002\u4f1a\u4e0a\uff0c\u8054\u60f3\u96c6\u56e2\u526f\u603b\u88c1\u3001\u4e2d\u56fd\u533a\u6d88\u8d39\u4e1a\u52a1\u7fa4\u603b\u7ecf\u7406\u5f20\u534e\u53d1\u5e03\u4e86\u8054\u60f3\u5929\u79a7AI\u751f\u6001\u201c\u56db\u7aef\u4e00\u4f53\u201d\u6218\u7565\u3002\u201c\u56db\u7aef\u201d\u5206\u522b\u6307\u7684AI PC\u3001AI\u5e73\u677f\u3001AI\u624b\u673a\u548cAIoT\u56db\u7c7b\u7ec8\u7aef\u8bbe\u5907\uff0c\u201c\u4e00\u4f53\u201d\u5219\u6709\u4e24\u5c42\u542b\u4e49\uff0c\u4e00\u65b9\u9762\u6307\u7684\u662f\u627f\u63a5\u7528\u6237\u4e2a\u4eba\u52a9\u7406\u4efb\u52a1\u7684\u4e2a\u4eba\u667a\u80fd\u4f53\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u610f\u5473\u7740\u4e2a\u4eba\u667a\u80fd\u4f53\u7a7f\u68ad\u4e8e\u56db\u7c7bAI\u7ec8\u7aef\uff0c\u4f7f\u5176\u878d\u4e3a\u4e00\u4f53\u3002\u540c\u65f6\uff0c\u8054\u60f3\u7684AI\u4e2a\u4eba\u667a\u80fd\u4f53\u201c\u5c0f\u4e50\u540c\u5b66\u201d\u9996\u6b21\u4eae\u76f8\uff0c\u5e76\u9762\u5411\u5e7f\u5927\u751f\u6001\u5f00\u53d1\u8005\u4f19\u4f34\u542f\u52a8\u667a\u80fd\u4f53\u5c0f\u7a0b\u5e8f\u62db\u52df\u8ba1\u5212\u3002<\/p>\n\n\n\n

\u5fae\u4fe1\u5ba3\u5e03\u5c06\u4e8e2024\u5e741\u670811\u65e5\u5728\u5e7f\u5dde\u4e3e\u529e2024\u5fae\u4fe1\u516c\u5f00\u8bfePRO\uff0c\u5c06\u53d1\u5e03\u4ea7\u54c1\u80fd\u529b\u3001\u5c55\u793a\u4ef7\u503c\u7406\u5ff5\u3001\u6c9f\u901a\u751f\u6001\u4f19\u4f34\u3001\u51dd\u805a\u884c\u4e1a\u5171\u8bc6\u30022024\u5fae\u4fe1\u516c\u5f00\u8bfePRO\u671f\u95f4\uff0c\u5c0f\u6e38\u620f\u3001\u5fae\u4fe1AI\u7b49\u4e5f\u5c06\u6089\u6570\u767b\u573a\uff0c\u5e26\u6765\u591a\u9879\u80fd\u529b\u5347\u7ea7\u4e0e\u6848\u4f8b\u5206\u4eab\u3002<\/p>\n\n\n\n

\u97e9\u56fd\u6587\u5316\u90e8\u5ba3\u5e03\u5c06\u4e0d\u5bf9AI\u751f\u6210\u7684\u5185\u5bb9\u8fdb\u884c\u7248\u6743\u767b\u8bb0\uff0c\u4ece\u6cd5\u5f8b\u4e0a\u4e0d\u627f\u8ba4\u6b64\u7c7b\u5185\u5bb9\u7684\u521b\u9020\u6027\u3002\u6587\u5316\u90e8\u8865\u5145\u8bf4\uff0c\u53ea\u6709\u90a3\u4e9b\u660e\u663e\u4f20\u8fbe\u4eba\u7c7b\u601d\u60f3\u548c\u60c5\u611f\u7684\u4f5c\u54c1\u624d\u6709\u53ef\u80fd\u8fdb\u884c\u7248\u6743\u767b\u8bb0\u3002\u8fd9\u4e00\u51b3\u5b9a\u5c06\u5f88\u5feb\u5728\u9762\u5411AI\u4f01\u4e1a\u3001\u7248\u6743\u6301\u6709\u8005\u548c\u7528\u6237\u7684\u201cAI\u7248\u6743\u6307\u5357\u201d\u4e2d\u516c\u5e03\uff0c\u6307\u5357\u8fd8\u89c4\u5b9a\uff0cAI\u4f01\u4e1a\u9700\u8981\u5411\u7248\u6743\u6301\u6709\u8005\u63d0\u4f9b\u516c\u5e73\u7684\u8865\u507f\uff0c\u4ee5\u786e\u4fdd\u5176\u4ea7\u54c1\u7684\u4f7f\u7528\u6743\uff0c\u5efa\u8bae\u7248\u6743\u6301\u6709\u8005\u660e\u786e\u8868\u8fbe\u5176\u610f\u56fe\u6216\u91c7\u53d6\u6280\u672f\u63aa\u65bd\uff0c\u4ee5\u9632\u6b62\u5176\u521b\u4f5c\u88ab\u7528\u4e8eAI\u7814\u7a76\u3002<\/p>\n\n\n\n

issue49 2024.1.1-2024.1.7<\/strong><\/p>\n\n\n\n

\u5916\u5a92The Information\u53d1\u6587\u603b\u7ed32023\u5e74\u6700\u96be\u5fd8\u768410\u4e2aAI\u65f6\u523b\uff0c\u5305\u62ecOpenAI\u4e0e\u5fae\u8f6f\u4f19\u4f34\u5173\u7cfb\u7ee7\u7eed\u3001Meta Llama\u6539\u53d8\u8d5b\u51b5\u3001GPT-4\u53d1\u5e03\u30013\u4e07\u591a\u4eba\u8054\u540d\u547c\u5401\u6682\u505cAI\u6a21\u578b\u8bad\u7ec3\u3001AI Agent\u5174\u8d77\u3001\u7f8e\u56fd\u603b\u7edf\u62dc\u767b\u7684AI\u884c\u653f\u547d\u4ee4\u4e0e\u6b27\u76dfAI\u6cd5\u6848\u3001GitHub Copilot\u4ed8\u8d39\u7528\u6237\u8d85\u8fc7100\u4e07\u3001\u591a\u6a21\u6001\u5174\u8d77\u3001OpenAI CEO\u8428\u59c6\u00b7\u963f\u5c14\u7279\u66fc\uff08Sam Altman\uff09\u7684\u611f\u6069\u8282\u538b\u529b\u3001\u7b49\u5f85\u8c37\u6b4cGemini\u3002<\/p>\n\n\n\n

\u4e2d\u6587\u5927\u6a21\u578b\u6d4b\u8bc4\u57fa\u51c6SuperCLUE\u53d1\u5e03\u300a\u4e2d\u6587\u5927\u6a21\u578b\u57fa\u51c6\u6d4b\u8bc42023\u5e74\u5ea6\u62a5\u544a\u300b\uff0c\u901a\u8fc7\u591a\u7ef4\u5ea6\u7efc\u5408\u6027\u6d4b\u8bc4\uff0c\u5bf9\u56fd\u5185\u5916\u5927\u6a21\u578b\u53d1\u5c55\u73b0\u72b6\u8fdb\u884c\u89c2\u5bdf\u4e0e\u601d\u8003\u3002\u62a5\u544a\u5305\u62ec\u56fd\u5185\u5927\u6a21\u578b\u5173\u952e\u8fdb\u5c55\u3001\u6d4b\u8bc4\u4f53\u7cfb\u3001\u65b9\u6cd5\u8bf4\u660e\u3001\u5927\u6a21\u578b\u7efc\u5408\u6d4b\u8bc4\u7ed3\u679c\u3001SuperCLUE2.0\u5347\u7ea7\u3001\u56db\u5927\u7ef4\u5ea6\u6d4b\u8bc4\u5206\u6790\u53ca\u793a\u4f8b\u4ecb\u7ecd\u4ee5\u53ca\u4f18\u79c0\u6a21\u578b\u6848\u4f8b\u4ecb\u7ecd\u7b49\u5185\u5bb9\u3002<\/p>\n\n\n\n

\u636eWindows Central\u62a5\u9053\uff0c\u5fae\u8f6f\u6b63\u5728\u5bf9\u5176Surface\u4ea7\u54c1\u7ebf\u8fdb\u884c\u91cd\u5927\u66f4\u65b0\u3002Surface Pro\u548cSurface Laptop\u90fd\u5c06\u9996\u6b21\u63d0\u4f9b\u82f1\u7279\u5c14\u548cArm\u7248\u672c\uff0c\u5e76\u4e14\u90fd\u5c06\u914d\u5907\u4e0b\u4e00\u4ee3NPU\uff08\u795e\u7ecf\u5904\u7406\u5355\u5143\uff09\u82af\u7247\u3002\u8fd9\u4e9b\u4ee3\u53f7\u4e3aCADMUS\u7684PC\u5c06\u88ab\u8bbe\u8ba1\u7528\u6765\u8fd0\u884c\u5fae\u8f6f\u6b63\u5728\u6253\u5305\u5230\u672a\u6765\u7248\u672cWindows\u4e2d\u7684AI\u529f\u80fd\u3002\u65b0\u8bbe\u5907\u5c06\u5728\u6625\u5b63\u53d1\u5e03\uff0c\u5e76\u5c06\u4f5c\u4e3a\u5fae\u8f6f\u9996\u6b3e\u771f\u6b63\u7684AI PC\u63a8\u5411\u5e02\u573a\u3002<\/p>\n\n\n\n

\u7f8e\u56fe\u516c\u53f8\u81ea\u7814AI\u89c6\u89c9\u5927\u6a21\u578bMiracleVision\uff08\u5947\u60f3\u667a\u80fd\uff09\u901a\u8fc7\u300a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u7ba1\u7406\u6682\u884c\u529e\u6cd5\u300b\u5907\u6848\uff0c\u5c06\u9762\u5411\u516c\u4f17\u5f00\u653e\u3002\u5728\u5f53\u524d\u901a\u8fc7\u5907\u6848\u7684\u56fd\u5185\u5927\u6a21\u578b\u5f53\u4e2d\uff0cMiracleVision\uff08\u5947\u60f3\u667a\u80fd\uff09\u662f\u552f\u4e00\u4e13\u6ce8\u89c6\u89c9\u9886\u57df\u7684\u5927\u6a21\u578b\uff0c\u4e5f\u662f\u798f\u5efa\u7701\u552f\u4e00\u901a\u8fc7\u5907\u6848\u7684\u5927\u6a21\u578b\u3002<\/p>\n\n\n\n

1\u67082\u65e5\uff0c\u8c03\u7814\u673a\u6784WriterBuddy\u53d1\u5e03\u4e00\u9879\u65b0\u8c03\u67e5\uff0c\u901a\u8fc7\u4f7f\u7528SEO\u884c\u4e1a\u77e5\u540d\u5de5\u5177SEMrush\u7814\u7a763000\u591a\u79cdAI\u5de5\u5177\uff0c\u5176\u7b5b\u9009\u51fa2022\u5e749\u6708\u81f32023\u5e748\u6708\u8bbf\u95ee\u91cf\u6700\u5927\u768450\u6b3e\u5de5\u5177\uff0c\u8fd9\u4e9bAI\u5de5\u5177\u5438\u5f15\u4e86\u8d85\u8fc7240\u4ebf\u6b21\u8bbf\u95ee\u91cf\u3002\u5176\u4e2d\uff0cChatGPT\u4ee5140\u4ebf\u6b21\u8bbf\u95ee\u91cf\u4f4d\u5c45\u7b2c\u4e00\uff0c \u5360\u5206\u6790\u6d41\u91cf\u768460%\u4ee5\u4e0a\u3002AI\u804a\u5929\u673a\u5668\u4eba\u7c7b\u5de5\u5177\u6700\u53d7\u6b22\u8fce\uff0c\u8bbf\u95ee\u91cf\u8fbe\u5230191\u4ebf\u6b21\u3002<\/p>\n\n\n\n

\u5bf9\u8bdd\u5f0f\u641c\u7d22\u5f15\u64ce\u521b\u4f01Perplexity AI\u7684CEO Aravind Srinivas\u5728\u793e\u4ea4\u5e73\u53f0X\u4e0a\u516c\u5f00\u56de\u5e94\u6709\u5173\u7ade\u4e89\u4e0d\u8fc7\u641c\u7d22\u5f15\u64ce\u5927\u5382\u8c37\u6b4c\u7684\u8d28\u7591\uff0c\u79f0Perplexity\u5b58\u5728\u7684\u539f\u56e0\u662f\u901a\u8fc7\u66f4\u5c11\u7684\u5173\u952e\u5b57\u67e5\u8be2\u3001\u7b5b\u9009\u3001\u94fe\u63a5\u70b9\u51fb\u3001\u9875\u9762\u6d4f\u89c8\uff0c\u63d0\u9ad8\u641c\u7d22\u6548\u7387\u548c\u4fe1\u606f\u8bbf\u95ee\u6548\u7387\uff1b\u76f4\u63a5\u627e\u5230\u95ee\u9898\u6839\u6e90\uff0c\u7136\u540e\u7528\u4e00\u4e2a\u7b80\u6d01\u3001\u6e05\u6670\u3001\u4e2a\u6027\u5316\u7684\u7b54\u6848\uff0c\u4fbf\u4e8e\u4eba\u4eec\u505a\u51fa\u51b3\u5b9a\uff0c\u8fd9\u4e0e\u8c37\u6b4c\u7684\u8d22\u52a1\u548c\u5546\u4e1a\u76ee\u6807\u662f\u4e0d\u4e00\u81f4\u7684\u3002<\/p>\n\n\n\n

1\u67083\u65e5\u6d88\u606f\uff0c\u636e\u65e5\u7ecf\u4e9a\u6d32\u62a5\u9053\uff0c\u65e5\u672c\u76f8\u673a\u201c\u4e09\u5de8\u5934\u201d\u5c3c\u5eb7\u3001\u7d22\u5c3c\u548c\u4f73\u80fd\u5373\u5c06\u63a8\u51fa\u65b0\u6280\u672f\uff0c\u8ba9\u7167\u7247\u7684\u6765\u6e90\u53d8\u5f97\u66f4\u5bb9\u6613\u9a8c\u8bc1\u3002\u8be5\u6280\u672f\u5141\u8bb8\u6444\u5f71\u5e08\u901a\u8fc7\u76f8\u673a\u672c\u8eab\u5d4c\u5165\u6570\u5b57\u7b7e\u540d\uff0c\u5305\u542b\u6444\u5f71\u5e08\u59d3\u540d\u3001\u62cd\u6444\u65e5\u671f\u3001\u65f6\u95f4\u548c\u5730\u70b9\u7b49\u4fe1\u606f\uff0c\u7136\u540e\u901a\u8fc7\u4e00\u4e2a\u540d\u4e3aVerify\u7684\u514d\u8d39\u7f51\u7edc\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u8ba4\u8bc1\uff0c\u8be5\u5e94\u7528\u7a0b\u5e8f\u7531\u5a92\u4f53\u673a\u6784\u3001\u76f8\u673a\u5236\u9020\u5546\u548c\u79d1\u6280\u516c\u53f8\u7ec4\u6210\u7684\u5168\u7403\u8054\u76df\u63a8\u51fa\u3002<\/p>\n\n\n\n

1\u67084\u65e5\uff0cAI\u641c\u7d22\u5f15\u64ceaoyo.ai\u5728ProductHunt\u53d1\u5e03\uff0c\u79f0\u53ef\u7528\u6bcd\u8bed\u641c\u7d22\u5168\u7f51\u5185\u5bb9\u5e76\u603b\u7ed3\uff0c\u5176\u9996\u4e2a\u7248\u672c\u652f\u6301\u82f1\u8bed\u3001\u4e2d\u6587\u3001\u65e5\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3002<\/p>\n\n\n\n

\u9489\u9489\u8054\u5408\u56fd\u9645\u77e5\u540d\u54a8\u8be2\u673a\u6784IDC\u53d1\u5e03\u9996\u4efd\u300a2024 AIGC\u5e94\u7528\u5c42\u5341\u5927\u8d8b\u52bf\u767d\u76ae\u4e66\u300b\u3002\u968f\u7740AIGC\u6280\u672f\u7684\u53d1\u5c55\uff0c\u667a\u80fd\u5316\u5e94\u7528\u5c06\u5448\u73b0\u7206\u53d1\u5f0f\u589e\u957f\uff0cIDC\u9884\u6d4b\uff0c\u52302024\u5e74\u5168\u7403\u5c06\u6d8c\u73b0\u51fa\u8d85\u8fc75\u4ebf\u4e2a\u65b0\u5e94\u7528\uff0c\u8fd9\u76f8\u5f53\u4e8e\u8fc7\u53bb40\u5e74\u95f4\u51fa\u73b0\u7684\u5e94\u7528\u6570\u603b\u548c\u3002\u6839\u636e\u300a\u767d\u76ae\u4e66\u300b\uff0c2024\u5e74AIGC\u5e94\u7528\u7684\u5341\u5927\u8d8b\u52bf\u5173\u952e\u8bcd\u6db5\u76d6\u5e94\u7528\u5c42\u521b\u65b0\u3001AI Agent\u3001\u4e13\u5c5e\u6a21\u578b\u3001\u8d85\u7ea7\u5165\u53e3\u3001\u591a\u6a21\u6001\u3001AI\u539f\u751f\u5e94\u7528\u3001AI\u5de5\u5177\u5316\u3001AI\u666e\u60e0\u5316\u3002<\/p>\n\n\n\n

\u7f51\u6613\u6709\u9053\u53d1\u5e03\u5b50\u66f0\u6559\u80b2\u5927\u6a21\u578b\u76842.0\u5347\u7ea7\u3001\u865a\u62df\u4eba\u53e3\u8bed\u6559\u7ec3Hi Echo\u76842.0\u5347\u7ea7\uff0c\u540c\u65f6\u53d1\u5e03\u4e86\u6709\u9053\u901f\u8bfb\u3001\u5168\u65b0AI\u5bb6\u5ead\u6559\u5e08\u5e94\u7528\u5c0fP\u8001\u5e08\u4ee5\u53ca\u65b0\u4e00\u4ee3AI\u5b66\u4e60\u673aX10\u3002\u636e\u4ecb\u7ecd\uff0c\u5c0fP\u8001\u5e08\u80fd\u591f\u56de\u7b54\u8bed\u6587\u3001\u6570\u5b66\u3001\u82f1\u8bed\u3001\u751f\u7269\u3001\u5386\u53f2\u7b4910\u4e2a\u5b66\u79d1\u7684\u95ee\u9898\uff0c\u652f\u6301\u62cd\u7167\u3001\u8bed\u97f3\u3001\u6587\u672c\u8f93\u5165\uff0c\u5e76\u5c06\u9996\u6b21\u843d\u5730\u5b66\u4e60\u673aX10\u3002\u65b0\u4e00\u4ee3AI\u5b66\u4e60\u673aX10\u9996\u521b\u5b66\u4e60\u673a\u3001\u5b66\u7ec3\u673a\u548c\u5b66\u751f\u4e13\u5c5e\u7535\u8111\u4e09\u5408\u4e00\u6a21\u5f0f\uff0c\u8986\u76d6\u5168\u5b66\u79d1\u3001\u5b66\u6bb5\uff0c\u63d0\u4f9b\u58a8\u6c34\u5c4f\u6a21\u5f0f\u6a21\u62df\u7eb8\u8d28\u5b66\u4e60\u573a\u666f\uff0c\u5185\u7f6e\u7f16\u7a0b\u8f6f\u4ef6\u3001WPS\u7b49\u5e94\u7528\uff0c\u5b66\u4e60\u673a\u5185\u7684\u5c0fP\u8001\u5e08\u3001Hi Echo\u7b49\u5e94\u7528\u7ec8\u8eab\u514d\u8d39\u4e14\u6301\u7eed\u5347\u7ea7\u3002<\/p>\n\n\n\n

\u79d1\u6280\u90e8\u4e8e12\u670821\u65e5\u53d1\u5e03\u300a\u8d1f\u8d23\u4efb\u7814\u7a76\u884c\u4e3a\u89c4\u8303\u6307\u5f15\uff082023\uff09\u300b\uff0c\u5176\u4e2d\u63d0\u5230\u79d1\u7814\u4eba\u5458\u5728\u7533\u62a5\u7814\u7a76\u9879\u76ee\u6750\u6599\u65f6\uff0c\u4e0d\u5f97\u4f7f\u7528\u751f\u6210\u5f0fAI\u76f4\u63a5\u751f\u6210\u7533\u62a5\u6750\u6599\uff0c\u5e94\u4f9d\u89c4\u5408\u7406\u4f7f\u7528\u751f\u6210\u5f0fAI\u5904\u7406\u6587\u5b57\u3001\u6570\u636e\u6216\u5b66\u672f\u56fe\u50cf\uff0c\u9632\u8303\u4f2a\u9020\u3001\u7be1\u6539\u6570\u636e\u7b49\u98ce\u9669\u3002\u5728\u6587\u732e\u5f15\u7528\u65b9\u9762\uff0c\u4f7f\u7528\u751f\u6210\u5f0fAI\u751f\u6210\u7684\u5185\u5bb9\u5e94\u660e\u786e\u6807\u6ce8\u5e76\u8bf4\u660e\u5176\u751f\u6210\u8fc7\u7a0b\uff0c\u5bf9\u5176\u4ed6\u4f5c\u8005\u5df2\u6807\u6ce8\u4e3aAI\u751f\u6210\u5185\u5bb9\u7684\uff0c\u4e00\u822c\u4e0d\u5e94\u4f5c\u4e3a\u539f\u59cb\u6587\u732e\u5f15\u7528\u3002\u6210\u679c\u7f72\u540d\u65b9\u9762\uff0c\u751f\u6210\u5f0fAI\u4e0d\u5f97\u5217\u4e3a\u6210\u679c\u5171\u540c\u5b8c\u6210\u4eba\uff0c\u5e94\u5728\u7814\u7a76\u65b9\u6cd5\u6216\u9644\u5f55\u7b49\u76f8\u5173\u4f4d\u7f6e\u62ab\u9732\u4f7f\u7528\u751f\u6210\u5f0fAI\u7684\u4e3b\u8981\u65b9\u5f0f\u548c\u7ec6\u8282\u3002\u5b66\u672f\u51fa\u7248\u5355\u4f4d\u5e94\u5e94\u8981\u6c42\u4f5c\u8005\u62ab\u9732\u662f\u5426\u4f7f\u7528\u751f\u6210\u5f0fAI\uff0c\u63d0\u9192\u5ba1\u7a3f\u4eba\u5728\u5ba1\u7a3f\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u751f\u6210\u5f0fAI\u5e94\u4f9d\u89c4\u8c28\u614e\u3002<\/p>\n\n\n\n

deepin\uff08\u6df1\u5ea6\uff09\u64cd\u4f5c\u7cfb\u7edf\u4e8e\u5b98\u7f51\u53d1\u6587\uff0c\u5ba3\u5e03\u8fd1\u65e5\u63a8\u51fa\u4e86\u4e00\u6b3e\u201c\u770b\u56feAI\u63d2\u4ef6\u201d\uff0c\u7528\u6237\u5728\u5b89\u88c5\u540e\u5373\u53ef\u5728\u8bbe\u5907\u7aef\u4f53\u9a8c8\u79cdAI\u4fee\u56fe\u529f\u80fd\uff0c\u5206\u522b\u662f\u56fe\u50cf\u4e0a\u8272\u3001\u63d0\u5347\u5206\u8fa8\u7387\u3001\u6a21\u7cca\u80cc\u666f\u3001\u5220\u9664\u80cc\u666f\u3001\u624b\u7ed8\u6f2b\u753b\u30012D\u6f2b\u753b\u30013D\u6f2b\u753b\u3001\u7d20\u63cf\u3002\u8fd9\u4e9b\u529f\u80fd\u4e0d\u4f9d\u8d56\u4e8e\u4e92\u8054\u7f51\u5728\u7ebf\u6a21\u578b\uff0c\u4e5f\u4e0d\u53d7\u5236\u4e8e\u7b97\u529b\u7684\u786c\u4ef6\u7ea6\u675f\uff0c\u5728PC\u5355\u673a\u4e0a\u53ef\u8f7b\u677e\u8fd0\u884c\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u5c06\u5176\u5b89\u5353\u548ciOS\u5e73\u53f0\u7684\u79fb\u52a8\u6d4f\u89c8\u5668\u5e94\u7528\u540d\u79f0\u4ece\u201c\u5fae\u8f6fEdge\u201d\u6539\u4e3a\u4e86\u201c\u5fae\u8f6fEdge\uff1aAI\u6d4f\u89c8\u5668\u201d\uff0c\u5f3a\u8c03\u4e86\u5176\u76ee\u524d\u6700\u91cd\u89c6\u7684AI\u9886\u57df\u3002\u9664\u4e86\u65b0\u7684\u540d\u5b57\uff0c\u8be5\u6d4f\u89c8\u5668\u5728\u4ecb\u7ecd\u4e2d\u4e5f\u5ba3\u4f20\u4e86\u65b0\u7684AI\u529f\u80fd\uff0c\u5982DALL-E 3\u56fe\u50cf\u751f\u6210\u5668\u3001Copilot\u6587\u7ae0\u6458\u8981\u3001\u56fe\u50cf\u8bc6\u522b\u7b49\uff0c\u8fd8\u5f3a\u8c03\u4e86\u5bf9GPT-4\u7684\u652f\u6301\u3002<\/p>\n\n\n\n

issue50 2024.1.8-1.14<\/strong><\/p>\n\n\n\n

\u8fd1\u65e5\uff0c\u6e05\u534e KEG \u5b9e\u9a8c\u5ba4\u4e0e\u667a\u8c31 AI \u8054\u5408\u63a8\u51fa\u4e86\u89c6\u89c9 GUI Agent\u7684CogAgent\uff0cCogAgent \u662f\u4e00\u4e2a\u901a\u7528\u7684\u89c6\u89c9\u7406\u89e3\u5927\u6a21\u578b\uff0c\u5177\u5907\u89c6\u89c9\u95ee\u7b54\u3001\u89c6\u89c9\u5b9a\u4f4d\u3001GUI Agent \u7b49\u591a\u79cd\u80fd\u529b\uff0c\u53ef\u63a5\u53d7 1120\u00d71120 \u7684\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u8f93\u5165\u3002\u5728 9 \u4e2a\u7ecf\u5178\u7684\u56fe\u50cf\u7406\u89e3\u699c\u5355\u4e0a\u53d6\u5f97\u4e86\u901a\u7528\u80fd\u529b\u7b2c\u4e00\u7684\u6210\u7ee9\uff0c\u5e76\u5728\u6db5\u76d6\u7535\u8111\u3001\u624b\u673a\u7684 GUI Agent \u6570\u636e\u96c6\u4e0a\uff0c\u5927\u5e45\u8d85\u8fc7\u57fa\u4e8e LLM \u7684 Agent\uff0c\u53d6\u5f97\u7b2c\u4e00\u3002\u76ee\u524d\u56e2\u961f\u5df2\u5c06 CogAgent-18B \u5f00\u6e90\u81f3 GitHub \u4ed3\u5e93\uff0c\u5e76\u63d0\u4f9b\u4e86\u7f51\u9875\u7248 Demo\u3002CogAgent \u7684\u6a21\u578b\u7ed3\u6784\u57fa\u4e8e CogVLM\u3002<\/p>\n\n\n\n

\u7f8e\u56e2\u3001\u6d59\u5927\u7b49\u63a8\u51fa\u4e86\u80fd\u591f\u5728\u79fb\u52a8\u7aef\u90e8\u7f72\u7684\u591a\u6a21\u6001\u5927\u6a21\u578bMobileVLM\uff0c\u5305\u542b\u4e86 LLM \u57fa\u5ea7\u8bad\u7ec3\u3001SFT\u3001VLM \u5168\u6d41\u7a0b\u3002MobileVLM \u662f\u4e00\u6b3e\u4e13\u4e3a\u79fb\u52a8\u8bbe\u5907\u8bbe\u8ba1\u7684\u5feb\u901f\u3001\u5f3a\u5927\u548c\u5f00\u653e\u7684\u89c6\u89c9\u8bed\u8a00\u52a9\u624b\u3002\u5b83\u7ed3\u5408\u4e86\u9762\u5411\u79fb\u52a8\u8bbe\u5907\u7684\u67b6\u6784\u8bbe\u8ba1\u548c\u6280\u672f\uff0c\u5305\u62ec\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u7684 1.4B \u548c 2.7B \u53c2\u6570\u7684\u8bed\u8a00\u6a21\u578b\u3001\u4ee5 CLIP \u65b9\u5f0f\u9884\u8bad\u7ec3\u7684\u591a\u6a21\u6001\u89c6\u89c9\u6a21\u578b\uff0c\u4ee5\u53ca\u901a\u8fc7\u6295\u5f71\u5b9e\u73b0\u7684\u9ad8\u6548\u8de8\u6a21\u6001\u4ea4\u4e92\u3002\u5728\u5404\u79cd\u89c6\u89c9\u8bed\u8a00\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cMobileVLM \u7684\u6027\u80fd\u53ef\u5ab2\u7f8e\u5927\u578b\u6a21\u578b\u3002<\/p>\n\n\n\n

issue51 2024.1.15-1.21<\/strong><\/p>\n\n\n\n

1\u670816\u65e5\uff0c\u667a\u8c31AI \u5728DevDay\u4e0a\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u57fa\u5ea7\u5927\u6a21\u578bGLM-4\uff0c\u5b9a\u5236\u5316\u7684\u4e2a\u4ebaGLM\u5927\u6a21\u578bGLMs\u548cGLM Store\u3002\u4e0e\u4e0a\u4e00\u4ee3ChatGLM3\u76f8\u6bd4\uff0cGLM-4\u5728\u7efc\u5408\u80fd\u529b\u4e0a\u5b9e\u73b0\u4e86\u5168\u9762\u8dc3\u5347\uff0c\u6027\u80fd\u63d0\u5347\u4e8660%\uff0c\u5df2\u7ecf\u903c\u8fd1GPT-4\u3002\u5b83\u5177\u5907\u66f4\u5f3a\u7684\u591a\u6a21\u6001\u529f\u80fd\uff0c\u652f\u6301\u66f4\u5feb\u7684\u63a8\u7406\uff0c\u66f4\u591a\u5e76\u53d1\uff0c\u63a8\u7406\u6210\u672c\u5927\u5927\u964d\u4f4e\u3002\u540c\u65f6\uff0cGLM-4\u4e5f\u589e\u5f3a\u4e86\u667a\u80fd\u4f53\u80fd\u529b\u3002GLM-4\u5e26\u6765128K\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u957f\u5ea6\uff0c\u4e5f\u5c31\u610f\u5473\u7740\uff0c\u5728\u5355\u6b21\u63d0\u793a\u8bcd\u4e2d\uff0c\u53ef\u5904\u7406\u6587\u672c\u8fbe\u5230\u4e86300\u9875\u3002GLM-4\u7684\u6587\u751f\u56fe\u548c\u591a\u6a21\u6001\u7406\u89e3\u90fd\u5f97\u5230\u589e\u5f3a\u3002<\/p>\n\n\n\n

\u540c\u65e5\uff0c\u667a\u8c31\u8fd8\u63a8\u51faCogView3\uff0c\u6548\u679c\u660e\u663e\u8d85\u8fc7\u5f00\u6e90\u6700\u4f73\u7684Stable Diffusion XL\uff0c\u903c\u8fd1DALL\u00b7E 3\u3002\u76f8\u5bf9\u4e4b\u524d\uff0cCogView3\u7684\u8bed\u4e49\u7406\u89e3\u80fd\u529b\u90fd\u5f97\u5230\u5927\u5927\u589e\u5f3a\u3002<\/p>\n\n\n\n

1\u670815\u65e5\uff0c\u5fae\u8f6f\u5ba3\u5e03\u63a8\u51fa\u4e2a\u4eba\u7248Copilot Pro\u8ba2\u9605\u670d\u52a1\uff0c\u6bcf\u670820\u7f8e\u5143\uff0c\u53ef\u4ee5\u4f7f\u7528Office AI\u529f\u80fd\uff0c\u76ee\u524d\u5728\u7f8e\u56fd\u3001\u82f1\u56fd\u3001\u6cd5\u56fd\u3001\u5fb7\u56fd\u7b49\u5730\u53ef\u7528\uff0c\u540e\u7eed\u8fd8\u5c06\u6269\u5927\u53ef\u7528\u5730\u533a\u3002\u8fd9\u610f\u5473\u7740\u4e2a\u4eba\u7528\u6237\u4e5f\u53ef\u4ee5\u5f00\u59cb\u4f7f\u7528AI\u9a71\u52a8\u7684Office\u529f\u80fd\uff0c\u5176\u4e2d\u5305\u62ec\u4f7f\u7528Office\u8f6f\u4ef6\u7684AI\u529f\u80fd\u3001\u4f18\u5148\u8bbf\u95ee\u6700\u65b0\u7684OpenAI\u6a21\u578b\u3001\u751a\u81f3\u6784\u5efa\u81ea\u5df1\u7684Copilot GPT\u3002<\/p>\n\n\n\n

1\u670817\u65e5\uff0c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u4e0e\u5546\u6c64\u79d1\u6280\u8054\u5408\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u3001\u590d\u65e6\u5927\u5b66\u53d1\u5e03\u65b0\u4e00\u4ee3\u5927\u8bed\u8a00\u6a21\u578b\u4e66\u751f\u00b7\u6d66\u8bed2.0\uff08InternLM2\uff09\u3002\u8fd9\u4e2a\u5927\u6a21\u578b\u5305\u542b70\u4ebf\u548c200\u4ebf\u4e24\u79cd\u53c2\u6570\u89c4\u683c\uff0c\u4ee5\u53ca\u57fa\u5ea7\u3001\u5bf9\u8bdd\u7b49\u7248\u672c\uff0c\u5411\u5168\u793e\u4f1a\u5f00\u6e90\u5e76\u63d0\u4f9b\u514d\u8d39\u5546\u7528\u6388\u6743\u3002InternLM2\u80fd\u591f\u4e00\u6b21\u6027\u5904\u7406\u7ea630\u4e07\u6c49\u5b57\u7684\u8f93\u5165\u5185\u5bb9\uff0c\u4ece\u4e2d\u51c6\u786e\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u5b9e\u73b0\u5bf9\u957f\u6587\u672c\u7684\u201c\u5927\u6d77\u635e\u9488\u201d\u3002<\/p>\n\n\n\n

issue52 2024.1.22-1.28<\/strong><\/p>\n\n\n\n

1\u670825\u65e5\uff0cOpenAI\u53d1\u5e03\u4e86\u4e00\u7cfb\u5217\u91cd\u78c5\u5927\u6a21\u578b\u66f4\u65b0\uff0c\u8fde\u53d1\u4e86\u4e94\u4e2a\u65b0\u6a21\u578b\u4ee5\u53ca\u65b0\u7684API\u4f7f\u7528\u7ba1\u7406\u5de5\u5177\u3002\u5305\u62ec\uff1a\u65b0\u7684GPT-3.5 Turbo\u6a21\u578b\uff0c\u8f93\u5165\u4ef7\u683c\u66b4\u964d50%\uff0c\u8f93\u51fa\u4ef7\u683c\u964d\u4f4e25%\uff0c\u540c\u65f6\u4fee\u590d\u5404\u79cdBUG\uff0c\u56de\u5e94\u51c6\u786e\u6027\u66f4\u9ad8\uff1b\u65b0\u7684GPT-4 Turbo Preview\u6a21\u578b\uff0c\u751f\u6210\u4ee3\u7801\u80fd\u529b\u66f4\u5f3a\uff0c\u6a21\u578b\u201c\u53d8\u61d2\u201d\u60c5\u51b5\u51cf\u5c11\uff0c\u4fee\u590d\u5404\u79cdBUG\uff1b\u65b0\u7684\u5c0f\u578b\u6587\u672c\u5d4c\u5165\u6a21\u578btext-embedding-3-small\uff0c\u6027\u80fd\u5c0f\u5e45\u63d0\u5347\uff0c\u4ef7\u683c\u964d\u81f3\u4e0a\u4ee3\u7684\u4e94\u5206\u4e4b\u4e00\uff1b\u65b0\u7684\u5927\u578b\u6587\u672c\u5d4c\u5165\u6a21\u578btext-embedding-3-large\uff0c\u6027\u80fd\u5f3a\uff0c\u53ef\u521b\u5efa\u591a\u8fbe3072\u7ef4\u7684\u5d4c\u5165\uff0c\u90e8\u5206\u6d4b\u8bd5\u6027\u80fd\u63d0\u534770%\u4ee5\u4e0a\uff0c\u4ef7\u683c\u7565\u8d35\u3002\u540c\u65f6\uff0cOpenAI\u8fd8\u76f4\u63a5\u8ba9\u5f00\u53d1\u8005\u5728\u7565\u5fae\u635f\u5931\u7cbe\u5ea6\u7684\u60c5\u51b5\u4e0b\u7f29\u77ed\u5d4c\u5165\uff0c\u5b9e\u73b0\u6027\u80fd\u548c\u6210\u672c\u7684\u5e73\u8861\uff1b\u65b0\u7684\u5ba1\u67e5\u6a21\u578btext-moderation-007\uff0cOpenAI\u5c06\u5176\u79f0\u4e4b\u4e3a\u201c\u8fc4\u4eca\u4e3a\u6b62\u6700\u5f3a\u5927\u7684\u5ba1\u67e5\u6a21\u578b\u201d\u3002<\/p>\n\n\n\n

1\u670825\u65e5\uff0c\u8c37\u6b4c\u7814\u53d1\u51fa\u5168\u65b0\u7684\u65f6\u7a7a\u6269\u6563\u6a21\u578b Lumiere\uff08\u6cd5\u8bed\uff0c\u542f\u8499\u8005\uff09\uff0c\u51e0\u4e4e\u96c6\u9f50\u4e86\u5e38\u89c1AI\u89c6\u9891\u751f\u6210\u548c\u7f16\u8f91\u529f\u80fd\uff0c\u4e5f\u662f\u5148\u8fdb\u7684\u89c6\u9891\u751f\u6210\u5668\u3002Lumiere \u4f1a\u6839\u636e\u7528\u6237\u81ea\u7136\u8bed\u8a00\u63d0\u793a\uff0c\u521b\u9020\u51fa\u975e\u5e38\u903c\u771f\uff08\u9ad8\u8d28\u91cf\u8d85\u73b0\u5b9e\u4e3b\u4e49\uff09\u89c6\u9891\uff0c\u65f6\u95f4\u957f\u8fbe\u4e94\u79d2\u3002\u6a21\u578b\u7684\u56fe\u7247\u5230\u89c6\u9891\u529f\u80fd\u53ef\u4ee5\u6839\u636e\u7528\u6237\u63d0\u793a\uff0c\u8ba9\u9759\u6b62\u7684\u56fe\u50cf\u52a8\u8d77\u6765\u3002\u8c37\u6b4c\u7814\u7a76\u4eba\u5458\u5728 Lumiere \u4e2d\u5f15\u5165\u4e86\u4e00\u79cd\u201c\u65f6\u7a7a U-Net \u67b6\u6784\u201d Space-Time U-Net\uff08STUNet\uff09\uff0c\u4e00\u6b21\u6784\u5efa\u4e86\u6574\u4e2a\u89c6\u9891\u957f\u5ea6, \u80fd\u591f\u5b66\u4e60\u5c06\u89c6\u9891\u4fe1\u53f7\u5728\u7a7a\u95f4\u548c\u65f6\u95f4\u4e0a\u540c\u65f6\u8fdb\u884c\u4e0b\u91c7\u6837\u548c\u4e0a\u91c7\u6837\uff0c\u5e76\u5728\u7f51\u7edc\u7684\u538b\u7f29\u7a7a\u95f4\u65f6\u95f4\u8868\u5f81\u4e0a\u6267\u884c\u4e3b\u8981\u8ba1\u7b97\u3002<\/p>\n\n\n\n

1\u670826\u65e5\uff0c\u963f\u91cc\u4e91\u516c\u5e03\u591a\u6a21\u6001\u5927\u6a21\u578b\u7814\u7a76\u8fdb\u5c55\u3002\u901a\u4e49\u5343\u95ee\u89c6\u89c9\u7406\u89e3\u6a21\u578bQwen-VL\u518d\u6b21\u5347\u7ea7\uff0c\u7ee7Plus\u7248\u672c\u4e4b\u540e\uff0c\u518d\u6b21\u63a8\u51faMax\u7248\u672c\uff0c\u5347\u7ea7\u7248\u6a21\u578b\u62e5\u6709\u66f4\u5f3a\u7684\u89c6\u89c9\u63a8\u7406\u80fd\u529b\u548c\u4e2d\u6587\u7406\u89e3\u80fd\u529b\uff0c\u80fd\u591f\u6839\u636e\u56fe\u7247\u8bc6\u4eba\u3001\u7b54\u9898\u3001\u521b\u4f5c\u3001\u5199\u4ee3\u7801\uff0c\u5e76\u5728\u591a\u4e2a\u6743\u5a01\u6d4b\u8bc4\u4e2d\u83b7\u5f97\u4f73\u7ee9\uff0c\u6bd4\u80a9OpenAI\u7684GPT-4V\u548c\u8c37\u6b4c\u7684Gemini Ultra\u3002\u76f8\u6bd4Qwen-VL\uff0cQwen-VL-Plus\u548cQwen-VL-Max\u62e5\u6709\u66f4\u5f3a\u7684\u89c6\u89c9\u63a8\u7406\u548c\u4e2d\u6587\u7406\u89e3\u80fd\u529b\uff0c\u6574\u4f53\u6027\u80fd\u582a\u6bd4GPT-4V\u548cGemini Ultra\u3002<\/p>\n\n\n\n

issue53 2024.1.29-2.4<\/strong><\/p>\n\n\n\n

1\u670830\u65e5\uff0c\u79d1\u5927\u8baf\u98de\u5347\u7ea7\u4e86\u8baf\u98de\u661f\u706b\u5927\u6a21\u578b\u3002\u8baf\u98de\u661f\u706bV3.5\u9664\u4e86\u4e03\u5927\u80fd\u529b\u5168\u9762\u63d0\u5347\uff0c\u6574\u4f53\u80fd\u529b\u63a5\u8fd1GPT-4\uff0c\u8fd8\u7279\u522b\u5728\u8bed\u8a00\u7406\u89e3\u3001\u6570\u5b66\u7b49\u80fd\u529b\u4e0a\u5b9e\u73b0\u8d85\u8d8a\u3002\u6280\u672f\u65b9\u9762\uff0c\u8baf\u98de\u7684\u8bed\u97f3\u5927\u6a21\u578b\u5c06\u66f4\u591a\u8bed\u97f3\u8868\u5f81\u89e3\u8026\uff0c\u878d\u5165\u5230\u5927\u6a21\u578b\u9884\u8bad\u7ec3\u4e2d\u3002\u5728\u591a\u8bed\u79cd\u8bc6\u522b\u4e2d\uff0c\u5728\u9996\u627937\u4e2a\u4e3b\u6d41\u8bed\u79cd\u6548\u679c\u8d85\u8fc7OpenAI Whisper 3\u3002\u5e76\u4e14\u5728\u591a\u8bed\u79cd\u8bed\u97f3\u751f\u6210\u3001\u8d85\u62df\u4eba\u8bed\u97f3\u751f\u6210\u4e0a\uff0c\u4e5f\u6709\u4e00\u5b9a\u7684\u63d0\u5347\u3002\u76ee\u524d\u8bed\u97f3\u5927\u6a21\u578b\u5df2\u7ecf\u5411\u5f00\u53d1\u8005\u5b8c\u5168\u5f00\u653e\uff0c\u5e76\u4e14\u9996\u53d1\u642d\u8f7d\u5728\u8baf\u98de\u7ffb\u8bd1\u673a\u4e0a\u9762\u3002<\/p>\n\n\n\n

Midjourney\u4e8c\u6b21\u5143\u6a21\u578bNiji-Journey V6\u4e0a\u7ebf\uff0c\u80fd\u628a\u63a7\u65e5\u6f2b\u6b27\u7f8e\u52a8\u6f2b\u98ce\u683c\uff0c\u751a\u81f3\u56fe\u4e2d\u8fd8\u80fd\u751f\u6210\u5b57\u4f53\uff0c\u8f93\u5165\/settings\uff0c\u7136\u540e\u70b9\u51fbNiji Model 6\u5c31\u53ef\u4ee5\u5728\u4efb\u4f55discord\u673a\u5668\u4eba\u4e0a\u6253\u5f00\u4f7f\u7528\u3002\u76ee\u524d\uff0cNiji V6\u8fd8\u5728\u5185\u6d4b\u4e2d\uff0c\u9884\u8ba1\u57282\u6708\u5e95\u6b63\u5f0f\u63a8\u51fa\uff0c\u5e76\u5c06\u5e26\u6765Vary\u3001Pan\u3001Zoom\u7b49\u7279\u8272\u529f\u80fd\u3002<\/p>\n\n\n\n

2\u67082\u65e5\uff0c\u8c37\u6b4c\u5b98\u65b9\u5ba3\u5e03\uff1a\u5728\u6700\u65b0\u7248Gemini Pro\u7684\u52a0\u6301\u4e0b\uff0cBard\u4e0d\u4ec5\u83b7\u5f97\u4e86\u63a8\u7406\u3001\u7406\u89e3\u3001\u603b\u7ed3\u3001\u7f16\u7801\u80fd\u529b\u7684\u8fc5\u901f\u98de\u5347\uff0c\u800c\u4e14\u8fd8\u80fd\u652f\u6301230\u591a\u4e2a\u56fd\u5bb6\u768440\u591a\u79cd\u8bed\u8a00\u3002\u4e3a\u4e86\u8d1f\u8d23\u4efb\u751f\u6210\uff0cBard\u751f\u6210\u7684\u56fe\u50cf\u90fd\u5c06\u7531SynthID\u8fdb\u884c\u6807\u8bb0\u3002SynthID\u662f\u8c37\u6b4cDeepMind\u5f00\u53d1\u7684\u4e00\u79cd\u6c34\u5370\u5de5\u5177\uff0c\u53ef\u5c06\u6570\u5b57\u6c34\u5370\u76f4\u63a5\u5d4c\u5165\u5230\u6211\u4eec\u751f\u6210\u7684\u56fe\u50cf\u7684\u50cf\u7d20\u4e2d\u3002SynthID\u7684\u6c34\u5370\u4eba\u773c\u65e0\u6cd5\u5bdf\u89c9\uff0c\u4f46\u53ef\u68c0\u6d4b\u4ee5\u8fdb\u884c\u8bc6\u522b\u3002<\/p>\n\n\n\n

2\u67082\u65e5\uff0c\u6b27\u76df27\u56fd\u4ee3\u8868\u6295\u7968\u4e00\u81f4\u652f\u6301\u300a\u4eba\u5de5\u667a\u80fd\u6cd5\u6848\u300b\u6587\u672c\uff0c\u6807\u5fd7\u6b27\u76df\u5411\u7acb\u6cd5\u76d1\u7ba1\u4eba\u5de5\u667a\u80fd\u8fc8\u51fa\u91cd\u8981\u4e00\u6b65\u3002\u6cd5\u6848\u8981\u6c42\u6240\u6709\u901a\u7528\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u9075\u5b88\u900f\u660e\u5ea6\u4e49\u52a1\uff0c\u540c\u610f\u4e25\u683c\u9650\u5236\u9762\u90e8\u8bc6\u522b\u7b49\u6280\u672f\u7684\u5e94\u7528\uff0c\u7981\u6b62\u5bf9\u4eba\u7c7b\u5b89\u5168\u9020\u6210\u201c\u4e0d\u53ef\u63a5\u53d7\u98ce\u9669\u201d\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u3002<\/p>\n\n\n\n

issue54 2024.2.5-2.11<\/strong><\/p>\n\n\n\n

2\u67086\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u5927\u6a21\u578b\uff08Qwen\uff09\u7684 1.5 \u7248\u4e0a\u7ebf\u4e86\u3002\u65b0\u7248\u5927\u6a21\u578b\u5305\u62ec\u516d\u4e2a\u578b\u53f7\u5c3a\u5bf8\uff1a0.5B\u30011.8B\u30014B\u30017B\u300114B \u548c 72B\uff0c\u5176\u4e2d\u6700\u5f3a\u7248\u672c\u7684\u6027\u80fd\u8d85\u8d8a\u4e86 GPT 3.5\u3001Mistral-Medium\uff0c\u5305\u62ec Base \u6a21\u578b\u548c Chat \u6a21\u578b\uff0c\u4e14\u6709\u591a\u8bed\u8a00\u652f\u6301\u3002Qwen 1.5 \u652f\u6301 32K \u4e0a\u4e0b\u6587\u957f\u5ea6\uff1b\u5f00\u653e\u4e86 Base + Chat \u6a21\u578b\u7684 checkpoint\uff1b\u53ef\u4e0e Transformers \u4e00\u8d77\u672c\u5730\u8fd0\u884c\uff1b\u540c\u65f6\u53d1\u5e03\u4e86 GPTQ Int-4 \/ Int8\u3001AWQ \u548c GGUF \u6743\u91cd\u3002\u672c\u6b21\u66f4\u65b0\u7740\u91cd\u63d0\u5347\u4e86 Chat \u6a21\u578b\u4e0e\u4eba\u7c7b\u504f\u597d\u7684\u5bf9\u9f50\u7a0b\u5ea6\uff0c\u5e76\u4e14\u663e\u8457\u589e\u5f3a\u4e86\u6a21\u578b\u7684\u591a\u8bed\u8a00\u5904\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n

2\u67088\u65e5\uff0c\u8c37\u6b4c\u5ba3\u5e03\u5927\u6a21\u578b\u4f53\u7cfb\u5168\u9762\u8fdb\u5165\u4e86 Gemini \u65f6\u4ee3\uff0c\u5e76\u5e26\u6765\u6700\u65b0\u7684 Gemini Ultra \u6a21\u578b\u3002Gemini Ultra 1.0 \u662f\u7b2c\u4e00\u4e2a\u5728 MMLU\uff08\u5927\u89c4\u6a21\u591a\u4efb\u52a1\u8bed\u8a00\u7406\u89e3\uff09\u8d85\u8d8a\u4eba\u7c7b\u4e13\u5bb6\u7684 AI \u6a21\u578b\uff0c\u7ed3\u5408\u4e86 57 \u4e2a\u79d1\u76ee\uff0c\u5305\u62ec\u6570\u5b66\u3001\u7269\u7406\u3001\u5386\u53f2\u3001\u6cd5\u5f8b\u3001\u533b\u5b66\u548c\u4f26\u7406\u5b66\uff0c\u7528\u6765\u6d4b\u8bd5\u5927\u6a21\u578b\u77e5\u8bc6\u548c\u89e3\u51b3\u95ee\u9898\u80fd\u529b\u7684\u57fa\u51c6\u3002\u8c37\u6b4c\u5b98\u5ba3\u56db\u9879AI\u65b0\u8fdb\u5c55\uff1a\u5927\u6a21\u578b\u7248\u672cGemini Ultra 1.0\u5168\u9762\u5f00\u653e\uff1b\u804a\u5929\u673a\u5668\u4ebaBard\u6b63\u5f0f\u5b98\u5ba3\u6539\u540d\u4e3aGemini\uff1b\u5b89\u5353\u7248\u65b0\u201cGemini\u201d\u5e94\u7528\u7a0b\u5e8f\u4e0a\u7ebf\uff1b\u5168\u5957\u529e\u516c\u5de5\u5177Google Workspace\u3001\u8c37\u6b4c\u4e91\u4e2d\u7684\u6240\u6709AI\u534f\u4f5c\u5de5\u5177Duet AI\u4e5f\u6539\u540d\u4e3aGemini\u3002<\/p>\n\n\n\n

issue55 2024.2.12-2.18<\/strong><\/p>\n\n\n\n

2\u670816\u65e5\uff0c OpenAI\u53d1\u5e03\u89c6\u9891\u751f\u6210\u6a21\u578bSora\uff0c\u79f0\u6784\u5efa\u4e86\u4e00\u4e2a\u201c\u7269\u7406\u4e16\u754c\u7684\u901a\u7528\u6a21\u62df\u5668\u201d\u3002\u5b83\u662f\u4e00\u79cd\u901a\u7528\u7684\u89c6\u89c9\u6570\u636e\u6a21\u578b\uff0c\u80fd\u591f\u751f\u6210\u5404\u79cd\u6301\u7eed\u65f6\u95f4\u3001\u5bbd\u9ad8\u6bd4\u548c\u5206\u8fa8\u7387\u7684\u89c6\u9891\u548c\u56fe\u7247\uff0c\u751a\u81f3\u957f\u8fbe\u4e00\u5206\u949f\u7684\u9ad8\u6e05\u89c6\u9891\u3002Sora\u662f\u4e00\u79cd\u57fa\u4e8eTransformer\u67b6\u6784\u7684\u6269\u6563\u6a21\u578b\uff0c\u6709\u5f88\u5f3a\u7684\u6269\u5c55\u6027\uff0c\u4ece\u566a\u58f0\u5f00\u59cb\uff0c\u80fd\u591f\u4e00\u6b21\u751f\u6210\u6574\u4e2a\u89c6\u9891\u6216\u6269\u5c55\u89c6\u9891\u7684\u957f\u5ea6\uff0c\u4e00\u6b21\u751f\u6210\u591a\u5e27\u7684\u9884\u6d4b\uff0c\u786e\u4fdd\u753b\u9762\u4e3b\u4f53\u5373\u4f7f\u6682\u65f6\u79bb\u5f00\u89c6\u91ce\u4e5f\u80fd\u4fdd\u6301\u4e0d\u53d8\u3002\u4e0d\u540c\u4e8eLLM\u4f7f\u7528\u7684\u6587\u672ctoken\uff0cSora\u4f7f\u7528\u7684\u662f\u89c6\u89c9patch\u3002\u8fd8\u91c7\u7528\u4e86DALL\u00b7E 3\u4e2d\u7684\u91cd\u65b0\u6807\u6ce8\u6280\u672f\uff0c\u5e94\u7528\u5728\u4e86\u89c6\u9891\u4e0a\u3002\u76ee\u524dSora\u6839\u636e\u56fe\u50cf\u548c\u6587\u672c\u63d0\u793a\u751f\u6210\u89c6\u9891\uff0c\u5df2\u7ecf\u80fd\u751f\u6210\u5177\u6709\u591a\u4e2a\u89d2\u8272\u3001\u5305\u542b\u7279\u5b9a\u8fd0\u52a8\u7684\u590d\u6742\u573a\u666f\uff0c\u4e0d\u4ec5\u80fd\u7406\u89e3\u7528\u6237\u5728\u63d0\u793a\u4e2d\u63d0\u51fa\u7684\u8981\u6c42\uff0c\u8fd8\u4e86\u89e3\u8fd9\u4e9b\u7269\u4f53\u5728\u7269\u7406\u4e16\u754c\u4e2d\u7684\u5b58\u5728\u65b9\u5f0f\u3002Sora\u8fd8\u53ef\u4ee5\u5728\u5355\u4e2a\u89c6\u9891\u4e2d\u521b\u5efa\u591a\u4e2a\u955c\u5934\uff0c\u5e76\u4f9d\u9760\u5bf9\u8bed\u8a00\u7684\u6df1\u5165\u7406\u89e3\u51c6\u786e\u5730\u89e3\u91ca\u63d0\u793a\u8bcd\uff0c\u4fdd\u7559\u89d2\u8272\u548c\u89c6\u89c9\u98ce\u683c\u3002<\/p>\n\n\n\n

Stability AI\u5f00\u6e90\u65b0\u578b\u6587\u751f\u56fe\u6a21\u578bStable Cascade\uff0c\u6807\u5fd7\u7740AI\u827a\u672f\u521b\u4f5c\u7684\u91cd\u5927\u8fdb\u5c55\u3002\u4e0eStable Diffusion\u76f8\u6bd4\uff0cStable Cascade\u62e5\u6709\u66f4\u5c0f\u7684\u6f5c\u5728\u7a7a\u95f4\uff0c\u63d0\u9ad8\u4e86\u8bad\u7ec3\u548c\u751f\u6210\u6548\u7387\u3002\u8be5\u6a21\u578b\u67b6\u6784\u5206\u4e3a\u4e09\u4e2a\u9636\u6bb5\uff1a\u6f5c\u5728\u751f\u6210\u5668\u3001\u6f5c\u5728\u89e3\u7801\u5668\u9636\u6bb5\u4e00\u548c\u4e8c\uff0c\u80fd\u591f\u5c06\u6587\u672c\u8f6c\u6362\u4e3a24×24\u50cf\u7d20\u7684\u6f5c\u5728\u5411\u91cf\uff0c\u5e76\u9010\u6b65\u91cd\u5efa\u9ad8\u8d28\u91cf\u56fe\u50cf\u3002\u5f00\u6e90\u4ee3\u7801\u5df2\u5728GitHub\u53d1\u5e03\uff0c\u7528\u6237\u53ef\u83b7\u53d6\u8bad\u7ec3\u548c\u63a8\u7406\u811a\u672c\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8AI\u7ed8\u753b\u5de5\u5177\u7684\u53d1\u5c55\u3002<\/p>\n\n\n\n

2\u670814\u65e5\uff0c\u4f5c\u4e3a\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206\uff0cOpenAI \u5f00\u59cb\u4e3a\u4e00\u5c0f\u90e8\u5206 ChatGPT \u514d\u8d39\u548c\u4ed8\u8d39\u7528\u6237\u63a8\u51fa\u65b0\u7684\u201c\u8bb0\u5fc6\u201d\u529f\u80fd\uff0c\u5e76\u5728\u672a\u6765\u8fdb\u884c\u5927\u89c4\u6a21\u7684\u63a8\u5e7f\u3002\u8be5\u529f\u80fd\u53ef\u8ba9\u7528\u6237\u660e\u786e\u544a\u8bc9 ChatGPT \u8bb0\u4f4f\u67d0\u4e9b\u5185\u5bb9\u6216\u8005\u7528\u6237\u67e5\u770b\u5b83\u8bb0\u4f4f\u4e86\u4ec0\u4e48\u3002ChatGPT \u7684\u8bb0\u5fc6\u529f\u80fd\u5b8c\u5168\u7531\u7528\u6237\u638c\u63a7\uff0c\u4e5f\u53ef\u4ee5\u968f\u65f6\u5173\u95ed\u8fd9\u79cd\u529f\u80fd\u3002ChatGPT \u7684\u8bb0\u5fc6\u4f1a\u968f\u7740\u4e92\u52a8\u800c\u6f14\u53d8\uff0c\u5e76\u4e14\u4e0e\u7279\u5b9a\u5bf9\u8bdd\u65e0\u5173\u3002\u5220\u9664\u804a\u5929\u8bb0\u5f55\u5e76\u4e0d\u4f1a\u6d88\u9664\u5176\u8bb0\u5fc6\uff0c\u5fc5\u987b\u5220\u9664\u8bb0\u5fc6\u672c\u8eab\u3002<\/p>\n\n\n\n

issue56 2024.2.19-2.25<\/strong><\/p>\n\n\n\n

2\u670821\u65e5\uff0c\u8c37\u6b4c\u5ba3\u5e03\u63a8\u51fa\u5168\u65b0\u5f00\u6e90\u6a21\u578bGemma\uff0c\u62c9\u4e01\u8bed\u4e2d\u610f\u4e3a\u201c\u5b9d\u77f3\u201d\u3002Gemma \u662f\u5148\u8fdb\u7684\u8f7b\u91cf\u7ea7\u5f00\u653e\u6a21\u578b\u7cfb\u5217\uff0c\u91c7\u7528\u4e86\u4e0e\u521b\u5efaGemini\u6a21\u578b\u76f8\u540c\u7684\u7814\u7a76\u548c\u6280\u672f\u3002\u672c\u6b21\uff0c\u8c37\u6b4c\u53d1\u5e03\u4e86Gemma\u7684\u4e24\u4e2a\u7248\u672c\uff1aGemma 2B\uff0820\u4ebf\u53c2\u6570\uff09\u548cGemma 7B\uff0870\u4ebf\u53c2\u6570\uff09\u3002\u6bcf\u79cd\u89c4\u6a21\u90fd\u63d0\u4f9b\u4e86\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u5fae\u8c03\u7248\u672c\u3002\u5f53\u524d\uff0cGemma 2B\u548c7B\u5141\u8bb8\u6240\u6709\u7ec4\u7ec7\uff08\u65e0\u8bba\u89c4\u6a21\u5927\u5c0f\uff09\u8d1f\u8d23\u4efb\u5730\u8fdb\u884c\u5546\u7528\u548c\u5206\u53d1\u3002<\/p>\n\n\n\n

MWC2024 \u5c06\u4e8e 2 \u6708 26 \u65e5\u81f3 29 \u65e5\u5728\u897f\u73ed\u7259\u5df4\u585e\u7f57\u90a3\u4e3e\u884c\uff0c\u8054\u60f3\u96c6\u56e2\u5c06\u63a8\u51fa\u6700\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u8bbe\u5907\u548c\u57fa\u7840\u8bbe\u65bd\u53ca\u89e3\u51b3\u65b9\u6848\u7ec4\u5408\uff0c\u5e76\u5c55\u793a\u4e24\u6b3e\u6311\u6218\u4f20\u7edf\u4e2a\u4eba\u7535\u8111\u548c\u667a\u80fd\u624b\u673a\u5916\u5f62\u7684\u65b0\u6982\u5ff5\u4ea7\u54c1\u3002\u79c9\u627fAI for All\u7684\u613f\u666f\uff0c\u8054\u60f3\u96c6\u56e2\u5c06\u5728 MWC \u4e0a\u63a8\u51fa\u591a\u6b3e\u5168\u65b0 AI PC \u548c\u8fb9\u7f18\u8ba1\u7b97\u89e3\u51b3\u65b9\u6848\uff0c\u52a0\u901f\u4fc3\u8fdb\u8be5\u6280\u672f\u5728 2024 \u548c 2025 \u5e74\u6210\u4e3a\u4e3b\u6d41\uff0c\u6df7\u5408\u4eba\u5de5\u667a\u80fd\u7684\u8d8b\u52bf\u5c06\u523a\u6fc0 AI PC \u548c AI Phone \u7684\u9700\u6c42\uff0c\u5e76\u63a8\u52a8\u65b0\u7684\u884c\u4e1a\u66f4\u65b0\u5468\u671f\u3002<\/p>\n\n\n\n

issue57 2024.2.26-3.3<\/strong><\/p>\n\n\n\n

2\u670826\u65e5\uff0c\u8c37\u6b4c\u56e2\u961f\u53d1\u5e03110\u4ebf\u53c2\u6570Genie\u7cbe\u7075\u3002Genie\u662f\u4e00\u79cd\u5168\u65b0\u7684\u751f\u6210\u5f0fAI\u8303\u5f0f\uff0c\u4ec5\u51ed\u4e00\u5f20\u56fe\u50cf\uff0c\u5c31\u80fd\u521b\u9020\u51fa\u4e92\u52a8\u6027\u5f3a\u3001\u53ef\u73a9\u7684\u73af\u5883\uff0c\u521b\u9020\u51fa\u53ef\u73a9\u7684\u865a\u62df\u4e16\u754c\uff0c\u52a8\u4f5c\u53ef\u63a7\u78be\u538bSora\u3002Genie\u5b66\u4e60\u4e8620\u4e07\u5c0f\u65f6\u7684\u672a\u6807\u6ce8\u4e92\u8054\u7f51\u89c6\u9891\uff0c\u4e3b\u8981\u5305\u62ec2D\u5e73\u53f0\u6e38\u620f\u548c\u673a\u5668\u4eba\u9886\u57df\u7684\u89c6\u9891\uff0c\u65e0\u9700\u76d1\u7763\u5373\u53ef\u8bad\u7ec3\u3002\u65e0\u9700\u4efb\u4f55\u52a8\u4f5c\u6807\u6ce8\uff0c\u4fbf\u53ef\u4ee5\u786e\u5b9a\u8c01\u662f\u4e3b\u89d2\uff0c\u5e76\u8ba9\u7528\u6237\u80fd\u591f\u5728\u751f\u6210\u7684\u4e16\u754c\u4e2d\u5bf9\u5176\u63a7\u5236\u3002Genie\u662f\u901a\u8fc7\u6f5c\u52a8\u4f5c\u6a21\u578b\u3001\u89c6\u9891\u5206\u8bcd\u5668\uff0c\u4ee5\u53ca\u81ea\u56de\u5f52\u52a8\u6001\u6a21\u578b\u4e09\u5927\u6838\u5fc3\u7ec4\u4ef6\u6765\u5b9e\u73b0\u7684\u3002<\/p>\n\n\n\n

2\u670827\u65e5\uff0c\u5f00\u6e90\u793e\u533aMistral AI\u53d1\u5e03\u65d7\u8230\u6a21\u578bMistral Large\uff08\u4e0d\u5f00\u6e90\uff09\uff0c\u5177\u5907\u5353\u8d8a\u7684\u903b\u8f91\u63a8\u7406\u80fd\u529b\uff0c\u80fd\u591f\u5904\u7406\u5305\u62ec\u6587\u672c\u7406\u89e3\u3001\u8f6c\u6362\u4ee5\u53ca\u4ee3\u7801\u751f\u6210\u5728\u5185\u7684\u590d\u6742\u591a\u8bed\u8a00\u4efb\u52a1\u3002\u5728\u4e3b\u6d41\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cMistral Large\uff0c\u6210\u7ee9\u4ec5\u6b21\u4e8eGPT-4\u3002Mistral Large\u80fd\u591f\u6bcd\u8bed\u822c\u6d41\u5229\u5730\u4f7f\u7528\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u5fb7\u8bed\u548c\u610f\u5927\u5229\u8bed\uff0c\u6df1\u523b\u7406\u89e3\u5404\u81ea\u7684\u8bed\u6cd5\u89c4\u5219\u548c\u6587\u5316\u80cc\u666f\uff1b\u80fd\u591f\u5904\u740632K Token\u7684\u4e0a\u4e0b\u6587\u5185\u5bb9\uff1b\u5728\u6267\u884c\u5177\u4f53\u6307\u4ee4\u65b9\u9762\u5f02\u5e38\u7cbe\u51c6\uff1b\u652f\u6301\u51fd\u6570\u8c03\u7528\u3002\u76ee\u524d\uff0c\u8fd9\u4e2a\u65b0\u65d7\u8230\u6a21\u578b\u4ec5\u5728Azure AI\u548cMistral AI\u5e73\u53f0\u4e0a\u53ef\u7528\u3002\u5176\u4e2d\uff0c\u5728Azure AI\u4e0a\u7684\u5b9a\u4ef7\u5982\u4e0b\uff1a\u8f93\u51fa\u4e3a0.024\u7f8e\u5143\/1000 token\uff0c\u8f93\u5165\u4e3a0.008\u7f8e\u5143\/1000 token\u3002<\/p>\n\n\n\n

issue58 2024.3.4-3.10<\/strong><\/p>\n\n\n\n

3\u67085\u65e5\uff0cAnthropic\u53d1\u5e03\u4e86\u6700\u65b0\u7684Claude 3\u7cfb\u5217\u6a21\u578b\uff0c\u5728\u591a\u6a21\u6001\u548c\u8bed\u8a00\u80fd\u529b\u6307\u6807\u4e0a\uff0c\u5305\u62ec\u63a8\u7406\u3001\u6570\u5b66\u3001\u7f16\u7801\u3001\u591a\u8bed\u8a00\u7406\u89e3\u548c\u89c6\u89c9\u65b9\u9762\uff0c\u78be\u538bGPT-4\u3002\u672c\u6b21\u53d1\u4e86\u4e09\u4e2a\u6a21\u578bClaude 3 Haiku\u3001Claude 3 Sonnet\u4e0eClaude 3 Opus\uff0c\u80fd\u529b\u4f9d\u6b21\u4ece\u4f4e\u5230\u9ad8\uff0c\u90fd\u5c06\u81f3\u5c11\u652f\u630120\u4e07token\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u90fd\u80fd\u5904\u7406\u8d85\u8fc7100\u4e07token\u7684\u8f93\u5165\u3002\u76ee\u524d\uff0cOpus\u548cSonnet\u5df2\u7ecf\u53ef\u4ee5\u5728claude.ai\u4ee5\u53ca\u8986\u76d6159\u4e2a\u56fd\u5bb6\u7684Claude API\u4e0a\u4f7f\u7528\u4e86\u3002Haiku\u6a21\u578b\u4e5f\u5c06\u5f88\u5feb\u63a8\u51fa\u3002<\/p>\n\n\n\n

3\u670810\u65e5\uff0cPika\u53d1\u5e03\u4e86\u4e00\u9879Sound Effects\u65b0\u529f\u80fd\uff0c\u53ef\u4ee5\u7ed9\u89c6\u9891\u65e0\u7f1d\u751f\u6210\u97f3\u6548\u3002Pika\u7ed9\u89c6\u9891\u751f\u6210\u97f3\u6548\u7684\u64cd\u4f5c\u7b80\u5355\u3002\u76f8\u6bd4\u4e8e\u6b64\u524d\u751f\u6210\u89c6\u9891\u7684\u64cd\u4f5c\uff0c\u73b0\u5728\u53ea\u9700\u5f00\u542f\u4e0b\u65b9\u201cSound effects\u201d\u6309\u94ae\u5373\u53ef\u3002\u6216\u8005\u5728\u751f\u6210\u4e86\u89c6\u9891\u8fc7\u540e\uff0c\u70b9\u51fb\u4e0b\u65b9\u7684\u201cEdit\u201d\uff0c\u518d\u9009\u62e9\u201cSound Effects\u201d\u5355\u72ec\u7ed9\u5b83\u914d\u97f3\u3002Sound Effects\u529f\u80fd\u76ee\u524d\u53ea\u5bf9\u8d85\u7ea7\u5408\u4f5c\u8005\uff08Super Collaborator\uff09\u548cPro\u7528\u6237\u5f00\u653e\u6d4b\u8bd5\u3002<\/p>\n\n\n\n

issue59 2024.3.11-3.17<\/strong><\/p>\n\n\n\n

3\u670814\u65e5\uff0c\u56fd\u5185\u7684\u5927\u6a21\u578b\u72ec\u89d2\u517d\u516c\u53f8\u96f6\u4e00\u4e07\u7269\u6b63\u5f0f\u53d1\u5e03\u4e86 Yi \u5927\u6a21\u578b API \u5f00\u653e\u5e73\u53f0\u3002\u6b64\u6b21 API \u5f00\u653e\u5e73\u53f0\u63d0\u4f9b\u4ee5\u4e0b\u6a21\u578b\uff1aYi-34B-Chat-0205\uff1a\u652f\u6301\u901a\u7528\u804a\u5929\u3001\u95ee\u7b54\u3001\u5bf9\u8bdd\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u7b49\u529f\u80fd\u3002Yi-34B-Chat-200K\uff1a200K \u4e0a\u4e0b\u6587\uff0c\u591a\u6587\u6863\u9605\u8bfb\u7406\u89e3\u3001\u8d85\u957f\u77e5\u8bc6\u5e93\u6784\u5efa\u5c0f\u80fd\u624b\u3002Yi-VL-Plus: \u591a\u6a21\u6001\u6a21\u578b\uff0c\u652f\u6301\u6587\u672c\u3001\u89c6\u89c9\u591a\u6a21\u6001\u8f93\u5165\uff0c\u4e2d\u6587\u56fe\u8868\u4f53\u9a8c\u8d85\u8fc7 GPT-4V\u3002<\/p>\n\n\n\n

3\u670815\u65e5\uff0c\u82f9\u679c\u6b63\u5f0f\u516c\u5e03\u81ea\u5bb6\u7684\u591a\u6a21\u6001\u5927\u6a21\u578bMM1\u7cfb\u5217\uff0c\u5177\u6709 30B \u53c2\u6570\uff0c\u53c2\u6570\u6700\u9ad8\u53ef\u8fbe 300 \u4ebf\u3002\u5b83\u7531\u5bc6\u96c6\u6a21\u578b\u548c\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u53d8\u4f53\u7ec4\u6210\uff0c\u4e0d\u4ec5\u5728\u9884\u8bad\u7ec3\u6307\u6807\u4e2d\u5b9e\u73b0 SOTA\uff0c\u5728\u4e00\u7cfb\u5217\u5df2\u6709\u591a\u6a21\u6001\u57fa\u51c6\u4e0a\u76d1\u7763\u5fae\u8c03\u540e\u4e5f\u80fd\u4fdd\u6301\u6709\u7ade\u4e89\u529b\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n

3\u670817\u65e5\uff0cxA\u5b98\u65b9\u5f00\u6e90Grok-1\uff0c\u4e00\u4e2a3140\u4ebf\u53c2\u6570\u76848\u4e2aMoE\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\u3002\u4ee3\u7801\u548c\u6a21\u578b\u6743\u91cd\u5df2\u4e0a\u7ebfGitHub\uff0c\u6a21\u578b\u7684\u6743\u91cd\u6587\u4ef6\u5219\u662f\u4ee5\u78c1\u529b\u94fe\u63a5\u7684\u5f62\u5f0f\u63d0\u4f9b\uff0c\u6587\u4ef6\u5927\u5c0f\u63a5\u8fd1300GB\u3002\u5f00\u6e90\u7684\u662f2023\u5e7410\u6708\u9884\u8bad\u7ec3\u9636\u6bb5\u7684\u539f\u59cb\u57fa\u7840\u6a21\u578b\uff0c\u6ca1\u6709\u9488\u5bf9\u4efb\u4f55\u7279\u5b9a\u5e94\u7528\u8fdb\u884c\u5fae\u8c03\u3002Grok-1\u9009\u7528\u4e86Rust\u7f16\u7a0b\u8bed\u8a00\u4ee5\u53ca\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u65b0\u79c0JAX\u3002<\/p>\n\n\n\n

issue60 2024.3.18-3.24<\/strong><\/p>\n\n\n\n

3\u670818\u65e5\uff0c\u6708\u4e4b\u6697\u9762\u5c06\u81ea\u5bb6\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u63d0\u5347\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7\uff0c\u4ece\u53d1\u5e03\u4e4b\u521d\u768420\u4e07\u5b57\uff0c\u62d3\u5c55\u5230200\u4e07\u5b57\u3002\u8be5\u7248\u672c\u5728Kimi\u4e0a\u5f00\u542f\u5185\u6d4b\uff0c\u5e76\u4e14\u5728\u4e0eKimi\u5bf9\u8bdd\u8fc7\u7a0b\u4e2d\uff0c\u52a0\u5165\u4e86\uff08\u4e0d\u6253\u65ad\u6a21\u578b\u601d\u8def\u7684\uff09\u201c\u7ee7\u7eed\u201d\u529f\u80fd\u6309\u94ae\u3002\u540c\u65f6\uff0c\u76f8\u540c\u6210\u672c\u3001\u76f8\u540c\u8bbe\u5907\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u54cd\u5e94\u901f\u5ea6\u63d0\u5347\u4e863\u500d\u5de6\u53f3\u3002\u6708\u4e4b\u6697\u9762\u8fd8\u63d0\u51fa\u4e86\u201cKimi 10\u5206\u949f\u901f\u6210\u5b9a\u5f8b\u201d\uff0c\u5373\u65e0\u5173\u9886\u57df\u5927\u4f17\u5c0f\u4f17\uff0c\u4e5f\u65e0\u5173\u8d44\u6599\u6216\u591a\u6216\u5c11\uff0c\u53ea\u8981\u628a\u8d44\u6599\u4e00\u80a1\u8111\u4e22\u7ed9\u6a21\u578b\uff0c10\u5206\u949f\u5185\uff0cKimi\u90fd\u80fd\u5feb\u901f\u5165\u95e8\u4e00\u4e2a\u65b0\u9886\u57df\u3002\u6b64\u5916\uff0c Kimi Chat\u6539\u540d\u4e3aKimi\u667a\u80fd\u52a9\u624b\uff0cMoonshot\u5927\u6a21\u578b\u6539\u540d\u4e3aKimi\u5927\u6a21\u578b\u3002<\/p>\n\n\n\n

AI\u521d\u521b\u516c\u53f8Suno AI\u91cd\u78c5\u63a8\u51fa\u4e86\u4e00\u6b3e\u97f3\u4e50\u751f\u6210\u6a21\u578bV3\u3002\u4ec5\u7528\u51e0\u79d2\u7684\u65f6\u95f4\uff0cV3\u4fbf\u53ef\u4ee5\u521b\u4f5c\u51fa2\u5206\u949f\u7684\u5b8c\u6574\u6b4c\u66f2\u3002\u73b0\u5728\u5df2\u7ecf\u5411\u6240\u6709\u7528\u6237\u514d\u8d39\u5f00\u653e\u3002\u76f8\u6bd4\u4e0e\u4e4b\u524d\u7684\u7248\u672c\uff0cv3\u751f\u6210\u7684\u97f3\u4e50\u8d28\u91cf\u66f4\u9ad8\uff0c\u800c\u4e14\u80fd\u5236\u4f5c\u5404\u79cd\u5404\u6837\u7684\u98ce\u683c\u548c\u6d41\u6d3e\u7684\u97f3\u4e50\u548c\u6b4c\u66f2\u3002\u63d0\u793a\u8bcd\u7684\u8fde\u8d2f\u6027\u4e5f\u6709\u4e86\u5927\u5e45\u63d0\u5347\uff0c\u6b4c\u66f2\u7ed3\u5c3e\u7684\u8d28\u91cf\u4e5f\u83b7\u5f97\u4e86\u6781\u5927\u7684\u63d0\u9ad8\u3002\u4e3a\u4e86\u6fc0\u53d1\u4eba\u4eec\u7684\u521b\u4f5c\u7075\u611f\uff0cSuno v3\u8fd8\u65b0\u589e\u4e86\u66f4\u4e30\u5bcc\u7684\u97f3\u4e50\u98ce\u683c\u548c\u6d41\u6d3e\u9009\u9879\uff0c\u6bd4\u5982\u53e4\u5178\u97f3\u4e50\u3001\u7235\u58eb\u4e50\u3001Hiphop\u3001\u7535\u5b50\u7b49\u65b0\u6f6e\u66f2\u98ce\u3002<\/p>\n\n\n\n

3\u670818\u65e5\uff0cColossal-AI\u56e2\u961f\u5168\u9762\u5f00\u6e90\u4e86\u7c7bSora\u67b6\u6784\u89c6\u9891\u751f\u6210\u6a21\u578bOpen-Sora 1.0\uff0c\u6db5\u76d6\u4e86\u5173\u4e8e\u6587\u751f\u89c6\u9891\u7684\u6574\u4e2a\u8bad\u7ec3\u6d41\u7a0b\uff0c\u5305\u62ec\u6570\u636e\u5904\u7406\u3001\u6240\u6709\u8bad\u7ec3\u7ec6\u8282\u548c\u6a21\u578b\u6743\u91cd\uff0c1\u4e07\u7f8e\u514364\u5757GPU\u590d\u73b0\uff0c\u8bad\u7ec3\u6210\u672c\u76f4\u964d46%\u3002\u6a21\u578b\u91c7\u7528\u4e86\u76ee\u524d\u706b\u70ed\u7684Diffusion Transformer\uff08DiT\uff09\u67b6\u6784\u3002\u6574\u4e2a\u67b6\u6784\u5305\u62ec\u4e00\u4e2a\u9884\u8bad\u7ec3\u597d\u7684VAE\uff0c\u4e00\u4e2a\u6587\u672c\u7f16\u7801\u5668\uff0c\u548c\u4e00\u4e2a\u5229\u7528\u7a7a\u95f4-\u65f6\u95f4\u6ce8\u610f\u529b\u673a\u5236\u7684STDiT\uff08Spatial Temporal Diffusion Transformer\uff09\u6a21\u578b\u3002Open-Sora\u7684\u590d\u73b0\u65b9\u6848\u53c2\u8003\u4e86Stable Video Diffusion\uff08SVD\uff09\u5de5\u4f5c\uff0c\u5171\u5305\u62ec\u4e09\u4e2a\u9636\u6bb5\uff0c\u5206\u522b\u662f\uff1a\u5927\u89c4\u6a21\u56fe\u50cf\u9884\u8bad\u7ec3\uff1b\u5927\u89c4\u6a21\u89c6\u9891\u9884\u8bad\u7ec3\uff1b\u9ad8\u8d28\u91cf\u89c6\u9891\u6570\u636e\u5fae\u8c03\u3002<\/p>\n\n\n\n

3\u670819\u65e5\uff0cStability AI \u63a8\u51fa3D \u89c6\u9891\u751f\u6210\u5927\u6a21\u578bStable Video 3D\uff08\u7b80\u79f0 SV3D\uff09\u3002\u8be5\u6a21\u578b\u57fa\u4e8e Stable Video Diffusion \u6253\u9020\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347 3D \u751f\u6210\u7684\u8d28\u91cf\u548c\u591a\u89c6\u89d2\u4e00\u81f4\u6027\uff0c\u6548\u679c\u8981\u4f18\u4e8e\u4e4b\u524d Stability AI \u63a8\u51fa\u7684 Stable Zero123 \u4ee5\u53ca\u4e30\u7530\u7814\u7a76\u9662\u548c\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u8054\u5408\u5f00\u6e90\u7684 Zero123-XL\u3002\u76ee\u524d\uff0cStable Video 3D \u65e2\u652f\u6301\u5546\u7528\uff0c\u9700\u8981\u52a0\u5165 Stability AI \u4f1a\u5458\uff08Membership\uff09\uff1b\u4e5f\u652f\u6301\u975e\u5546\u7528\uff0c\u7528\u6237\u5728 Hugging Face \u4e0a\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u5373\u53ef\u3002<\/p>\n\n\n\n

3\u670822\u65e5\uff0c\u767e\u5ea6\u5347\u7ea7\u4e86\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u795e\u5668\u767e\u5ea6\u5343\u5e06AppBuilder\u3002\u5b83\u5f00\u653e\u4e8655\u4e2a\u5de5\u5177\u7ec4\u4ef6\uff0c\u5305\u62ec\u5927\u6a21\u578b\u7ec4\u4ef6\u3001AI\u7ec4\u4ef6\u3001\u641c\u7d22\u7ec4\u4ef6\u3001\u7b2c\u4e09\u4e2aAPI\u5de5\u5177\u7b49\u3002\u80fd\u8ba9\u4f01\u4e1a\u6216\u4e2a\u4eba\u96f6\u95e8\u69db\u5f00\u53d1\u5404\u79cd\u573a\u666f\u4e0b\u7684Agent\u5e94\u7528\u3002\u540c\u65f6\uff0c\u767e\u5ea6\u5927\u6a21\u578b\u4e5f\u4e0a\u65b0\u4e86\uff0c\u4e00\u51715\u4e2a\uff0c\u4e3b\u6253\u8f7b\u91cf\u5316\u3001\u6027\u4ef7\u6bd4\u3001\u5b9e\u9645\u573a\u666f\uff1aERNIE Speed\uff0cERNIE Lite\uff0cERNIE Tiny\uff0cERNIE Character\uff0cERNIE Functions\u3002<\/p>\n\n\n\n

issue61 2024.3.25-3.31<\/strong><\/p>\n\n\n\n

3\u670829\u65e5\uff0c\u4eba\u5de5\u667a\u80fd\u72ec\u89d2\u517dAI21 Labs\u63a8\u51fa\u5e76\u5f00\u6e90\u4e86Jamba\uff0c\u5728\u591a\u4e2a\u57fa\u51c6\u4e0a\u8d85\u8d8a\u4e86 transformer\u3002Jamba \u5c06\u57fa\u4e8e\u7ed3\u6784\u5316\u72b6\u6001\u7a7a\u95f4\u6a21\u578b (SSM) \u7684 Mamba \u6a21\u578b\u4e0e transformer \u67b6\u6784\u76f8\u7ed3\u5408\uff0c\u662f\u57fa\u4e8e\u5168\u65b0SSM-Transformer\u6df7\u5408\u67b6\u6784\u768452B\u751f\u4ea7\u7ea7Mamba\u6a21\u578b\uff0c\u4e0eMixtral 8x7B\u76f8\u6bd4\uff0c\u957f\u6587\u672c\u5904\u7406\u541e\u5410\u91cf\u63d0\u9ad8\u4e863\u500d\uff1b\u5b9e\u73b0\u4e86256K\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\uff1b\u662f\u540c\u7b49\u89c4\u6a21\u4e2d\uff0c\u80fd\u5728\u5355\u5f20GPU\u4e0a\u5904\u7406140K\u4e0a\u4e0b\u6587\u7684\u6a21\u578b\uff1b\u4ee5Apache 2.0\u5f00\u6e90\u8bb8\u53ef\u534f\u8bae\u53d1\u5e03\uff0c\u5f00\u653e\u6743\u91cd\u3002<\/p>\n\n\n\n

3\u670829\u65e5\uff0cxAI\u5347\u7ea7\u63a8\u51faGrok-1.5\u6a21\u578b\uff0c\u6570\u5b66\u548c\u4ee3\u7801\u80fd\u529b\u5927\u5e45\u63d0\u5347\uff0c\u652f\u6301128k\u957f\u4e0a\u4e0b\u6587\u3002Grok-1.5\u80fd\u591f\u5728\u5176\u4e0a\u4e0b\u6587\u7a97\u53e3\u5185\u5904\u7406128K token\u7684\u6587\u672c\u3002\u6b64\u5916\uff0c\u65b0\u6a21\u578b\u8fd8\u53ef\u4ee5\u5904\u7406\u66f4\u957f\u548c\u66f4\u590d\u6742\u7684\u63d0\u793a\uff0c\u540c\u65f6\u5728\u5176\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5c55\u65f6\u4ecd\u4fdd\u6301\u5176\u6307\u4ee4\u8ddf\u968f\u80fd\u529b\u3002Grok-1.5\u6784\u5efa\u5728\u57fa\u4e8eJAX\u3001Rust\u548cKubernetes\u7684\u5b9a\u5236\u5206\u5e03\u5f0f\u8bad\u7ec3\u6846\u67b6\u4e4b\u4e0a\u3002<\/p>\n\n\n\n

3\u670830\u65e5\uff0cOpenAI \u9996\u6b21\u4eae\u76f8\u4e86\u8bed\u97f3\u5f15\u64ce Voice Engine\u9884\u89c8\u7248\uff0c\u5176\u9996\u6b21\u5f00\u53d1\u65f6\u95f4\u662f 2022 \u5e74\u672b\u3002\u901a\u8fc7\u6587\u672c\u8f93\u5165\u4ee5\u53ca\u4e00\u6bb5 15 \u79d2\u7684\u97f3\u9891\u793a\u4f8b\uff0c\u53ef\u4ee5\u751f\u6210\u65e2\u81ea\u7136\u53c8\u4e0e\u539f\u58f0\u6781\u4e3a\u63a5\u8fd1\u7684\u8bed\u97f3\u3002\u5373\u4f7f\u662f\u5c0f\u6a21\u578b\uff0c\u53ea\u9700\u4e00\u4e2a 15 \u79d2\u7684\u6837\u672c\uff0c\u4e5f\u80fd\u521b\u9020\u51fa\u5bcc\u6709\u60c5\u611f\u4e14\u903c\u771f\u7684\u58f0\u97f3\u3002Voice Engine \u5e76\u672a\u6839\u636e\u7528\u6237\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u6216\u5fae\u8c03\uff0c\u800c\u662f\u901a\u8fc7\u4e00\u4e2a\u6269\u6563\u8fc7\u7a0b\u548c transformer \u7ed3\u5408\u7684\u65b9\u5f0f \u4ece\u800c\u4ea7\u751f\u8bed\u97f3\u3002\u4e0d\u8fc7\uff0cVoice Engine \u76ee\u524d\u4e0d\u652f\u6301\u97f3\u8c03\u3001\u97f3\u9ad8\u6216\u8282\u594f\u7684\u8c03\u6574\u3002Voice Engine \u7684\u5b9a\u4ef7\u4e3a\u6bcf\u4e00\u767e\u4e07\u5b57\u7b26 15 \u7f8e\u5143\u3002<\/p>\n\n\n\n

RWKV \u5143\u59cb\u667a\u80fd \u65e5\u524d\u5ba3\u5e03\u5411\u5168\u7403\u5f00\u6e90\u5176 RWKV-6 1.6B\uff082.5T Tokens\uff09 \u6a21\u578b\u3002<\/p>\n\n\n\n

issue62 2024.4.1-4.7<\/strong><\/p>\n\n\n\n

\u963f\u91cc\u901a\u4e49\u5343\u95ee\u56e2\u961f\u6b63\u5f0f\u516c\u5f00 Qwen1.5-32B\uff0c\u5b83\u662f Qwen1.5 \u8bed\u8a00\u6a21\u578b\u7cfb\u5217\u7684\u65b0\u6210\u5458\uff0c\u5728\u6027\u80fd\u3001\u6548\u7387\u548c\u5185\u5b58\u5360\u7528\u4e4b\u95f4\u5bfb\u6c42\u7406\u60f3\u5e73\u8861\uff0c\u65e8\u5728\u63d0\u4f9b\u4e0e30\u4ebf\u53c2\u6570\u89c4\u6a21\u6a21\u578b\u76f8\u5ab2\u7f8e\u7684\u6027\u80fd\u3002\u5728 MMLU\u3001GSM8K\u3001HumanEval \u4ee5\u53caBBH\u7b49\u591a\u4e2a\u4efb\u52a1\u4e0a\uff0cQwen1.5-32B \u5373\u4f7f\u4e0e72B\u53c2\u6570\u6a21\u578b\u76f8\u6bd4\u6027\u80fd\u6709\u6240\u4e0b\u964d\uff0c\u4f46\u5728\u591a\u6570\u4efb\u52a1\u4e2d\u4ecd\u4f18\u4e8e\u5176\u4ed630B\u7ea7\u522b\u6a21\u578b\u3002\u76f8\u8f83\u4e8e72B\u6a21\u578b\uff0cQwen1.5-32B\u7684\u5185\u5b58\u5360\u7528\u5927\u5e45\u51cf\u5c11\uff0c\u8fd0\u884c\u901f\u5ea6\u663e\u8457\u63d0\u5347\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u4e3a\u5176\u4e0b\u6e38\u5e94\u7528\u627e\u5230\u66f4\u4f18\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n

4\u67082\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u5b98\u5ba3\uff0cAI\u97f3\u4e50\u751f\u6210\u5927\u6a21\u578b\u5929\u5de5SkyMusic\u57fa\u4e8e\u6606\u4ed1\u4e07\u7ef4\u5929\u5de53.0\u8d85\u7ea7\u5927\u6a21\u578b\u6253\u9020\uff0c\u5373\u65e5\u8d77\u9762\u5411\u793e\u4f1a\u5f00\u542f\u514d\u8d39\u9080\u6d4b\u3002\u672c\u8f6e\u6d4b\u8bd5\u5df2\u5f00\u653e1000\u4e2a\u514d\u8d39\u540d\u989d\u3002\u5929\u5de5SkyMusic\u91c7\u7528\u97f3\u4e50\u97f3\u9891\u9886\u57df\u7c7bSora\u6a21\u578b\u67b6\u6784\uff1aLarge-scale Transformer \u8d1f\u8d23\u8c31\u66f2\uff0c\u6765\u5b66\u4e60 Music Patches \u7684\u4e0a\u4e0b\u6587\u4f9d\u8d56\u5173\u7cfb\uff0c\u540c\u65f6\u5b8c\u6210\u97f3\u4e50\u53ef\u63a7\u6027\uff1bDiffusion Transformer \u8d1f\u8d23\u6f14\u5531\uff0c\u901a\u8fc7LDM\u8ba9Music Patches\u88ab\u8fd8\u539f\u6210\u9ad8\u8d28\u91cf\u97f3\u9891\uff0c\u4f7f\u5f97\u5929\u5de5SkyMusic\u80fd\u591f\u652f\u6301\u751f\u621080\u79d244100Hz \u91c7\u6837\u7387\u53cc\u58f0\u9053\u7acb\u4f53\u58f0\u6b4c\u66f2\u3002\u8fd9\u5957\u6a21\u578b\u67b6\u6784\u5728\u5904\u7406\u89c6\u9891\u3001\u97f3\u9891\u548c\u97f3\u4e50\u9886\u57df\u6548\u679c\u6781\u4f73\u3002<\/p>\n\n\n\n

4\u67083\u65e5\uff0c\u817e\u8baf\u5f00\u6e90\u4e86\u6587\u751f\u89c6\u9891\u5de5\u5177MuseV\uff0c\u4e3b\u6253\u57fa\u4e8e\u89c6\u89c9\u6761\u4ef6\u5e76\u884c\u53bb\u566a\u7684\u65e0\u9650\u957f\u5ea6\u548c\u9ad8\u4fdd\u771f\u865a\u62df\u4eba\u89c6\u9891\u751f\u6210\u3002\u6587\u672c\u3001\u56fe\u50cf\u5230\u89c6\u9891\u7684\u751f\u6210\u7ed3\u679c\u7684\u6240\u6709\u5e27\u76f4\u63a5\u7531MuseV\u751f\u6210\uff0c\u6ca1\u6709\u65f6\u5e8f\u8d85\u5206\u8fa8\u3001\u7a7a\u95f4\u8d85\u5206\u8fa8\u7b49\u4efb\u4f55\u540e\u5904\u7406\u3002\u9664\u4e86\u76f4\u63a5\u653e\u51fa\u6a21\u578b\u4ee3\u7801\uff0c\u76ee\u524dMuseV\u8fd8\u6709demo\u53ef\u4f53\u9a8c\u3002<\/p>\n\n\n\n

4\u67081\u65e5\uff0c\u521d\u521b\u516c\u53f8\u9636\u8dc3\u661f\u8fb0\uff0c\u53d1\u5e03\u4e86\u4e09\u4e2a\u5927\u6a21\u578b\uff1aStep-1\u5343\u4ebf\u53c2\u6570\u8bed\u8a00\u5927\u6a21\u578b\u3001Step-1V\u5343\u4ebf\u53c2\u6570\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u4ee5\u53caStep-2\u4e07\u4ebf\u53c2\u6570MoE\u8bed\u8a00\u5927\u6a21\u578b\u9884\u89c8\u7248\u3002\u76ee\u524d\uff0c\u5343\u4ebf\u53c2\u6570\u6a21\u578b Step-1\u8d85\u8fc7 GPT-3.5 \uff0c\u591a\u6a21\u6001\u5927\u6a21\u578b Step-1V\u6bd4\u80a9 GPT-4V\u3002\u7b2c\u4e00\u6b3e\u5e94\u7528\u662f\u8dc3\u95ee\u804a\u5929\u52a9\u624b\uff0c\u53ef\u4ee5\u5b8c\u6210\u4fe1\u606f\u67e5\u8be2\u3001\u8bed\u8a00\u5b66\u4e60\u3001\u521b\u610f\u5199\u4f5c\u3001\u56fe\u6587\u89e3\u8bfb\u7b49\u4efb\u52a1\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u5177\u5907\u4e86\u591a\u6a21\u6001\u5185\u5bb9\u7406\u89e3\u80fd\u529b\u3001\u8054\u7f51\u641c\u7d22\u3001\u4ee3\u7801\u5206\u6790\u589e\u5f3a\uff08POT\uff09\u7b49\u80fd\u529b\uff0c\u9ad8\u6548\u7406\u89e3\u548c\u56de\u5e94\u7528\u6237\u7684\u67e5\u8be2\uff0c\u63d0\u4f9b\u8fde\u8d2f\u4e14\u76f8\u5173\u7684\u5bf9\u8bdd\u3002<\/p>\n\n\n\n

4\u67081\u65e5\uff0c\u6f9c\u821f\u79d1\u6280\u5b98\u5ba3\uff1a\u5b5f\u5b503-13B\u5927\u6a21\u578b\u6b63\u5f0f\u5f00\u6e90\uff0c\u9762\u5411\u5b66\u672f\u7814\u7a76\u5b8c\u5168\u5f00\u653e\uff0c\u5e76\u652f\u6301\u514d\u8d39\u5546\u7528\u3002\u5b5f\u5b503-13B\u5927\u6a21\u578b\u662f\u57fa\u4e8eLlama\u67b6\u6784\uff0c\u6570\u636e\u96c6\u89c4\u6a21\u9ad8\u8fbe3T Tokens\u3002\u8bed\u6599\u7cbe\u9009\u81ea\u7f51\u9875\u3001\u767e\u79d1\u3001\u793e\u4ea4\u3001\u5a92\u4f53\u3001\u65b0\u95fb\uff0c\u4ee5\u53ca\u9ad8\u8d28\u91cf\u7684\u5f00\u6e90\u6570\u636e\u96c6\u3002\u901a\u8fc7\u5728\u4e07\u4ebftokens\u4e0a\u8fdb\u884c\u591a\u8bed\u8a00\u8bed\u6599\u7684\u7ee7\u7eed\u8bad\u7ec3\uff0c\u6a21\u578b\u7684\u4e2d\u6587\u80fd\u529b\u7a81\u51fa\u5e76\u4e14\u517c\u987e\u591a\u8bed\u8a00\u80fd\u529b\u3002<\/p>\n\n\n\n

OpenAI\u5b98\u5ba34\u67082\u65e5\u8d77\uff0cChatGPT\u4e0d\u7528\u6ce8\u518c\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u3002\u867d\u7136\u8fd9\u6b21\u5f00\u653e\u7684\u7248\u672c\u662fGPT-3.5\uff0c\u8bad\u7ec3\u6570\u636e\u622a\u6b62\u52302022\u5e74\uff0c\u4f46\u4ecd\u7136\u5927\u5927\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\u3002\u6b64\u540e\u7684ChatGPT\u5c06\u6210\u4e3a\u4e00\u9879\u514d\u8d39\uff0c\u5feb\u901f\u7684\u57fa\u7840\u670d\u52a1\u3002<\/p>\n\n\n\n

4\u67084\u65e5\uff0cOpenAI \u7684 DALL-E \u8fdb\u884c\u4e86\u591a\u9879\u5347\u7ea7\uff0c\u6dfb\u52a0\u4e86\u4e0e ChatGPT \u7684\u96c6\u6210\uff0c\u73b0\u5728\u7528\u6237\u53ef\u4ee5\u5728 ChatGPT \u4e2d\u4f7f\u7528 DALL-E \u7ec4\u4ef6\u8fdb\u884c\u590d\u6742\u7684\u56fe\u50cf\u7f16\u8f91\u3002\u5f53\u8f93\u5165\u4e00\u4e2a\u60f3\u6cd5\u65f6\uff0cChatGPT \u4f1a\u81ea\u52a8\u4e3a\u751f\u6210\u6a21\u578b\u751f\u4ea7\u91cf\u8eab\u5b9a\u5236\u7684\u3001\u8be6\u7ec6\u7684 Prompt\uff0c\u7528\u6237\u4e5f\u53ef\u4ee5\u7ee7\u7eed\u4f7f\u7528\u81ea\u5df1\u7684 Prompt\u3002<\/p>\n\n\n\n

issue63 2024.4.8-4.14<\/strong><\/p>\n\n\n\n

4\u67089\u65e5\uff0cGoogle Cloud Next 2024\u5927\u4f1a\u4e0a\uff0c\u8c37\u6b4c\u5ba3\u5e03Gemini 1.5 Pro\u6b63\u5f0f\u5f00\u653e\u516c\u5f00\u53ef\u7528\u3001\u4e0a\u7ebf\u97f3\u9891\u5904\u7406\u80fd\u529b\uff1b\u66f4\u65b0\u4ee3\u7801\u6a21\u578bCodeGemma\uff0c\u63a8\u51fa\u9996\u6b3e\u81ea\u7814Arm\u67b6\u6784\u5904\u7406\u5668Axion\uff0c\u5347\u7ea7\u89c6\u9891\u7248Imagen 2.0\u3002\u5176\u4e2d\uff0c\u8c37\u6b4cGemini 1.5 Pro\u5df2\u7ecf\u5728Vertex AI\u4e0a\u5f00\u653e\u516c\u6d4b\uff0c100\u4e07token\uff0c\u8fd8\u589e\u52a0\u4e86\u97f3\u9891\u529f\u80fd\u3002\u5b83\u80fd\u5904\u7406\u97f3\u9891\u6d41\uff0c\u5305\u62ec\u8bed\u97f3\u548c\u89c6\u9891\u4e2d\u7684\u97f3\u9891\u3002<\/p>\n\n\n\n

4\u670810\u65e5\uff0cOpenAI\u5b98\u5ba3\u53d1\u5e03\u4e86\u5177\u5907\u89c6\u89c9\u529f\u80fdGPT-4 Turbo\u7684\u6b63\u5f0f\u7248\uff0c\u80fd\u5904\u7406128k\u4e0a\u4e0b\u6587\uff0c\u5df2\u7ecf\u53ef\u4ee5\u901a\u8fc7API\u8c03\u7528\u4e86\uff0c\u5176\u8bad\u7ec3\u6570\u636e\u622a\u6b62\u52302023\u5e7412\u6708\u3002\u540c\u65f6\uff0cVision\u8bf7\u6c42\u4e5f\u53ef\u4ee5\u4f7f\u7528JSON\u6a21\u5f0f\u548c\u51fd\u6570\u8c03\u7528\u3002\u65b0\u6a21\u578b\u53ef\u4ee5\u6709\u52a9\u4e8e\u7b80\u5316\u5f00\u53d1\u4eba\u5458\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u521b\u9020\u51fa\u66f4\u9ad8\u6548\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u4e0e\u6b64\u540c\u65f6\uff0cOpenAI\u5df2\u7ecf\u5c06GPT-4\u6bcf3\u5c0f\u65f640\u6761\u6d88\u606f\u7684\u4f7f\u7528\u9650\u5236\uff0c\u53d8\u6210\u4e86\u6839\u636e\u4f9b\u9700\u60c5\u51b5\u52a8\u6001\u8c03\u6574\u7684\u7075\u6d3b\u914d\u989d\u3002\u4e0d\u8fc7\uff0c\u6709\u7814\u7a76\u53d1\u73b0\uff0cGPT-4 Turbo with Vision\u5728\u7f16\u7801\u65b9\u9762\u8f83\u5dee\u3002<\/p>\n\n\n\n

4\u670813\u65e5\uff0cxAI \u63a8\u51fa\u4e86\u591a\u6a21\u6001\u6a21\u578b Grok-1.5V\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u80fd\u7406\u89e3\u6587\u672c\uff0c\u8fd8\u80fd\u5904\u7406\u6587\u6863\u3001\u56fe\u8868\u3001\u622a\u56fe\u548c\u7167\u7247\u4e2d\u7684\u5185\u5bb9\u3002Grok-1.5V \u5728\u8bb8\u591a\u9886\u57df\u90fd\u80fd\u5ab2\u7f8e\u5f53\u524d\u9876\u5c16\u7684\u591a\u6a21\u6001\u6a21\u578b\uff0c\u4ece\u591a\u5b66\u79d1\u63a8\u7406\u5230\u7406\u89e3\u6587\u6863\u3001\u79d1\u5b66\u56fe\u8868\u3001\u56fe\u8868\u3001\u622a\u56fe\u548c\u7167\u7247\u3002\u76ee\u524d\uff0cGrok-1.5V \u8fd8\u6ca1\u6709\u5b8c\u5168\u5f00\u653e\uff0c\u4f46\u4f1a\u5f88\u5feb\u63d0\u4f9b\u7ed9\u65e9\u671f\u6d4b\u8bd5\u8005\u548c\u73b0\u6709\u7684 Grok \u7528\u6237\u3002\u6b64\u5916\uff0cxAI \u8fd8\u63a8\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684\u57fa\u51c6RealWorldQA\u3002\u76ee\u524d\uff0cRealWorldQA \u5305\u542b 700 \u591a\u5f20\u56fe\u7247\u3002<\/p>\n\n\n\n

\u767e\u5ea6\u6587\u5fc3\u4e00\u8a00\u4e0a\u7ebf\u4e86\u65b0\u529f\u80fd\uff0c\u4ec5\u9700\u51e0\u79d2\u949f\u5373\u53ef\u5b9a\u5236\u81ea\u5df1\u7684\u58f0\u97f3\u3002\u6253\u5f00\u6587\u5fc3\u4e00\u8a00App\uff0c\u70b9\u51fb\u4e0b\u65b9\u201c+\u201d\uff0c\u7136\u540e\u9009\u62e9\u521b\u5efa\u667a\u80fd\u4f53\u3002\u5728\u58f0\u97f3\u9009\u9879\u91cc\uff0c\u4f1a\u53d1\u73b0\u4e00\u4e2a\u540d\u4e3a\u201c\u521b\u5efa\u6211\u7684\u58f0\u97f3\u201d\u7684\u529f\u80fd\u3002\u6839\u636e\u7cfb\u7edf\u63d0\u793a\u8bfb\u51fa\u4e00\u6bb5\u8bdd\uff0c\u53ea\u9700\u4e24\u79d2\u5de6\u53f3\u7684\u65f6\u95f4\uff0c\u7cfb\u7edf\u4fbf\u80fd\u6355\u6349\u5230\u7528\u6237\u7684\u58f0\u97f3\u7279\u70b9\uff0c\u751f\u6210\u4e00\u4e2a\u72ec\u7279\u7684\u201c\u8bed\u97f3\u52a9\u624b\u201d\u3002\u5728\u786e\u8ba4\u58f0\u97f3\u8d28\u91cf\u540e\uff0c\u7528\u6237\u7684\u4e13\u5c5e\u201c\u8bed\u97f3\u5e93\u201d\u5c31\u5728\u77ac\u95f4\u6784\u5efa\u5b8c\u6210\u3002\u4eca\u540e\uff0c\u5728\u4e0e\u667a\u80fd\u4f53\u7684\u6bcf\u4e00\u6b21\u5bf9\u8bdd\u4e2d\uff0c\u7528\u6237\u90fd\u53ef\u4ee5\u70b9\u51fb\u64ad\u653e\u952e\uff0c\u4f7f\u7528\u81ea\u5df1\u5408\u6210\u7684\u97f3\u8272\u8fdb\u884c\u8bed\u97f3\u64ad\u62a5\u3002<\/p>\n\n\n\n

issue64 2024.4.15-4.21<\/strong><\/p>\n\n\n\n

4\u670816\u65e5\uff0cCreate 2024\u767e\u5ea6AI\u5f00\u53d1\u8005\u5927\u4f1a\u4e3e\u529e\uff0c\u5ba3\u5e03\u6587\u5fc3\u5927\u6a21\u578b4.0\u6027\u80fd\u63d0\u534752.5%\uff0c\u53c8\u516c\u5e03\u4e86\u667a\u80fd\u4f53\u3001\u4ee3\u7801\u3001\u591a\u6a21\u578b\u7b49\u65b9\u9762\u7684\u65b0\u8fdb\u5c55\u3002\u767e\u5ea6\u7740\u91cd\u4ecb\u7ecd\u4e86\u4e09\u6b3eAI\u5f00\u53d1\u5de5\u5177\uff1aAgentBuilder\uff08\u667a\u80fd\u4f53\u5f00\u53d1\u5de5\u5177\uff09\u3001AppBuilder\uff08AI\u539f\u751f\u5e94\u7528\u5f00\u53d1\u5de5\u5177\uff09\u548cModelBuilder\uff08\u6a21\u578b\u5b9a\u5236\u5de5\u5177\uff09\u3002\u5176\u4e2d\uff0cAgentBuilder\u662f\u9762\u5411\u6240\u6709\u4eba\u7684\uff0c\u4e0d\u9700\u8981\u7f16\u7a0b\u57fa\u7840\u4e5f\u80fd\u53ef\u4ee5\u8f7b\u677e\u5efa\u7acb\u3002\u4f1a\u4e0a\uff0c\u767e\u5ea6\u8fd8\u53d1\u5e03\u65b0\u4e00\u4ee3\u667a\u80fd\u8ba1\u7b97\u64cd\u4f5c\u7cfb\u7edf\u4e07\u6e90\uff08Wanyuan\uff09\u3002<\/p>\n\n\n\n

4\u670817\u65e5\uff0c\u7a00\u5b87\u79d1\u6280 MiniMax \u63a8\u51fa\u4e86\u4e07\u4ebf MoE \u6a21\u578b abab 6.5\u3002abab 6.5\u7cfb\u5217\u5305\u542b\u4e24\u4e2a\u6a21\u578b abab 6.5\u548cabab 6.5s\u3002abab 6.5 \u5305\u542b\u4e07\u4ebf\u53c2\u6570\uff0c\u652f\u6301 200k tokens \u7684\u4e0a\u4e0b\u6587\uff08\u76f8\u5f53\u4e8e\u7ea6 30 \u4e07\u6c49\u5b57\uff09\u3002abab 6.5s \u8ddf abab 6.5 \u4f7f\u7528\u4e86\u540c\u6837\u7684\u8bad\u7ec3\u6280\u672f\u548c\u6570\u636e\uff0c\u4f46\u66f4\u9ad8\u6548\uff0c\u652f\u6301 200k tokens \u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u53ef\u4ee5 1 \u79d2\u5185\u5904\u7406\u8fd1\u4e09\u4e07\u5b57\u7684\u6587\u672c\u3002\u6839\u636e MiniMax \u53d1\u5e03\u7684\u6280\u672f\u62a5\u544a\uff0c\u5728\u77e5\u8bc6\u3001\u63a8\u7406\u3001\u6570\u5b66\u3001\u7f16\u7a0b\u3001\u6307\u4ee4\u9075\u4ece\u7b49\u7ef4\u5ea6\u6d4b\u8bd5\u4e2d\uff0cabab 6.5\u63a5\u8fd1 GPT-4\u3001 Claude 3 Opus \u3001Gemini 1.5 Pro \u7b49\u4e16\u754c\u9886\u5148\u7684\u5927\u8bed\u8a00\u6a21\u578b\u3002MiniMax\u8fd8\u5f00\u53d1\u4e86\u4e00\u6b3e\u751f\u4ea7\u529b\u4ea7\u54c1\u201c\u6d77\u87baAI”\uff0c\u76ee\u524d\u5df2\u7ecf\u63a5\u5165\u4e86\u4e07\u4ebf MoE \u6a21\u578b abab 6.5\u3002<\/p>\n\n\n\n

4\u670817\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u5ba3\u5e03\u5929\u5de5 3.0\u57fa\u5ea7\u5927\u6a21\u578b\u4e0e\u5929\u5de5 SkyMusic\u97f3\u4e50\u5927\u6a21\u578b\u6b63\u5f0f\u5f00\u542f\u516c\u6d4b\uff0c\u65e0\u6b21\u6570\u9650\u5236\u3002\u5b83\u751f\u6210\u7684\u4e2d\u6587\u4eba\u58f0\u53d1\u97f3\u6e05\u6670\u3001\u6b63\u5b97\u3001\u65e0\u5f02\u54cd\uff0c\u4e0d\u4ec5\u9488\u5bf9\u666e\u901a\u8bdd\u505a\u4e86\u4f18\u5316\uff0c\u8fd8\u6709\u7ca4\u8bed\u3001\u6210\u90fd\u8bdd\u3001\u5317\u4eac\u8bdd\u7b49\u65b9\u8a00\u8bed\u79cd\u3002\u76ee\u524d\uff0cSkyMusic\u5df2\u7ecf\u96c6\u6210\u5230\u4e86\u624b\u673a\u4e0a\u7684\u5929\u5de5APP\u3002\u4ece\u76ee\u524d\u7684\u7ed3\u679c\u6765\u770b\uff0c\u5929\u5de5SkyMusic\u53ef\u4ee5\u652f\u6301\u751f\u621080\u79d2\u5de6\u53f3\u65f6\u957f\u7684\u6b4c\u66f2\u3002\u5927\u6a21\u578b\u5929\u5de5 3.0 \u62e5\u6709 4000 \u4ebf\u53c2\u6570\u3002<\/p>\n\n\n\n

Mistral AI \u5f00\u6e90\u4e86\u5176\u6700\u65b0\u7684\u5927\u6a21\u578b Mistral 8x22B\uff0c\u8be5\u6a21\u578b\u5728AI\u5f00\u653e\u793e\u533a\u4e2d\u8bbe\u5b9a\u4e86\u6027\u80fd\u548c\u6548\u7387\u7684\u65b0\u6807\u51c6\u3002<\/p>\n\n\n\n

4\u670819\u65e5\uff0cMeta\u5b98\u5ba3\u4e86Llama 3 80\u4ebf\u548c700\u4ebf\u53c2\u6570\u7248\u672c\uff0c\u5728\u5404\u81ea\u53c2\u6570\u89c4\u6a21\u4e0a\u8d85\u8d8a\u5bf9\u624b\uff0c\u4e3a\u5f00\u6e90SOTA\u3002Llama 3 405B \u7248\u672c\u4ecd\u5728\u8bad\u7ec3\u4e2d\uff0c\u5c06\u662f\u4e00\u4e2a\u5bc6\u96c6\u6a21\u578b\uff0c\u9884\u8ba1\u5e74\u672b\u53d1\u5e03\u3002\u636e\u73b0\u6709\u7684\u8bc4\u6d4b\u6570\u636e\uff0c405B \u7248\u672c\u7684\u6027\u80fd\u5df2\u7ecf\u903c\u8fd1 GPT-4\u3002\u67b6\u6784\u5c42\u9762\uff0cLlama 3\u9009\u62e9\u4e86\u7ecf\u5178\u7684\u4ec5\u89e3\u7801\u5f0fTransformer\u67b6\u6784\uff0c\u91c7\u7528\u5305\u542b128K token\u8bcd\u6c47\u8868\u7684\u5206\u8bcd\u5668\u3002\u8bad\u7ec3\u65b9\u9762\uff0cMeta\u4e0a\u4e862.4\u4e07\u5757GPU\u96c6\u7fa4\uff0cLlama 3\u7684\u8bad\u7ec3\u6570\u636e\u89c4\u6a21\u8fbe\u5230\u4e8615T tokens\uff0c\u5168\u90e8\u6765\u81ea\u4e8e\u516c\u5f00\u4fe1\u606f\uff0c\u5176\u4e2d5%\u4e3a\u975e\u82f1\u6587\u6570\u636e\uff0c\u6db5\u76d630\u591a\u79cd\u8bed\u8a00\u3002\u6b64\u6b21\u4e0e\u57fa\u7840\u6a21\u578b\u4e00\u540c\u53d1\u5e03\u7684\uff0c\u8fd8\u6709\u57fa\u4e8eLlama 3\u7684\u5b98\u65b9Web\u7248\u672cMeta AI\uff08https:\/\/www.meta.ai\/\uff09\u3002\u76ee\u524d\u8be5\u5e73\u53f0\u6709\u5bf9\u8bdd\u548c\u7ed8\u753b\u4e24\u5927\u529f\u80fd\u3002<\/p>\n\n\n\n

issue65 2024.4.22-4.28<\/strong><\/p>\n\n\n\n

\u79d1\u5927\u8baf\u98de\u53d1\u5e03\u9996\u4e2a\u652f\u6301\u957f\u6587\u672c\u3001\u957f\u56fe\u6587\u3001\u957f\u8bed\u97f3\u7684\u5927\u6a21\u578b \u8baf\u98de\u661f\u706b V3.5\u3002\u652f\u6301\u591a\u60c5\u611f\u8d85\u62df\u4eba\u5408\u6210\u548c\u4e2a\u6027\u5316\u58f0\u97f3\u590d\u523b\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u53d1\u5e03\u540d\u4e3a Phi-3 \u7684\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\uff08SLM\uff09\uff0c\u8be5\u6a21\u578b\u7cfb\u5217\u867d\u7136\u4f53\u79ef\u5c0f\u5de7\uff0c\u4f46\u529f\u80fd\u5f3a\u5927\uff0c\u5177\u6709\u5f88\u5927\u7684\u6f5c\u529b\u3002\u4f5c\u4e3aPhi-3\u7cfb\u5217\u7684\u9996\u7248\uff0cPhi-3-mini \u62e5\u67093.8\u4ebf\u53c2\u6570\uff0c\u5e76\u4e14\u6027\u80fd\u8d85\u8fc7\u4e86\u4e24\u500d\u4e8e\u5176\u5927\u5c0f\u7684\u6a21\u578b\u3002Phi-3-mini \u73b0\u5728\u53ef\u4ee5\u5728 Microsoft Azure AI\u6a21\u578b\u76ee\u5f55\u548c Hugging Face \u4e0a\u516c\u5f00\u83b7\u53d6\uff0c\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728 Ollama \u8f7b\u91cf\u7ea7\u6846\u67b6\u4e0a\u8fd0\u884c\u3002<\/p>\n\n\n\n

4\u670825\u65e5\uff0c\u82f9\u679c\u56e2\u961f\u53d1\u5e03\u4e86OpenELM\uff0c\u5305\u542b\u4e862.7\u4ebf\u30014.5\u4ebf\u300111\u4ebf\u548c30\u4ebf\u56db\u4e2a\u53c2\u6570\u7248\u672c\u3002\u82f9\u679c\u8fd9\u6b21\u53d1\u5e03\u4e86\u5b8c\u6574\u7684\u6846\u67b6\uff0c\u5305\u62ec\u6570\u636e\u51c6\u5907\u3001\u8bad\u7ec3\u3001\u5fae\u8c03\u548c\u8bc4\u4f30\u7a0b\u5e8f\uff0c\u4ee5\u53ca\u591a\u4e2a\u9884\u8bad\u7ec3\u7684 checkpoint \u548c\u8bad\u7ec3\u65e5\u5fd7\u3002OpenELM\u662f\u4e00\u6b3e\u4e13\u4e3a\u7ec8\u7aef\u8bbe\u5907\u800c\u8bbe\u8ba1\u7684\u5c0f\u6a21\u578b\u3002OpenELM\u4f7f\u7528\u4e86\u5206\u5c42\u7f29\u653e\u7b56\u7565\uff0c\u6765\u6709\u6548\u5206\u914dTransformer\u6a21\u578b\u6bcf\u4e00\u5c42\u53c2\u6570\uff0c\u5bfc\u81f4\u6a21\u578b\u6bcf\u5c42\u7684\u53c2\u6570\u6570\u91cf\u4e0d\u540c\uff0c\u4ece\u800c\u5b9e\u73b0\u4e86\u66f4\u6709\u6548\u7684\u8de8\u5c42\u53c2\u6570\u5206\u914d\u4e0e\u63d0\u5347\u51c6\u786e\u7387\u3002\u8fd9\u6b3e\u6a21\u578b\u8fd8\u53ef\u4ee5\u5728M2 MacBook Pro\uff0864GiB\u5185\u5b58\uff09\u8fd0\u884c\u3002<\/p>\n\n\n\n

issue66 2024.4.29-5.5<\/strong><\/p>\n\n\n\n

5\u67081\u65e5\uff0cGoogle\u63a8\u51fa\u65b0\u578b\u591a\u6a21\u6001\u533b\u5b66 AI \u6a21\u578b Med-Gemini \u3002\u5b83\u878d\u5408\u4e86\u9ad8\u7ea7\u63a8\u7406\u3001\u591a\u6a21\u6001\u7406\u89e3\u548c\u957f\u6587\u672c\u5904\u7406\u80fd\u529b\uff0c\u6784\u5efa\u57fa\u4e8e Google \u7684 Gemini \u6a21\u578b\uff0c\u5e76\u9488\u5bf9\u533b\u5b66\u9886\u57df\u8fdb\u884c\u4e86\u4e13\u95e8\u7684\u4f18\u5316\u548c\u6539\u8fdb\u3002\u5728\u533b\u5b66\u57fa\u51c6\u6d4b\u8bd5\u5982MedQA\u4e2d\uff0c\u5c55\u73b0\u51fa\u4f18\u8d8a\u6027\u80fd\uff0c\u51c6\u786e\u7387\u8fbe91.1%\u3002<\/p>\n\n\n\n

5\u67082\u65e5\uff0cAnthropic \u63a8\u51fa\u4e00\u9879\u9488\u5bf9\u4f01\u4e1a\u7684\u65b0\u4ed8\u8d39\u8ba1\u5212\uff0c\u5176\u4e2d\u5305\u62ec\u533b\u7597\u4fdd\u5065\u3001\u91d1\u878d\u548c\u6cd5\u5f8b\u7b49\u53d7\u5230\u9ad8\u5ea6\u76d1\u7ba1\u7684\u884c\u4e1a\uff0c\u8be5\u8ba1\u5212\u540d\u4e3a\u201cTeam\u201d\uff0c\u4e3a\u5ba2\u6237\u63d0\u4f9b\u5bf9 Anthropic \u7684 Claude 3 \u7cfb\u5217\u751f\u6210\u578b AI \u6a21\u578b\u4ee5\u53ca\u989d\u5916\u7684\u7ba1\u7406\u5458\u548c\u7528\u6237\u7ba1\u7406\u63a7\u5236\u7684\u66f4\u9ad8\u4f18\u5148\u7ea7\u8bbf\u95ee\u6743\u9650\u3002\u6b64\u5916\uff0cAnthropic \u4e5f\u63a8\u51fa\u4e00\u6b3e iOS \u5e94\u7528\uff0c\u53ea\u670911MB\u3002\u8be5\u5e94\u7528\u63d0\u4f9b\u5bf9 Claude 3 \u7684\u8bbf\u95ee\uff0c\u5305\u62ec\u514d\u8d39\u8bbf\u95ee\u4ee5\u53ca\u5347\u7ea7\u7684 Pro \u548c Team \u8bbf\u95ee\uff0c\u5e76\u4e0e Anthropic \u7684\u7f51\u7edc\u5ba2\u6237\u7aef\u540c\u6b65\uff0c\u5229\u7528 Claude 3 \u7684\u89c6\u89c9\u529f\u80fd\u4e3a\u4e0a\u4f20\u548c\u4fdd\u5b58\u7684\u56fe\u50cf\u63d0\u4f9b\u5b9e\u65f6\u5206\u6790\u3002<\/p>\n\n\n\n

issue67 2024.5.6-5.12<\/strong><\/p>\n\n\n\n

\u5e7b\u65b9 DeepSeek AI \u5f00\u6e90 MoE \u8bed\u8a00\u6a21\u578b DeepSeek-V2\u3002\u8be5\u6a21\u578b\u62e5\u6709236B\u7684\u53c2\u6570\u91cf\uff0c\u80fd\u591f\u5904\u7406\u957f\u8fbe128K token\u7684\u4e0a\u4e0b\u6587\uff0c\u76f8\u8f83\u4e8e\u524d\u4e00\u4ee3DeepSeek 67B\u6a21\u578b\uff0c\u5728\u6027\u80fd\u4e0a\u5b9e\u73b0\u4e86\u663e\u8457\u63d0\u5347\uff0c\u540c\u65f6\u5728\u8bad\u7ec3\u6210\u672c\u4e0a\u8282\u7701\u4e8642.5%\uff0c\u51cf\u5c11\u4e8693.3%\u7684KV\u7f13\u5b58\uff0c\u5e76\u663e\u8457\u63d0\u9ad8\u4e86\u6700\u5927\u751f\u6210\u541e\u5410\u91cf\u3002\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cDeepSeek-V2\u7684\u6027\u80fd\u76f4\u903c\u884c\u4e1a\u9886\u5148\u7684GPT-4\uff0c\u5c24\u5176\u5728\u6570\u5b66\u3001\u4ee3\u7801\u548c\u63a8\u7406\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\u3002<\/p>\n\n\n\n

5\u67088\u65e5\uff0c\u8c37\u6b4cDeepMind\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u9884\u6d4b\u86cb\u767d\u8d28\u7ed3\u6784\u7684AlphaFold 3\u6a21\u578b\uff0c\u80fd\u591f\u5e2e\u52a9\u79d1\u5b66\u5bb6\u66f4\u7cbe\u786e\u5730\u9488\u5bf9\u75be\u75c5\u673a\u5236\uff0c\u4ece\u800c\u5f00\u53d1\u51fa\u66f4\u6709\u6548\u7684\u6cbb\u7597\u836f\u7269\u3002\u6b64\u4e3e\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u91cc\u7a0b\u7891\u5f0f\u7a81\u7834\u3002AlphaFold 3\u662f\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u5b83\u53ef\u4ee5\u9884\u6d4b\u86cb\u767d\u8d28\u3001DNA\u3001RNA\u7b49\u751f\u7269\u5206\u5b50\u7684\u7ed3\u6784\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u76f8\u4e92\u4f5c\u7528\u3002\u53e6\u5916\uff0cDeepMind\u8fd8\u63a8\u51fa\u4e86AlphaFold Server\uff0c\u5b83\u662f\u4e00\u4e2a\u4f9b\u5168\u7403\u79d1\u5b66\u5bb6\u7528\u4e8e\u975e\u5546\u4e1a\u7814\u7a76\u7684\u514d\u8d39\u5e73\u53f0\u3002<\/p>\n\n\n\n

5\u67089\u65e5\uff0c\u963f\u91cc\u4e91\u6b63\u5f0f\u53d1\u5e03\u901a\u4e49\u5343\u95ee2.5\uff0c\u540c\u65f6\u53d1\u5e031100\u4ebf\u53c2\u6570\u5f00\u6e90\u6a21\u578bQwen1.5-110B\u3002\u6b64\u5916\uff0c\u767e\u70bc\u5927\u6a21\u578b\u5e73\u53f0\u4ece\u6a21\u578b\u5f00\u53d1\u3001\u5e94\u7528\u5f00\u53d1\u5230\u7b97\u529b\u5e95\u5ea7\u5168\u9762\u5347\u7ea7\u3002\u5347\u7ea7\u540e\uff0c\u767e\u70bc\u8fd8\u517c\u5bb9LlamaIndex\u7b49\u5f00\u6e90\u6846\u67b6\uff0c\u4f01\u4e1a\u53ef\u81ea\u7531\u66ff\u6362\u80fd\u529b\u7ec4\u4ef6\u6765\u9002\u914d\u81ea\u8eab\u7cfb\u7edf\u3002<\/p>\n\n\n\n

\u6708\u4e4b\u6697\u9762 Moonshot AI \u5ba3\u5e03\u5bf9\u65d7\u4e0b\u667a\u80fd\u52a9\u624b Kimi \u8fdb\u884c\u66f4\u65b0\uff0c\u5e76\u63a8\u51fa\u4e13\u4e1a AI \u52a9\u624b \u201cKimi+\u201d\u3002\u636e\u5b98\u65b9\u4ecb\u7ecd\uff0cKimi+ \u662f\u62e5\u6709\u72ec\u7279\u6280\u80fd\u7684 Kimi \u5206\u8eab\uff0c\u53ef\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\uff0c\u4e5f\u80fd\u7ec4\u6210 AI \u751f\u4ea7\u7ebf\u3002<\/p>\n\n\n\n

\u96f6\u4e00\u4e07\u7269\u63a8\u51fa\u4e86\u540d\u4e3a\u300c\u4e07\u77e5\u300d\u7684\u4e00\u7ad9\u5f0fAI\u5de5\u4f5c\u5e73\u53f0\uff0c\u53f7\u79f0\u4e13\u4e3a\u4e2d\u56fd\u4eba\u8bbe\u8ba1\uff0c\u80fd\u591f\u63d0\u4f9b\u4f1a\u8bae\u7eaa\u8981\u3001\u5468\u62a5\u64b0\u5199\u3001\u5199\u4f5c\u8f85\u52a9\u4ee5\u53ca\u89e3\u8bfb\u8d22\u62a5\u3001\u8bba\u6587\u7b49\u6587\u4ef6\uff0c\u5e76\u5e2e\u52a9\u7528\u6237\u5236\u4f5cPPT\u3002\u8fd9\u6b3eAI\u4e2a\u4eba\u52a9\u624b\u652f\u6301\u4e2d\u82f1\u53cc\u8bed\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u548c\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\u8bbf\u95ee\u3002<\/p>\n\n\n\n

5\u67088\u65e5\uff0cOpenAI \u5b98\u65b9\u53d1\u5e03\u4e86\u300a\u6a21\u578b\u89c4\u8303\u300b(Model Spec) \u521d\u7a3f\uff0c\u65e8\u5728\u516c\u5f00\u8ba8\u8bba\u548c\u5b9a\u4e49AI\u6a21\u578b\u5e94\u6709\u7684\u884c\u4e3a\u3002\u6240\u516c\u5f00\u7684\u6587\u4ef6\u6c47\u96c6\u4e86OpenAI\u5728\u5851\u9020\u6a21\u578b\u884c\u4e3a\u65b9\u9762\u7684\u73b0\u6709\u6587\u6863\u3001\u7814\u7a76\u7ecf\u9a8c\u548c\u672a\u6765\u6a21\u578b\u53d1\u5c55\u7684\u6307\u5bfc\u539f\u5219\uff0c\u4e3b\u8981\u5305\u62ec\u4e09\u4e2a\u6838\u5fc3\u90e8\u5206\uff1a\u76ee\u6807\u3001\u89c4\u5219\u548c\u9ed8\u8ba4\u884c\u4e3a\u3002\u76ee\u6807<\/strong>\u662f\u6307\u5bfc\u6a21\u578b\u884c\u4e3a\u7684\u5e7f\u6cdb\u539f\u5219\uff1b\u89c4\u5219<\/strong>\u662f\u786e\u4fdd\u5b89\u5168\u548c\u5408\u6cd5\u6027\u7684\u660e\u786e\u6307\u4ee4\uff1b\u9ed8\u8ba4\u884c\u4e3a<\/strong>\u5219\u662f\u5728\u76ee\u6807\u548c\u89c4\u5219\u6846\u67b6\u4e0b\u5904\u7406\u51b2\u7a81\u7684\u6307\u5bfc\u65b9\u9488\u3002Model Spec \u7684\u53d1\u5e03\u662f\u4e3a\u4e86\u52a0\u6df1\u516c\u4f17\u5bf9AI\u6a21\u578b\u884c\u4e3a\u7684\u7406\u89e3\u548c\u8ba8\u8bba\uff0c\u540c\u65f6\u4e5f\u662fOpenAI\u5bf9\u6a21\u578b\u5b89\u5168\u548c\u884c\u4e3a\u6539\u8fdb\u627f\u8bfa\u7684\u5ef6\u7eed\u3002OpenAI\u8ba1\u5212\u5c06\u8fd9\u4efd\u89c4\u8303\u4f5c\u4e3a\u7814\u7a76\u4eba\u5458\u548cAI\u8bad\u7ec3\u8005\u7684\u6307\u5bfc\uff0c\u63a2\u7d22\u6a21\u578b\u662f\u5426\u80fd\u76f4\u63a5\u4ece\u89c4\u8303\u4e2d\u5b66\u4e60\uff0c\u5e76\u5728\u672a\u6765\u4e00\u5e74\u5185\u6839\u636e\u53cd\u9988\u66f4\u65b0\u89c4\u8303\u5185\u5bb9\u3001\u5206\u4eab\u7814\u7a76\u8fdb\u5c55\u3002<\/p>\n\n\n\n

issue68 2024.5.13-5.19<\/strong><\/p>\n\n\n\n

5 \u6708 14 \u65e5\u51cc\u6668\uff0cOpenAI \u5728\u9996\u6b21\u6625\u5b63\u65b0\u54c1\u53d1\u5e03\u4f1a\u4e0a\u63a8\u51fa\u4e86\u65b0\u4e00\u4ee3\u65d7\u8230\u751f\u6210\u6a21\u578b GPT-4o \uff08o \u4ee3\u8868 Omnimodel\u5168\u80fd\u6a21\u578b\uff09\u3001\u684c\u9762 App\uff0c\u5e76\u5c55\u793a\u4e86\u4e00\u7cfb\u5217\u65b0\u80fd\u529b\u3002GPT-4o\u5177\u6709\u6587\u672c\u3001\u8bed\u97f3\u3001\u56fe\u50cf\u4e09\u79cd\u6a21\u6001\u7684\u7406\u89e3\u529b\uff0c\u6a21\u578b\u53cd\u5e94\u6bd4\u4eba\u7c7b\u7684\u56de\u5e94\u8fd8\u5feb\uff0c\u6700\u5feb\u53ef\u4ee5\u5728 232 \u6beb\u79d2\u7684\u65f6\u95f4\u5185\u54cd\u5e94\u97f3\u9891\u8f93\u5165\uff0c\u5e73\u5747\u54cd\u5e94\u65f6\u957f 320 \u6beb\u79d2\uff0c\u4e0e\u4eba\u7c7b\u76f8\u4f3c\u3002\u8fd8\u80fd\u591f\u5145\u5206\u7406\u89e3\u4eba\u7c7b\u7684\u60c5\u611f\uff0c\u4e5f\u80fd\u8868\u73b0\u51fa\u5404\u79cd\u611f\u60c5\u3002\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cGPT-4o \u5728\u6587\u672c\u3001\u63a8\u7406\u548c\u7f16\u7801\u667a\u80fd\u65b9\u9762\u5b9e\u73b0\u4e86 GPT-4 Turbo \u7ea7\u522b\u7684\u6027\u80fd\u3002GPT-4o \u7684\u6587\u672c\u548c\u56fe\u50cf\u529f\u80fd\u514d\u8d39\u5728 ChatGPT \u4e2d\u63a8\u51fa\uff0c\u5e76\u5411 Plus \u7528\u6237\u63d0\u4f9b\u9ad8\u8fbe 5 \u500d\u7684\u6d88\u606f\u4e0a\u9650\u3002<\/p>\n\n\n\n

5\u670817\u65e5\uff0c OpenAI\u5ba3\u5e03ChatGPT\u53ef\u5206\u6790\u7ebf\u4e0aExcel\u6570\u636e\u3002ChatGPT\u53ef\u4ee5\u76f4\u63a5\u6253\u5f00\u7ebf\u4e0a\u6570\u636e\u6587\u4ef6\uff0c\u652f\u6301\u4eceGoogle Drive\u548cMicrosoft OneDrive\u5728\u7ebf\u6587\u6863\u4e0a\u4f20\uff0c\u5728\u65b0\u7684\u53ef\u6269\u5c55\u89c6\u56fe\u4e2d\u4e0e\u8868\u683c\u548c\u56fe\u8868\u8fdb\u884c\u5b9e\u65f6\u4ea4\u4e92\uff0c\u5b8c\u6210\u5b9e\u65f6\u6570\u636e\u5206\u6790\uff1b\u81ea\u5b9a\u4e49\u56fe\u8868\u5e76\u4e0b\u8f7d\u56fe\u8868\uff0c\u7528\u4e8e\u6f14\u793a\u6587\u7a3f\u548c\u6587\u6863\u3002\u7f51\u53cb\u5df2\u7ecf\u7070\u5ea6\u6d4b\u8bd5\u5230\u80cc\u540e\u7684\u65b0\u6a21\u578bADA V2\u3002<\/p>\n\n\n\n

\u96f6\u4e00\u4e07\u7269\u53d1\u5e03 Yi \u5927\u6a21\u578b\u5bb6\u65cf\u7684\u65b0\u6210\u5458 Yi-1.5 \u5e76\u5ba3\u5e03\u5f00\u6e90\u3002Yi-1.5 \u6a21\u578b\u5305\u542b6B\u30019B\u300134B\u4e09\u4e2a\u7248\u672c\u7684\u9884\u8bad\u7ec3\u548c\u5fae\u8c03\u6a21\u578b\uff0c\u91c7\u7528Apache 2.0\u8bb8\u53ef\u8bc1\u3002\u8be5\u6a21\u578b\u5728\u7f16\u7801\u3001\u6570\u5b66\u3001\u63a8\u7406\u548c\u6307\u4ee4\u9075\u5faa\u65b9\u9762\u7684\u80fd\u529b\u76f8\u8f83\u4e8e\u524d\u4e00\u7248\u672cYi\u6709\u663e\u8457\u63d0\u5347\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u5728\u8bed\u8a00\u7406\u89e3\u3001\u5e38\u8bc6\u63a8\u7406\u548c\u9605\u8bfb\u7406\u89e3\u65b9\u9762\u7684\u4f18\u79c0\u8868\u73b0\u3002<\/p>\n\n\n\n

\u817e\u8baf\u53d1\u5e03\u57fa\u4e8e\u6df7\u5143\u5927\u6a21\u578b\u7684\u4e00\u7ad9\u5f0f\u667a\u80fd\u4f53\u5f00\u53d1\u5e73\u53f0\u300c\u817e\u8baf\u5143\u5668\u300d\u3002\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u817e\u8baf\u5143\u5668\u76f4\u63a5\u521b\u5efa\u667a\u80fd\u4f53\uff0c\u5229\u7528\u817e\u8baf\u5b98\u65b9\u63d0\u4f9b\u7684\u63d2\u4ef6\u548c\u77e5\u8bc6\u5e93\uff0c\u5b9e\u73b0\u4e2a\u6027\u5316\u7684AI\u5e94\u7528\u5f00\u53d1\u3002\u817e\u8baf\u5143\u5668\u7684\u4eae\u70b9\u5728\u4e8e\u5176\u4fbf\u6377\u7684\u4e00\u952e\u5206\u53d1\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u5c06\u521b\u5efa\u7684\u667a\u80fd\u4f53\u5feb\u901f\u90e8\u7f72\u5230QQ\u3001\u5fae\u4fe1\u5ba2\u670d\u3001\u817e\u8baf\u4e91\u7b49\u591a\u4e2a\u6e20\u9053\u4e0a\uff0c\u6781\u5927\u5730\u7b80\u5316\u4e86AI\u6280\u672f\u7684\u843d\u5730\u5e94\u7528\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

\u817e\u8baf\u516c\u53f8\u5ba3\u5e03\u5176\u6df7\u5143\u6587\u751f\u56fe\u5927\u6a21\u578b\u5168\u9762\u5347\u7ea7\u5e76\u5f00\u6e90\uff0c\u8fd9\u662f\u4e1a\u5185\u9996\u4e2a\u4e2d\u6587\u539f\u751f\u7684DiT\uff08Diffusion With Transformer\uff09\u67b6\u6784\u6587\u751f\u56fe\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5305\u542b15\u4ebf\u53c2\u6570\uff0c\u652f\u6301\u4e2d\u82f1\u6587\u53cc\u8bed\u8f93\u5165\u53ca\u7406\u89e3\uff0c\u73b0\u5df2\u5728Hugging Face\u5e73\u53f0\u53caGitHub\u4e0a\u53d1\u5e03\uff0c\u5305\u62ec\u6a21\u578b\u6743\u91cd\u3001\u63a8\u7406\u4ee3\u7801\u548c\u6a21\u578b\u7b97\u6cd5\u7b49\uff0c\u53ef\u4f9b\u4f01\u4e1a\u4e0e\u4e2a\u4eba\u5f00\u53d1\u8005\u514d\u8d39\u5546\u7528\u3002<\/p>\n\n\n\n

5\u670815\u65e5\uff0c2024\u706b\u5c71\u5f15\u64ceFORCE\u539f\u52a8\u529b\u5927\u4f1a\u4e0a\uff0c\u5b57\u8282\u8df3\u52a8\u4e91\u96c0\u5927\u8bed\u8a00\u6a21\u578b\u5347\u7ea7\u4e3a\u8c46\u5305\u5927\u6a21\u578b\u5bb6\u65cf\u6b63\u5f0f\u5728\u706b\u5c71\u5f15\u64ce\u4e0a\u5bf9\u5916\u5f00\u653e\u670d\u52a1\u3002\u8c46\u5305\u5927\u6a21\u578b\u5bb6\u65cf\u7684\u5168\u7cfb\u5217\u6a21\u578b\uff0c\u5305\u62ec\u8c46\u5305\u901a\u7528\u6a21\u578bpro\/lite\u3001\u89d2\u8272\u626e\u6f14\u6a21\u578b\u3001\u8bed\u97f3\u5408\u6210\u6a21\u578b\u3001\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u3001\u58f0\u97f3\u590d\u523b\u6a21\u578b\u3001Function call\u6a21\u578b\u3001\u6587\u751f\u56fe\u6a21\u578b\u4ee5\u53ca\u5411\u91cf\u5316\u6a21\u578b\u3002\u8c46\u5305\u901a\u7528\u6a21\u578bpro-32k\u7248\uff0c\u63a8\u7406\u8f93\u5165\u4ef7\u683c0.0008\u5143\/\u5343tokens\uff0c\u8f83\u884c\u4e1a\u4ef7\u683c\u4f4e99.3%\u3002\u4e00\u5143\u94b1\u80fd\u4e70\u5230\u8c46\u5305\u4e3b\u529b\u6a21\u578b\u7684125\u4e07tokens\u3002\u53e6\u5916\uff0c\u8c46\u5305\u901a\u7528\u6a21\u578bpro-128k\u7248\u672c\uff0c\u63a8\u7406\u8f93\u5165\u4ef7\u683c\u4e3a0.005\u5143\/\u5343tokens\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5728I\/O 2024\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\u53d1\u5e03Gemini 1.5 Pro\u6b63\u5f0f\u7248\uff0c\u4e0a\u4e0b\u6587\u957f\u5ea6\u8fbe\u5230200\u4e07token\uff0c\u800c\u4e14\u5f00\u653e\u7ed9\u4e2a\u4eba\u7528\u6237\u4f7f\u7528\u3002\u652f\u6301\u591a\u6a21\u6001\u7684Gemini\u53ef\u4ee5\u5904\u7406\u4e0a\u4f20\u7684\u4efb\u4f55\u683c\u5f0f\u7684\u4fe1\u606f\uff0c\u7406\u89e3\u5185\u5bb9\u540e\u5c06\u5176\u6539\u9020\u6210\u9002\u5408\u7528\u6237\u7684\u5f62\u5f0f\u5e76\u53ef\u5bf9\u8bdd\u4e92\u52a8\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u53d1\u5e03\u4e86Gemini 1.5 Flash\u3002Flash\u662f\u4e00\u4e2a\u66f4\u8f7b\u91cf\u7ea7\u7684\u6a21\u578b\uff0c\u4e13\u4e3a\u90a3\u4e9b\u5bf9\u54cd\u5e94\u901f\u5ea6\u8981\u6c42\u6781\u9ad8\u7684\u7279\u5b9a\u6216\u9891\u7e41\u4efb\u52a1\u4f18\u5316\u3002\u5b83\u540c\u6837\u5177\u6709\u591a\u6a21\u6001\u30011M tokens\u957f\u4e0a\u4e0b\u6587\u7684\u7279\u70b9\uff0c\u53ea\u4e0d\u8fc7\u5b9e\u73b0\u4e86\u8f7b\u91cf\u5316\u3001\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u6548\u63a8\u7406\uff0c\u6bcf\u767e\u4e07\u4e2atoken\u7684\u4ef7\u683c\u4ec5\u662fPro\u7248\u7684\u4e8c\u5341\u5206\u4e4b\u4e00\u3002Gemini 1.5 Flash\u5728Google AI Studio\u548cVertex AI\u4e2d\u53ef\u7528\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u6ce8\u518c\u7533\u8bf7\u4e24\u767e\u4e07token\u7684\u5185\u6d4b\u7248\u3002<\/p>\n\n\n\n

issue69 2024.5.20-5.26<\/strong><\/p>\n\n\n\n

\u5fae\u8f6f\u57282024 Build\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\u53d1\u5e03\u4e86Phi-3\u7cfb\u5217\u6a21\u578b\u7684\u65b0\u6210\u5458 “Phi-3 Vision”\uff0c\u8fd9\u662f\u4e00\u4e2a\u670942\u4ebf\u53c2\u6570\u7684\u591a\u6a21\u6001\u6a21\u578b\uff0c\u7ed3\u5408\u4e86\u8bed\u8a00\u548c\u89c6\u89c9\u80fd\u529b\u3002Phi-3 Vision\u4e13\u4e3a\u56fe\u8868\u548c\u56fe\u89e3\u7406\u89e3\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u80fd\u591f\u5904\u7406\u73b0\u5b9e\u4e16\u754c\u56fe\u50cf\u7684\u63a8\u7406\u4ee5\u53ca\u4ece\u56fe\u50cf\u4e2d\u63d0\u53d6\u548c\u63a8\u7406\u6587\u672c\uff0c\u652f\u6301128K\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\u8be5\u6a21\u578b\u5728\u4e00\u822c\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u3001OCR\u3001\u8868\u683c\u548c\u56fe\u8868\u7406\u89e3\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4f18\u4e8e\u5176\u4ed6\u66f4\u5927\u6a21\u578b\u5982Claude-3 Haiku\u548cGemini 1.0 Pro V\u3002<\/p>\n\n\n\n

5\u670821\u65e5\uff0c\u5fae\u8f6f\u57282024 Build\u5f00\u53d1\u8005\u5927\u4f1a\u53d1\u5e03\u65b0\u4e00\u4ee3 Copilot+ PC\u3002\u5b83\u914d\u5907\u4e86\u5f3a\u5927\u7684 AI Agent\uff0c\u53ea\u9700\u5728\u952e\u76d8\u4e0a\u8f7b\u70b9\u65b0\u7684 Copilot \u6309\u952e\u5373\u53ef\u5feb\u901f\u4ea4\u4e92\u3002\u786c\u4ef6AI\u7b97\u529b\u8fbe\u523040 TOPS\u4ee5\u4e0a\uff0c\u6216\u8005\u8bf4\u6bcf\u79d240\u4e07\u4ebf\u6b21\u8fd0\u7b97\uff0c\u7535\u6c60\u7eed\u822a\u65f6\u95f4\u53ef\u8fbe\u4e00\u6574\u5929\u3002\u76ee\u524d\u5f00\u59cb\u9884\u8ba2\uff0c\u8d77\u552e\u4ef7 999 \u7f8e\u5143\uff0c\u56fd\u884c\u4ef7\u683c8688 \u5143\u8d77\u552e\uff0c6 \u6708 18 \u65e5\u53d1\u8d27\u3002\u5728\u65b0\u4e00\u4ee3PC\u91cc\uff0c\u6253\u6e38\u620f\u65f6\u53ef\u4e0eAI\u5b9e\u65f6\u5bf9\u8bdd\uff0c\u63d0\u4f9b\u5410\u69fd\u966a\u73a9\u6216\u653b\u7565\u6307\u5bfc\uff0c\u7531GPT-4o\u63d0\u4f9b\u652f\u6301\u3002\u4efb\u4f55\u6587\u4ef6\u6216\u7f51\u9875\u6d4f\u89c8\u8bb0\u5f55\u90fd\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u641c\u7d22\u56de\u5fc6\uff0c\u5b9e\u65f6\u7ffb\u8bd1\u97f3\u9891\u6216\u89c6\u9891\u5b57\u5e55\uff0c\u76ee\u524d\u652f\u630140+\u79cd\u8bed\u8a00\u3002\u5728\u4e13\u4e3aAI\u91cd\u6784\u7684\u65b0\u7248Windows 11\u4e0a\uff0c\u7ea6\u670940\u591a\u4e2aAI\u6a21\u578b\u88ab\u6df1\u5ea6\u96c6\u6210\uff0c\u8bb8\u591a\u529f\u80fd\u90fd\u662f\u5b9e\u65f6\u7684\u3002\u5fae\u8f6f\u5f15\u5165\u4e86\u5168\u65b0\u7684\u7cfb\u7edf\u67b6\u6784\uff0c\u5c06CPU\u3001GPU\u548c\u65b0\u7684\u9ad8\u6027\u80fd\u795e\u7ecf\u5904\u7406\u5355\u5143NPU\u7ed3\u5408\u5728\u4e00\u8d77\u3002NPU\u8d1f\u8d23\u5728\u540e\u53f0\u5b9e\u65f6\u8fd0\u884cAI\u3002<\/p>\n\n\n\n

5\u670821\u65e5 \uff0c\u667a\u8c31\u00b7AI\u5ba3\u5e03\u63a8\u51fa\u65b0\u4e00\u4ee3\u591a\u6a21\u6001\u5927\u6a21\u578bCogVLM2\uff0c\u8be5\u6a21\u578b\u5728\u5173\u952e\u6027\u80fd\u6307\u6807\u4e0a\u76f8\u8f83\u4e8e\u524d\u4e00\u4ee3CogVLM\u6709\u4e86\u663e\u8457\u63d0\u5347\uff0c\u540c\u65f6\u652f\u63018K\u6587\u672c\u957f\u5ea6\u548c\u9ad8\u8fbe1344*1344\u5206\u8fa8\u7387\u7684\u56fe\u50cf\u3002\u5c3d\u7ba1CogVLM2\u7684\u6a21\u578b\u5927\u5c0f\u4e3a19B\uff0c\u4f46\u5176\u6027\u80fd\u63a5\u8fd1\u6216\u8d85\u8fc7\u4e86GPT-4V\u7684\u6c34\u5e73\u3002CogVLM2\u7684\u6280\u672f\u67b6\u6784\u5728\u4e0a\u4e00\u4ee3\u6a21\u578b\u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5305\u62ec\u4e00\u4e2a50\u4ebf\u53c2\u6570\u7684\u89c6\u89c9\u7f16\u7801\u5668\u548c\u4e00\u4e2a70\u4ebf\u53c2\u6570\u7684\u89c6\u89c9\u4e13\u5bb6\u6a21\u5757\uff0c\u8fd9\u4e9b\u6a21\u5757\u901a\u8fc7\u72ec\u7279\u7684\u53c2\u6570\u8bbe\u7f6e\uff0c\u7cbe\u7ec6\u5730\u5efa\u6a21\u4e86\u89c6\u89c9\u4e0e\u8bed\u8a00\u5e8f\u5217\u7684\u4ea4\u4e92\u3002<\/p>\n\n\n\n

5\u670822\u65e5\uff0c\u767e\u5ddd\u667a\u80fd\u53d1\u5e03\u5176\u6700\u65b0\u4e00\u4ee3\u57fa\u5ea7\u5927\u6a21\u578b Baichuan 4\uff0c\u5e76\u63a8\u51fa\u4e86\u9996\u6b3eAI\u52a9\u624b\u201c\u767e\u5c0f\u5e94\u201d\u3002Baichuan 4\u5728\u5404\u9879\u80fd\u529b\u4e0a\u76f8\u6bd4\u524d\u4e00\u4ee3Baichuan 3\u6709\u663e\u8457\u63d0\u5347\uff0c\u5176\u4e2d\u901a\u7528\u80fd\u529b\u63d0\u5347\u8d85\u8fc710%\uff0c\u6570\u5b66\u548c\u4ee3\u7801\u80fd\u529b\u5206\u522b\u63d0\u534714%\u548c9%\u3002\u5728SuperCLUE\u7684\u8bc4\u6d4b\u4e2d\uff0cBaichuan-4\u7684\u80fd\u529b\u6392\u540d\u56fd\u5185\u7b2c\u4e00\uff0c\u8d85\u8d8a\u4e86SenseChat V5\u3002Baichuan 4\u8fd8\u9996\u6b21\u5e26\u6765\u4e86\u591a\u6a21\u6001\u80fd\u529b\uff0c\u5728\u5404\u5927\u8bc4\u6d4b\u57fa\u51c6\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u9886\u5148\u5176\u4ed6\u591a\u6a21\u6001\u6a21\u578b\u3002<\/p>\n\n\n\n

5\u670820\u65e5\uff0c\u9762\u58c1\u667a\u80fd\u6253\u9020\u4e86\u7aef\u4fa7\u591a\u6a21\u6001\u6a21\u578bMiniCPM-Llama3-V 2.5\u3002\u8be5\u6a21\u578b8B\u53c2\u6570\uff0c\u4e0d\u4ec5\u652f\u630130+\u591a\u79cd\u8bed\u8a00\uff0c\u800c\u4e14\u7efc\u5408\u6027\u80fd\u3001OCR\u957f\u96be\u56fe\u8bc6\u522b\u80fd\u529bSOTA\uff1b\u56fe\u50cf\u7f16\u7801\u5feb150\u500d\u3002\u9762\u58c1\u81ea\u7814\u9ad8\u6e05\u56fe\u50cf\u9ad8\u6548\u7f16\u7801\u6280\u672f\uff0c\u53ef\u4ee5\u9ad8\u6548\u7f16\u7801\u53ca\u65e0\u635f\u8bc6\u522b180\u4e07\u9ad8\u6e05\u50cf\u7d20\u56fe\u7247\uff0c\u5e76\u4e14\u652f\u6301\u4efb\u610f\u957f\u5bbd\u6bd4\u7684\u56fe\u50cf\u3002<\/p>\n\n\n\n

issue70 2024.5.27-6.2<\/strong><\/p>\n\n\n\n

\u817e\u8baf\u5c06\u57fa\u4e8e\u6df7\u5143\u5927\u6a21\u578b\u7684 AI \u52a9\u624b\u5e94\u7528\u300c\u6df7\u5143\u52a9\u624b\u300d\u5347\u7ea7\u4e3a\u300c\u817e\u8baf\u5143\u5b9d\u300d\uff0c\u96c6\u6210 AI \u641c\u7d22\u3001AI \u603b\u7ed3\u3001AI \u5199\u4f5c\u7b49\u529f\u80fd\u3002\u5143\u5b9d\u4e0d\u4ec5\u63d0\u4f9b AI \u52a9\u624b\u7684\u6807\u51c6\u529f\u80fd\uff0c\u8fd8\u5229\u7528\u817e\u8baf\u65b0\u95fb\u548c\u5fae\u4fe1\u516c\u4f17\u53f7\u5e73\u53f0\u7684\u8d44\u6e90\uff0c\u589e\u5f3a\u4e86\u5185\u5bb9\u7684\u53ca\u65f6\u6027\u548c\u4e30\u5bcc\u5ea6\u3002\u6b64\u5916\uff0c\u5143\u5b9d\u8fd8\u5177\u5907\u751f\u6210\u5185\u5bb9\u3001\u7ffb\u8bd1\u3001\u591a\u6a21\u6001\u751f\u6210\u7b49\u591a\u79cd\u80fd\u529b\uff0c\u663e\u793a\u51fa\u817e\u8baf\u5728 AI \u5e94\u7528\u9886\u57df\u7684\u5f3a\u5927\u6280\u672f\u5b9e\u529b\u548c\u751f\u6001\u4f18\u52bf\u3002<\/p>\n\n\n\n

Google \u5ba3\u5e03 Gemini 1.5 Flash \u548c Gemini 1.5 Pro \u73b0\u5df2\u5168\u9762\u63a8\u51fa\u3002Gemini 1.5 Flash \u73b0\u652f\u6301 1,000 RPM \u9650\u5236\uff0c\u5e76\u5f15\u5165\u4e86\u8c03\u4f18\u529f\u80fd\u3002\u6b64\u5916\uff0cAPI \u73b0\u5df2\u652f\u6301 JSON Schema \u6a21\u5f0f\uff0cAI Studio \u79fb\u52a8\u7248\u652f\u6301\u548c\u6d45\u8272\u6a21\u5f0f\u4e5f\u5df2\u4e0a\u7ebf\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u5f3a\u5927\u548c\u4fbf\u6377\u7684\u5f00\u53d1\u5de5\u5177\u3002<\/p>\n\n\n\n

OpenAI \u63a8\u51fa\u4e13\u4e3a\u5927\u5b66\u6821\u56ed\u8bbe\u8ba1\u7684 ChatGPT Edu \u7248\u672c\uff0c\u652f\u6301 GPT-4o\u3001\u7f51\u7edc\u641c\u7d22\u3001\u81ea\u5b9a\u4e49 GPT\u3001\u6570\u636e\u5206\u6790\u3001\u4ee3\u7801\u751f\u6210\u7b49\u529f\u80fd\u3002\u725b\u6d25\u3001\u5251\u6865\u3001\u4f2f\u660e\u7ff0\u7b49 24 \u6240\u5927\u5b66\uff0c\u4ee5\u53ca\u6c83\u987f\u5546\u5b66\u9662\u548c\u4e9a\u5229\u6851\u90a3\u5dde\u7acb\u5927\u5b66\u5df2\u5f00\u59cb\u4f7f\u7528\u8be5\u751f\u6210\u5f0f AI \u4ea7\u54c1\u3002ChatGPT Edu \u63d0\u4f9b\u591a\u6a21\u6001\u63a8\u7406\u3001\u589e\u5f3a\u7684\u6570\u636e\u5206\u6790\u548c\u641c\u7d22\u529f\u80fd\u3001\u81ea\u5b9a\u4e49 GPT\u3001\u63d0\u5347\u7684\u8bed\u97f3\u8d28\u91cf\u53ca\u591a\u8bed\u8a00\u652f\u6301\uff0c\u8fd8\u5177\u5907\u5f3a\u5927\u7684\u5b89\u5168\u673a\u5236\uff0c\u5305\u62ec\u6570\u636e\u9690\u79c1\u3001\u7ec4\u6743\u9650\u548c\u7ba1\u7406\u63a7\u5236\u3002<\/p>\n\n\n\n

\u6cd5\u56fd\u4eba\u5de5\u667a\u80fd\u521d\u521b\u516c\u53f8 Mistral AI \u5ba3\u5e03\u4e86\u5176\u9996\u4e2a\u4ee3\u7801\u751f\u6210\u6a21\u578b Codestral\u3002\u8be5\u6a21\u578b\u63a5\u53d7\u4e86 80 \u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u7684\u8bad\u7ec3\uff0c\u5305\u62ec Python\u3001C\u3001C++\u3001JavaScript \u548c Bash \u7b49\u3002Codestral \u80fd\u81ea\u52a8\u5b8c\u6210\u4ee3\u7801\u51fd\u6570\u3001\u7f16\u5199\u6d4b\u8bd5\uff0c\u5e76\u4f7f\u7528\u586b\u8865\u4e2d\u95f4\u7684\u673a\u5236\u5b8c\u6210\u90e8\u5206\u4ee3\u7801\uff0c\u51cf\u5c11\u9519\u8bef\u548c\u6f0f\u6d1e\u3002\u8be5\u6a21\u578b\u62e5\u6709 32k \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u5728 HumanEval\u3001MBPP\u3001CruxEval\u3001RepoBench \u548c Spider \u7b49\u57fa\u51c6\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u63d0\u4f9b API \u7aef\u70b9\u3001\u63d2\u4ef6\u548c\u5f00\u53d1\u73af\u5883\u96c6\u6210\u3002<\/p>\n\n\n\n

issue71 2024.6.3-6.10<\/strong><\/p>\n\n\n\n

6\u67083\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u5ba3\u5e03\u5f00\u6e902\u5343\u4ebf\u7a00\u758f\u5927\u6a21\u578bSkywork-MoE\u3002Skywork-MoE\u57fa\u4e8e\u4e4b\u524d\u6606\u4ed1\u4e07\u7ef4\u5f00\u6e90\u7684Skywork-13B\u6a21\u578b\u4e2d\u95f4checkpoint\u6269\u5c55\u800c\u6765\uff0c\u662f\u5b8c\u6574\u5730\u5c06MoEUpcycling\u6280\u672f\u5e94\u7528\u5e76\u843d\u5730\u7684\u5f00\u6e90\u5343\u4ebfMoE\u5927\u6a21\u578b\uff0c\u4e5f\u662f\u652f\u6301\u7528\u5355\u53f04090\u670d\u52a1\u5668\u63a8\u7406\u7684\u5f00\u6e90\u5343\u4ebfMoE\u5927\u6a21\u578b\u3002\u672c\u6b21\u5f00\u6e90\u7684Skywork-MoE\u6a21\u578b\u96b6\u5c5e\u4e8e\u5929\u5de53.0\u7684\u7814\u53d1\u6a21\u578b\u7cfb\u5217\uff0c\u662f\u5176\u4e2d\u7684\u4e2d\u6863\u5927\u5c0f\u6a21\u578b\uff08Skywork-MoE-Medium\uff09\uff0c\u6a21\u578b\u7684\u603b\u53c2\u6570\u91cf\u4e3a146B\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf22B\uff0c\u5171\u670916\u4e2aExpert\uff0c\u6bcf\u4e2aExpert\u5927\u5c0f\u4e3a13B\uff0c\u6bcf\u6b21\u6fc0\u6d3b\u5176\u4e2d\u76842\u4e2aExpert\u3002<\/p>\n\n\n\n

6\u67084\u65e5\uff0cAI\u521d\u521b\u516c\u53f8\u6f9c\u821f\u79d1\u6280\u5ba3\u5e03\u8f7b\u91cf\u5316\u5927\u6a21\u578bMengzi3-8B\uff0c\u73b0\u5df2\u6b63\u5f0f\u5f00\u6e90\uff0c\u5e76\u652f\u6301\u514d\u8d39\u5546\u7528\u3002Mengzi3-8B\u662f\u4e00\u6b3e\u9ad8\u6548\u3001\u4f4e\u663e\u5b58\u9700\u6c42\u7684AI\u5927\u6a21\u578b\uff0c\u534a\u7cbe\u5ea6\u4e0b\u663e\u5b58\u5360\u7528\u5c0f\u4e8e16G\uff0c\u9002\u7528\u4e8ePC\uff08\u5982MacBook\uff09\u548c\u5927\u90e8\u5206\u6d88\u8d39\u7ea7\u663e\u5361\uff08\u5982RTX 4090\u3001RTX 4080\u3001RTX 4070Ti\uff09\u3002\u6b64\u5916\uff0cMengzi3-8B\u7684\u539f\u751f\u63a8\u7406\u901f\u5ea6\u5728\u540c\u7ea7\u522b\u6a21\u578b\u4e2d\u5904\u4e8e\u9886\u5148\u5730\u4f4d\uff0c\u7279\u522b\u9002\u5408\u4e2a\u4eba\u5f00\u53d1\u8005\u548cAI\u7231\u597d\u8005\u4f7f\u7528\u3002<\/p>\n\n\n\n

6\u67085\u65e5\uff0c\u667a\u8c31AI\u5728\u667a\u8c31AI Open Day\u4e0a\u5ba3\u5e03\u5bf9\u65d7\u4e0b\u5168\u6a21\u578b\u77e9\u9635\u7684\u4ef7\u683c\u5927\u5e45\u4e0b\u8c03\uff0c\u5f00\u6e90GLM-4-9B\u7cfb\u5217\u6a21\u578b\uff0c\u5e76\u53d1\u5e03\u4e86\u5927\u6a21\u578b\u5e94\u7528\u6e05\u8a00App\u548c\u5927\u6a21\u578b\u5f00\u653e\u5e73\u53f0\u7684\u6700\u65b0\u66f4\u65b0\u3002\u5c0f\u6a21\u578bChatGLM3-6B\u5347\u7ea7\u4e3a9B\u540e\uff0c\u5728\u5f00\u653e\u5e73\u53f0\u53d8\u4e3aGLM-4-flash\u7248\u672c\uff0cAPI \u4ef7\u683c\u76f8\u8f83\u4e8eGLM-3 Turbo\u964d\u4ef7\u81f310%\u3002\u7b2c\u56db\u4ee3GLM\u7cfb\u5217\u5f00\u6e90\u6a21\u578bGLM-4 9B\uff0c\u5b98\u5ba3\u5f00\u6e90\u514d\u8d39\u7528\u3002GLM-4\u6a21\u578b\uff0c\u5728\u5f00\u653e\u5e73\u53f0\u4e0a\u4e3aGLM-4-Air\u7248\u672c\uff0c\u6bcf100\u4e07token\u53ea\u97001\u5143\uff0c\u4ef7\u683c\u5219\u4ec5\u4e3a\u539f\u6765\u76841%\u3002<\/p>\n\n\n\n

6\u67087\u65e5\uff0c\u963f\u91cc\u4e91\u53d1\u5e03\u5f00\u6e90\u6a21\u578bQwen2-72B\u3002\u672c\u6b21\u5f00\u6e90\u7684Qwen2-72B\u5927\u6a21\u578b\u5728\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u3001\u77e5\u8bc6\u3001\u4ee3\u7801\u3001\u6570\u5b66\u53ca\u591a\u8bed\u8a00\u7b49\u591a\u9879\u80fd\u529b\u4e0a\u5747\u663e\u8457\u8d85\u8d8a\u5f53\u524d\u9886\u5148\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u5305\u62ec\u963f\u91cc\u4e91\u57284\u6708\u5e95\u5f00\u6e90\u7684Qwen1.5\u6700\u5927\u7684\u6a21\u578bQwen1.5-110B\u3002\u8be5Qwen2\u7cfb\u5217\u5305\u542b5\u4e2a\u5c3a\u5bf8\u7684\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u5fae\u8c03\u6a21\u578b\uff0c\u5305\u62ecwen2-0.5B\u3001Qwen2-1.5B\u3001Qwen2-7B\u3001Qwen2-57B-A14B\u548cQwen2-72B\u3002\u6240\u6709\u5c3a\u5bf8\u6a21\u578b\u90fd\u4f7f\u7528\u4e86GQA\uff08\u5206\u7ec4\u67e5\u8be2\u6ce8\u610f\u529b\uff09\u673a\u5236\uff0c\u6a21\u578b\u7684\u591a\u8bed\u8a00\u80fd\u529b\u548c\u4e0a\u4e0b\u6587\u957f\u5ea6\u652f\u6301\u5747\u5f97\u5230\u4e86\u63d0\u5347\u3002<\/p>\n\n\n\n

issue72 2024.6.10-6.16<\/strong><\/p>\n\n\n\n

\u82f9\u679c\u5728WWDC 24\u4e0a\u5c55\u793a\u4e86\u5176\u9996\u4e2aAI\u7cfb\u7edf\u2014\u2014Apple Intelligence\u53ca\u5168\u65b0Siri\u3002\u8fd9\u4e2a\u5f3a\u5927\u7684\u65b0\u529f\u80fd\u5c06\u4e3aiPhone\u3001iPad\u548cMac\u63d0\u4f9b\u60c5\u666f\u9a71\u52a8\u901a\u77e5\u3001\u5199\u4f5c\u6539\u8fdb\u3001\u56fe\u50cf\u751f\u6210\u7b49\u529f\u80fd\u3002Apple Intelligence\u7684\u82f1\u8bed\u8bd5\u7528\u7248\u5c06\u4e8e\u4eca\u5e74\u590f\u5929\u63a8\u51fa\uff0c\u5e76\u4e8e\u4eca\u5e74\u79cb\u5929\u5728iOS 18\u3001iPadOS 18\u53camacOS Sequoia\u4e2d\u53d1\u5e03Beta\u7248\u3002\u4f7f\u7528\u95e8\u69db\u662fiPhone 15 Pro\u7cfb\u5217\u3001\u914d\u5907M1\u82af\u7247\u7684iPad\u548cMac\u4ee5\u53ca\u540e\u7eed\u673a\u578b\u3002\u82f9\u679c\u8fd8\u548cOpenAI\u5ba3\u5e03\u5efa\u7acb\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff0c\u5c06ChatGPT\u76f4\u63a5\u96c6\u6210\u5230\u5373\u5c06\u53d1\u5e03\u7684iOS 18\u3001iPadOS 18\u548cmacOS\u4e2d\u3002<\/p>\n\n\n\n

Luma Labs\u63a8\u51fa\u4e86Dream Machine\uff0c\u8fd9\u662f\u4e00\u79cd\u5168\u65b0\u7684AI\u6a21\u578b\uff0c\u80fd\u591f\u6839\u636e\u6587\u672c\u548c\u56fe\u50cf\u63d0\u793a\u751f\u62105\u79d2\u7684\u89c6\u9891\u526a\u8f91\u3002<\/p>\n\n\n\n

6\u670812\u65e5\uff0c\u5fae\u8f6f\u53d1\u5e03\u516c\u544a\u79f0Copilot GPTs\u5c06\u4e8e7\u670810\u65e5\u8d77\u505c\u670d\uff0c\u79fb\u9664\u521b\u5efaGPT\u7684\u529f\u80fd\uff0c\u7528\u6237\u5df2\u7ecf\u521b\u5efa\u7684GPTs\u5c06\u88ab\u6e05\u7a7a\u3002\u5fae\u8f6f\u7ed9\u51fa\u7684\u5b98\u65b9\u89e3\u91ca\u662f\u516c\u53f8\u6218\u7565\u8c03\u6574\uff0c\u6b63\u5728\u5c06GPT\u7684\u91cd\u70b9\u8f6c\u5411\u5546\u4e1a\u548c\u4f01\u4e1a\u573a\u666f\uff0c\u80cc\u540e\u539f\u56e0\u53ef\u80fd\u662f\u7f3a\u4e4f\u5546\u4e1a\u56de\u62a5\u3002Copilot GPTs\u5173\u95ed\u5f15\u53d1\u4e86\u7528\u6237\u4e0d\u6ee1\uff0c\u6279\u8bc4\u8005\u8d28\u7591\u6b64\u4e3e\u4f1a\u5207\u65ad\u521b\u65b0\u5e76\u524a\u51cf\u6d88\u8d39\u8005\u5bf9\u4e8e\u4ea7\u54c1\u7684\u4fe1\u4efb\u3002<\/p>\n\n\n\n

6\u670814\u65e5\uff0c\u82f1\u4f1f\u8fbe\u5ba3\u5e03\u63a8\u51fa Nemotron-4 340B\u3002\u5b83\u5305\u542b\u4e00\u7cfb\u5217\u5f00\u653e\u6a21\u578b\uff0c\u901a\u8fc7\u72ec\u7279\u7684\u5f00\u653e\u6a21\u578b\u8bb8\u53ef\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u7528\u514d\u8d39\u3001\u53ef\u6269\u5c55\u7684\u65b9\u5f0f\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u7528\u4e8e\u8bad\u7ec3\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u53ef\u7528\u4e8e\u533b\u7597\u5065\u5eb7\u3001\u91d1\u878d\u3001\u5236\u9020\u3001\u96f6\u552e\u7b49\u6240\u6709\u884c\u4e1a\u7684\u5546\u4e1a\u5e94\u7528\u3002Nemotron-4 340B \u7cfb\u5217\u5305\u62ec\u57fa\u7840\u3001Instruct \u548c Reward \u6a21\u578b\uff0c\u7528\u4e8e\u751f\u6210\u8bad\u7ec3\u548c\u6539\u8fdb LLM \u7684\u5408\u6210\u6570\u636e\u3002\u8fd9\u4e9b\u6a21\u578b\u7ecf\u8fc7\u4f18\u5316\uff0c\u53ef\u4e0e NVIDIA NeMo \u914d\u5408\u4f7f\u7528\uff0c\u540e\u8005\u662f\u4e00\u4e2a\u7528\u4e8e\u7aef\u5230\u7aef\u6a21\u578b\u8bad\u7ec3\u7684\u5f00\u6e90\u6846\u67b6\uff0c\u5305\u62ec\u6570\u636e\u7ba1\u7406\u3001\u5b9a\u5236\u548c\u8bc4\u4f30\u3002\u5b83\u4eec\u8fd8\u9488\u5bf9\u5f00\u6e90 NVIDIA TensorRT-LLM \u5e93\u7684\u63a8\u7406\u8fdb\u884c\u4e86\u4f18\u5316\u3002<\/p>\n\n\n\n

issue73 2024.6.17-6.23<\/strong><\/p>\n\n\n\n

6\u670820\u65e5\uff0cAnthropic \u53d1\u5e03\u4e86\u4e0b\u4e00\u4ee3\u65d7\u8230\u5927\u6a21\u578bClaude 3.5 Sonnet\uff0c\u4e0d\u4ec5\u5728\u8bc4\u4f30\u4e2d\u80dc\u8fc7GPT-4o\uff0c\u8fd8\u4fdd\u6301\u7740\u4e2d\u7b49\u89c4\u6a21\u7684\u6a21\u578b\u6240\u5177\u6709\u7684\u901f\u5ea6\u548c\u6210\u672c\u4f18\u52bf\u3002\u5982\u4eca\uff0cClaude 3.5 Sonnet\u5df2\u7ecf\u9762\u5411\u5168\u7403\u5f00\u542f\u514d\u8d39\u8bd5\u7528\u4e86\u3002\u6210\u672c\u66f4\u4f4e\u3001\u901f\u5ea6\u66f4\u5feb\u3002\u5728\u8fd0\u884c\u901f\u5ea6\u65b9\u9762\uff0cClaude 3.5 Sonnet\u4e5f\u662fClaude 3 Opus\u7684\u4e24\u500d\u3002\u5728\u8d39\u7528\u4e0a\uff0cSonnet\u5904\u7406\u6bcf\u767e\u4e07\u8f93\u5165token\u4ec5\u97003\u7f8e\u5143\uff0c\u6bcf\u767e\u4e07\u8f93\u51fatoken\u4ec5\u4e3a15\u7f8e\u5143\u3002<\/p>\n\n\n\n

\u5728Computex 2024\u5927\u4f1a\u4e0a\uff0cStability AI\u6b63\u5f0f\u5b98\u5ba3SD 3 Medium\u516c\u5f00\u53d1\u5e03\u3002\u636e\u6089\uff0c\u4e4b\u540e\u8fd8\u4f1a\u5f00\u6e904B\u548c8B\u7684\u7248\u672c\u3002\u76ee\u524d\uff0cComfyUI\u5df2\u7ecf\u63d0\u4ea4\u4e86\u5bf9SD3\u652f\u6301\u7684\u7248\u672c\u3002\u672c\u6b21\u5f00\u6e90\u7684\u7248\u672c\u662fStable Diffusion 3 Medium\u5728Hugging Face\u4e0a\u53ef\u4ee5\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u3002\u5b83\u7684\u89c4\u6a21\u4e3a20\u4ebf\u53c2\u6570\uff0c\u5728\u7b14\u8bb0\u672c\u4e0a\u5c31\u80fd\u8dd1\u3002<\/p>\n\n\n\n

6\u670821\u65e5\uff0c\u534e\u4e3a\u5728\u5e74\u5ea6\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\u63a8\u51fa\u5168\u65b0\u5347\u7ea7\u7684\u76d8\u53e4\u5927\u6a21\u578b5.0\u7248\u672c\uff0c\u8be5\u7248\u672c\u5728\u5168\u9762\u6027\u3001\u591a\u6a21\u6001\u5904\u7406\u80fd\u529b\u4ee5\u53ca\u6df1\u5ea6\u601d\u8003\u80fd\u529b\u4e0a\u5747\u5b9e\u73b0\u4e86\u663e\u8457\u63d0\u5347\u3002\u76d8\u53e45.0\u9488\u5bf9\u4e0d\u540c\u4e1a\u52a1\u9700\u6c42\uff0c\u63a8\u51fa\u4e86\u591a\u79cd\u89c4\u683c\u7684\u6a21\u578b\uff0c\u5e76\u4e14\u80fd\u591f\u4e0e\u73b0\u5b9e\u4e16\u754c\u7d27\u5bc6\u7ed3\u5408\uff0c\u63a8\u52a8\u5927\u6a21\u578b\u5728\u5404\u884c\u4e1a\u7684\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n\n\n\n

Hedra\u53d1\u5e03Character-1\uff0c\u7528\u6237\u53ef\u4ee5\u7ec6\u9897\u7c92\u5ea6\u5730\u63a7\u5236\u5982\u4f55\u4f7f\u7528AI\u6765\u5236\u4f5c\u201c\u865a\u62df\u89d2\u8272\u7684\u52a8\u753b\u201d\u3002\u8fd9\u662fHedra\u5373\u5c06\u63a8\u51fa\u7684\u57fa\u7840\u89c6\u9891\u6a21\u578b\u7684\u201c\u9884\u89c8\u7248\u672c\u201d\uff0c\u76ee\u524d\u5b83\u53ea\u63d0\u4f9b\u65b9\u5f62\u89c6\u9891\uff0c\u800c\u4e0d\u662f\u5bbd\u5c4f\u6216\u7ad6\u5c4f\uff0c\u800c\u4e14\u5206\u8fa8\u7387\u76f8\u5bf9\u8f83\u4f4e\u3002\u5b83\u7684\u4f7f\u7528\u95e8\u69db\u76f8\u5f53\u4f4e\u3002\u57fa\u4e8e\u8be5\u6a21\u578b\uff0c\u7528\u6237\u53ea\u9700\u8981\u4e00\u6bb5\u97f3\u4e50\u2014\u2014\u53ef\u4ee5\u76f4\u63a5\u751f\u6210\uff0c\u6216\u8005\u4e0a\u4f20\u5df2\u6709\u7684\u97f3\u4e50\uff0c\u4e00\u5f20\u56fe\u7247\u2014\u2014\u53ef\u4ee5\u76f4\u63a5\u751f\u6210\uff0c\u6216\u8005\u4e0a\u4f20\u81ea\u5df1\u7684\u56fe\u7247\u3002\u7136\u540e\uff0c\u53ea\u9700\u5355\u51fb\u751f\u6210\u89c6\u9891\u5e76\u7b49\u5f85\u5373\u53ef\u3002\u5927\u6982\u4e00\u5206\u949f\u5de6\u53f3\uff0c\u4f1a\u751f\u6210\u4e00\u4e2a\u4e00\u4e2a\u53e3\u578b\u540c\u6b65\u7684\u89c6\u9891\u3002<\/p>\n\n\n\n

\u4f9d\u56fe\u79d1\u6280\u53d1\u5e03\u4e86\u9762\u5411\u5b89\u9632\u573a\u666f\u7684\u5929\u95ee\u5927\u6a21\u578b4.0\u3002<\/p>\n\n\n\n

issue74 2024.6.24-6.30<\/strong><\/p>\n\n\n\n

\u8c37\u6b4cDeepMind\u516c\u5e03\u5176\u65b0\u4e00\u4ee3\u6700\u5f3a\u5f00\u6e90\u6a21\u578b\u2014\u2014Gemma 2\u3002Gemma 2\u670990\u4ebf\uff089B\uff09\u548c270\u4ebf\uff0827B\uff09\u4e24\u79cd\u53c2\u6570\u89c4\u6a21\u53ef\u7528\u300227B\u6a21\u578b\u8bad\u7ec3\u4e8613T tokens\uff0c9B\u662f8T tokens\uff0c\u90fd\u62e5\u67098192\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u53ef\u5728Google AI Studio\u4e2d\u4f7f\u7528\u300226\u4ebf\u53c2\u6570\uff082.6B\uff09\u6a21\u578b\u5c06\u5f88\u5feb\u53d1\u5e03\uff0c\u5c0f\u5230\u53ef\u4ee5\u5728\u624b\u673a\u672c\u5730\u8fd0\u884c\u3002<\/p>\n\n\n\n

OpenAI\u5ba3\u5e03\u5f00\u53d1\u4e86\u4e00\u4e2a\u540d\u4e3aCriticGPT\u7684\u65b0\u6a21\u578b\uff0c\u57fa\u4e8eGPT-4\u8bad\u7ec3\uff0c\u65e8\u5728\u67e5\u627eChatGPT\u8f93\u51fa\u5185\u5bb9\u4e2d\u7684\u9519\u8bef\u3002CriticGPT\u7684\u4e3b\u8981\u76ee\u7684\u662f\u534f\u52a9\u4eba\u7c7bAI\u8bad\u7ec3\u5458\u5b8c\u6210\u5de5\u4f5c\uff0c\u4f7f\u7528”\u4ece\u4eba\u7c7b\u53cd\u9988\u4e2d\u5f3a\u5316\u5b66\u4e60”\uff08RLHF\uff09\u6280\u672f\u6765\u6539\u8fdbGPT-4\u7684\u56de\u7b54\u3002<\/p>\n\n\n\n

6\u670825\u65e5\uff0cOpenAI\u5411\u4e2d\u56fd\u7528\u6237\u53d1\u5e03\u90ae\u4ef6\u79f0\uff0c\u81ea7\u67089\u65e5\u8d77\uff0c\u5c06\u4e0d\u518d\u63a5\u53d7\u6765\u81ea\u90a3\u4e9b\u672a\u5728\u5176\u652f\u6301\u5217\u8868\u4e2d\u7684\u56fd\u5bb6\u548c\u5730\u533a\u7684API\u8bf7\u6c42\u3002\u5982\u679c\u53d7\u5f71\u54cd\u7684\u7ec4\u7ec7\u60f3\u8981\u7ee7\u7eed\u5229\u7528OpenAI\u7684\u670d\u52a1\uff0c\u4ed6\u4eec\u9700\u8981\u5728OpenAI\u670d\u52a1\u8986\u76d6\u7684\u56fd\u5bb6\u6216\u5730\u533a\u8fdb\u884c\u8bbf\u95ee\u3002\u76ee\u524d\uff0cOpenAI\u7684API\u670d\u52a1\u8986\u76d6\u4e86\u5168\u7403161\u4e2a\u56fd\u5bb6\u548c\u5730\u533a\uff0c\u4f46\u4e2d\u56fd\u5e76\u4e0d\u5728\u5176\u4e2d\uff0c\u8fd9\u8868\u660eOpenAI\u5c06\u4e0d\u518d\u5411\u4e2d\u56fd\u7528\u6237\u63d0\u4f9bAPI\u670d\u52a1\u3002<\/p>\n\n\n\n

\u767e\u5ea6\u5728\u6df1\u5ea6\u5b66\u4e60\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\u63a8\u51fa\u4e86\u667a\u80fd\u4ee3\u7801\u52a9\u624b”\u6587\u5fc3\u5feb\u7801”\u3002\u8be5\u4ea7\u54c1\u57fa\u4e8e\u6587\u5fc3\u5927\u6a21\u578b\u548c\u767e\u5ea6\u591a\u5e74\u79ef\u7d2f\u7684\u7f16\u7a0b\u6570\u636e\uff0c\u5177\u6709\u4ee3\u7801\u667a\u80fd\u3001\u573a\u666f\u4e30\u5bcc\u7b49\u4f18\u52bf\uff0c\u53ef\u5b9e\u73b0”\u5e2e\u4f60\u60f3\u3001\u5e2e\u4f60\u5199\u3001\u5e2e\u4f60\u6539”\u7684\u5e94\u7528\u5f62\u6001\u3002\u6587\u5fc3\u5feb\u7801\u5728\u767e\u5ea6\u5185\u90e8\u5df2\u5e7f\u6cdb\u4f7f\u7528\uff0c\u4ee3\u7801\u91c7\u7528\u7387\u8fbe44%\u3002\u5b83\u652f\u6301100\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5728Go\u3001Java\u7b49\u4e3b\u6d41\u8bed\u8a00\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u5e76\u517c\u5bb9\u591a\u79cd\u4e3b\u6d41IDE\u3002\u4ea7\u54c1\u5206\u4e3a\u6807\u51c6\u7248\u3001\u4e13\u4e1a\u7248\u3001\u4f01\u4e1a\u7248\u548c\u4f01\u4e1a\u4e13\u6709\u7248\uff0c\u6ee1\u8db3\u4e0d\u540c\u7528\u6237\u9700\u6c42\u3002<\/p>\n\n\n\n

6\u670827\u65e5\uff0c\u79d1\u5927\u8baf\u98de\u53d1\u5e03\u8baf\u98de\u661f\u706b\u5927\u6a21\u578bV4.0\u53ca\u591a\u4e2a\u9886\u57df\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u3002<\/p>\n\n\n\n

issue75 2024.7.1-7.7<\/strong><\/p>\n\n\n\n

Runway\u5ba3\u5e03\u5176\u6700\u65b0\u7684\u6587\u751f\u89c6\u9891\u6a21\u578bGen-3 Alpha\u5411\u6240\u6709\u7528\u6237\u5f00\u653e\uff0c\u6bcf\u6708\u6700\u4f4e\u6536\u8d3912\u7f8e\u5143\u3002Gen-3\u4e00\u6b21\u53ef\u751f\u621011\u79d2\u7684720P\u89c6\u9891\uff0c\u652f\u6301\u6587\u672c\u8f93\u5165\u751f\u6210\u89c6\u9891\u3002\u8be5\u6a21\u578b\u529f\u80fd\u5f3a\u5927\uff0c\u6bd4\u80a9Sora\uff0c\u80fd\u591f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u89c6\u9891\u5185\u5bb9\u3002<\/p>\n\n\n\n

7\u67083\u65e5\uff0cAI \u97f3\u4e50\u751f\u6210\u5de5\u5177 Suno \u5ba3\u5e03\u63a8\u51fa iOS \u5ba2\u6237\u7aef\u3002<\/p>\n\n\n\n

7\u67084\u65e5\u51cc\u6668\uff0c\u6cd5\u56fd\u77e5\u540d\u5f00\u6e90 AI \u7814\u7a76\u5b9e\u9a8c\u5ba4 Kyut \u5728\u5b98\u7f51\u53d1\u5e03\u4e86\u591a\u6a21\u6001\u5927\u6a21\u578b Moshi\u3002Moshi \u7684\u529f\u80fd\u4e0e OpenAI \u57285\u670814\u65e5\u5c55\u793a\u7684\u6700\u65b0\u6a21\u578bGPT-4o\u7c7b\u4f3c\uff0c\u90fd\u53ef\u4ee5\u542c\u53d6\u4eba\u7684\u8bed\u97f3\u63d0\u95ee\u540e\u8fdb\u884c\u5b9e\u65f6\u63a8\u7406\u56de\u7b54\u3002<\/p>\n\n\n\n

7\u67084\u65e5\uff0c\u5728\u4eca\u5929\u63ed\u5e55\u7684 2024 \u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u66a8\u4eba\u5de5\u667a\u80fd\u5168\u7403\u6cbb\u7406\u9ad8\u7ea7\u522b\u4f1a\u8bae\uff08\u7b80\u79f0\u201cWAIC 2024\u201d\uff09\u4e0a\uff0c\u9636\u8dc3\u661f\u8fb0\u9996\u53d1\u4e86\u4e09\u6b3e Step \u7cfb\u5217\u901a\u7528\u5927\u6a21\u578b\u65b0\u54c1\uff1aStep-2 \u4e07\u4ebf\u53c2\u6570\u8bed\u8a00\u5927\u6a21\u578b\u6b63\u5f0f\u7248\u3001Step-1.5V \u591a\u6a21\u6001\u5927\u6a21\u578b\u3001Step-1X \u56fe\u50cf\u751f\u6210\u5927\u6a21\u578b\u3002<\/p>\n\n\n\n

7\u67085\u65e5\uff0c\u5546\u6c64\u79d1\u6280\u53d1\u5e03\u4e86\u56fd\u5185\u9996\u4e2a\u6d41\u5f0f\u591a\u6a21\u6001\u5927\u6a21\u578b\u65e5\u65e5\u65b05.5\uff0c\u5b9e\u73b0\u4e86\u5b9e\u65f6\u8de8\u6587\u672c\u3001\u97f3\u9891\u3001\u56fe\u50cf\u4e0e\u89c6\u9891\u63a8\u7406\uff0c\u591a\u9879\u6d4b\u8bc4\u8d85\u8fc7GPT-4o\u3002<\/p>\n\n\n\n

\u817e\u8baf\u5143\u5b9d\u5e94\u7528\u63a8\u51fa\u4e86AI\u6df1\u5ea6\u641c\u7d22\u529f\u80fd\uff0c\u7528\u6237\u66f4\u65b0\u81f3\u6700\u65b0\u7248\u672c\u540e\uff0c\u80fd\u591f\u5728AI\u641c\u7d22\u6df1\u5ea6\u6a21\u5f0f\u4e0b\u83b7\u5f97\u6269\u5c55\u95ee\u9898\u89e3\u7b54\uff0c\u5e76\u80fd\u4e00\u952e\u751f\u6210\u5185\u5bb9\u5927\u7eb2\u3001\u601d\u7ef4\u5bfc\u56fe\u4ee5\u53ca\u76f8\u5173\u4eba\u7269\u4e8b\u4ef6\u68b3\u7406\u3002\u7279\u522b\u662f\u5728\u79d1\u7814\u548c\u8d22\u7ecf\u7b49\u4e13\u4e1a\u9886\u57df\uff0c\u8be5\u529f\u80fd\u80fd\u591f\u63d0\u4f9b\u8be6\u5c3d\u7684\u56de\u7b54\u3002\u7ecf\u6d4b\u8bd5\uff0c\u5143\u5b9d\u5f15\u7528\u7684\u6d88\u606f\u6e90\u57fa\u672c\u6765\u81ea\u5fae\u4fe1\u516c\u4f17\u5e73\u53f0\u516c\u4f17\u53f7\u6587\u7ae0\u3002<\/p>\n\n\n\n

\u5feb\u624b\u5ba3\u5e03\u53ef\u7075AI\u7f51\u9875\u7aef\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u6240\u6709\u529f\u80fd\u9650\u65f6\u514d\u8d39\u3002\u65b0\u529f\u80fd\u5305\u62ec:\u201c\u6587\u751f\u89c6\u9891\u201d\uff0c\u652f\u6301\u6700\u957f10\u79d2\u7684\u89c6\u9891\u751f\u6210\u4ee5\u53ca\u201c\u56fe\u751f\u89c6\u9891\u201d\uff0c\u65b0\u589e\u8fd0\u955c\u63a7\u5236\u548c\u81ea\u5b9a\u4e49\u9996\u5c3e\u5e27\u3002\u53ef\u7075AI\u7f51\u9875\u7aef\u63d0\u4f9bAI\u56fe\u7247\u3001AI\u89c6\u9891\u53ca\u5373\u5c06\u4e0a\u7ebf\u7684\u89c6\u9891\u7f16\u8f91\u529f\u80fd\uff0c\u76ee\u524d\u5df2\u5438\u5f15\u8d85\u8fc750\u4e07\u7528\u6237\u7533\u8bf7\u5185\u6d4b\u8d44\u683c\u3002<\/p>\n\n\n\n

issue76 2024.7.8-7.14<\/strong><\/p>\n\n\n\n

\u817e\u8baf\u667a\u5f71\u5c0f\u7a0b\u5e8f\u4e0a\u7ebfAI\u89c6\u9891\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4e00\u952e\u751f\u6210\u98ce\u683c\u5316\u89c6\u9891\uff0c\u9650\u65f6\u514d\u8d39\u3002\u7528\u6237\u5bfc\u5165\u89c6\u9891\u540e\uff0c\u53ef\u5feb\u901f\u751f\u6210\u98ce\u683c\u5316\u6548\u679c\uff0c\u652f\u630110\u79d2\u89c6\u9891\u5904\u7406\u3002\u6b64\u5916\uff0c\u667a\u5f71AI\u8fd8\u5305\u542b\u865a\u62df\u6570\u5b57\u4eba\u3001\u6587\u672c\u914d\u97f3\u3001\u667a\u80fd\u53bb\u6c34\u5370\u548c\u6587\u7ae0\u8f6c\u89c6\u9891\u7b49\u529f\u80fd\uff0c\u63d0\u5347\u89c6\u9891\u521b\u4f5c\u4f53\u9a8c\u3002<\/p>\n\n\n\n

7\u670810\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u4e0a\u7ebf\u4e86AI\u641c\u7d22\u52a9\u624b\u201c\u5fc3\u6d41\u201d\uff0c\u63d0\u4f9b\u667a\u80fd\u641c\u7d22\u3001\u77e5\u8bc6\u95ee\u7b54\u3001\u667a\u80fd\u9605\u8bfb\u3001\u8f85\u52a9\u521b\u4f5c\u7b49\u529f\u80fd\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u63d0\u5347\u5de5\u4f5c\u548c\u5b66\u4e60\u6548\u7387\u3002<\/p>\n\n\n\n

\u767e\u5ea6\u63a8\u51fa\u4e00\u6b3e\u65b0\u578bAI\u793e\u4ea4App\u201c\u6587\u5c0f\u8a00\u201d\uff0c\u5229\u7528\u6587\u5fc3\u5927\u6a21\u578b\u6280\u672f\u63d0\u4f9b\u4eff\u771f\u6570\u5b57\u4eba\u793e\u4ea4\u4f53\u9a8c\uff0c\u5141\u8bb8\u7528\u6237\u4e0eAI\u865a\u62df\u89d2\u8272\u8fdb\u884c\u5b9e\u65f6\u4e92\u52a8\uff0c\u6bcf\u4e2a\u89d2\u8272\u90fd\u5177\u5907\u4e2a\u6027\u5316\u7684\u804a\u5929\u670d\u52a1\u548c\u80a2\u4f53\u8bed\u8a00\u53cd\u9988\u3002<\/p>\n\n\n\n

issue77 2024.7.15-7.21<\/strong><\/p>\n\n\n\n

7\u670817\u65e5\uff0cAnthropic \u63a8\u51fa\u4e86 Claude Android \u5e94\u7528\u7a0b\u5e8f\uff0c\u65e8\u5728\u901a\u8fc7\u63d0\u4f9b\u66f4\u591a\u5e73\u53f0\u652f\u6301\u6765\u5438\u5f15\u7528\u6237\u3002\u8be5\u5e94\u7528\u7a0b\u5e8f\u5141\u8bb8\u7528\u6237\u514d\u8d39\u8bbf\u95ee Anthropic \u7684 AI \u6a21\u578b Claude 3.5 Sonnet\uff0c\u5e76\u63d0\u4f9b\u5b9e\u65f6\u8bed\u8a00\u7ffb\u8bd1\u529f\u80fd\uff0c\u652f\u6301\u8bbe\u5907\u95f4\u5bf9\u8bdd\u540c\u6b65\u548c\u7167\u7247\u6216\u6587\u4ef6\u7684\u5b9e\u65f6\u56fe\u50cf\u5206\u6790\u3002\u6b64\u5916\uff0c\u4f01\u4e1a\u5ba2\u6237\u8fd8\u53ef\u4ee5\u5728\u79fb\u52a8\u8bbe\u5907\u4e0a\u8bbf\u95ee\u4ed6\u4eec\u7684 Claude \u8d26\u6237\u3002<\/p>\n\n\n\n

7\u670819\u65e5\uff0cOpenAI \u53d1\u5e03 GPT-4o mini \uff0c\u4e00\u4e2a\u6210\u672c\u66f4\u4f4e\u3001\u6027\u80fd\u63a5\u8fd1 GPT-4 \u7684\u65b0\u6a21\u578b\uff0c\u5df2\u5728 ChatGPT \u4e2d\u53d6\u4ee3 GPT-3.5\u3002\u65b0\u6a21\u578b\u652f\u6301\u66f4\u5927\u7684\u8f93\u5165\u8f93\u51fa tokens\uff0c\u4ef7\u683c\u66f4\u4fbf\u5b9c\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u5e94\u7528\u573a\u666f\uff0c\u5e76\u8ba1\u5212\u5f00\u653e\u5fae\u8c03\u529f\u80fd\u3002<\/p>\n\n\n\n

issue78 2024.7.22-7.28<\/strong><\/p>\n\n\n\n

7\u670823\u65e5\uff0cMeta \u6b63\u5f0f\u53d1\u5e03\u4e86 Llama3.1\uff0c\u8fd9\u662f\u4e00\u7cfb\u5217\u5927\u6a21\u578b\uff0c\u5305\u62ec8B\u300170B\u548c405B\u4e09\u4e2a\u7248\u672c\uff0c\u5176\u4e2d 405B \u7248\u672c\u5728\u6027\u80fd\u4e0a\u4e0e GPT-4o \u76f8\u5f53\uff0c\u5237\u65b0\u4e86\u5f00\u6e90\u57fa\u7840\u6a21\u578b\u7684\u80fd\u529b\u4e0a\u9650\u3002Llama 3.1\u6269\u5c55\u4e86\u4e0a\u4e0b\u6587\u957f\u5ea6\u81f3 128K\uff0c\u5e76\u652f\u6301\u591a\u8bed\u8a00\u548c\u5de5\u5177\u4f7f\u7528\u3002Meta\u5728\u9884\u5904\u7406\u548c\u9884\u8bad\u7ec3\u6570\u636e\u7684 Curation pipelines \u4e0a\u8fdb\u884c\u4e86\u52a0\u5f3a\uff0c\u5e76\u5728\u540e\u8bad\u7ec3\u6570\u636e\u7684\u8d28\u91cf\u4fdd\u8bc1\u548c\u8fc7\u6ee4\u65b9\u6cd5\u4e0a\u505a\u4e86\u6539\u8fdb\u3002Llama3.1 \u4f7f\u7528\u4e86\u8d85\u8fc7 15 \u4e07\u4ebf\u7684\u591a\u8bed\u8a00 Token \u8bed\u6599\u5e93\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u89c4\u6a21\u8fdc\u5927\u4e8e\u4ee5\u524d\u7684\u7248\u672c\u3002<\/p>\n\n\n\n

7\u670825\u65e5\uff0cOpenAI \u5ba3\u5e03\u65d7\u4e0bAI\u641c\u7d22\u5f15\u64ce SearchGPT \u6b63\u5f0f\u5f00\u653e\u5185\u6d4b\uff0c\u5e76\u8ba1\u5212\u5728\u672a\u6765\u63a5\u5165\u5230 ChatGPT \u670d\u52a1\u4e2d\u3002<\/p>\n\n\n\n

7\u670826\u65e5\uff0c\u667a\u8c31AI\u53d1\u5e03\u4e86\u5347\u7ea7\u7248\u89c6\u9891\u751f\u6210\u6a21\u578b CogVideoX\uff0c\u5e76\u63a8\u51fa\u4e86\u540d\u4e3a\u201c\u6e05\u5f71\u201d\u7684AI\u89c6\u9891\u751f\u6210\u670d\u52a1\uff0c\u8be5\u670d\u52a1\u80fd\u591f\u5728 30 \u79d2\u5185\u5feb\u901f\u751f\u6210 6 \u79d2\u89c6\u9891\uff0c\u652f\u6301\u590d\u6742\u6307\u4ee4\u7684\u51c6\u786e\u7406\u89e3\u548c\u6267\u884c\uff0c\u786e\u4fdd\u89c6\u9891\u5185\u5bb9\u8fde\u8d2f\uff0c\u5e76\u5177\u6709\u753b\u9762\u8c03\u5ea6\u7684\u7075\u6d3b\u6027\u3002\u76ee\u524d\uff0c\u201c\u6e05\u5f71\u201d\u5df2\u5728\u667a\u8c31\u6e05\u8a00\u7684\u591a\u4e2a\u5e73\u53f0\u4e0a\u514d\u8d39\u5f00\u653e\u7ed9\u7528\u6237\u4f53\u9a8c\uff0c\u540c\u65f6\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u4e5f\u53ef\u4ee5\u901a\u8fc7\u667a\u8c31\u5927\u6a21\u578b\u5f00\u653e\u5e73\u53f0\u7684 API \u8c03\u7528\u4f7f\u7528\u3002<\/p>\n\n\n\n

issue79 2024.7.29-8.4<\/strong><\/p>\n\n\n\n

7\u670831\u65e5\uff0cGPT-4o\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u5f00\u542f\u9080\u8bf7\u6d4b\u8bd5\u3002OpenAI\u5ba3\u5e03\u5f00\u59cb\u5411\u4e00\u5c0f\u90e8\u5206ChatGPT Plus\u7528\u6237\u63a8\u51fa\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\uff0c\u57fa\u4e8eGPT-4o\u63d0\u4f9b\u66f4\u81ea\u7136\u7684\u5b9e\u65f6\u5bf9\u8bdd\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u53d1\u5e03\u4e86 Gemini 1.5 Pro 0801 \u7248\u672c\uff0c\u8fd9\u6b3e\u5f3a\u5927\u7684 AI \u5728 LMSYS AI \u7ade\u6280\u573a\u6392\u884c\u699c\u4e0a\u4ee5 1300 \u5206\u7684\u6210\u7ee9\u9886\u5148\uff0c\u8d85\u8fc7\u4e86 OpenAI \u7684 GPT-4 \u548c Anthropic \u7684 Claude 3.5\u3002Gemini 1.5 Pro \u914d\u5907\u4e86 2,000,000 \u4e2a token \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u6781\u5927\u589e\u5f3a\u4e86\u5176\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u548c\u751f\u6210\u957f\u7bc7\u5185\u5bb9\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5f00\u6e90\u4e86\u5176\u6700\u65b0\u7aef\u4fa7\u5c0f\u6a21\u578bGemma2 2B\uff0c\u8be5\u6a21\u578b\u4ee520\u4ebf\u53c2\u6570\u7684\u89c4\u6a21\u5728\u6027\u80fd\u4e0a\u8d85\u8d8a\u4e86\u53c2\u6570\u66f4\u591a\u7684GPT-3.5-Turbo\u548cMixtral-8x7b\uff0c\u6210\u4e3a\u5927\u6a21\u578b\u7ade\u6280\u573aLMSYS Chatbot Arena\u4e2d\u8868\u73b0\u6700\u4f73\u7684\u5f00\u653e\u6a21\u578b\u4e4b\u4e00\u3002Gemma2 2B\u4e0d\u4ec5\u6027\u80fd\u5353\u8d8a\uff0c\u8fd8\u5177\u6709\u5185\u7f6e\u5b89\u5168\u6539\u8fdb\u529f\u80fd\uff0c\u540c\u65f6\u63a8\u51fa\u4e86ShieldGemma\u5b89\u5168\u5185\u5bb9\u5206\u7c7b\u5668\u548cGemma Scope\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u5de5\u5177\uff0c\u8fdb\u4e00\u6b65\u5f3a\u5316\u4e86\u6a21\u578b\u7684\u5b89\u5168\u6027\u548c\u900f\u660e\u5ea6\u3002<\/p>\n\n\n\n

7\u670831\u65e5\uff0c360\u96c6\u56e2\u521b\u59cb\u4eba\u5468\u9e3f\u794e\u5ba3\u5e03\uff0c360\u5b89\u5168\u5927\u6a21\u578b\u5c06\u514d\u8d39\u4e3a\u4e2a\u4eba\u7528\u6237\u3001\u4e2d\u5c0f\u4f01\u4e1a\u63d0\u4f9b\u670d\u52a1\uff0c\u5e76\u5728\u884c\u4e1a\u5185\u7b2c\u4e00\u4e2a\u5ba3\u5e03\u5b89\u5168\u5927\u6a21\u578b\u514d\u8d39\uff0c\u8ba9\u4eba\u4eba\u90fd\u80fd\u83b7\u5f97\u5927\u6a21\u578b\u5e26\u6765\u7684\u6280\u672f\u7ea2\u5229\u3002<\/p>\n\n\n\n

8\u67081\u65e5\uff0cStable Diffusion \u539f\u56e2\u961f\u6210\u5458\u521b\u529e\u7684 Black Forest Labs \u53d1\u5e03\u4e86 FLUX \u6587\u672c\u8f6c\u56fe\u50cf\u6a21\u578b\u7cfb\u5217\u3002FLUX.1 \u6a21\u578b\u4e3a\u5f00\u6e90\u56fe\u50cf\u751f\u6210\u6a21\u578b\u6811\u7acb\u4e86\u65b0\u6807\u51c6\uff1a\u5b83\u4eec\u53ef\u4ee5\u751f\u6210\u903c\u771f\u7684\u624b\u3001\u6e05\u6670\u7684\u6587\u672c\uff0c\u751a\u81f3\u53ef\u4ee5\u751f\u6210\u641e\u7b11\u8868\u60c5\u5305\u8fd9\u6837\u5f02\u5e38\u56f0\u96be\u7684\u4efb\u52a1\u3002<\/p>\n\n\n\n

issue80 2024.8.5-8.11<\/strong><\/p>\n\n\n\n

GPT-4o\u81ea20240513\u4e4b\u540e\u9996\u6b21\u66f4\u65b0\u523020240806\u7248\u672c\u3002<\/p>\n\n\n\n

OpenAI \u63a8\u51fa\u4e86\u4e00\u9879\u65b0\u529f\u80fd\uff0c\u4e25\u683c\u8981\u6c42\u6a21\u578b\u6309 JSON \u683c\u5f0f\u8f93\u51fa\u3002\u5141\u8bb8\u5f00\u53d1\u8005\u751f\u6210\u7b26\u5408\u6307\u5b9a JSON \u6a21\u5f0f\u7684\u7ed3\u6784\u5316\u8f93\u51fa\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u51fd\u6570\u8c03\u7528\u6216 response_format \u53c2\u6570\uff08\u4f7f\u7528 json_schema \u9009\u9879\uff09\u5728 API \u4e2d\u4f7f\u7528\u6b64\u529f\u80fd\u3002<\/p>\n\n\n\n

8\u67086\u65e5\uff0c\u667a\u8c31AI\u5c06\u5176\u89c6\u9891\u751f\u6210\u5927\u6a21\u578bCogVideoX\u5f00\u6e90\uff0c\u6210\u4e3a\u9996\u4e2a\u53ef\u5546\u7528\u7684\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002CogVideoX\u652f\u6301\u5728\u7ebf\u4f53\u9a8c\uff0c\u5c55\u793a\u4e86\u9ad8\u8d28\u91cf\u7684\u89c6\u9891\u751f\u6210\u6548\u679c\uff0c\u5e76\u4e14\u6613\u4e8e\u90e8\u7f72\u548c\u4f7f\u7528\uff0c\u4ec5\u9700\u5355\u5361A100\u572890\u79d2\u5185\u5373\u53ef\u751f\u6210\u89c6\u9891\u3002<\/p>\n\n\n\n

issue81 2024.8.12-8.18<\/strong><\/p>\n\n\n\n

\u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u7684 Qwen2 Audio – 8.5B \u6a21\u578b\u5728 ASR\u3001S2TT \u548c AIR-Bench \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u8fbe\u5230\u4e86\u76ee\u524d\u7684\u6700\u4f73\u72b6\u6001\u3002\u8be5\u6a21\u578b\u7ecf\u8fc7 370K \u5c0f\u65f6\u7684\u8bed\u97f3\u3001140K \u5c0f\u65f6\u7684\u97f3\u4e50\u548c 10K \u5c0f\u65f6\u7684\u58f0\u97f3\u6570\u636e\u9884\u8bad\u7ec3\uff0c\u7279\u522b\u64c5\u957f\u8bed\u97f3\u804a\u5929\u548c\u97f3\u9891\u5206\u6790\u4efb\u52a1\uff0c\u5e76\u4e0e Transformer \u7ed3\u6784\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n\n\n\n

8\u670814\u65e5\uff0c\u9a6c\u65af\u514b\u65d7\u4e0b\u7684\u4eba\u5de5\u667a\u80fd\u516c\u53f8 xAI \u6b63\u5f0f\u53d1\u5e03\u65b0\u4e00\u4ee3 Grok 2 \u5927\u6a21\u578b\u6d4b\u8bd5\u7248\uff0c\u5305\u62ec Grok 2 \u548c Grok 2 mini \u4e24\u4e2a\u7248\u672c\u3002Grok 2 \u6d4b\u8bd5\u7248\u5728\u903b\u8f91\u63a8\u7406\u80fd\u529b\u4e0a\u6709\u663e\u8457\u63d0\u5347\uff0c\u5e76\u4e14\u65b0\u589e\u4e86\u6587\u751f\u56fe\u529f\u80fd\uff0c\u4f7f\u7528 Black Forest Labs \u7684 FLUX.1 \u6a21\u578b\u6765\u751f\u6210\u56fe\u50cf\u3002\u8be5\u7248\u672c\u652f\u6301\u4e2d\u6587\u63d0\u95ee\u548c\u56de\u7b54\uff0c\u76ee\u524d\u53ea\u6709 X Premium \u548c Premium+ \u7528\u6237\u53ef\u4ee5\u4f53\u9a8c\u3002<\/p>\n\n\n\n

8\u670816\u65e5\uff0cRunway \u6b63\u5f0f\u63a8\u51fa\u4e86\u5176\u6700\u65b0\u7684AI\u89c6\u9891\u751f\u6210\u6a21\u578b Gen-3 Alpha Turbo\uff0c\u8be5\u6a21\u578b\u5728\u89c6\u9891\u751f\u6210\u901f\u5ea6\u4e0a\u6bd4\u4e4b\u524d\u7684 Gen-3 Alpha \u5feb\u4e86 7 \u500d\uff0c\u5e76\u4e14\u4ef7\u683c\u4ec5\u4e3a\u539f\u7248\u7684\u4e00\u534a\u3002\u8fd9\u4e00\u65b0\u6a21\u578b\u5728\u4fdd\u6301\u4e0e\u539f\u7248\u76f8\u540c\u6027\u80fd\u7684\u540c\u65f6\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u6210\u672c\uff0c\u4f7f\u5f97\u6240\u6709\u7528\u6237\u90fd\u80fd\u4f53\u9a8c\u5230\u66f4\u5feb\u901f\u7684AI\u89c6\u9891\u751f\u6210\u6280\u672f\u3002<\/p>\n\n\n\n

\u963f\u5e03\u624e\u6bd4\u6280\u672f\u521b\u65b0\u7814\u7a76\u6240\u63a8\u51fa\u4e86 Falcon Mamba 7B \u6a21\u578b\uff0c\u4e0d\u4f9d\u8d56 Transformer \u67b6\u6784\u548c\u6ce8\u610f\u529b\u673a\u5236\uff0c\u80fd\u9ad8\u6548\u5904\u7406\u65e0\u9650\u957f\u5e8f\u5217\uff0c\u6027\u80fd\u8d85\u8d8a\u540c\u89c4\u6a21\u5f00\u6e90\u6a21\u578b\u3002\u8fd9\u4e00\u65b0\u6a21\u578b\u7279\u522b\u9002\u5408\u957f\u6587\u672c\u5904\u7406\uff0c\u4e14\u5728\u5185\u5b58\u4f7f\u7528\u4e0a\u66f4\u4e3a\u9ad8\u6548\uff0c\u73b0\u5df2\u5728Hugging Face\u548cGitHub\u4e0a\u5f00\u6e90\u3002<\/p>\n\n\n\n

AI \u4ee3\u7801\u7f16\u8f91\u5668 Cursor \u5c06\u9ed8\u8ba4\u5927\u6a21\u578b\u5207\u6362\u5230 Claude 3.5 Sonnet\u3002Cursor \u6bcd\u516c\u53f8 Anysphere\uff0c\u6210\u7acb\u521d\u671f\u4ece OpenAI \u5904\u878d\u8d44 800 \u4e07\u7f8e\u5143\uff0c\u5360\u5f53\u8f6e\u878d\u8d44\u7684 72.7%\u3002<\/p>\n\n\n\n

issue82 2024.8.19-8.25<\/strong><\/p>\n\n\n\n

Midjourney \u7f51\u9875\u7248\u5bf9\u6240\u6709\u4eba\u5f00\u653e\uff0c\u4e3a\u6bcf\u4f4d\u65b0\u7528\u6237\u63d0\u4f9b\u6700\u5148\u8fdb\u6a21\u578bV6.1 25\u6b21\u8bd5\u7528\u673a\u4f1a\u3002\u7528\u6237\u53ef\u4f7f\u7528Discord\u6216Google\u8d26\u53f7\u767b\u5f55\uff0c\u5e76\u5728\u8d26\u6237\u8bbe\u7f6e\u4e2d\u5408\u5e76\u4e24\u4e2a\u5e73\u53f0\u7684\u767b\u5f55\u4fe1\u606f\uff0c\u786e\u4fdd\u5386\u53f2\u8bb0\u5f55\u540c\u6b65\u3002<\/p>\n\n\n\n

8\u670819\u65e5\uff0c\u79d1\u5927\u8baf\u98de\u7684\u661f\u706b\u8bed\u97f3\u5927\u6a21\u578b\u63a8\u51fa\u4e86\u6781\u901f\u8d85\u62df\u4eba\u4ea4\u4e92\u66f4\u65b0\uff0c\u901a\u8fc7\u5148\u8fdb\u7684\u7aef\u5230\u7aef\u6280\u672f\u5b9e\u73b0\u4e86\u5feb\u901f\u54cd\u5e94\u548c\u81ea\u7136\u5bf9\u8bdd\u7684\u65e0\u7f1d\u6253\u65ad\u3002\u65b0\u6a21\u578b\u4e0d\u4ec5\u80fd\u591f\u8bc6\u522b\u5e76\u5171\u9e23\u7528\u6237\u7684\u60c5\u7eea\u53d8\u5316\uff0c\u8fd8\u80fd\u6839\u636e\u7528\u6237\u7684\u6307\u4ee4\u7075\u6d3b\u8c03\u6574\u60c5\u611f\u8868\u8fbe\u548c\u8bed\u8a00\u98ce\u683c\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u5177\u5907\u4eff\u591a\u79cd\u89d2\u8272\u97f3\u8272\u548c\u8bed\u6c14\u7684\u80fd\u529b\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u4e0e\u4e0d\u540c\u4eba\u8bbe\u8fdb\u884c\u4e92\u52a8\u3002<\/p>\n\n\n\n

8\u670821\u65e5\uff0c\u5fae\u8f6f\u63a8\u51fa\u7684\u65b0\u4e00\u4ee3AI\u6a21\u578b\u7cfb\u5217Phi-3.5\uff0c\u5305\u542b Phi-3.5-mini-instruct\u3001Phi-3.5-MoE-instruct \u548c Phi-3.5-vision-instruct \u4e09\u4e2a\u7248\u672c\uff0c\u5206\u522b\u9488\u5bf9\u8f7b\u91cf\u7ea7\u63a8\u7406\u3001\u6df7\u5408\u4e13\u5bb6\u7cfb\u7edf\u548c\u591a\u6a21\u6001\u4efb\u52a1\u8bbe\u8ba1\u3002Phi-3.5\u91c7\u7528MIT\u5f00\u6e90\u8bb8\u53ef\u8bc1\uff0c\u5177\u6709\u4e0d\u540c\u53c2\u6570\u89c4\u6a21\uff0c\u652f\u6301128k\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u4f18\u5316\u4e86\u591a\u8bed\u8a00\u5904\u7406\u548c\u591a\u8f6e\u5bf9\u8bdd\u80fd\u529b\uff0c\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u6027\u80fd\u8868\u73b0\u8d85\u8d8a\u4e86GPT4o\u3001Llama 3.1\u3001Gemini Flash\u7b49\u540c\u7c7b\u6a21\u578b\u3002<\/p>\n\n\n\n

Luma AI \u63a8\u51fa\u4e86 Dream Machine 1.5\uff0c\u8fd9\u662f\u5176 AI \u89c6\u9891\u6a21\u578b\u7684\u5347\u7ea7\u7248\uff0c\u5e26\u6765\u4e86\u66f4\u9ad8\u8d28\u91cf\u7684\u6587\u672c\u8f6c\u89c6\u9891\u529f\u80fd\u3002\u65b0\u7248\u672c\u4e0d\u4ec5\u5728\u7406\u89e3\u6587\u672c\u63d0\u793a\u4e0a\u66f4\u4e3a\u667a\u80fd\uff0c\u8fd8\u63d0\u4f9b\u4e86\u81ea\u5b9a\u4e49\u6587\u672c\u6e32\u67d3\u9009\u9879\uff0c\u5e76\u8fdb\u4e00\u6b65\u6539\u8fdb\u4e86\u56fe\u50cf\u8f6c\u89c6\u9891\u7684\u6548\u679c\u3002<\/p>\n\n\n\n

\u963f\u91cc\u5927\u8bed\u8a00\u6a21\u578b\u201c\u901a\u4e49\u5343\u95ee\u201d\u4eca\u65e5\u5ba3\u5e03\u542f\u7528\u65b0\u57df\u540d\u201ctongyi.ai\u201d\uff0c\u5e76\u5e26\u6765\u591a\u9879\u65b0\u529f\u80fd\u3002\u7f51\u9875\u7248\u804a\u5929\u65b0\u589e\u6df1\u5ea6\u641c\u7d22\u529f\u80fd\uff1bApp \u56fe\u7247\u5fae\u52a8\u6548\u652f\u6301\u591a\u5c3a\u5bf8\u56fe\u7247\uff1bApp \u81ea\u5b9a\u4e49\u5531\u6f14\u652f\u6301 3:4 \u753b\u5e45\uff08\u539f\u5148 1:1\uff09\u3002<\/p>\n\n\n\n

issue83 2024.8.26-9.1<\/strong><\/p>\n\n\n\n

Anthropic \u5ba3\u5e03 Claude \u4e2d\u7684 “Artifacts” \u529f\u80fd\u73b0\u5df2\u5bf9\u6240\u6709\u7528\u6237\u5f00\u653e\uff0c\u4e14\u5df2\u96c6\u6210\u5230 iOS \u548c Android \u5e94\u7528\u4e2d\u3002\u8fd9\u610f\u5473\u7740\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u5728\u624b\u673a\u4e0a\u521b\u5efa\u548c\u67e5\u770b\u8fd9\u4e9b “Artifacts”\u3002\u81ea6\u6708\u63a8\u51fa\u9884\u89c8\u7248\u4ee5\u6765\uff0c\u5df2\u7ecf\u6709\u6570\u5343\u4e07\u4e2a “Artifacts” \u88ab\u521b\u5efa\u3002\u8fd9\u4e2a\u529f\u80fd\u7c7b\u4f3c\u4e8e\u5728\u8f6f\u4ef6\u4e2d\u521b\u5efa\u548c\u4fdd\u5b58\u4e2a\u4eba\u4f5c\u54c1\u6216\u9879\u76ee\u7684\u8fc7\u7a0b\uff0c\u4f7f\u7528\u6237\u53ef\u4ee5\u66f4\u65b9\u4fbf\u5730\u7ba1\u7406\u548c\u5206\u4eab\u4ed6\u4eec\u7684\u521b\u4f5c\u6210\u679c\u3002Anthropic \u9f13\u52b1\u7528\u6237\u63a2\u7d22\u548c\u5229\u7528\u8fd9\u4e00\u529f\u80fd\uff0c\u4ee5\u4fbf\u5728 Claude \u7684\u5e73\u53f0\u4e0a\u8fdb\u884c\u66f4\u591a\u521b\u65b0\u548c\u5206\u4eab\u3002<\/p>\n\n\n\n

\u667a\u8c31\u5f00\u653e\u5e73\u53f0\u73b0\u63d0\u4f9b\u514d\u8d39\u7684 AI \u5927\u6a21\u578b\u670d\u52a1\uff0c\u7528\u6237\u53ef\u6ce8\u518c\u540e\u8c03\u7528 GLM-4-Flash \u6a21\u578b\u6765\u6784\u5efa\u5b9a\u5236\u5316\u6a21\u578b\u548c\u5e94\u7528\u3002GLM-4-Flash \u9002\u5408\u5904\u7406\u5782\u76f4\u9886\u57df\u3001\u6210\u672c\u654f\u611f\u3001\u9700\u6c42\u5feb\u901f\u54cd\u5e94\u7684\u4efb\u52a1\uff0c\u5177\u5907\u591a\u8f6e\u5bf9\u8bdd\u3001\u7f51\u9875\u6d4f\u89c8\u3001\u51fd\u6570\u8c03\u7528\u548c\u957f\u6587\u672c\u63a8\u7406\u80fd\u529b\uff0c\u5e76\u652f\u6301 26 \u79cd\u8bed\u8a00\u3002\u5e73\u53f0\u901a\u8fc7\u81ea\u9002\u5e94\u6743\u91cd\u91cf\u5316\u3001\u5e76\u884c\u5316\u3001\u6279\u5904\u7406\u548c\u6295\u673a\u91c7\u6837\u7b49\u6280\u672f\u4f18\u5316\u6a21\u578b\u6548\u7387\uff0c\u5b9e\u73b0\u63a8\u7406\u901f\u5ea6\u63d0\u5347\u548c\u6210\u672c\u964d\u4f4e\u3002<\/p>\n\n\n\n

8\u670828\u65e5\uff0c Gemini \u5b98\u65b9\u7248\u672c\u66f4\u65b0\u516c\u544a\uff0cGemini Gem \u7ba1\u7406\u5668\u529f\u80fd\u5df2\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u8fd9\u662f Gemini \u7248\u7684 GPTs\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5728\u5176 AI Studio \u4e2d\u63a8\u51fa\u4e86\u4e09\u6b3e\u65b0\u7684 Gemini \u5b9e\u9a8c\u6027 AI \u6a21\u578b\uff1aGemini 1.5 Flash-8B\u3001Gemini 1.5 Pro Exp-0827 \u548c Gemini 1.5 Flash Exp-0827\u3002Gemini 1.5 Flash-8B \u62e5\u6709 80 \u4ebf\u53c2\u6570\uff0c\u4e13\u4e3a\u591a\u6a21\u6001\u548c\u957f\u6587\u672c\u6458\u8981\u4efb\u52a1\u8bbe\u8ba1\uff1bGemini 1.5 Pro Exp-0827 \u5f3a\u5316\u4e86\u7f16\u7a0b\u4e0e\u590d\u6742\u63d0\u793a\u8bcd\u7684\u5904\u7406\u80fd\u529b\uff0c\u5728 LMSYS \u6392\u884c\u699c\u4e0a\u5347\u81f3\u7b2c\u4e8c\uff0c\u4ec5\u6b21\u4e8e OpenAI \u7684 GPT-4o-latest\uff1bGemini 1.5 Flash Exp-0827 \u7684\u6027\u80fd\u663e\u8457\u63d0\u5347\uff0c\u6392\u540d\u4ece\u7b2c 23 \u4f4d\u8dc3\u5347\u81f3\u7b2c 6 \u4f4d\u3002\u7528\u6237\u53ef\u901a\u8fc7 Gemini API \u548c Google AI Studio \u8bbf\u95ee\u8fd9\u4e9b\u65b0\u6a21\u578b\u3002\u6b64\u5916\uff0c\u8c37\u6b4c\u8ba1\u5212\u5728 9 \u6708 3 \u65e5\u8d77\u5c06 gemini-1.5-pro-exp-0801 \u6a21\u578b\u7684\u8bf7\u6c42\u81ea\u52a8\u91cd\u5b9a\u5411\u81f3\u66f4\u65b0\u7684 gemini-1.5-pro-exp-0827\uff0c\u5e76\u79fb\u9664\u65e7\u7248\u6a21\u578b\u3002<\/p>\n\n\n\n

Android \/ macOS \u7248 ChatGPT \u5ba2\u6237\u7aef\u53d1\u5e03\u65b0\u7248\u672c\u3002\u73b0\u5728\u60a8\u53ef\u4ee5\u4f7f\u7528 ChatGPT \u4e0a\u7684\u201c\u63d0\u53ca\u201d\u529f\u80fd\uff0c\u8be5\u529f\u80fd\u5141\u8bb8\u7528\u6237\u5728\u4e00\u6b21\u5bf9\u8bdd\u4e2d\u4f7f\u7528\u201c@\u201d\u7b26\u53f7\u8c03\u7528\u4e0d\u540c\u7684\u81ea\u5b9a\u4e49GPT\u6a21\u578b\u3002<\/p>\n\n\n\n

8\u670829\u65e5\uff0c\u667a\u8c31\u53d1\u5e03\u65b0\u7248\u57fa\u5ea7\u5927\u6a21\u578bGLM-4-Plus\uff0c\u5728\u8bed\u8a00\u7406\u89e3\u3001\u6307\u4ee4\u9075\u5faa\u3001\u957f\u6587\u672c\u5904\u7406\u7b49\u65b9\u9762\u6027\u80fd\u5f97\u5230\u5168\u9762\u63d0\u5347\uff0c\u4fdd\u6301\u4e86\u56fd\u9645\u9886\u5148\u6c34\u5e73\u3002GLM-4-Plus \u4f7f\u7528\u4e86\u5927\u91cf\u6a21\u578b\u8f85\u52a9\u6784\u9020\u9ad8\u8d28\u91cf\u5408\u6210\u6570\u636e\u4ee5\u63d0\u5347\u6a21\u578b\u6027\u80fd\uff1b\u5229\u7528 PPO \u6709\u6548\u6709\u6548\u63d0\u5347\u6a21\u578b\u63a8\u7406\uff08\u6570\u5b66\u3001\u4ee3\u7801\u7b97\u6cd5\u9898\u7b49\uff09\u8868\u73b0\uff0c\u66f4\u597d\u53cd\u5e94\u4eba\u7c7b\u504f\u597d\u3002\u65b0\u7248\u6587\u751f\u56fe\u6a21\u578b CogView-3-Plus\uff1a\u5177\u5907\u4e0e\u5f53\u524d\u6700\u4f18\u7684 MJ-V6 \u548c FLUX \u7b49\u6a21\u578b\u63a5\u8fd1\u7684\u6027\u80fd\u3002\u667a\u8c31\u8fd8\u5ba3\u5e03\u667a\u8c31\u6e05\u8a00App\u65b0\u7248\u73b0\u5df2\u652f\u6301\u89c6\u9891\u901a\u8bdd\uff0cAI\u53ef\u4ee5\u5b9e\u65f6\u201c\u770b\u5230\u201d\u4f60\u7684\u8868\u60c5\uff08\u966a\u4f34\u573a\u666f\uff09\uff0c\u751a\u81f3\u53ef\u4ee5\u6765\u4e00\u5c40\u201c\u4f60\u753b\u6211\u731c\u201d\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5ba3\u5e03\u65d7\u4e0b Gemini AI \u652f\u6301\u66f4\u591a\u7c7b\u578b\u7684\u6587\u4ef6\uff0c\u5305\u62ec\u7535\u5b50\u8868\u683c\u3001\u6f14\u793a\u6587\u7a3f\u3001\u56fe\u50cf\u3001\u97f3\u9891\u548c\u89c6\u9891\u7b49\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u4f18\u8d28\u7684 AI \u670d\u52a1\u3002Gemini AI \u53ef\u4ee5\u5206\u6790\u3001\u6458\u5f55\u548c\u6d1e\u5bdf\u6587\u6863\u5185\u5bb9\uff0c\u5e2e\u52a9\u7528\u6237\u63d0\u9ad8\u7406\u89e3\u3001\u7814\u7a76\u548c\u5199\u4f5c\u80fd\u529b\u3002<\/p>\n\n\n\n

issue84 2024.9.2-9.8<\/strong><\/p>\n\n\n\n

\u767e\u5ea6\u6587\u5fc3\u4e00\u8a00 App \u63a8\u9001\u4e00\u5468\u5e74\u5347\u7ea7\uff0c\u66f4\u540d\u4e3a \u300c\u6587\u5c0f\u8a00\u300d\uff0c\u540c\u65f6\u5ba3\u5e03 9 \u6708\u5185\u6587\u5fc3 4.0 \u5927\u6a21\u578b\u5c06\u514d\u8d39\u4f7f\u7528\u3002<\/p>\n\n\n\n

\u817e\u8baf\u5728 2024 \u5168\u7403\u6570\u5b57\u751f\u6001\u5927\u4f1a\u4e0a\u53d1\u5e03\u65b0\u4e00\u4ee3\u5927\u6a21\u578b \u300c\u6df7\u5143 Turbo\u300d\uff0c\u91c7\u7528 MoE \u67b6\u6784\uff0c\u63a8\u7406\u6548\u7387\u63d0\u5347 100%\uff0c\u63a8\u7406\u6210\u672c\u964d\u4f4e 50%\u3002\u5176\u4ef7\u683c\u8f83\u6df7\u5143 Pro \u964d\u4f4e 50%\uff0c\u8f93\u51fa\u4ef7\u683c\u4e3a 0.05 \u5143 \/ \u5343 tokens\uff0c\u8f93\u5165\u4ef7\u683c\u4e3a 0.015 \u5143 \/ \u5343 tokens\u3002<\/p>\n\n\n\n

\u5728 2024Inclusion \u5916\u6ee9\u5927\u4f1a\u4e0a\uff0c\u8682\u8681\u96c6\u56e2\u603b\u88c1\u97e9\u6b46\u6bc5\u5ba3\u5e03\u4e86\u5168\u65b0\u63a8\u51fa\u7684 AI \u72ec\u7acb App \u652f\u5c0f\u5b9d\uff0c\u5c55\u793a\u4e86\u8682\u8681\u96c6\u56e2\u5728 AI \u5e94\u7528\u5e03\u5c40\u4e0a\u7684\u6210\u679c\u4ee5\u53ca\u670d\u52a1\u4ebf\u7ea7\u7528\u6237\u7684\u5b9e\u8df5\u3002\u652f\u5c0f\u5b9d App \u7684\u5b9a\u4f4d\u662f\u670d\u52a1\u578b AI \u4ea7\u54c1\uff0c\u57fa\u4e8e\u8682\u8681\u767e\u7075\u5927\u6a21\u578b\u5f00\u53d1\u3002\u5b83\u8fde\u63a5\u7684\u4ecd\u662f\u652f\u4ed8\u5b9d\u751f\u6001\uff0c\u5728\u529f\u80fd\u4e0a\uff0c\u901a\u8fc7\u5bf9\u8bdd\u8fdb\u884c\u8ba2\u7968\u3001\u70b9\u9910\u3001\u6253\u8f66\u7b49\u3002<\/p>\n\n\n\n

\u8682\u8681\u96c6\u56e2\u5728\u5916\u6ee9\u5927\u4f1a\u8d22\u5bcc\u8bba\u575b\u4e0a\u63a8\u51fa\u5347\u7ea7\u7248 AI \u91d1\u878d\u7ba1\u5bb6 \u300c\u8682\u5c0f\u8d22\u300d\uff0c\u65b0\u7248 \u300c\u8682\u5c0f\u8d22\u300d \u80fd\u66f4\u5b9e\u65f6\u89e3\u8bfb\u70ed\u70b9\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u4e13\u4e1a\u670d\u52a1\uff0c\u5e76\u5728\u652f\u4ed8\u5b9d APP \u5168\u91cf\u4e0a\u7ebf\u3002\u540c\u65f6\uff0c\u8682\u8681\u8d22\u5bcc\u5168\u65b0 APP \u642d\u8f7d \u300c\u8682\u5c0f\u8d22\u300d Pro \u7248\u4e0a\u7ebf\u7070\u6d4b\uff0c\u8fd9\u662f\u56fd\u5185\u9996\u4e2a\u5b9e\u73b0 AI \u539f\u751f\u4f53\u9a8c\u7684\u7406\u8d22 APP\u3002\u622a\u81f3 2024 \u5e74 8 \u6708\u5e95\uff0c\u300c\u8682\u5c0f\u8d22\u300d \u7684\u6708\u5ea6\u6d3b\u8dc3\u7528\u6237\u6570\u5df2\u8fbe\u5230 7000 \u4e07\u4eba\uff0c\u5176\u4e2d 45% \u6765\u81ea\u4e09\u7ebf\u53ca\u4ee5\u4e0b\u57ce\u5e02\u3002<\/p>\n\n\n\n

OpenAI \u8ba1\u5212\u63a8\u51fa\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u8ba2\u9605\u670d\u52a1\uff0c\u5305\u62ec\u4e13\u6ce8\u4e8e\u63a8\u7406\u7684 \u300c\u8349\u8393\u300d \u548c\u540d\u4e3a \u300cOrion\u730e\u6237\u5ea7\u300d \u7684\u65b0\u65d7\u8230 LLM\u3002\u5185\u90e8\u8ba8\u8bba\u4e2d\u66fe\u8003\u8651\u8fc7\u6bcf\u6708\u6700\u9ad8 2000 \u7f8e\u5143\u7684\u8ba2\u9605\u4ef7\u683c\uff0c\u4f46\u6700\u7ec8\u4ef7\u683c\u5c1a\u672a\u786e\u5b9a\u3002\u8fd9\u4e00\u5b9a\u4ef7\u5173\u7cfb\u5230 OpenAI \u53ca\u5176\u5728\u7c7b\u4f3c\u4ea7\u54c1\u9886\u57df\u7684\u7ade\u4e89\u5bf9\u624b\uff0c\u5982\u8c37\u6b4c\u3001Anthropic \u7b49\u516c\u53f8\u3002<\/p>\n\n\n\n

OpenAI \u65e5\u672c\u529e\u516c\u5ba4 CEO \u957f\u5d0e\u5fe0\u96c4\u5728 KDDI \u5cf0\u4f1a\u4e0a\u900f\u9732\uff0c\u65b0\u4e00\u4ee3\u6a21\u578b GPT-Next \u7684\u6027\u80fd\u9884\u8ba1\u5c06\u6bd4\u73b0\u6709\u7684 GPT-4 \u6a21\u578b\u5f3a\u5927 100 \u500d\uff0c\u5e76\u8ba1\u5212\u5728\u4eca\u5e74\u665a\u4e9b\u65f6\u5019\u53d1\u5e03\u3002GPT-Next \u6a21\u578b\u7684\u6027\u80fd\u63d0\u5347\u5f52\u529f\u4e8e\u5176\u4f18\u5316\u7684\u67b6\u6784\u8bbe\u8ba1\u548c\u5b66\u4e60\u6548\u7387\u7684\u6539\u8fdb\u3002<\/p>\n\n\n\n

AI \u516c\u53f8 Anthropic \u63a8\u51fa Claude Enterprise \u8ba1\u5212\uff0c\u65e8\u5728\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u6574\u5408 AI \u6a21\u578b\u4e0e\u5185\u90e8\u77e5\u8bc6\u5e93\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u4e30\u5bcc\u7684\u4f53\u9a8c\u3002\u8be5\u8ba1\u5212\u652f\u6301\u4e0a\u4e0b\u6587\u7a97\u53e3\u8fbe 50 \u4e07\u4e2a\u8bcd\u5143\uff0c\u539f\u751f\u96c6\u6210 GitHub\uff0c\u5e76\u653e\u5bbd\u4e86\u4f7f\u7528\u9650\u5236\u3002Anthropic \u8868\u793a\uff0c\u4f01\u4e1a\u53ef\u5411 Claude \u63d0\u4f9b\u5927\u91cf\u77e5\u8bc6\u8d44\u6599\u3002\u7136\u800c\uff0c\u4f01\u4e1a\u4e0d\u5e94\u8fc7\u5206\u4f9d\u8d56\u5927\u578b\u6587\u6863\u5904\u7406\u80fd\u529b\uff0c\u56e0\u4e3a AI \u6a21\u578b\u53ef\u80fd\u51fa\u73b0 \u300c\u4e2d\u95f4\u4e22\u5931\u300d \u73b0\u8c61\u3002Claude Enterprise \u63d0\u4f9b\u5b89\u5168\u529f\u80fd\u5982 SSO \u548c\u57fa\u4e8e\u89d2\u8272\u7684\u6743\u9650\u7ba1\u7406\uff0c\u5f3a\u8c03\u4fdd\u62a4\u5ba2\u6237\u6570\u636e\uff0c\u5e76\u5c06\u63a8\u51fa\u5ba1\u8ba1\u65e5\u5fd7\u548c SCIM \u529f\u80fd\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u63a8\u51fa\u4e86\u65b0\u7684 AlphaProteo AI\u6a21\u578b\uff0c\u65e8\u5728\u8bbe\u8ba1\u80fd\u4e0e\u76ee\u6807\u5206\u5b50\u6210\u529f\u7ed3\u5408\u7684\u9ad8\u5f3a\u5ea6\u86cb\u767d\u8d28\u7ed3\u5408\u5242\uff0c\u7528\u4e8e\u836f\u7269\u8bbe\u8ba1\u548c\u75be\u75c5\u7406\u89e3\u3002\u8be5\u7cfb\u7edf\u80fd\u751f\u6210\u65b0\u7684\u86cb\u767d\u7ed3\u5408\u4f53\uff0c\u5df2\u6210\u529f\u8bbe\u8ba1\u51fa\u4e0e\u764c\u75c7\u548c\u7cd6\u5c3f\u75c5\u5e76\u53d1\u75c7\u76f8\u5173\u7684\u8840\u7ba1\u5185\u76ae\u751f\u957f\u56e0\u5b50-A \u7684\u86cb\u767d\u8d28\u7ed3\u5408\u5242\uff0c\u5e76\u5177\u6709\u8f83\u9ad8\u7684\u4f53\u5916\u5b9e\u9a8c\u6210\u529f\u7387\u3002\u8c37\u6b4c\u901a\u8fc7\u6d4b\u8bd5\u591a\u79cd\u76ee\u6807\u86cb\u767d\u7684\u7ed3\u5408\u4f53\uff0c\u5305\u62ec\u75c5\u6bd2\u86cb\u767d\u548c\u53c2\u4e0e\u764c\u75c7\u3001\u708e\u75c7\u7b49\u75be\u75c5\u7684\u86cb\u767d\uff0c\u4ee5\u9a8c\u8bc1 AlphaProteo \u7684\u6548\u679c\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u63a8\u51fa\u4e86 Google Photos \u5e94\u7528\u7684\u65b0\u529f\u80fd \u300cAsk Photos\u300d\uff0c\u8be5\u529f\u80fd\u5229\u7528 Gemini AI \u6280\u672f\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u641c\u7d22\u7167\u7247\u5e93\uff0c\u67e5\u627e\u7279\u5b9a\u7684\u56de\u5fc6\u6216\u4fe1\u606f\u3002\u6b64\u529f\u80fd\u5df2\u5f00\u59cb\u5411 iOS \u548c Android \u7528\u6237\u5f00\u653e\u65e9\u671f\u8bbf\u95ee\u6743\u9650\u3002\u7528\u6237\u53ef\u4ee5\u63d0\u51fa\u5404\u79cd\u95ee\u9898\uff0c\u4ee5\u4ece\u81ea\u5df1\u7684\u56fe\u7247\u5e93\u4e2d\u68c0\u7d22\u76f8\u5173\u5185\u5bb9\uff0c\u4f8b\u5982 \u300c\u6211\u53bb\u5e74\u5728\u54ea\u91cc\u9732\u8425\u3002\u300d\u300c\u6211\u7684\u95e8\u7968\u4f55\u65f6\u8fc7\u671f\u3002\u300d \u7b49\u3002<\/p>\n\n\n\n

Replit\u63a8\u51faReplit Agent\u3002\u8fd9\u4e2a\u5de5\u5177\u65e8\u5728\u534f\u52a9\u7528\u6237\u6784\u5efa\u624b\u673a\u8f6f\u4ef6\u9879\u76ee\u3002\u5b83\u53ef\u4ee5\u7406\u89e3\u81ea\u7136\u8bed\u8a00\u63d0\u793a\uff0c\u5e76\u5e2e\u52a9\u7528\u6237\u4ece\u6784\u601d\u5230\u90e8\u7f72\u5c06\u5e94\u7528\u7a0b\u5e8f\u4ece\u6982\u5ff5\u53d8\u4e3a\u73b0\u5b9e\u3002Replit Agent\u901a\u8fc7\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u8fdb\u884c\u63a7\u5236\uff0c\u4f7f\u5f97\u6784\u5efa\u548c\u90e8\u7f72\u5e94\u7528\u7a0b\u5e8f\u53d8\u5f97\u66f4\u52a0\u7b80\u5355\u548c\u9ad8\u6548\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u521b\u65b0\u7684\u65b9\u5f0f\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u7528\u7b80\u5355\u7684\u8bed\u8a00\u63cf\u8ff0\u6765\u521b\u5efa\u548c\u90e8\u7f72\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n\n\n\n

issue85 2024.9.9-9.15<\/strong><\/p>\n\n\n\n

9\u670812\u65e5\uff0cOpenAI\u5ba3\u5e03\u5168\u65b0\u6a21\u578bo1-preview\u6b63\u5f0f\u4eae\u76f8\u3002\u8be5\u6a21\u578b\u5373\u4e3a\u4f20\u8a00\u4e86\u8fd1\u4e00\u5e74\u7684Q*\/\u8349\u8393\u3002\u6839\u636eOpenAI\u53d1\u5e03\u7684\u8d44\u6599\uff0c\u8be5\u6a21\u578b\u5728\u667a\u80fd\u63a8\u7406\u65b9\u9762\u8fbe\u5230\u4e86\u524d\u6240\u672a\u6709\u7684\u65b0\u9ad8\u5ea6\uff0c\u56e0\u6b64\uff0c\u6a21\u578b\u7248\u672c\u53f7\u5c06\u4ece1\u5f00\u59cb\u8ba1\u6570\u3002\u8fd9\u6216\u8bb8\u610f\u5473\u7740\uff0c\u6211\u4eec\u4e0d\u4f1a\u518d\u770b\u5230GPT-5\uff0co1\u5c06\u6210\u4e3aOpenAI\u672a\u6765\u7684\u9876\u5c16\u529b\u91cf\u3002\u4ece9\u670812\u65e5\u8d77\uff0cChatGPT Plus\u548cTeam\u7528\u6237\u5df2\u53ef\u7387\u5148\u4f53\u9a8c\u8fd9\u4e00\u6a21\u578b\u3002\u7528\u6237\u53ef\u6839\u636e\u9700\u6c42\u9009\u62e9\u4f7f\u7528o1\u6a21\u578b\u7684\u9884\u89c8\u7248\u2014\u2014o1-preview\uff0c\u6216\u662f\u5176\u7cbe\u7b80\u7248\u2014\u2014o1-mini\u3002o1-preview\u6bcf\u5468\u7684\u4f7f\u7528\u4e0a\u9650\u4e3a30\u6761\u6d88\u606f\uff0c\u800co1-mini\u5219\u4e3a50\u6761\u3002\u7531\u4e8e\u7528\u6237\u4f53\u9a8c\u70ed\u60c5\u8f83\u9ad8\uff0cOpenAI\u8fd8\u57289\u670814\u65e5\u5ba3\u5e03\u91cd\u7f6e\u672c\u5468\u6240\u6709\u7528\u6237\u7684\u6761\u6570\u9650\u5236\u3002<\/p>\n\n\n\n

9\u670810\u65e5\uff0cApple\u4e3e\u884c\u79cb\u5b63\u65b0\u54c1\u53d1\u5e03\u4f1a\u6b63\u5f0f\u53d1\u5e03iPhone 16\u7cfb\u5217\uff0c\u540c\u65f6\u5ba3\u5e03Apple Intelligence\u7f8e\u56fd\u82f1\u8bed\u7248\u672c\u5c06\u5728\u4eca\u5e74\u665a\u4e9b\u65f6\u5019\u5728\u52a0\u62ff\u5927\/\u6fb3\u5927\u5229\u4e9a\/\u65b0\u897f\u5170\/\u82f1\u56fd\/\u5357\u975e\u7b49\u5e02\u573a\u63a8\u51fa\uff0c\u660e\u5e74\u5c06\u652f\u6301\u4e2d\u6587\/\u6cd5\u8bed\/\u65e5\u8bed\/\u897f\u73ed\u7259\u8bed\u3002<\/p>\n\n\n\n

\u817e\u8baf\u63a8\u51fa\u6e38\u620f\u89c6\u9891\u6a21\u578bGameGen-O\uff0c\u53ef\u751f\u6210\u5f00\u653e\u4e16\u754c\u89c6\u9891\u6e38\u620f\uff0c\u6a21\u62df\u6e38\u620f\u5f15\u64ce\u529f\u80fd\uff0c\u751f\u6210\u6e38\u620f\u89d2\u8272\u3001\u52a8\u6001\u73af\u5883\u3001\u590d\u6742\u52a8\u4f5c\u7b49\uff0c\u652f\u6301\u4ea4\u4e92\u63a7\u5236\u3002\u4e1a\u5185\u4eba\u58eb\u79f0\u5176\u4e3a\u6e38\u620f\u5de5\u4f5c\u5ba4\u7684ChatGPT\u65f6\u523b\u3002<\/p>\n\n\n\n

\u6cd5\u56fdAI\u521d\u521b\u516c\u53f8MistralAI\u53d1\u5e03\u4e86\u9996\u4e2a\u591a\u6a21\u6001\u6a21\u578bPixtral12B\uff0c\u62e5\u6709120\u4ebf\u4e2a\u53c2\u6570\uff0c\u80fd\u591f\u5904\u7406\u56fe\u50cf\u548c\u6587\u672c\u3002\u7136\u800c\uff0cHuggingFace\u7684\u6280\u672f\u4e3b\u7ba1\u6307\u51fa\u5176\u6027\u80fd\u6570\u636e\u53ef\u80fd\u5b58\u5728\u95ee\u9898\u3002\u5c3d\u7ba1\u5982\u6b64\uff0cPixtral12B\u5c55\u793a\u4e86\u5f3a\u5927\u7684\u56fe\u50cf\u8bc6\u522b\u548c\u5904\u7406\u80fd\u529b\uff0c\u5305\u62ec\u8bc6\u522b\u590d\u6742\u6570\u5b66\u7b26\u53f7\u548c\u751f\u6210\u8be6\u7ec6\u63cf\u8ff0\u3002MistralAI\u8ba1\u5212\u5728\u804a\u5929\u673a\u5668\u4eba\u548cAPI\u5e73\u53f0\u4e0a\u63d0\u4f9b\u6d4b\u8bd5\u3002<\/p>\n\n\n\n

issue86 2024.9.16-9.22<\/strong><\/p>\n\n\n\n

\u5fae\u8f6f\u5df2\u5728Azure OpenAI\u670d\u52a1\u4e2d\u63d0\u4f9bo1-preview\u548co1-mini\u4e24\u4e2a\u6a21\u578b\u7684\u90e8\u7f72\uff08API\uff09\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u53ec\u5f00\u53d1\u5e03\u4f1a\uff0c\u4ecb\u7ecdMicrosoft 365 Copilot\u7684Wave 2\u66f4\u65b0\u3002\u5305\u62ec\u65b0\u63a8\u51fa\u7684 Copilot Pages \u4e00\u7ad9\u5f0f\u7f51\u9875\u641c\u7d22\u3001\u5185\u5bb9\u7b56\u5212\u548c\u56e2\u961f\u5199\u4f5c\u5de5\u5177\uff0c\u4ee5\u53ca\u901a\u8fc7 AI \u751f\u6210 Python \u4ee3\u7801\u5feb\u901f\u5904\u7406 Excel \u6570\u636e\u548c\u4e00\u53e5\u63d0\u793a\u751f\u6210 PPT \u9875\u9762\u7684\u529f\u80fd\u3002\u5fae\u8f6f\u8fd8\u63a8\u51fa\u4e86 Copilot \u667a\u80fd\u4f53\u4ee5\u7b80\u5316\u4f01\u4e1a\u4e1a\u52a1\u6d41\u7a0b\u3002<\/p>\n\n\n\n

9\u670818\u65e5\uff0c360\u667a\u8111\u63a8\u51fa\u57fa\u4e8eCoT\u601d\u7ef4\u94fe\u6982\u5ff5\u7684\u591a\u6a21\u578b\u534f\u4f5c\u529f\u80fd\uff0c\u8fd9\u4e00\u529f\u80fd\u662f\u901a\u8fc7\u591a\u4e2a\u5927\u6a21\u578b\u7ec4\u6210\u7684\u667a\u80fd\u4f53\u6846\u67b6\u5b9e\u73b0\u7684\uff0c\u53ef\u4ee5\u8ba9\u591a\u4e2a\u6a21\u578b\u5171\u540c\u601d\u8003\u548c\u534f\u4f5c\u89e3\u51b3\u4e1a\u52a1\u95ee\u9898\u3002\u7528\u6237\u53ef\u4ee5\u4ece\u591a\u6b3e\u6a21\u578b\u4e2d\u4efb\u90093\u6b3e\uff0c\u5206\u522b\u505a\u4e13\u5bb6\u3001\u53cd\u601d\u8005\u548c\u603b\u7ed3\u8005\uff0c\u4ee5\u5b9e\u73b0\u66f4\u5168\u9762\u3001\u6df1\u5165\u7684\u601d\u8003\u548c\u63a8\u7406\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

9\u670819\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u5728\u4e91\u6816\u5927\u4f1a\u4e0a\u5f00\u6e90\u6700\u65b0\u7684Qwen-2.5\u5927\u6a21\u578b\uff0c\u5e76\u63d0\u4f9b\u4e860.5b-72b\u7684\u5404\u79cd\u5c3a\u5bf8\u3002\u8fd9\u4e00\u7cfb\u5217\u5927\u6a21\u578b\u5305\u62ecQwen2.5\u3001Qwen2.5-Coder\u548cQwen2.5-Math\u7b49\u4e0d\u540c\u53c2\u6570\u7248\u672c\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u4e1a\u52a1\u573a\u666f\u3002\u6b64\u4e3e\u8fdb\u4e00\u6b65\u63a8\u52a8\u4e86\u56fd\u5185\u5927\u6a21\u578b\u7814\u7a76\u548c\u5e94\u7528\u7684\u53d1\u5c55\u3002<\/p>\n\n\n\n

\u53ef\u7075 AI \u5168\u7403\u5347\u7ea7\u53d1\u5e03\uff0c\u65b0\u589e\u53ef\u7075 1.5 \u6a21\u578b\u548c \u300c\u8fd0\u52a8\u7b14\u5237\u300d \u529f\u80fd\uff0c\u63d0\u5347\u89c6\u9891\u751f\u6210\u8d28\u91cf\u4e0e\u63a7\u5236\u80fd\u529b\u3002\u81ea 6 \u6708\u53d1\u5e03\u4ee5\u6765\uff0c\u5df2\u8fdb\u884c 9 \u6b21\u8fed\u4ee3\uff0c\u8d85\u8fc7 260 \u4e07\u4eba\u4f7f\u7528\uff0c\u751f\u6210\u89c6\u9891\u8d85 2700 \u4e07\u90e8\u3001\u56fe\u7247 5300 \u4e07\u5f20\u3002<\/p>\n\n\n\n

\u667a\u8c31AI\u5f00\u6e90\u4e86\u5176\u56fe\u751f\u89c6\u9891\u6a21\u578bCogVideoX-5B-I2V\uff0c\u8be5\u6a21\u578b\u652f\u6301\u901a\u8fc7\u4e00\u5f20\u56fe\u7247\u548c\u63d0\u793a\u8bcd\u751f\u6210\u89c6\u9891\u3002\u540c\u65f6\u5f00\u6e90\u7684\u8fd8\u6709\u6807\u6ce8\u6a21\u578bcogvlm2-llama3caption\uff0c\u7528\u4e8e\u5c06\u89c6\u9891\u5185\u5bb9\u8f6c\u6362\u6210\u6587\u672c\u63cf\u8ff0\u3002\u667a\u8c31AI\u56e2\u961f\u8fd8\u53d1\u5e03\u4e86\u4e00\u4e9b\u6210\u529f\u7684\u5e94\u7528\u6848\u4f8b\uff0c\u5e76\u516c\u5f00\u4e86\u76f8\u5173\u7814\u7a76\u8bba\u6587\u3002<\/p>\n\n\n\n

issue87 2024.9.23-9.29<\/strong><\/p>\n\n\n\n

9\u670825\u65e5\uff0cMeta\u63a8\u51fa\u65b0\u4e00\u4ee3\u5f00\u6e90AI\u6a21\u578bLlama3.2\u7cfb\u5217\uff0c\u5305\u542b\u4ece1B\u7eaf\u6587\u672c\u523090B\u591a\u6a21\u6001\u7684\u591a\u4e2a\u7248\u672c\uff0c\u652f\u6301\u8fb9\u7f18\u548c\u79fb\u52a8\u8bbe\u5907\uff0c\u65e8\u5728\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u5728\u591a\u79cd\u4f7f\u7528\u6848\u4f8b\u4e2d\u7684\u5e94\u7528\u3002\u6b64\u6b21\u53d1\u5e03\u5f3a\u8c03\u4e86\u6a21\u578b\u7684\u5f00\u653e\u6027\u3001\u53ef\u5b9a\u5236\u6027\u4ee5\u53ca\u5728\u56fe\u50cf\u7406\u89e3\u548c\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u65b9\u9762\u7684\u80fd\u529b\uff0c\u540c\u65f6\u63d0\u4f9b\u4e86\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u5fae\u8c03\u7248\u672c\uff0c\u652f\u6301\u9ad8\u901a\u548c\u8054\u53d1\u79d1\u786c\u4ef6\uff0c\u5e76\u9488\u5bf9ARM\u5904\u7406\u5668\u4f18\u5316\u3002Meta\u540c\u65e5\u8fd8\u53d1\u5e03\u4e86\u771fAR\u773c\u955cOrion\uff0c\u642d\u8f7d\u7aef\u4fa7\u5927\u6a21\u578b\uff0c\u73b0\u9636\u6bb5\u4f5c\u4e3a\u539f\u578b\u673a\u4ec5\u9762\u5411\u5f00\u53d1\u8005\uff0c\u9884\u8ba1\u6d88\u8d39\u8005\u7248\u672c\u5c06\u4e8e\u4e24\u5e74\u5185\u63a8\u51fa\u3002<\/p>\n\n\n\n

Google\u53d1\u5e03\u4e86\u4e24\u4e2aGemini\u6a21\u578b\u66f4\u65b0\uff1aGemini-1.5-Pro-002\u548cGemini-1.5-Flash-002\uff0c\u63d0\u4f9b\u66f4\u591a\u7684\u80fd\u529b\u3001\u66f4\u5feb\u7684\u901f\u5ea6\u4ee5\u53ca\u66f4\u4f4e\u7684\u6210\u672c\u3002\u65b0\u6a21\u578b\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u6709\u663e\u8457\u63d0\u5347\uff0c\u7279\u522b\u662f\u5728\u6570\u5b66\u3001\u957f\u6587\u672c\u548c\u89c6\u89c9\u4efb\u52a1\u65b9\u9762\u3002Google\u8fd8\u964d\u4f4e\u4e86Gemini 1.5 Pro\u7684\u8f93\u5165\u548c\u8f93\u51fatoken\u4ef7\u683c\u8d85\u8fc750%\uff0c\u63d0\u9ad8\u4e86\u4e24\u4e2a\u6a21\u578b\u7684\u901f\u7387\u9650\u5236\uff0c\u5e76\u51cf\u5c11\u4e86\u5ef6\u8fdf\u3002<\/p>\n\n\n\n

OpenAI\u6b63\u5728\u5411ChatGPT\u4ed8\u8d39\u7528\u6237\u5168\u91cf\u63a8\u51fa\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\uff0c\u8be5\u529f\u80fd\u5c06\u4f7fChatGPT\u7684\u5bf9\u8bdd\u542c\u8d77\u6765\u66f4\u81ea\u7136\u3002ChatGPT\u65b0\u589e\u4e86\u4e94\u79cd\u58f0\u97f3\uff0c\u5305\u62ecArbor\u3001Maple\u3001Sol\u3001Spruce\u548cVale\uff0c\u4f7f\u5f97\u603b\u58f0\u97f3\u6570\u91cf\u8fbe\u5230\u4e5d\u79cd\u3002\u6b64\u5916\uff0c\u6700\u65b0\u7248\u672c\u7684\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u5728\u7406\u89e3\u53e3\u97f3\u65b9\u9762\u6709\u6240\u6539\u8fdb\uff0c\u5bf9\u8bdd\u66f4\u52a0\u6d41\u7545\u548c\u5feb\u901f\u3002\u4e2d\u6587\u65b9\u9762\uff0c\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u8fd8\u53ef\u4ee5\u4f7f\u7528\u5317\u4eac\u8bdd\u3001\u4e0a\u6d77\u8bdd\u3001\u56db\u5ddd\u8bdd\u3001\u7ca4\u8bed\u7b49\u65b9\u8a00\u53e3\u97f3\u8fdb\u884c\u5bf9\u8bdd\u3002<\/p>\n\n\n\n

Claude\u5ba3\u5e03Artifacts\u529f\u80fd\u514d\u8d39\u5f00\u653e\uff0c\u514d\u8d39\u7248\u3001Pro\u7248\u3001Team\u7248\u7528\u6237\u5747\u53ef\u7acb\u523b\u4e0a\u624b\u4f53\u9a8c\u3002<\/p>\n\n\n\n

\u9489\u9489\u63a8\u51fa\u4e86\u9762\u5411\u4e2a\u4eba\u7528\u6237\u7684\u201c365\u4f1a\u5458\u201d\u4ea7\u54c1\uff0c\u63d0\u4f9b\u5305\u62ecAI\u641c\u7d22\u3001\u4e2a\u4ebaAI\u52a9\u7406\u3001AI\u81ea\u52a8\u56de\u590d\u548c\u81ea\u52a8\u901f\u8bfb\u5728\u5185\u7684\u4f1a\u5458\u4e13\u4eab\u6743\u76ca\u3002365\u4f1a\u5458\u4e2d\u7684AI\u641c\u7d22\u529f\u80fd\u53ef\u4ee5\u6574\u5408\u5de5\u4f5c\u548c\u534f\u540c\u4fe1\u606f\uff0c\u4e2a\u4ebaAI\u52a9\u7406\u652f\u6301\u76f4\u63a5\u8be2\u95ee\u3001\u8bc6\u5c4f\u63d0\u95ee\u3001\u62cd\u7167\u63d0\u95ee\u7b49\u591a\u79cd\u4ea4\u4e92\u65b9\u5f0f\u3002\u5bf9\u4e8e\u5bb6\u957f\u7528\u6237\uff0c\u4f1a\u5458\u8fd8\u63d0\u4f9b\u201c\u6210\u957f\u8bb0\u5f55\u201d\u529f\u80fd\uff0c\u53ef\u4ee5\u667a\u80fd\u8bc6\u522b\u5b69\u5b50\u7684\u7167\u7247\u5e76\u81ea\u52a8\u8bb0\u5f55\u6210\u957f\u8f68\u8ff9\u3002<\/p>\n\n\n\n

9\u670826\u65e5\uff0c\u54d7\u54e9\u54d4\u54e9\u5ba3\u5e03\u5df2\u4e0a\u7ebf\u81ea\u7814\u5927\u8bed\u8a00\u6a21\u578b\u201cindex\u201d\uff0c\u5e76\u5c06\u5176\u5e94\u7528\u4e8eAI\u5b57\u5e55\u3002\u76ee\u524d\uff0cB\u7ad9\u7684AI\u5b57\u5e55\u5177\u5907\u4e2d\u6587\u3001\u82f1\u6587\u3001\u97e9\u8bed\u3001\u65e5\u8bed\u3001\u6cf0\u8bed\u7b49\u8fd110\u79cd\u8bed\u8a00\u7684\u5b9e\u65f6\u7ffb\u8bd1\u80fd\u529b\uff0c\u51c6\u786e\u5ea6\u63a5\u8fd190%\u3002<\/p>\n\n\n\n

\u7f8e\u56fe\u516c\u53f8\u5ba3\u5e03\u5176\u201c\u5947\u60f3\u5927\u6a21\u578b\u201d\u7684\u89c6\u9891\u751f\u6210\u80fd\u529b\u5df2\u5b8c\u6210\u5168\u9762\u5347\u7ea7\uff0c\u73b0\u5728\u80fd\u591f\u751f\u6210\u65f6\u957f\u3001\u753b\u8d28\u3001\u6d41\u7545\u6027\u3001\u771f\u5b9e\u6027\u548c\u53ef\u4fe1\u5ea6\u66f4\u9ad8\u7684\u89c6\u9891\u3002\u5347\u7ea7\u540e\uff0c\u8be5\u6a21\u578b\u53ef\u4ee5\u652f\u6301\u751f\u62101\u5206\u949f\u3001\u6bcf\u79d224\u5e27\u30011080P\u5206\u8fa8\u7387\u7684\u8d85\u957f\u89c6\u9891\u3002\u8fd9\u9879\u6280\u672f\u7684\u8fdb\u6b65\u5c06\u9010\u6b65\u5e94\u7528\u4e8e\u7f8e\u56fe\u79c0\u79c0\u3001\u7f8e\u989c\u76f8\u673a\u3001Wink\u3001\u5f00\u62cd\u3001\u7f8e\u56fe\u8bbe\u8ba1\u5ba4\u3001WHEE\u3001MOKI\u7b49\u4ea7\u54c1\u3002<\/p>\n\n\n\n

\u5b57\u8282\u8df3\u52a8\u53d1\u5e03\u4e24\u6b3e\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u5206\u522b\u662f\u8c46\u5305PixelDance\u548c\u8c46\u5305Seaweed\u3002PixelDance\u5355\u6b21\u53ef\u751f\u6210\u6700\u957f10\u79d2\u7684\u89c6\u9891\uff0cSeaweed\u53ef\u751f\u6210\u6700\u957f5\u79d2\u7684\u89c6\u9891\uff0c\u53ef\u52a8\u6001\u5ef6\u957f\u81f320-30\u79d2\u3002\u53d1\u5e03\u4f1a\u73b0\u573a\uff0c\u5b57\u8282\u5c55\u793a\u4e86PixelDance\u6a21\u578b\u7684\u751f\u6210\u6548\u679c\uff0c\u5176\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\u5bf9\u590d\u6742\u6307\u4ee4\u7684\u7406\u89e3\u65b9\u9762\uff0c\u9002\u5408\u4eba\u7269\u3001\u5267\u60c5\u66f4\u4e3a\u590d\u6742\u7684\u89c6\u9891\u751f\u6210\uff0c\u800cSeaweed\u6a21\u578b\u7684\u4f18\u52bf\u4e3b\u8981\u5728\u4e8e\u751f\u6210\u89c6\u9891\u7684\u6e05\u6670\u5ea6\u3002<\/p>\n\n\n\n

issue88 2024.9.30-10.6<\/strong><\/p>\n\n\n\n

10\u67081\u65e5\uff0cOpenAI \u53d1\u5e03 Whisper large-v3-turbo \u8bed\u97f3\u8f6c\u5f55\u6a21\u578b\uff0c\u53c2\u6570 8.09 \u4ebf\uff0c\u901f\u5ea6\u63d0\u5347 8 \u500d\uff0c\u89e3\u7801\u5c42\u6570\u51cf\u5c11\u81f3 4 \u5c42\uff0c\u4f53\u79ef\u4e0e VRAM \u9700\u6c42\u5747\u964d\u4f4e\uff0c\u5e76\u5f00\u653e MIT \u8bb8\u53ef\u8bc1\u4e0b\u7684\u4ee3\u7801\u53ca\u6a21\u578b\u6743\u91cd\u4f9b GitHub \u7528\u6237\u83b7\u53d6\u548c\u4f53\u9a8c\u3002<\/p>\n\n\n\n

10\u67081\u65e5\uff0cOpenAI\u53d1\u5e03Realtime API\uff0c\u5373\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u7684API\uff0c\u5f00\u53d1\u8005\u53ef\u5728Playground\u4e2d\u4f53\u9a8c\uff0c\u4ef7\u683c\u8f83\u8d35\uff0c\u6bcf\u767e\u4e07token\u8f93\u5165+\u8f93\u51fa\u9700\u8981300\u7f8e\u5143\u3002<\/p>\n\n\n\n

10\u67084\u65e5\uff0cOpenAI\u5ba3\u5e03\u4e86ChatGPT\u7684\u65b0\u589e\u529f\u80fd\u2014\u2014Canvas\u3002\u57fa\u4e8eGPT-4o\u6a21\u578b\u5f00\u53d1\u800c\u6210\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5355\u72ec\u7684\u7a97\u53e3\uff0c\u53ef\u4ee5\u4e0eChatGPT\u4e00\u8d77\u6267\u884c\u7f16\u7a0b\u3001\u5199\u4f5c\u4efb\u52a1\uff0c\u4f1a\u5e2e\u4f60\u63d0\u4f9b\u610f\u89c1\u3001\u5ba1\u6838\u548c\u6267\u884c\u5177\u4f53\u7684\u529f\u80fd\u3002\u4f8b\u5982\uff0c\u5f53\u4f60\u5728\u7f16\u5199\u4ee3\u7801\u65f6\u9047\u5230\u4e86\u56f0\u96be\uff0cCanvas\u53ef\u4ee5\u9ad8\u4eae\u663e\u793a\u6709\u95ee\u9898\u7684\u4ee3\u7801\u6bb5\uff0c\u5e2e\u52a9ChatGPT\u63d0\u4f9b\u5185\u8054\u7684\u8c03\u8bd5\u5efa\u8bae\u5feb\u901f\u4fee\u590d\u8fd9\u4e9b\u9519\u8bef\uff1b\u7b80\u5355\u6765\u8bf4\uff0c\u53ef\u4ee5\u628aCanvas\u770b\u6210\u662f\u4e00\u4e2a\u5185\u7f6e\u7684AI Agent\u529f\u80fd\uff0c\u5c31\u662f\u7528AI\u6765\u6307\u5bfc\u3001\u534f\u52a9ChatGPT\u4e00\u8d77\u6267\u884c\u4efb\u52a1\uff0c\u4f7f\u8f93\u51fa\u7684\u5185\u5bb9\u8d28\u91cf\u66f4\u597d\u3001\u66f4\u51c6\u786e\u3002<\/p>\n\n\n\n

Meta\u53d1\u5e03Meta Movie Gen\u6587\u751f\u89c6\u9891\u6a21\u578b\uff0c\u88ab\u4e1a\u754c\u79f0\u4e3a\u8fc4\u4eca\u4e3a\u6b62\u6700\u5148\u8fdb\u7684\u5a92\u4f53\u57fa\u7840\u6a21\u578b\uff08Media Foundation Models\uff09\uff0c\u5e76\u975e\u6269\u6563\u6a21\u578b\u3002\u5b83\u4f7f\u7528\u4e86\u5305\u542b 30B \u53c2\u6570\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u548c 13B \u53c2\u6570\u7684\u97f3\u9891\u751f\u6210\u6a21\u578b\u3002\u8fd9\u4e00\u5168\u65b0\u7684 AI \u6a21\u578b\u91c7\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u6587\u672c\u8f93\u5165\u5c31\u53ef\u4ee5\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u9ad8\u6e05\u6670\u5ea6\u7684\u89c6\u9891\u548c\u97f3\u9891\u3002\u5176\u89c6\u9891\u751f\u6210\u6a21\u578b\u5177\u6709 300 \u4ebf\u4e2a\u53c2\u6570\uff0c\u80fd\u591f\u4ee5\u6bcf\u79d2 16 \u5e27\u7684\u901f\u5ea6\u751f\u6210\u957f\u8fbe 16 \u79d2\u7684\u89c6\u9891\u3002\u8be5\u6a21\u578b\u7ed3\u5408\u4e86\u591a\u79cd\u529f\u80fd\uff0c\u8fd8\u652f\u6301\u7cbe\u51c6\u7684\u89c6\u9891\u7f16\u8f91\uff0c\u7528\u6237\u53ef\u4ee5\u8f93\u5165\u6587\u672c\u63cf\u8ff0\u751f\u6210\u9ad8\u6e05\u89c6\u9891\uff0c\u540c\u65f6\u4e0a\u4f20\u56fe\u50cf\u5e76\u6dfb\u52a0\u80cc\u666f\u97f3\u4e50\u548c\u97f3\u6548\u3002 \u4f7f\u5176\u4e0d\u4ec5\u80fd\u591f\u751f\u6210\u65b0\u89c6\u9891\uff0c\u8fd8\u53ef\u4ee5\u751f\u6210\u914d\u97f3\u4e50\u7684\u9ad8\u8d28\u91cf\u97f3\u9891\u3002<\/p>\n\n\n\n

Google\u53d1\u5e03NotebookLM\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u6574\u7406\u4fe1\u606f\u3001\u63d0\u51fa\u95ee\u9898\u5e76\u751f\u6210\u7b54\u6848\u3002\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20\u81ea\u5df1\u7684\u6587\u6863\uff0c\u7136\u540eNotebookLM\u4f1a\u7acb\u5373\u7406\u89e3\u8fd9\u4e9b\u6765\u6e90\u7684\u5185\u5bb9\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8f7b\u677e\u9605\u8bfb\u3001\u8bb0\u5f55\u7b14\u8bb0\uff0c\u5e76\u901a\u8fc7\u8be5\u5de5\u5177\u6765\u63d0\u51fa\u95ee\u9898\u3002\u8fd9\u6b3e\u5de5\u5177\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u66f4\u6709\u6548\u5730\u521b\u4f5c\u548c\u601d\u8003\uff0c\u9002\u5408\u4e8e\u6574\u7406\u3001\u7814\u7a76\u548c\u5b66\u4e60\u7b49\u591a\u79cd\u573a\u666f\u3002<\/p>\n\n\n\n

\u5feb\u624b\u53ef\u7075 AI \u65b0\u63a8\u51fa\u7684\u300c\u5bf9\u53e3\u578b\u300d\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u4e0a\u4f20\u97f3\u9891\u540e\u4f7f\u89c6\u9891\u4e2d\u7684\u4eba\u7269\u53e3\u578b\u4e0e\u4e4b\u540c\u6b65\uff0c\u76ee\u524d\u652f\u6301 1.0 \u548c 1.5 \u6a21\u578b\uff0c\u4e14\u4ec5\u9650\u4eba\u7269\u89d2\u8272\uff0cAPI \u670d\u52a1\u5df2\u9762\u5411\u6240\u6709\u7528\u6237\u5f00\u653e\u3002<\/p>\n\n\n\n

Black Forest Labs\u53d1\u5e03FLUX Pro 1.1\u7248\uff0c\u751f\u6210\u901f\u5ea6\u6bd4\u524d\u4e00\u7248\u672c\u5feb6\u500d\uff0c\u5e76\u63d0\u9ad8\u4e86\u56fe\u50cf\u8d28\u91cf\u3001\u63d0\u793a\u4f9d\u4ece\u6027\u548c\u591a\u6837\u6027\u3002\u540c\u65f6\u63a8\u51fa\u5b98\u65b9API\u3002<\/p>\n\n\n\n

StackBlitz \u63a8\u51fa bolt.new\uff0c\u5c06AI\u4ee3\u7801\u751f\u6210\u4ece\u7f16\u7801\u6269\u5c55\u5230\u90e8\u7f72\uff0c\u5e26\u6709\u5b8c\u6574\u7684\u5f00\u53d1\u73af\u5883\uff0c\u53ef\u4ee5\u9884\u89c8\u90e8\u7f72\u540e\u7684\u6548\u679c\u3002<\/p>\n\n\n\n

issue89 2024.10.7-10.13<\/strong><\/p>\n\n\n\n

\u7531MiniMax\u63a8\u51fa\u7684\u6d77\u87baAI\u662f\u4e00\u6b3e\u56fd\u4ea7AI\u89c6\u9891\u751f\u6210\u5668\uff0c\u5b83\u5728VBench\u8bc4\u6d4b\u4e2d\u6392\u540d\u7b2c\u4e00\uff0c\u5e76\u5728\u4e94\u5468\u5185\u5b9e\u73b0\u4e86\u6708\u8bbf\u95ee\u91cf\u589e\u957f8\u500d\u591a\u7684\u60ca\u4eba\u6210\u7ee9\u3002\u8fd9\u6b3eAI\u5de5\u5177\u4e0d\u4ec5\u5438\u5f15\u4e86\u5168\u7403180\u591a\u4e2a\u5730\u533a\u7684\u4e13\u4e1a\u4eba\u58eb\uff0c\u5982\u7535\u5f71\u5bfc\u6f14\u548c\u6e38\u620f\u5f00\u53d1\u8005\uff0c\u8fd8\u56e0\u5176\u5728\u4eba\u4f53\u52a8\u4f5c\u6d41\u7545\u6027\u548c\u903c\u771f\u6027\u4e0a\u7684\u5353\u8d8a\u8868\u73b0\u800c\u8d85\u8d8a\u4e86\u7ade\u4e89\u5bf9\u624bRunway\u3002<\/p>\n\n\n\n

10\u67088\u65e5\uff0c\u534e\u4e3a\u7684\u539f\u751fAI\u64cd\u4f5c\u7cfb\u7edf\u201c\u7eaf\u8840\u9e3f\u8499\u201dHarmonyOS NEXT\u5df2\u5f00\u59cb\u516c\u6d4b\uff0c\u8be5\u7cfb\u7edf\u5185\u7f6e\u4e86\u540d\u4e3a\u5c0f\u827a\u7684\u667a\u80fd\u4f53\u3002HarmonyOS NEXT\u901a\u8fc7\u539f\u751f\u667a\u80fd\u6280\u672f\u5b9e\u73b0\u4e86AI\u4e0e\u64cd\u4f5c\u7cfb\u7edf\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u8ba9\u5c0f\u827a\u667a\u80fd\u4f53\u80fd\u591f\u4e0e\u7cfb\u7edf\u65e0\u7f1d\u7ed3\u5408\uff0c\u5e76\u5728\u591a\u4e2a\u573a\u666f\u4e2d\u63d0\u4f9b\u667a\u80fd\u5316\u670d\u52a1\u3002\u8fd9\u6807\u5fd7\u7740\u534e\u4e3a\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u667a\u80fd\u3001\u66f4\u4e2a\u6027\u5316\u7684\u64cd\u4f5c\u7cfb\u7edf\u4f53\u9a8c\u3002<\/p>\n\n\n\n

vivo\u5728\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\u53d1\u5e03\u4e86\u201c\u84dd\u5fc3\u667a\u80fd\u201dAI\u6218\u7565\uff0c\u5c55\u793a\u4e86\u5176\u5728AI\u9886\u57df\u7684\u6df1\u5165\u5e03\u5c40\uff0c\u5305\u62ec\u65b0\u4e00\u4ee3\u64cd\u4f5c\u7cfb\u7edfOriginOS 5\u548cBlueOS 2\u3002\u540e\u8005\u642d\u8f7d\u4e86\u57fa\u4e8eRust\u8bed\u8a00\u7684\u84dd\u6cb3\u5185\u6838\uff0c\u5f3a\u8c03\u5b89\u5168\u548c\u9ad8\u6027\u80fd\u3002\u84dd\u5fc3\u5927\u6a21\u578b\u77e9\u9635\u4e5f\u5f97\u5230\u5168\u9762\u5347\u7ea7\uff0c\u5176\u4e2d\u84dd\u5fc33B\u7aef\u4fa7\u5927\u6a21\u578b\u5728\u591a\u4e2a\u8bc4\u6d4b\u4e2d\u6392\u540d\u7b2c\u4e00\uff0c\u6027\u80fd\u63d0\u5347300%\uff0c\u529f\u8017\u4f18\u5316\u8fbe46%\u3002\u57fa\u4e8e\u84dd\u5fc3\u8bed\u97f3\u5927\u6a21\u578b\uff0c\u201cvivo\u542c\u8bf4\u201d\u65b0\u589e\u4e86\u65b9\u8a00\u81ea\u7531\u8bf4\u529f\u80fd\uff0c\u76ee\u524d\u652f\u63016\u79cd\u65b9\u8a00\uff0c\u4ee5\u89e3\u51b3\u5404\u5730\u533a\u95f4\u7684\u6c9f\u901a\u969c\u788d\u95ee\u9898\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u4ee5\u81ea\u5df1\u6700\u719f\u6089\u7684\u4e61\u97f3\u4e0e\u624b\u673a\u8fdb\u884c\u4ea4\u4e92\u3002<\/p>\n\n\n\n

\u5317\u4eac\u667a\u6e90\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u5f00\u53d1\u7684BGE\uff08BAAI General Embedding\uff09\u6a21\u578b\u5728Hugging Face\u6708\u5ea6\u4e0b\u8f7d\u699c\u4e0a\u4f4d\u5217\u7b2c\u4e00\uff0c\u8fd9\u662f\u4e2d\u56fdAI\u6a21\u578b\u9996\u6b21\u53d6\u5f97\u8fd9\u4e00\u6210\u7ee9\u3002BGE\u6a21\u578b\u81ea\u53d1\u5e03\u4ee5\u6765\uff0c\u603b\u4e0b\u8f7d\u91cf\u5df2\u8d85\u8fc71\u4ebf\u6b21\uff0c\u6210\u4e3a\u4e0b\u8f7d\u91cf\u6700\u591a\u7684\u56fd\u4ea7AI\u7cfb\u5217\u6a21\u578b\u3002<\/p>\n\n\n\n

10\u670811\u65e5\uff0c\u7279\u65af\u62c9\u5728\u201cWE\uff0cROBOT\u201d\u53d1\u5e03\u4f1a\u4e0a\u5c55\u793a\u4e86\u65e0\u4eba\u9a7e\u9a76\u51fa\u79df\u8f66Cybercab\u548c\u591a\u529f\u80fd\u65e0\u4eba\u9a7e\u9a76\u53a2\u5f0f\u8d27\u8f66Robovan\uff0c\u5c55\u793a\u4e86\u5176\u5728\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u65b9\u9762\u7684\u91cd\u5927\u8fdb\u5c55\u3002<\/p>\n\n\n\n

10\u670813\u65e5\uff0cOpenAI\u5728Github\u4e0a\u5f00\u6e90\u4e86\u591a\u667a\u80fd\u4f53\u534f\u540cAI Agent\u2014\u2014Swarm\u3002\u4e0e\u666e\u901aAI Agent\u4e0d\u540c\u7684\u662f\uff0cSwarm\u53ef\u4ee5\u540c\u65f6\u521b\u5efa\u591a\u4e2a\u667a\u80fd\u4f53\u4e92\u76f8\u534f\u540c\u5de5\u4f5c\u6765\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\uff0c\u5305\u62ec\u5ba2\u6237\u670d\u52a1\u3001\u9500\u552e\u652f\u6301\u548c\u552e\u540e\u670d\u52a1\u7b49\uff0c\u540c\u65f6\u6bcf\u4e2a\u667a\u80fd\u4f53\u90fd\u914d\u5907\u4e86\u4e00\u5957\u4e13\u5c5e\u5de5\u5177\u96c6\u4ee5\u66f4\u9ad8\u6548\u7684\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n\n\n\n

issue90 2024.10.14-10.20<\/strong><\/p>\n\n\n\n

OpenAI\u53d1\u5e03\u4e86GPT-4o-Audio-Preview\u6a21\u578b\u3002\u8be5\u6a21\u578b\u80fd\u591f\u5206\u6790\u97f3\u9891\u8f93\u5165\u7684\u60c5\u611f\u3001\u8bed\u8c03\u548c\u97f3\u8c03\uff0c\u5e76\u589e\u5f3a\u4e92\u52a8\u4f53\u9a8c\u3002\u6b64\u5916\uff0c\u8fd8\u63d0\u4f9b\u4e86\u8bed\u97f3\u5230\u8bed\u97f3\u7684\u4e92\u52a8\u529f\u80fd\uff0c\u97f3\u9891\u65e2\u53ef\u4ee5\u4f5c\u4e3a\u8f93\u5165\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u8f93\u51fa\u3002<\/p>\n\n\n\n

OpenAI\u4e8e\u672c\u5468\u53d1\u5e03\u4e86ChatGPT\u7684Windows\u684c\u9762\u5ba2\u6237\u7aef\uff0c\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u4fbf\u6377\u7684\u684c\u9762\u8bbf\u95ee\u65b9\u5f0f\u3002\u6b64\u66f4\u65b0\u65e8\u5728\u63d0\u9ad8\u7528\u6237\u4f53\u9a8c\u548c\u4fbf\u5229\u6027\uff0c\u65b9\u4fbf\u7528\u6237\u5728\u684c\u9762\u4e0a\u4f7f\u7528\u8be5AI\u5de5\u5177\u8fdb\u884c\u5404\u79cd\u5bf9\u8bdd\u3002<\/p>\n\n\n\n

Meta \u63a8\u51fa\u4e86\u4e00\u9879\u540d\u4e3a \u300c\u81ea\u6211\u8bad\u7ec3\u8bc4\u4f30\u5668\u300d \u7684 AI \u5de5\u5177\uff0c\u65e8\u5728\u51cf\u5c11 AI \u5f00\u53d1\u4e2d\u5bf9\u4eba\u7c7b\u7684\u4f9d\u8d56\u3002\u8be5\u5de5\u5177\u5229\u7528 \u300c\u601d\u7ef4\u94fe\u300d \u6280\u672f\u63d0\u9ad8\u5728\u79d1\u5b66\u3001\u7f16\u7a0b\u548c\u6570\u5b66\u7b49\u9886\u57df\u7684\u7b54\u6848\u51c6\u786e\u6027\uff0c\u5e76\u901a\u8fc7\u5b8c\u5168\u7531 AI \u751f\u6210\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u3002\u8fd9\u5c55\u793a\u4e86\u5b9e\u73b0\u81ea\u4e3b AI \u667a\u80fd\u4f53\u7684\u53ef\u80fd\u6027\uff0c\u80fd\u591f\u4ece\u81ea\u8eab\u9519\u8bef\u4e2d\u5b66\u4e60\u3002\u6b64\u5916\uff0c\u81ea\u6211\u6539\u8fdb\u7684\u6a21\u578b\u6709\u671b\u51cf\u5c11\u5bf9\u6602\u8d35\u4e14\u4f4e\u6548\u7684 \u300c\u57fa\u4e8e\u4eba\u7c7b\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60\u300d \u7684\u9700\u6c42\u3002Meta \u8fd8\u53d1\u5e03\u4e86\u5176\u4ed6 AI \u5de5\u5177\uff0c\u5305\u62ec\u56fe\u50cf\u8bc6\u522b\u6a21\u578b \u300cSegment Anything\u300d \u7684\u66f4\u65b0\u548c\u4e00\u4e9b\u6709\u52a9\u4e8e\u53d1\u73b0\u65b0\u578b\u65e0\u673a\u6750\u6599\u7684\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n

Perplexity \u63a8\u51fa\u201c\u5185\u90e8\u77e5\u8bc6\u641c\u7d22\u201d\u548c\u201cSpaces \u7a7a\u95f4\u201d\uff1a\u5185\u90e8\u77e5\u8bc6\u641c\u7d22\uff1a\u7528\u6237\u53ef\u540c\u65f6\u641c\u7d22\u516c\u5171\u7f51\u9875\u548c\u4f01\u4e1a\u5185\u90e8\u77e5\u8bc6\u5e93\uff0c\u9002\u5408\u91d1\u878d\u3001\u9500\u552e\u3001HR \u548c\u521d\u521b\u516c\u53f8\u56e2\u961f\u3002Spaces \u7a7a\u95f4\uff1a\u7528\u6237\u53ef\u521b\u5efa\u5de5\u4f5c\u7a7a\u95f4\uff0c\u9080\u8bf7\u56e2\u961f\u6210\u5458\u534f\u4f5c\u3002<\/p>\n\n\n\n

Google NotebookLM \u63a8\u51fa\u4f01\u4e1a\u7248\u548c\u4e2a\u6027\u5316\u63a7\u5236\uff1a\u652f\u6301\u81ea\u5b9a\u4e49 AI \u64ad\u5ba2\u5185\u5bb9\uff0c\u8c03\u6574\u89e3\u8bf4\u6df1\u5ea6\uff0c\u4e13\u6ce8\u4e8e\u7528\u6237\u6307\u5b9a\u7684\u4e3b\u9898\u3002\u4e2a\u6027\u5316\u63a7\u5236\uff1a\u7c7b\u4f3c\u7ed9 AI \u4e3b\u6301\u4eba\u63d0\u793a\u5361\uff0c\u8ba9\u89e3\u8bf4\u66f4\u7b26\u5408\u7528\u6237\u9700\u6c42\u3002<\/p>\n\n\n\n

\u6708\u4e4b\u6697\u9762\u63a8\u51fa kimi \u63a2\u7d22\u7248 AI\uff0c\u641c\u7d22\u80fd\u529b\u663e\u8457\u63d0\u5347\u81f3\u666e\u901a\u7248\u7684 10 \u500d\uff0c\u5e76\u8ba1\u5212\u5168\u9762\u63a8\u5e7f\u81f3\u7528\u6237\uff0c\u540c\u65f6\u5c06\u65b0\u589e\u81f3\u624b\u673a App \u4e2d\u3002<\/p>\n\n\n\n

issue91 2024.10.21-10.27<\/strong><\/p>\n\n\n\n

\u5728Adobe MAX 2024\u5927\u4f1a\u4e0a\uff0cAdobe\u63a8\u51fa\u4e86\u4e00\u9879\u521b\u65b0AI\u5de5\u5177Project Turntable\uff0c\u8be5\u5de5\u5177\u53ef\u4ee5\u8ba9\u7528\u6237\u5c062D\u77e2\u91cf\u56fe\u50cf\u50cf3D\u5bf9\u8c61\u4e00\u6837\u8fdb\u884c\u65cb\u8f6c\uff0c\u800c\u65e0\u9700\u91cd\u65b0\u7ed8\u5236\u3002<\/p>\n\n\n\n

10\u670822\u65e5\uff0c\u5fae\u8f6f\u5ba3\u5e03\u5728Dynamics 365\u4e2d\u96c6\u621010\u4e2a\u81ea\u4e3bAI Agent\uff0c\u53ef\u5e2e\u52a9\u4f01\u4e1a\u81ea\u52a8\u6267\u884c\u5ba2\u670d\u3001\u9500\u552e\u3001\u8d22\u52a1\u3001\u4ed3\u50a8\u7b49\u4e1a\u52a1\uff0c\u5f00\u521b\u5168\u65b0\u7684\u667a\u80fd\u81ea\u52a8\u5316\u5de5\u4f5c\u6a21\u5f0f\u3002\u8fd9\u4e9bAI Agent\u652f\u6301OpenAI\u6700\u65b0\u6a21\u578bo1\uff0c\u53ef\u4ee5\u81ea\u52a8\u6267\u884c\u8de8\u5e73\u53f0\u7684\u8d85\u590d\u6742\u4e1a\u52a1\uff0c\u80fd\u8282\u7701\u5927\u91cf\u65f6\u95f4\u548c\u8fd0\u8425\u6210\u672c\u3002AI Agent\u4f1a\u4eceMicrosoft 365 Graph\u3001Dataverse\u4ee5\u53ca\u5176\u4ed6\u4e1a\u52a1\u7cfb\u7edf\u7684\u6570\u636e\uff0c\u5206\u6790\u5de5\u4f5c\u6570\u636e\uff0c\u8bc6\u522b\u5de5\u4f5c\u6a21\u5f0f\u3001\u8d8b\u52bf\uff0c\u4ee5\u53ca\u6f5c\u5728\u7684\u6539\u8fdb\u9886\u57df\uff0c\u4ece\u800c\u66f4\u597d\u5730\u81ea\u52a8\u6267\u884c\u4e1a\u52a1\u6d41\u7a0b\u3002\u4f7f\u7528\u65b9\u9762\u4e5f\u5f88\u7b80\u5355\uff0c\u7528\u6237\u53ef\u5728Copilot Studio\u53ef\u89c6\u5316\u7684\u754c\u9762\u4e2d\u5f00\u53d1AI Agent\uff0c\u5b9a\u4e49\u5982\u4f55\u54cd\u5e94\u4e0d\u540c\u7684\u8f93\u5165\u548c\u573a\u666f\u4ee5\u53ca\u6267\u884c\u903b\u8f91\u548c\u89c4\u5219\u5373\u53ef\u3002<\/p>\n\n\n\n

10\u670823\u65e5\uff0cAnthropic\u53d1\u5e03\u4e86Claude 3.5 Sonnet\u6a21\u578b\u7684\u66f4\u65b0\u3002\u6700\u65b0\u7248\u672c\u7684Claude 3.5 Sonnet\u5c55\u793a\u4e86\u4e00\u9879\u540d\u4e3aComputer Use\u7684\u529f\u80fd\uff0c\u80fd\u591f\u6839\u636e\u7528\u6237\u6307\u4ee4\u79fb\u52a8\u5149\u6807\u3001\u70b9\u51fb\u76f8\u5e94\u4f4d\u7f6e\u4ee5\u53ca\u901a\u8fc7\u865a\u62df\u952e\u76d8\u8f93\u5165\u4fe1\u606f\uff0c\u6a21\u4eff\u4eba\u7c7b\u4e0e\u8ba1\u7b97\u673a\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u53e6\u5916\uff0c\u65b0\u7684Claude 3.5 Sonnet\u6a21\u578b\u5728\u7f16\u7a0b\u65b9\u9762\u4e5f\u8868\u73b0\u51fa\u663e\u8457\u7684\u63d0\u9ad8\u3002<\/p>\n\n\n\n

Anthropic \u8fd8\u5728 Claude \u4e2d\u65b0\u589e\u4e86\u4e00\u6b3e\u5206\u6790\u5de5\u5177\uff0c\u8be5\u5de5\u5177\u652f\u6301\u7f16\u5199\u548c\u8fd0\u884c JavaScript \u4ee3\u7801\uff0c\u7528\u4e8e\u5904\u7406\u6570\u636e\u3001\u5206\u6790\u5e76\u5b9e\u65f6\u751f\u6210\u6d1e\u5bdf\u3002\u6b64\u5de5\u5177\u4f5c\u4e3a Claude.ai \u7684\u65b0\u5185\u7f6e\u529f\u80fd\uff0c\u7c7b\u4f3c\u4e8e ChatGPT \u7684\u4ee3\u7801\u89e3\u91ca\u5668\uff08Code Interpreter\uff09\u3002Claude \u80fd\u591f\u6839\u636e\u8f93\u5165\u63d0\u793a\u548c\u6587\u4ef6\uff0c\u9010\u6b65\u6e05\u7406\u3001\u63a2\u7d22\u548c\u5206\u6790\u6570\u636e\uff0c\u8fbe\u5230\u9884\u671f\u7ed3\u679c\uff0c\u5e76\u53ef\u521b\u5efa\u4e92\u52a8\u6570\u636e\u53ef\u89c6\u5316\u3002\u8be5\u5de5\u5177\u9002\u7528\u4e8e\u5e02\u573a\u8425\u9500\u3001\u9500\u552e\u3001\u4ea7\u54c1\u7ba1\u7406\u3001\u5de5\u7a0b\u548c\u8d22\u52a1\u7b49\u591a\u4e2a\u573a\u666f\uff0c\u76ee\u524d\u5904\u4e8e\u529f\u80fd\u9884\u89c8\u9636\u6bb5\u3002<\/p>\n\n\n\n

xAI\u63a8\u51fa\u4e86\u9996\u6b3eAPI \u201cGrok-Beta\u201d\uff0c\u8fd9\u662f\u4e00\u79cd\u751f\u6210\u5f0fAI\u6a21\u578b\uff0c\u652f\u6301\u51fd\u6570\u8c03\u7528\uff0c\u53ef\u5c06xAI\u7684\u65d7\u8230\u751f\u6210\u5f0fAI\u6a21\u578bGrok\u8fde\u63a5\u5230\u6570\u636e\u5e93\u548c\u641c\u7d22\u5f15\u64ce\u7b49\u5916\u90e8\u5de5\u5177\u3002\u636e\u62a5\u9053\uff0c\u8be5API\u7684\u5b9a\u4ef7\u76f8\u6bd4\u884c\u4e1a\u7ade\u4e89\u5bf9\u624b\u9ad8\u51fa\u8bb8\u591a\uff0c\u6bcf\u767e\u4e07\u8f93\u5165\u4ee4\u724c\uff08token\uff0c\u7ea6\u7b49\u4e8e75\u4e07\u4e2a\u5355\u8bcd\uff09\u4e3a5\u7f8e\u5143\uff0c\u6bcf\u767e\u4e07\u8f93\u51fa\u4ee4\u724c\u4e3a15\u7f8e\u5143\u3002\u5176\u5b9a\u4ef7\u6a21\u5f0f\u5728\u4e1a\u5185\u5f15\u53d1\u4e86\u4e00\u4e9b\u70ed\u8bae\u3002<\/p>\n\n\n\n

Ideogram \u4e0a\u7ebfCanvas\u529f\u80fd\uff0c\u53ef\u4ee5\u5728\u65e0\u9650\u753b\u5e03\u4e0a\u5bf9\u751f\u6210\u7684\u56fe\u7247\u8fdb\u884c\u7f16\u8f91\u3002\u8fd9\u5305\u62ec\u6269\u56fe\u3001\u5c40\u90e8\u91cd\u7ed8\u548c\u5176\u4ed6\u57fa\u672c\u7684\u7f16\u8f91\u529f\u80fd\u3002\u8fd9\u4e2a\u529f\u80fd\u7ed9\u7528\u6237\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u521b\u4f5c\u81ea\u7531\uff0c\u8ba9\u4ed6\u4eec\u53ef\u4ee5\u66f4\u7075\u6d3b\u5730\u5bf9\u751f\u6210\u7684\u56fe\u7247\u8fdb\u884c\u4fee\u6539\u548c\u5b8c\u5584\u3002<\/p>\n\n\n\n

Genmo\u516c\u53f8\u5f00\u6e90\u4e86\u540d\u4e3aMochi 1\u7684DiT\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002\u8fd9\u4e2a\u6a21\u578b\u57fa\u4e8eApache 2.0\u8bb8\u53ef\u8bc1\u53d1\u5e03\uff0c\u652f\u6301\u4e2a\u4eba\u548c\u5546\u4e1a\u7528\u9014\u7684\u514d\u8d39\u4f7f\u7528\u3002\u5b83\u4ee5\u6bcf\u79d230\u5e27\u7684\u901f\u5ea6\u751f\u6210\u5e73\u6ed1\u7684\u89c6\u9891\uff0c\u6301\u7eed\u65f6\u95f4\u957f\u8fbe5.4\u79d2\uff0c\u5e76\u5177\u6709\u9ad8\u65f6\u95f4\u8fde\u8d2f\u6027\u548c\u51fa\u8272\u7684\u8fd0\u52a8\u8d28\u91cf\u3002\u8fd9\u4e00\u5f00\u653e\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u5728\u52a8\u4f5c\u8d28\u91cf\u548c\u9075\u5faa\u7528\u6237\u63d0\u793a\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002<\/p>\n\n\n\n

Midjourney\u7f51\u9875\u7248\u672c\u5468\u63a8\u51fa\u5168\u65b0\u7684AI\u56fe\u50cf\u7f16\u8f91\u5668\uff0c\u8be5\u7f16\u8f91\u5668\u5177\u6709\u591a\u79cd\u72ec\u7279\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8be5\u7f16\u8f91\u5668\u8f7b\u677e\u4e0a\u4f20\u56fe\u50cf\u5e76\u8fdb\u884c\u653e\u5927\u3001\u7f29\u5c0f\u3001\u89d2\u5ea6\u8c03\u6574\u7b49\u64cd\u4f5c\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u8be5\u7f16\u8f91\u5668\u8fd8\u80fd\u591f\u5b9e\u73b0\u5404\u79cd\u4e8c\u6b21\u521b\u4f5c\u9700\u6c42\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u7b2c\u4e09\u65b9\u5e73\u53f0\u3002\u901a\u8fc7\u65b0\u53d1\u5e03\u7684\u7f16\u8f91\u5668\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u8fdb\u884c\u56fe\u50cf\u7f16\u8f91\u65f6\u83b7\u5f97\u66f4\u52a0\u4fbf\u6377\u7684\u64cd\u4f5c\u4f53\u9a8c\u3002<\/p>\n\n\n\n

10\u670824\u65e5\uff0c\u79d1\u5927\u8baf\u98de\u5ba3\u5e03\u661f\u706b\u591a\u8bed\u8a00\u5927\u6a21\u578b\u9996\u6b21\u53d1\u5e03\uff0c\u9664\u4e2d\u82f1\u6587\u5916\uff0c\u53ef\u652f\u6301\u4fc4\u3001\u65e5\u3001\u963f\u3001\u6cd5\u7b498\u4e2a\u8bed\u79cd\u3002\u6839\u636e\u5b9e\u7528\u4efb\u52a1\u573a\u666f\u6784\u5efa\u6d4b\u8bd5\u96c6MMT-Eval-1.0\uff0c\u8baf\u98de\u661f\u706b\u5728\u6c7d\u8f66\u3001\u5bb6\u7535\u3001\u529e\u516c\u3001\u7ffb\u8bd1\u7b49\u884c\u4e1a\u7684\u4efb\u52a1\u573a\u666f\u5e94\u7528\u6548\u679c\u8d85\u8fc7\u4e86GPT-4o\u3002<\/p>\n\n\n\n

10\u670825\u65e5\uff0c\u667a\u8c31\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u5bb6\u65cf\u518d\u6b21\u52a0\u5165\u65b0\u6210\u5458\u2014\u2014GLM-4-Voice\uff08\u7aef\u5230\u7aef\u8bed\u97f3\u6a21\u578b\uff09\uff0c\u5e76\u5728\u4e0a\u7ebf\u540c\u65f6\u5ba3\u5e03\u5f00\u6e90\u3002\u8fd9\u4e00\u6210\u679c\u4f7f\u5f97\u5927\u6a21\u578b\u5177\u5907\u4e86\u5b8c\u6574\u7684\u611f\u5b98\u7cfb\u7edf\uff0c\u5b9e\u73b0\u4e86\u673a\u5668\u4e0e\u4eba\u4ea4\u4e92\u7684\u81ea\u7136\u4e0e\u6d41\u7545\u3002GLM-4-Voice \u6a21\u578b\u5177\u5907\u76f4\u63a5\u7406\u89e3\u548c\u751f\u6210\u4e2d\u82f1\u6587\u8bed\u97f3\u7684\u80fd\u529b\uff0c\u80fd\u591f\u6839\u636e\u7528\u6237\u6307\u4ee4\u7075\u6d3b\u8c03\u6574\u8bed\u97f3\u7684\u60c5\u611f\u3001\u8bed\u8c03\u3001\u8bed\u901f\u53ca\u65b9\u8a00\u7b49\u7279\u5f81\uff0c\u4e14\u5177\u6709\u66f4\u4f4e\u7684\u5ef6\u65f6\uff0c\u652f\u6301\u5b9e\u65f6\u6253\u65ad\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4ea4\u4e92\u4f53\u9a8c\u3002<\/p>\n\n\n\n

\u667a\u8c31\u8fd8\u540c\u6b65\u5ba3\u5e03AutoGLM\u5f00\u542f\u5185\u6d4b\uff0c\u662f\u4e00\u6b3e\u72ec\u7acb\u7684\u5b89\u5353app\u3002AutoGLM\u662f\u4e00\u4e2a\u5177\u6709AI\u529f\u80fd\u7684\u667a\u80fd\u4f53\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u8fdb\u884c\u8bed\u97f3\u4e92\u52a8\uff0c\u8fd8\u53ef\u4ee5\u81ea\u52a8\u6267\u884c\u624b\u673a\u64cd\u4f5c\uff0c\u4f8b\u5982\u4e0b\u5355\u7f51\u8d2d\u548c\u670b\u53cb\u5708\u70b9\u8d5e\u7b49\u3002\u8fd9\u4e00\u65b0\u529f\u80fd\u8868\u660e\u667a\u8c31\u6b63\u5728\u5411\u7740\u66f4\u9ad8\u7ea7\u7684\u6280\u672f\u65b9\u5411\u53d1\u5c55\uff0c\u5c06AI\u4ece\u7b80\u5355\u7684\u8bed\u97f3\u4ea4\u4e92\u9636\u6bb5\u4e0d\u65ad\u63d0\u5347\u81f3\u6267\u884c\u4efb\u52a1\u7684\u9636\u6bb5\u3002\u6709\u53c2\u4e0e\u5185\u6d4b\u7684\u7528\u6237\u622a\u56fe\u663e\u793a\uff0cAutoGLM\u652f\u63018\u4e2a\u751f\u6d3b\u4e2d\u5e38\u7528\u7684app\uff0c\u5305\u62ec\u5fae\u4fe1\u3001\u7f8e\u56e2\u3001\u6dd8\u5b9d\u3001\u5927\u4f17\u70b9\u8bc4\u3001\u5c0f\u7ea2\u4e66\u300112306\u3001\u643a\u7a0b\u3001\u9ad8\u5fb7\u5730\u56fe\u3002\u53e6\u5916\uff0c\u667a\u8c31\u6e05\u8a00\u7684\u6d4f\u89c8\u5668\u63d2\u4ef6\u589e\u52a0\u9ad8\u7ea7\u641c\u7d22\u529f\u80fd\uff0c\u652f\u6301\u81ea\u52a8\u5728\u77e5\u4e4e\u3001\u5c0f\u7ea2\u4e66\u3001\u77e5\u7f51\u7b49\u7f51\u7ad9\u641c\u7d22\u5185\u5bb9\u5e76\u603b\u7ed3\u56de\u7b54\u3002<\/p>\n\n\n\n

MagicOS 9.0\u63a8\u51fa\u5168\u65b0\u7684AI\u667a\u80fd\u4f53YOYO\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u667a\u80fd\u670d\u52a1\u3002\u4ece\u73b0\u573a\u6f14\u793a\u6765\u770b\uff0c\u7528\u6237\u53ea\u9700\u5411YOYO\u53d1\u51fa\u8bed\u97f3\u6307\u4ee4\uff0c\u6bd4\u5982\u300c\u6211\u6709\u4e9b\u56f0\u4e86\uff0c\u5e2e\u6211\u70b9\u4e00\u676f\u5496\u5561\u300d\uff0c\u8be5\u667a\u80fd\u4f53\u5c31\u80fd\u5728\u7406\u89e3\u7528\u6237\u9700\u6c42\u4e4b\u540e\uff0c\u81ea\u4e3b\u8c03\u53d6\u548c\u64cd\u4f5c\u624b\u673a\u7684\u76f8\u5e94\u8d44\u6e90\u548c\u670d\u52a1\uff0c\u5e2e\u7528\u6237\u70b9\u4e00\u676f\u5496\u5561\u5916\u5356\u3002\u8363\u8000\u58f0\u79f0\uff0cYOYO\u667a\u80fd\u4f53\u53ef\u5b8c\u6210600\u9879\u9700\u6c42\u610f\u56fe\u7406\u89e3\u3001950\u9879\u4e2a\u4eba\u4e60\u60ef\u8bb0\u5fc6\u3001270\u9879\u590d\u6742\u4efb\u52a1\u89c4\u5212\u3002<\/p>\n\n\n\n

issue92 2024.10.28-11.3<\/strong><\/p>\n\n\n\n

10\u670831\u65e5\uff0cAnthropic \u5ba3\u5e03\u63a8\u51fa Claude \u684c\u9762\u5ba2\u6237\u7aef\uff0c\u5e26\u6765\u5feb\u6377\u952e\u548c\u53e3\u8ff0\u8bb0\u5f55\u652f\u6301\u3002\u8fd9\u610f\u5473\u7740\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u5728 macOS \u548c Windows \u4e0a\u76f4\u63a5\u4e0b\u8f7d Claude \u5e94\u7528\u7a0b\u5e8f\uff0c\u65e0\u9700\u518d\u4f9d\u8d56\u6d4f\u89c8\u5668\u64cd\u4f5c\u3002Anthropic \u5728\u4e00\u7bc7\u535a\u6587\u4e2d\u5199\u9053\uff1a”\u5b83\u5c06 Claude \u7684\u529f\u80fd\u76f4\u63a5\u5e26\u5165\u60a8\u9996\u9009\u7684\u5de5\u4f5c\u73af\u5883\uff0c\u8fd9\u4e9b\u529f\u80fd\u5e76\u4e0d\u5305\u62ec Anthropic \u6700\u8fd1\u53d1\u5e03\u7684\u63a7\u5236\u8ba1\u7b97\u673a\u7684\u529f\u80fd\uff0c\u4f46\u5141\u8bb8\u6700\u65b0\u6a21\u578b Claude 3.5 Sonnet \u5347\u7ea7\u7248\u5728 PC \u4e0a\u6267\u884c\u4efb\u52a1\u3002” \u65b0\u53d1\u5e03\u7684\u684c\u9762\u5e94\u7528\u65e2\u9002\u7528\u4e8e\u514d\u8d39\u7684 Claude \u7528\u6237\uff0c\u4e5f\u9002\u7528\u4e8e\u8ba2\u8d2d Anthropic \u9ad8\u7ea7\u8ba1\u5212\u7684\u7528\u6237\u3002<\/p>\n\n\n\n

11\u67081\u65e5\uff0cOpenAI\u5ba3\u5e03\u4e3aChatGPT\u6dfb\u52a0\u641c\u7d22\u529f\u80fd\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u5728\u5bf9\u8bdd\u4e2d\u76f4\u63a5\u83b7\u53d6\u5b9e\u65f6\u7f51\u7edc\u4fe1\u606f\u3002\u8fd9\u9879\u529f\u80fd\u76ee\u524d\u5411\u4ed8\u8d39\u7528\u6237\u5f00\u653e\uff0c\u514d\u8d39\u7528\u6237\u548c\u4f01\u4e1a\u7528\u6237\u5c06\u5728\u672a\u6765\u51e0\u5468\u5185\u9646\u7eed\u83b7\u5f97\u8bbf\u95ee\u6743\u9650\u3002\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u662f\uff0cChatGPT\u641c\u7d22\u91c7\u7528\u65e0\u5e7f\u544a\u6a21\u5f0f\uff0c\u8fd9\u4e0e\u4f20\u7edf\u641c\u7d22\u5f15\u64ce\u5f62\u6210\u9c9c\u660e\u5bf9\u6bd4\u3002<\/p>\n\n\n\n

GitHub\u5ba3\u5e03\u63a8\u51faGithub Spark\uff0c\u7528\u4e8e\u521b\u5efa\u548c\u5171\u4eab\u5fae\u5e94\u7528\u7a0b\u5e8f\uff08\u201csparks\u201d\uff09\uff0c\u7528\u6237\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u548c\u504f\u597d\u8fdb\u884c\u5b9a\u5236\u3002\u901a\u8fc7GitHub Spark\uff0c\u7528\u6237\u53ef\u4ee5\u5feb\u901f\u6784\u5efa\u5c0f\u578b\u7f51\u9875\u5e94\u7528\u7a0b\u5e8f\uff0c\u800c\u4e14\u4e0d\u9700\u8981\u7f16\u5199\u4ee3\u7801\u3002\u8be5\u5de5\u5177\u7ed3\u5408\u4e86\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u7528\u7b80\u5355\u7684\u81ea\u7136\u8bed\u8a00\u6765\u63cf\u8ff0\u6240\u9700\u7684\u5e94\u7528\u7a0b\u5e8f\u529f\u80fd\u3002GitHub Spark\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u76f4\u63a5\u5728GitHub\u4e0a\u521b\u5efa\u548c\u5206\u4eab\u4e2a\u6027\u5316\u7684\u5fae\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n\n\n\n

\u5b57\u8282\u8df3\u52a8\u63a8\u51fa\u4e86\u4e00\u6b3e\u540d\u4e3a”\u7089\u7c73Lumi”\u7684AI\u6a21\u578b\u5206\u4eab\u793e\u533a\u5e73\u53f0\u3002\u8be5\u5e73\u53f0\u63d0\u4f9b\u4e86\u6a21\u578b\u4e0a\u4f20\u5206\u4eab\u3001Workflow\u642d\u5efa\u4ee5\u53caLoRA\u8bad\u7ec3\u7b49\u529f\u80fd\u3002\u8fd9\u4e2a\u5e73\u53f0\u4f3c\u4e4e\u7c7b\u4f3c\u4e8e\u5176\u4ed6\u7684AI\u6a21\u578b\u5206\u4eab\u793e\u533a\uff0c\u4f8b\u5982Liblib\u548cCIvitai\u3002Lumi\u53ef\u80fd\u4f1a\u4e3a\u7528\u6237\u63d0\u4f9b\u6a21\u578b\u4e0a\u4f20\u5206\u4eab\u548cWorkflow\u642d\u5efa\u7b49\u670d\u52a1\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u5f00\u6e90\u4e86\u4e00\u6b3e\u540d\u4e3aOmniParser\u7684\u7eaf\u89c6\u89c9\u57fa\u7840\u5de5\u5177\uff0c\u65e8\u5728\u586b\u8865\u5f53\u524d\u5c4f\u5e55\u89e3\u6790\u6280\u672f\u4e2d\u7684\u7a7a\u767d\u3002\u8fd9\u4e00\u5de5\u5177\u65e0\u9700\u989d\u5916\u7684\u4e0a\u4e0b\u6587\u6570\u636e\uff0c\u53ef\u4ee5\u7406\u89e3\u66f4\u590d\u6742\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\uff0c\u5e76\u4e14\u4e13\u4e3a\u8bc6\u522b\u548c\u89e3\u6790\u56fe\u5f62\u7528\u6237\u754c\u9762\u7684\u53ef\u4ea4\u4e92\u56fe\u6807\u800c\u8bbe\u8ba1\u3002OmniParser\u7ed3\u5408\u4e86\u53ef\u4ea4\u4e92\u533a\u57df\u68c0\u6d4b\u6a21\u578b\u3001\u56fe\u6807\u63cf\u8ff0\u6a21\u578b\u548cOCR\u6a21\u5757\uff0c\u80fd\u591f\u5728\u684c\u9762\u3001\u79fb\u52a8\u8bbe\u5907\u548c\u7f51\u9875\u7b49\u4e0a\u8de8\u5e73\u53f0\u5de5\u4f5c\uff0c\u4ece\u800c\u4e3aAI\u6280\u672f\u5728\u5c4f\u5e55\u89e3\u6790\u4e0a\u5f00\u8f9f\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n

\u77e5\u4e4e\u76f4\u7b54\u6700\u8fd1\u5ba3\u5e03\u63a8\u51fa\u4e86”\u4e13\u4e1a\u641c\u7d22”\u529f\u80fd\uff0c\u5f15\u5165\u4e86\u7ef4\u666e\u3001\u77e5\u4e4e\u7cbe\u9009\u7b49\u4e13\u4e1a\u5185\u5bb9\u6e90\uff0c\u6db5\u76d6\u8d85\u8fc75000\u4e07\u7bc7\u4e2d\u82f1\u6587\u6587\u732e\u6570\u636e\u3002\u8fd9\u4e00\u4e3e\u63aa\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u66f4\u52a0\u4fbf\u6377\u5730\u83b7\u53d6\u9ad8\u8d28\u91cf\u7684\u6587\u732e\u8d44\u6599\uff0c\u4e3a\u5b66\u672f\u7814\u7a76\u548c\u5b66\u4e60\u63d0\u4f9b\u4e86\u66f4\u52a0\u4e30\u5bcc\u7684\u8d44\u6e90\u3002<\/p>\n\n\n\n

issue93 2024.11.4-11.10<\/strong><\/p>\n\n\n\n

11\u67085\u65e5\uff0c\u817e\u8baf\u5f00\u6e90\u6df7\u5143Large\uff08Hunyuan-Large\uff09\u6a21\u578b\uff0c\u662f\u4e1a\u754c\u53c2\u6570\u89c4\u6a21\u6700\u5927\u3001\u6548\u679c\u6700\u597d\u7684\u5f00\u6e90MoE\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u91c7\u75287T\u8bad\u7ec3tokens\uff0c\u603b\u53c2\u6570\u91cf389B\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf52B\uff0c\u4e0a\u4e0b\u6587\u957f\u5ea6\u9ad8\u8fbe256K\uff0c\u6280\u672f\u62a5\u544a\u4e5f\u540c\u6b65\u53d1\u5e03\u3002\u6df7\u5143-Large\u5305\u62ec\u4e09\u6b3e\u6a21\u578b\uff1aHunyuan-A52B-Pretrain\uff0cHunyuan-A52B-Instruct\u548cHunyuan-A52B-FP8\u3002\u4e0e\u6709\u76f8\u4f3c\u6fc0\u6d3b\u53c2\u6570\u91cf\u7684\u4e1a\u754c\u5f00\u6e90\u6a21\u578bLlama3.1-405B\u3001Mixtral-8x22B\u7b49\u76f8\u6bd4\uff0c\u5728\u591a\u5b66\u79d1\u7efc\u5408\u8bc4\u6d4b\u96c6\u3001\u4e2d\u82f1\u6587NLP\u4efb\u52a1\u3001\u4ee3\u7801\u3001\u6570\u5b66\u7b499\u5927\u7ef4\u5ea6\uff0c\u6df7\u5143Large\u5b9e\u73b0\u5168\u9762\u9886\u5148\u3002<\/p>\n\n\n\n

\u540c\u65f6\uff0c\u817e\u8baf\u5143\u5b9d APP \u73b0\u5728\u65b0\u4e0a\u7ebf\u4e86 AI \u641c\u7d22\u80fd\u529b\u3002\u652f\u6301\u5177\u6709\u63a8\u7406\u80fd\u529b\u7684\u6df1\u5ea6\u641c\u7d22\u529f\u80fd\uff0c\u53e6\u5916\u4e5f\u652f\u6301\u4e86\u641c\u7d22\u5fae\u4fe1\u751f\u6001\u66f4\u591a\u6a21\u6001\u7684\u4fe1\u606f\uff0c\u6bd4\u5982\u641c\u7d22\u7ed3\u679c\u91cc\u9762\u4f1a\u6709\u89c6\u9891\u53f7\u548c QQ \u97f3\u4e50\u7684\u97f3\u9891\u5185\u5bb9\u3002<\/p>\n\n\n\n

\u817e\u8baf\u5f00\u6e90\u4e86\u6df7\u51433D\u751f\u6210\u5927\u6a21\u578b\uff08Hunyuan3D-1.0\uff09\uff0c\u8fd9\u662f\u4e1a\u754c\u9996\u4e2a\u540c\u65f6\u652f\u6301\u6587\u5b57\u548c\u56fe\u50cf\u751f\u62103D\u7684\u5f00\u6e90\u5927\u6a21\u578b\u3002\u8fd9\u4e2a\u6a21\u578b\u53ef\u4ee5\u5e2e\u52a9\u521b\u4f5c\u8005\u548c\u5f00\u53d1\u8005\u572810\u79d2\u5185\u751f\u6210\u9ad8\u8d28\u91cf\u76843D\u8d44\u4ea7\uff0c\u53ef\u4ee5\u5e94\u7528\u4e8e\u5404\u79cd\u9886\u57df\uff0c\u6bd4\u5982UGC 3D\u521b\u4f5c\u3001\u5546\u54c1\u7d20\u6750\u5408\u6210\u4ee5\u53ca\u6e38\u620f3D\u8d44\u4ea7\u751f\u6210\u7b49\u3002<\/p>\n\n\n\n

\u6606\u4ed1\u4e07\u7ef4\u4e8e11\u67085\u65e5\u53d1\u5e03\u5929\u5de5AI\u6700\u65b0\u7248\u672c\u7684\u9ad8\u7ea7\u641c\u7d22\u529f\u80fd\uff0c\u65e8\u5728\u901a\u8fc7\u9886\u5148\u7684AI\u6280\u672f\u4e3a\u5168\u7403\u7528\u6237\u63d0\u4f9b\u521b\u65b0\u7684\u667a\u80fd\u641c\u7d22\u89e3\u51b3\u65b9\u6848\u3002\u6b64\u529f\u80fd\u5728\u91d1\u878d\u6295\u8d44\u3001\u79d1\u7814\u5b66\u672f\u7b49\u591a\u9886\u57df\u8fdb\u884c\u4e86\u591a\u5c42\u6b21\u5206\u6790\u63a8\u7406\u80fd\u529b\u7684\u5168\u9762\u5347\u7ea7\uff0c\u663e\u8457\u63d0\u5347\u4e86\u7528\u6237\u5728\u5904\u7406\u590d\u6742\u95ee\u9898\u65f6\u7684\u4fe1\u606f\u83b7\u53d6\u6548\u7387\u548c\u7ed3\u679c\u53ef\u9760\u6027\u3002\u6b64\u5916\uff0c\u5929\u5de5AI\u8fd8\u4f18\u5316\u4e86\u6587\u6863AI\u9605\u8bfb\u5206\u6790\u529f\u80fd\uff0c\u589e\u5f3a\u4e86\u5bf9\u8d22\u62a5\u3001\u7814\u62a5\u3001\u8bba\u6587\u7b49\u590d\u6742\u6587\u6863\u7684\u7406\u89e3\u548c\u5206\u6790\u80fd\u529b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u9ad8\u6548\u7684\u4e13\u4e1a\u641c\u7d22\u4f53\u9a8c\u3002<\/p>\n\n\n\n

11\u67088\u65e5\uff0c\u667a\u8c31\u5ba3\u5e03AI\u751f\u89c6\u9891\u4ea7\u54c1\u201c\u65b0\u6e05\u5f71\u201d\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u540c\u6b65\u5f00\u6e90\u8be5\u4ea7\u54c1\u4f7f\u7528\u7684\u5e95\u5c42\u6a21\u578bCogVideoX v1.5\u3002<\/p>\n\n\n\n

xAI\u63a8\u51faGrok API\u7684\u514d\u8d39\u516c\u6d4b\uff0c\u6bcf\u4f4d\u5f00\u53d1\u8005\u6bcf\u6708\u90fd\u80fd\u83b7\u5f9725\u7f8e\u5143\u7684\u514d\u8d39API\u989d\u5ea6\uff0c\u4e00\u76f4\u6301\u7eed\u52302024\u5e74\u5e74\u5e95\u3002API\u5b8c\u5168\u517c\u5bb9OpenAI\u548cAnthropic\u3002\u8fd9\u9879\u4e3e\u63aa\u65e8\u5728\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u591a\u4f7f\u7528xAI\u7684\u673a\u4f1a\uff0c\u5e76\u4fc3\u8fdbxAI\u7684API\u5728\u5f00\u53d1\u793e\u533a\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n

Anthropic\u5ba3\u5e03\uff0cClaude 3.5 Haiku\u5df2\u7ecf\u53ef\u4ee5\u901a\u8fc7API\u8bbf\u95ee\u3002\u5df2\u5728Anthropic\u7684API\u3001Amazon Bedrock\u548cGoogle Cloud\u7684Vertex AI\u4e0a\u63d0\u4f9b\u3002Anthropic\u7684\u5f00\u53d1\u8005\u5173\u7cfb\u8fd0\u8425\u8d1f\u8d23\u4ebaAlex Albert\u53d1\u5e16\u8bf4\uff0c\u300c\u8be5\u6a21\u578b\u8fd8\u66f4\u65b0\u4e86\u622a\u81f32024\u5e747\u6708\u7684\u77e5\u8bc6\u2014\u2014\u662f\u6240\u6709Claude\u6a21\u578b\u4e2d\u6700\u65b0\u7684\u3002\u300d\u7136\u800c\uff0c\u968f\u7740\u6027\u80fd\u63d0\u5347\uff0cHaiku\u7684\u4ef7\u683c\u63d0\u5347\u81f3\u4e4b\u524d\u76844\u500d\uff0c\u5b83\u73b0\u5728\u7684\u5b9a\u4ef7\u8d77\u6b65\u4e3a\u6bcf\u767e\u4e07\u8f93\u5165tokens $1\uff0c\u6bcf\u767e\u4e07\u8f93\u51fatokens $5\u3002<\/p>\n\n\n\n

Anthropic \u4e0e Palantir \u6570\u636e\u6316\u6398\u516c\u53f8\u548c\u4e9a\u9a6c\u900a\u4e91\u670d\u52a1\uff08AWS\uff09\u5408\u4f5c\uff0c\u4e3a\u7f8e\u56fd\u60c5\u62a5\u548c\u56fd\u9632\u673a\u6784\u63d0\u4f9b Claude \u7cfb\u5217 AI \u6a21\u578b\u3002Claude \u5df2\u53ef\u5728 Palantir \u7684\u56fd\u9632\u8ba4\u8bc1\u73af\u5883\uff08IL6\uff09\u4e2d\u4f7f\u7528\uff0c\u8be5\u73af\u5883\u57fa\u4e8e AWS \u57fa\u7840\u8bbe\u65bd\uff0c\u7528\u4e8e\u5904\u7406\u56fd\u5bb6\u5b89\u5168\u91cd\u8981\u7684\u6570\u636e\u3002\u6b64\u6b21\u5408\u4f5c\u5c06\u63d0\u9ad8\u653f\u5e9c\u5206\u6790\u80fd\u529b\u548c\u8fd0\u8425\u6548\u7387\uff0c\u4e3a\u60c5\u62a5\u5206\u6790\u63d0\u4f9b\u5f3a\u5927\u7684 AI \u5de5\u5177\uff0c\u4ee5\u53ca\u5728\u51b3\u7b56\u8fc7\u7a0b\u4e2d\u4e3a\u5b98\u5458\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5373\u5c06\u63a8\u51fa\u5168\u65b0\u5347\u7ea7\u7684Gemini-2.0-Pro AI\u6a21\u578b\u3002Gemini-2.0-Pro-Exp-0111\u9884\u8ba1\u5c06\u5e26\u6765\u66f4\u7cbe\u786e\u7684\u8bed\u8a00\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b\uff0c\u66f4\u9ad8\u6548\u7684\u5b66\u4e60\u673a\u5236\uff0c\u4ee5\u53ca\u5728\u56fe\u50cf\u5904\u7406\u65b9\u9762\u7684\u663e\u8457\u63d0\u5347\u3002\u65b0\u7684AI\u6a21\u578b\u5c06\u8fdb\u4e00\u6b65\u63d0\u9ad8Gemini\u7684\u529f\u80fd\u548c\u6027\u80fd\u3002<\/p>\n\n\n\n

11\u67088\u65e5\uff0c\u82f9\u679c\u53d1\u5e03iOS18.2 Public Beta\u7248\uff0c\u6b63\u5f0f\u516c\u6d4b\u96c6\u6210\u4e86ChatGPT\u7684Siri\u53caImage Playground\u7b49AI\u529f\u80fd\u3002<\/p>\n\n\n\n

Meta\u6700\u8fd1\u5f00\u6e90\u4e86\u4e00\u4e2a\u540d\u4e3aNotebookLlama\u7684\u9879\u76ee\uff0c\u65e8\u5728\u751f\u6210\u7c7b\u4f3c\u64ad\u5ba2\u7684\u6587\u672c\u6458\u8981\u3002\u8fd9\u4e2a\u9879\u76ee\u88ab\u89c6\u4e3aMeta\u5bf9\u6807\u8c37\u6b4cNotebookLM\u7684\u4e00\u6b21\u5c1d\u8bd5\u3002NotebookLlama\u4f7f\u7528Meta\u81ea\u5bb6\u7684Llama\u6a21\u578b\u6765\u4e3a\u7528\u6237\u63d0\u4f9b\u9ad8\u6548\u7684\u5904\u7406\uff0c\u5141\u8bb8\u7528\u6237\u5c06\u6587\u672c\u6587\u4ef6\uff0c\u5982PDF\u6587\u7ae0\u6216\u535a\u5ba2\u5185\u5bb9\uff0c\u8f6c\u5316\u4e3a\u4e92\u52a8\u5f0f\u64ad\u5ba2\u6458\u8981\u3002\u901a\u8fc7\u8fd9\u4e2a\u9879\u76ee\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u751f\u6210\u4ece\u6587\u672c\u6587\u4ef6\u8f6c\u5316\u800c\u6765\u7684\u4e92\u52a8\u5f0f\u64ad\u5ba2\u98ce\u683c\u7684\u5185\u5bb9\u3002<\/p>\n\n\n\n

Meta\u53d1\u5e03MobileLLM\uff0c\u8fd9\u662f\u4e00\u6b3e\u4e13\u95e8\u9488\u5bf9\u667a\u80fd\u624b\u673a\u7684\u5c0f\u8bed\u8a00\u6a21\u578b\u3002MobileLLM\u5bb6\u65cf\u9002\u7528\u4e8e\u667a\u80fd\u624b\u673a\uff0cMeta\u4e5f\u5ba3\u5e03\u5f00\u6e90\u4e86MobileLLM\u7cfb\u5217\u6a21\u578b\uff0c\u5176\u4e2d\u5305\u62ec600M\u30011B\u548c1.5B\u4e09\u79cd\u4e0d\u540c\u53c2\u6570\u7248\u672c\u3002\u8fd9\u4e00\u4e3e\u63aa\u65e8\u5728\u4e3a\u79fb\u52a8\u8bbe\u5907\u7528\u6237\u63d0\u4f9b\u66f4\u9ad8\u6548\u7684AI\u8f85\u52a9\u529f\u80fd\u3002Meta\u8fd8\u5728GitHub\u4e0a\u5f00\u6e90\u4e86MobileLLM\u7684\u8bad\u7ec3\u4ee3\u7801\uff0c\u4ee5\u4fbf\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u4f7f\u7528\u3002<\/p>\n\n\n\n

issue94 2024.11.11-11.17<\/strong><\/p>\n\n\n\n

\u767e\u5ea6\u57282024\u5e74\u767e\u5ea6\u4e16\u754c\u5927\u4f1a\u4e0a\u53d1\u5e03\u4e86\u68c0\u7d22\u589e\u5f3a\u7684\u6587\u751f\u56fe\u6280\u672f\uff08iRAG\uff09\u3002\u8fd9\u9879\u6280\u672f\u7ed3\u5408\u4e86\u767e\u5ea6\u641c\u7d22\u7684\u4ebf\u7ea7\u56fe\u7247\u8d44\u6e90\u548c\u5f3a\u5927\u7684\u57fa\u7840\u6a21\u578b\u80fd\u529b\uff0c\u65e8\u5728\u89e3\u51b3\u5927\u578b\u6a21\u578b\u5728\u56fe\u50cf\u751f\u6210\u65b9\u9762\u7684\u5e7b\u89c9\u95ee\u9898\u3002\u901a\u8fc7\u5c06\u56fe\u7247\u8d44\u6e90\u548c\u6a21\u578b\u80fd\u529b\u76f8\u7ed3\u5408\uff0ciRAG\u4f7f\u5f97\u751f\u6210\u7684\u56fe\u7247\u66f4\u52a0\u771f\u5b9e\u3001\u81ea\u7136\uff0c\u5e76\u4e14\u80fd\u591f\u964d\u4f4e\u201cAI\u5473\u201d\uff0c\u8ba9\u751f\u6210\u7684\u56fe\u50cf\u66f4\u52a0\u53ef\u4fe1\u3002<\/p>\n\n\n\n

\u767e\u5ea6\u57282024\u5e74\u767e\u5ea6\u4e16\u754c\u5927\u4f1a\u63a8\u51fa\u65e0\u4ee3\u7801\u5de5\u5177\u201c\u79d2\u54d2\u201d\u3002\u8be5\u5de5\u5177\u652f\u6301\u65e0\u4ee3\u7801\u7f16\u7a0b\u3001\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u548c\u591a\u5de5\u5177\u8c03\u7528\u4e09\u5927\u7279\u6027\uff0c\u53f7\u79f0\u7528\u81ea\u7136\u8bed\u8a00\u5c31\u80fd\u642d\u5efa\u4e00\u6574\u5957\u7cfb\u7edf\u3002\u6f14\u8bb2\u73b0\u573a\uff0c\u674e\u5f66\u5b8f\u4ee5\u841d\u535c\u5feb\u8dd1\u65b0\u6280\u672f\u53d1\u5e03\u4f1a\u4e3a\u4f8b\uff0c\u5c55\u793a\u4e86\u6d3b\u52a8\u62a5\u540d\u7cfb\u7edf\u7684\u642d\u5efa\u8fc7\u7a0b\uff1a\u53ea\u8981\u5728\u201c\u79d2\u54d2\u201d\u4e0a\u7528\u4e2d\u6587\u63cf\u8ff0\u9700\u6c42\uff0c\u5e76\u8865\u5145\u4e00\u4efd\u5e26\u6709\u5927\u4f1a\u65f6\u95f4\u5730\u70b9\u4e3b\u9898\u7684\u6587\u6863\uff0c\u5c31\u53ef\u4ee5\u6307\u6325\u591a\u4e2a\u667a\u80fd\u4f53\u534f\u4f5c\uff0c\u5b8c\u6210\u62a5\u540d\u7cfb\u7edf\u7684\u5f00\u53d1\u3002<\/p>\n\n\n\n

\u767e\u5ea6\u8fd8\u4e8e11\u670812\u65e5\u53d1\u5e03\u4e86\u9996\u6b3eAI\u773c\u955c\uff0c\u5373\u5c0f\u5ea6AI\u773c\u955c\u3002\u8fd9\u662f\u5168\u7403\u9996\u6b3e\u642d\u8f7d\u4e2d\u6587\u5927\u6a21\u578b\u7684\u539f\u751fAI\u773c\u955c\uff0c\u9884\u8ba1\u5c06\u4e8e2025\u5e74\u4e0a\u534a\u5e74\u6b63\u5f0f\u4e0a\u5e02\u3002\u8fd9\u6b3e\u773c\u955c\u91cd\u91cf\u4ec5\u4e3a45\u514b\uff0c\u642d\u8f7d16MP\u8d85\u5e7f\u89d2\u6444\u50cf\u5934\uff0c\u5177\u5907\u7b2c\u4e00\u89c6\u89d2\u62cd\u6444\u3001\u8fb9\u8d70\u8fb9\u95ee\u3001\u8bc6\u7269\u767e\u79d1\u3001\u89c6\u542c\u7ffb\u8bd1\u3001\u667a\u80fd\u5907\u5fd8\u7b49\u529f\u80fd\u3002<\/p>\n\n\n\n

\u963f\u91cc\u901a\u4e49\u5343\u95ee\u6700\u8fd1\u5f00\u6e90\u4e86Qwen2.5-Coder\u5168\u7cfb\u5217\u6a21\u578b\u3002\u8fd9\u4e00\u7cfb\u5217\u6a21\u578b\u5728\u4ee3\u7801\u751f\u6210\u3001\u4fee\u590d\u548c\u63a8\u7406\u7b49\u65b9\u9762\u5c55\u73b0\u51fa\u8272\u7684\u8868\u73b0\uff0c\u5e76\u4e14\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u540c\u65f6\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fbe\u5230\u4e86\u4e0eGPT-4o\u76f8\u5f53\u7684SOTA\u6c34\u5e73\u3002\u8fd9\u610f\u5473\u7740Qwen2.5-Coder\u5728\u5f00\u6e90\u4ee3\u7801\u6a21\u578b\u9886\u57df\u53d6\u5f97\u4e86\u6781\u5177\u7ade\u4e89\u529b\u7684\u4f4d\u7f6e\uff0c\u5e76\u5177\u6709\u5f3a\u5927\u7684\u4ee3\u7801\u751f\u6210\u80fd\u529b\u3002<\/p>\n\n\n\n

\u5b57\u8282\u8df3\u52a8\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u53d1\u5e03\u4e86SeedEdit\u901a\u7528\u56fe\u50cf\u7f16\u8f91\u6a21\u578b\uff0c\u5b83\u80fd\u591f\u5b9e\u73b0\u81ea\u7136\u8bed\u8a00”\u4e00\u53e5\u8bdd\u6539\u56fe”\u7684\u65b0\u4f53\u9a8c\u3002\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u7b80\u6d01\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u8fdb\u884c\u5404\u79cd\u56fe\u50cf\u7f16\u8f91\u64cd\u4f5c\uff0c\u5305\u62ec\u4fee\u56fe\u3001\u6362\u88c5\u3001\u7f8e\u5316\u3001\u8f6c\u5316\u98ce\u683c\u3001\u5728\u6307\u5b9a\u533a\u57df\u6dfb\u52a0\u6216\u5220\u9664\u5143\u7d20\u7b49\u3002\u8fd9\u9879\u521b\u65b0\u7684\u6280\u672f\u5229\u7528\u4e86\u5148\u8fdb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\u548c\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u8f7b\u677e\u7f16\u8f91\u4efb\u610f\u56fe\u50cf\uff0c\u800c\u65e0\u9700\u4e13\u4e1a\u7684P\u56fe\u6280\u80fd\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u7684DeepMind\u56e2\u961f\u5f00\u6e90\u4e86\u8bfa\u8d1d\u5c14\u5956\u83b7\u5f97\u8005Alphafold3\u7684\u6e90\u4ee3\u7801\u3002\u8fd9\u4e00\u6a21\u578b\u662f\u4e00\u79cd\u86cb\u767d\u8d28\u7ed3\u6784\u5efa\u6a21\u5de5\u5177\uff0c\u4e0e\u4e4b\u524d\u7248\u672c\u76f8\u6bd4\uff0cAlphafold3\u5728\u5efa\u6a21\u86cb\u767d\u8d28\u4e0e\u5176\u4ed6\u5206\u5b50\u5171\u540c\u4f5c\u7528\u65f6\u66f4\u4e3a\u7cbe\u786e\u3002\u901a\u8fc7\u5f00\u6e90Alphafold3\u7684\u6e90\u4ee3\u7801\uff0c\u5b66\u672f\u7814\u7a76\u8005\u73b0\u5728\u80fd\u591f\u81ea\u884c\u8fd0\u884c\u6a21\u578b\uff0c\u4ece\u800c\u63a8\u52a8\u4e86AI\u5728\u751f\u7269\u9886\u57df\u7684\u53d8\u9769\u3002<\/p>\n\n\n\n

OpenAI\u5ba3\u5e03\u63a8\u51faChatGPT Windows\u7248\u5ba2\u6237\u7aef\uff0c\u4e3aWindows 10\u7528\u6237\u63d0\u4f9b\u4e86\u66f4\u52a0\u4fbf\u6377\u548c\u5feb\u901f\u7684AI\u4ea4\u4e92\u4f53\u9a8c\u3002\u8be5\u684c\u9762\u5e94\u7528\u652f\u6301\u70ed\u952e\u8c03\u7528\uff0c\u63d0\u4f9b\u4e86\u6587\u4ef6\u5206\u6790\u3001\u641c\u7d22\u5bf9\u8bdd\u3001\u6587\u672c\u751f\u6210\u7b49\u529f\u80fd\u3002\u7528\u6237\u53ef\u4ee5\u4eceMicrosoft Store\u4e0b\u8f7d\u5e76\u5b89\u88c5\u8be5\u5e94\u7528\uff0c\u7136\u540e\u901a\u8fc7\u5feb\u6377\u952eAlt+Space\u5feb\u901f\u542f\u7528\u3002\u6b64\u4e3e\u4f7f\u5f97OpenAI\u8fdb\u4e00\u6b65\u62d3\u5c55\u4e86ChatGPT\u7684\u5e94\u7528\u573a\u666f\uff0c\u4e3aWindows\u7528\u6237\u63d0\u4f9b\u4e86\u66f4\u52a0\u987a\u7545\u7684\u4f7f\u7528\u4f53\u9a8c\u3002<\/p>\n\n\n\n

OpenAI\u5c06\u4e8e\u660e\u5e741\u6708\u63a8\u51fa\u4e00\u6b3e\u4ee3\u53f7\u4e3aOperator\u7684\u65b0\u578b\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff0c\u5b83\u5c06\u4f7fChatGPT\u80fd\u591f\u4ee3\u8868\u7528\u6237\u5b8c\u6210\u7535\u8111\u64cd\u4f5c\u3002\u636e\u5f6d\u535a\u793e\u62a5\u9053\uff0c\u8be5\u516c\u53f8\u9886\u5bfc\u5c42\u5728\u5468\u4e09\u7684\u5458\u5de5\u4f1a\u8bae\u4e0a\u5ba3\u5e03\u4e86\u8fd9\u4e00\u6d88\u606f\u3002\u8be5\u516c\u53f8\u8ba1\u5212\u901a\u8fc7\u5f00\u53d1\u8005API\u4f5c\u4e3a\u7814\u7a76\u9884\u89c8\u63a8\u51fa\u8fd9\u9879\u65b0\u529f\u80fd\u3002<\/p>\n\n\n\n

11\u670815\u65e5\uff0c\u817e\u8baf\u6b63\u5f0f\u63a8\u51fa\u65b0\u7684AI\u4ea7\u54c1\uff0c\u540d\u4e3aima.copilot\uff08\u667a\u80fd\u5de5\u4f5c\u53f0\uff09\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u63d0\u4f9b\u83b7\u53d6\u77e5\u8bc6\u3001\u641c\u7d22\u3001\u521b\u4f5c\u6587\u5b57\u548c\u56fe\u50cf\u7b49\u529f\u80fd\u3002ima\u4e0d\u4ec5\u80fd\u591f\u641c\u7d22\u5168\u7f51\u4fe1\u606f\uff0c\u8fd8\u80fd\u6253\u901a\u5fae\u4fe1\u516c\u4f17\u53f7\u6587\u7ae0\u751f\u6001\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u4ece\u6d77\u91cf\u4f18\u8d28\u77e5\u8bc6\u4e2d\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u4fe1\u606f\u3002\u8fd9\u6b3e\u4ea7\u54c1\u8fd8\u652f\u6301Mac\u7248\u548cWindows\u7248\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u9ad8\u6548\u7684\u77e5\u8bc6\u83b7\u53d6\u548c\u4f7f\u7528\u4f53\u9a8c\u3002<\/p>\n\n\n\n

\u667a\u8c31AI\u53d1\u5e03”\u667a\u8c31\u6e05\u6d41”\u4f01\u4e1a\u7ea7\u667a\u80fd\u4f53\u5f00\u53d1\u5e73\u53f0\uff0c\u8fd9\u662f\u4e13\u95e8\u4e3a\u4f01\u4e1aAI\u5e94\u7528\u843d\u5730\u800c\u6253\u9020\u7684\u667a\u80fd\u4f53\u5f00\u53d1\u5e73\u53f0\u3002\u8be5\u5e73\u53f0\u63d0\u4f9b\u4e86Agents\u3001Workflow\u3001\u77e5\u8bc6\u7ba1\u7406\u7b49\u591a\u79cd\u5de5\u5177\uff0c\u652f\u6301API\u3001SDK\u3001URL\u96c6\u6210\uff0c\u5e76\u5229\u7528\u667a\u8c31\u5927\u6a21\u578b\u6280\u672f\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u6784\u5efa\u4e13\u4e1a\u7ea7\u667a\u80fd\u4f53\uff0c\u5b9e\u73b0\u5927\u6a21\u578b\u5230\u4e1a\u52a1\u573a\u666f\u7684\u5feb\u901f\u5e94\u7528\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u8ba1\u5212\u5728\u4e0b\u4e2a\u6708\u4e3aCopilot\u5f15\u5165\u65b0\u529f\u80fd\uff0c\u7528\u6237\u5c06\u80fd\u591f\u9009\u62e9\u5173\u95ed\u6216\u542f\u7528\u7f51\u7edc\u641c\u7d22\u3002\u8fd9\u4e00\u65b0\u9009\u9879\u5c06\u5141\u8bb8\u7528\u6237\u662f\u5426\u5c06\u7f51\u7edc\u641c\u7d22\u67e5\u8be2\u53d1\u9001\u5230Microsoft Bing\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u65b0\u7684\u63a7\u5236\u9009\u9879\u7981\u7528\u6216\u542f\u7528\u7f51\u7edc\u641c\u7d22\uff0c\u4ece\u800c\u66f4\u597d\u5730\u63a7\u5236AI\u804a\u5929\u7684\u4f7f\u7528\u4f53\u9a8c\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5728App Store\u4e0a\u6b63\u5f0f\u63a8\u51fa\u4e86\u5176Gemini\u4eba\u5de5\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u7684iOS\u7248\u672c\u3002\u8fd9\u4f7f\u5f97iPhone\u7528\u6237\u53ef\u4ee5\u4f7f\u7528Gemini\u5e94\u7528\u7a0b\u5e8f\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5168\u65b0\u7684AI\u4ea4\u4e92\u4f53\u9a8c\u3002Gemini\u5e94\u7528\u5305\u62ec\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u5982Gemini Live\u6a21\u5f0f\uff0c\u652f\u6301\u5b9e\u65f6\u8bed\u97f3\u5bf9\u8bdd\u529f\u80fd\uff0c\u4ee5\u53ca\u4e0e\u5176\u4ed6\u5e94\u7528\u7a0b\u5e8f\u65e0\u7f1d\u8fde\u63a5\u7684\u529f\u80fd\u3002Gemini\u5e94\u7528\u7684iOS\u7248\u672c\u589e\u52a0\u4e86\u7075\u52a8\u5c9b\u96c6\u6210\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u6587\u672c\u6216\u8bed\u97f3\u4e0e\u8c37\u6b4c\u7684AI\u8fdb\u884c\u4e92\u52a8\u3002<\/p>\n\n\n\n

\u6708\u4e4b\u6697\u9762\u521b\u59cb\u4eba\u6768\u690d\u9e9f\u6307\u51fa\uff0cAI \u7684\u53d1\u5c55\u5173\u952e\u662f\u63d0\u5347 \u300c\u601d\u8003\u80fd\u529b\u300d\uff0c\u5e76\u900f\u9732\u516c\u53f8 AI \u52a9\u624b kimi \u6708\u4f7f\u7528\u4eba\u6570\u8fbe 3600 \u4e07\uff0c\u540c\u65f6\u65b0\u6570\u5b66\u6a21\u578b k0-math \u5c06\u7528\u4e8e k12 \u6559\u80b2\u548c\u63d0\u5347 kimi \u641c\u7d22\u80fd\u529b\u3002<\/p>\n\n\n\n

Codeium\u63a8\u51fa\u7684\u65b0IDE Windsurf\u3002\u5176\u4e2d\u7684Cascade\u5177\u6709\u9ad8\u989c\u503c\u548c\u5f3a\u5927\u529f\u80fd\uff0c\u96c6\u6210\u4e86Cursor\u7684\u6240\u6709\u529f\u80fd\uff0c\u8fd8\u652f\u6301\u5728IDE\u5185\u90e8\u8fd0\u884c\u7ec8\u7aef\u547d\u4ee4\u3002Windsurf\u7684\u7528\u6237\u754c\u9762\u53cb\u597d\uff0c\u652f\u6301\u76f4\u89c2\u7684VSCode\u79fb\u690d\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5f88\u597d\u7684\u7f16\u7a0b\u73af\u5883\u3002<\/p>\n\n\n\n

issue95 2024.11.18-11.24<\/strong><\/p>\n\n\n\n

OpenAI\u66f4\u65b0GPT-4o\u6a21\u578b\u7248\u672c\u81f3GPT-4o-2024-11-20\u3002\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u5904\u7406\u6587\u672c\uff0c\u8fd8\u53ef\u4ee5\u7406\u89e3\u548c\u751f\u6210\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u591a\u79cd\u683c\u5f0f\u7684\u5185\u5bb9\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u5177\u6709\u9884\u6d4b\u8f93\u51fa\u529f\u80fd\uff0c\u53ef\u4ee5\u663e\u8457\u52a0\u5feb\u6a21\u578b\u7684\u8f93\u51fa\u901f\u5ea6\u3002\u8fd9\u4e2a\u6a21\u578b\u5df2\u7ecf\u53ef\u4ee5\u5728OpenAI API\u53ca\u4e00\u4e9b\u7b2c\u4e09\u65b9\u5e73\u53f0\u4e0a\u4f7f\u7528\uff0c\u5e76\u4e14\u5177\u6709\u826f\u597d\u7684\u6027\u80fd\u548c\u6548\u7387\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u63a8\u51faGemini-Exp-1121\u5b9e\u9a8c\u7248\uff0c\u5728\u4ee3\u7801\u751f\u6210\u548c\u63a8\u7406\u4efb\u52a1\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u518d\u6b21\u767b\u9876\u5927\u6a21\u578b\u7ade\u6280\u573a\u699c\u9996\u3002<\/p>\n\n\n\n

Mistral\u53d1\u5e03\u591a\u6a21\u6001\u6a21\u578bPixtral Large\uff0c\u5728\u89c6\u89c9\u6570\u636e\u3001\u56fe\u8868\u7406\u89e3\u548c\u6570\u5b66\u63a8\u7406\u9886\u57df\u8d85\u8d8aGPT-4o\uff0c\u9002\u7528\u4e8e\u7814\u7a76\u3001\u6559\u80b2\u548c\u5546\u4e1a\u7528\u9014\u3002<\/p>\n\n\n\n

\u963f\u91cc\u901a\u4e49\u5343\u95ee\u53d1\u5e03Qwen2.5-Turbo AI \u6a21\u578b\uff1a\u652f\u6301100 \u4e07tokens \u4e0a\u4e0b\u6587\uff0c\u8fd9\u4e2a\u6539\u8fdb\u8ba9\u6a21\u578b\u80fd\u591f\u5904\u7406\u66f4\u957f\u7684\u6587\u672c\uff0c\u76f8\u5f53\u4e8e\u7ea6100\u4e07\u82f1\u8bed\u5355\u8bcd\u6216150\u4e07\u6c49\u5b57\u3002\u8fd9\u79cd\u957f\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u957f\u5ea6\u53ef\u4ee5\u5bb9\u7eb310\u90e8\u5b8c\u6574\u5c0f\u8bf4\u6216150\u5c0f\u65f6\u7684\u6f14\u8bb2\u7a3f\u3002\u8fd9\u4e00\u7279\u6027\u53ef\u4ee5\u4f7f\u6a21\u578b\u5904\u7406\u66f4\u52a0\u590d\u6742\u548c\u8be6\u7ec6\u7684\u4fe1\u606f\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u8ba4\u77e5\u548c\u63a8\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n

\u5e7b\u65b9DeepSeek\u56e2\u961f\u63a8\u51fa\u4e86\u5176\u6700\u65b0\u7684\u6a21\u578b\u2014\u2014DeepSeek-R1-Lite\uff0c\u8be5\u6a21\u578b\u5728\u6570\u5b66\u3001\u7f16\u7a0b\u7b49\u590d\u6742\u903b\u8f91\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u5ab2\u7f8eOpenAI\u7684o1-preview\u6a21\u578b\uff0c\u5e76\u5728\u7f8e\u56fd\u6570\u5b66\u7ade\u8d5b\uff08AMC\uff09\u548c\u5168\u7403\u9876\u7ea7\u7f16\u7a0b\u7ade\u8d5b\uff08Codeforces\uff09\u7b49\u8bc4\u6d4b\u4e2d\u8d85\u8d8aGPT-4o\u3002<\/p>\n\n\n\n

\u5938\u514b\u4e0a\u7ebf\u201c\u5b66\u672f\u641c\u7d22\u201dAI\u5de5\u5177\uff0c\u63d0\u5347\u5b66\u672f\u5de5\u4f5c\u4e2d\u7684\u4fe1\u606f\u83b7\u53d6\u3001\u521b\u4f5c\u548c\u5904\u7406\u6548\u7387\uff0c\u652f\u6301\u751f\u6210\u5b66\u672f\u5927\u7eb2\u548cPPT\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u53d1\u5e03AI\u5f00\u53d1\u5e73\u53f0Azure AI Foundry\u3002\u65e8\u5728\u5e2e\u52a9\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528\u5c16\u7aef\u7684AI\u529f\u80fd\uff0c\u6539\u53d8AI\u5f00\u53d1\u7684\u6e38\u620f\u89c4\u5219\u3002Azure AI Foundry\u63d0\u4f9b\u4e86\u4e00\u6574\u5957\u5de5\u5177\uff0c\u652f\u6301\u4ece\u6a21\u578b\u8bad\u7ec3\u5230\u90e8\u7f72\u7684\u5404\u4e2a\u73af\u8282\uff0c\u5305\u62ec\u6587\u672c\u751f\u6210\u3001\u56fe\u50cf\u5904\u7406\u548c\u97f3\u9891\u5904\u7406\u7b49\uff0c\u8ba9\u7528\u6237\u66f4\u8f7b\u677e\u5730\u5728\u652f\u6301\u4eba\u5de5\u667a\u80fd\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e4b\u95f4\u5207\u6362\u3002\u8be5\u5e73\u53f0\u8fd8\u6574\u5408\u4e86\u591a\u4e2a\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u5982OpenAI\u7684GPT-4\u7cfb\u5217\u3001DALLE-3\u3001Whisper\u4ee5\u53caEmbeddings\u6a21\u578b\u7b49\u3002\u8fd9\u4e9b\u6a21\u578b\u62e5\u6709\u4f18\u8d8a\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u80fd\u529b\uff0c\u6709\u52a9\u4e8e\u5e2e\u52a9\u5f00\u53d1\u8005\u6784\u5efa\u548c\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u3002<\/p>\n\n\n\n

issue96 2024.11.25-12.1<\/strong><\/p>\n\n\n\n

\u672c\u5468\uff0cChatGPT\u4e0a\u7ebf\u5df2\u6ee1\u4e24\u5468\u5e74\uff0cCNNIC\u53d1\u5e03\u7684\u300a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u53d1\u5c55\u62a5\u544a\u300b\u663e\u793a\uff0c\u622a\u81f32024\u5e746\u6708\uff0c\u6211\u56fd\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u7684\u7528\u6237\u89c4\u6a21\u8fbe2.3\u4ebf\u4eba\u3002<\/p>\n\n\n\n

Cursor 0.43\u7248\u672c\u66f4\u65b0\u5f15\u5165\u4e86\u65b0\u7684Composer Agent\u529f\u80fd\uff0c\u8fd9\u662f\u8be5\u7f16\u8f91\u5668\u7684\u4e00\u9879\u91cd\u5927\u6539\u8fdb\u3002\u8be5\u529f\u80fd\u80fd\u591f\u5b9e\u73b0\u81ea\u4e3b\u9009\u62e9\u4e0a\u4e0b\u6587\u3001\u64cd\u4f5c\u7ec8\u7aef\u548c\u81ea\u52a8\u5b8c\u6210\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u5e76\u5bf9\u7528\u6237\u754c\u9762\u548c\u6027\u80fd\u8868\u73b0\u8fdb\u884c\u4e86\u4f18\u5316\u3002\u8be5\u529f\u80fd\u5177\u5907\u5b8c\u6574\u7684\u9879\u76ee\u7406\u89e3\u548c\u7f16\u8f91\u80fd\u529b\uff0c\u5e76\u5bf9\u9879\u76ee\u8fdb\u884c\u6df1\u5ea6\u89e3\u6790\u3002\u4f17\u591a\u7528\u6237\u5bf9\u8fd9\u4e00\u65b0\u529f\u80fd\u8868\u793a\u5174\u594b\uff0c\u5e76\u79f0\u5176\u4e3a\u65b0\u7248\u672c\u6700\u5927\u4eae\u70b9\u4e4b\u4e00\u3002<\/p>\n\n\n\n

Claude\u63a8\u51fa\u65b0\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u9884\u8bbe\u6837\u5f0f\u548c\u81ea\u5b9a\u4e49\u6837\u5f0f\u6765\u81ea\u5b9a\u4e49\u5bf9\u8bdd\u7684\u8bed\u6c14\u548c\u5f62\u5f0f\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u4e0a\u4f20\u5199\u4f5c\u6837\u672c\u6216\u63cf\u8ff0\u9700\u6c42\u4e24\u79cd\u65b9\u5f0f\u6765\u8bbe\u7f6eAI\u56de\u590d\u7684\u8bed\u6c14\u548c\u5f62\u5f0f\uff0c\u4ee5\u5b9e\u73b0\u66f4\u52a0\u81ea\u7136\u3001\u9ad8\u6548\u7684\u4eba\u673a\u4e92\u52a8\u3002\u8fd9\u9879\u529f\u80fd\u8ba9\u7528\u6237\u80fd\u591f\u6253\u9020\u66f4\u5177\u4e2a\u6027\u5316\u548c\u8d34\u5408\u4f7f\u7528\u573a\u666f\u7684\u6587\u672c\u751f\u6210\u98ce\u683c\u3002<\/p>\n\n\n\n

Anthropic \u63a8\u51fa\u540d\u4e3a\u201c\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\u201d\uff08MCP\uff09\u7684\u5f00\u653e\u6807\u51c6\uff0c\u65e8\u5728\u901a\u8fc7\u7edf\u4e00\u7684\u5ba2\u6237\u7aef-\u670d\u52a1\u5668\u67b6\u6784\u89e3\u51b3 LLM \u5e94\u7528\u4e0e\u6570\u636e\u6e90\u8fde\u63a5\u7684\u96be\u9898\u3002\u5b83\u652f\u6301\u901a\u8fc7\u540c\u4e00\u534f\u8bae\u8bbf\u95ee\u672c\u5730\u8d44\u6e90\uff08\u5982\u6570\u636e\u5e93\u3001\u6587\u4ef6\uff09\u548c\u8fdc\u7a0b\u8d44\u6e90\uff08\u5982 Slack\u3001GitHub API\uff09\uff0c\u65e0\u9700\u5b9a\u5236\u96c6\u6210\u3002MCP \u4e0d\u4ec5\u5171\u4eab\u6570\u636e\uff0c\u8fd8\u53ef\u516c\u5f00\u5de5\u5177\u548c\u4ea4\u4e92\u6a21\u677f\uff0c\u4e14\u5185\u7f6e\u5b89\u5168\u6027\uff0c\u786e\u4fdd\u8d44\u6e90\u7531\u670d\u52a1\u5668\u5b8c\u5168\u638c\u63a7\u3002\u76ee\u524d MCP \u652f\u6301\u672c\u5730\u8fd0\u884c\uff0c\u672a\u6765\u5c06\u5f15\u5165\u4f01\u4e1a\u7ea7\u8ba4\u8bc1\u7684\u8fdc\u7a0b\u652f\u6301\uff0c\u5b9e\u73b0\u56e2\u961f\u95f4\u7684\u5b89\u5168\u5171\u4eab\u3002\u901a\u8fc7 Claude \u684c\u9762\u5e94\u7528\uff0c\u5f00\u53d1\u8005\u53ef\u5728\u77ed\u65f6\u95f4\u5185\u96c6\u6210 MCP\uff0c\u5feb\u901f\u8fde\u63a5\u591a\u79cd\u6570\u636e\u6e90\uff0c\u63a8\u52a8 AI \u96c6\u6210\u7684\u6807\u51c6\u5316\u53d1\u5c55\u3002<\/p>\n\n\n\n

11\u670828\u65e5\uff0c\u963f\u91cc\u4e91\u901a\u4e49\u56e2\u961f\u53d1\u5e03\u5168\u65b0AI\u63a8\u7406\u6a21\u578bQwQ-32B-Preview\uff0c\u5e76\u540c\u6b65\u5f00\u6e90\u3002\u8bc4\u6d4b\u6570\u636e\u663e\u793a\uff0c\u9884\u89c8\u7248\u672c\u7684QwQ\uff0c\u5df2\u5c55\u73b0\u51fa\u7814\u7a76\u751f\u6c34\u5e73\u7684\u79d1\u5b66\u63a8\u7406\u80fd\u529b\uff0c\u5728\u6570\u5b66\u548c\u7f16\u7a0b\u65b9\u9762\u8868\u73b0\u5c24\u4e3a\u51fa\u8272\uff0c\u6574\u4f53\u63a8\u7406\u6c34\u5e73\u6bd4\u80a9OpenAI o1\u3002<\/p>\n\n\n\n

\u963f\u91cc\u5df4\u5df4\u5f00\u6e90Qwen2vl – Flux\u6a21\u578b\uff0c\u5177\u5907\u56fe\u50cf\u53d8\u5316\u4e0e\u6df7\u5408\u529f\u80fd\uff0c\u53ef\u751f\u6210\u591a\u6837\u6548\u679c\uff0c\u63a8\u52a8\u56fe\u50cf\u751f\u6210\u6280\u672f\u53d1\u5c55\u3002<\/p>\n\n\n\n

\u4e2d\u79d1\u9662\u81ea\u52a8\u5316\u6240\u548c\u6b66\u6c49\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u8054\u5408\u53d1\u5e03\u4e86\u201c\u7d2b\u4e1c\u592a\u521d\u201d3.0\uff0c\u8fd9\u662f\u5168\u7403\u9996\u4e2a\u5343\u4ebf\u53c2\u6570\u91cf\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u3002\u8be5\u6a21\u578b\u91c7\u7528\u4e86\u7edf\u4e00\u7684\u7f16\u7801\u65b9\u6cd5\uff0c\u5177\u6709\u51fa\u8272\u7684\u80fd\u529b\uff0c\u7b97\u6cd5\u548c\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u4e5f\u5728\u540c\u6b65\u63a8\u8fdb\u3002<\/p>\n\n\n\n

Hugging Face\u63a8\u51faSmolVLM\uff0c20\u4ebf\u53c2\u6570\uff0c\u4f53\u79ef\u5c0f\u901f\u5ea6\u5feb\u5185\u5b58\u9ad8\u6548\uff0c\u9002\u7528\u4e8e\u7aef\u4fa7\u63a8\u7406\uff0c\u57fa\u51c6\u6d4b\u8bd5\u8868\u73b0\u51fa\u8272\u3002<\/p>\n\n\n\n

\u6606\u4ed1\u4e07\u7ef4\u6700\u65b0\u63a8\u51fa\u7684\u201c\u5929\u5de5\u5927\u6a21\u578b4.0\u201do1\u7248\uff08Skywork o1\uff09\u662f\u56fd\u5185\u9996\u4e2a\u5177\u5907\u4e2d\u6587\u590d\u6742\u63a8\u7406\u80fd\u529b\u7684o1\u6a21\u578b\u3002\u8fd9\u4e00\u6a21\u578b\u5728\u6a21\u578b\u8f93\u51fa\u4e2d\u5185\u751f\u4e86\u601d\u8003\u3001\u8ba1\u5212\u548c\u53cd\u601d\u7b49\u80fd\u529b\uff0c\u4ece\u800c\u663e\u8457\u63d0\u5347\u4e86\u63a8\u7406\u80fd\u529b\u3001\u89e3\u51b3\u590d\u6742\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u88ab\u89c6\u4e3a\u5177\u6709\u6162\u601d\u8003\u63a8\u7406\u80fd\u529b\u7684\u7cfb\u5217\u6a21\u578b\u3002<\/p>\n\n\n\n

\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u6700\u8fd1\u5411\u516c\u4f17\u5f00\u653e\u4e86\u4e66\u751f\u00b7\u6d66\u8bed\u5927\u6a21\u578b\uff0c\u5e76\u53d1\u5e03\u4e86InternThinker\u5f3a\u63a8\u7406\u6a21\u578b\u3002\u8fd9\u4e2aInternThinker\u6a21\u578b\u62e5\u6709\u5353\u8d8a\u7684\u957f\u601d\u7ef4\u80fd\u529b\u548c\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u81ea\u6211\u53cd\u601d\u548c\u7ea0\u6b63\u7684\u80fd\u529b\u3002\u5b83\u80fd\u5728\u6570\u5b66\u3001\u4ee3\u7801\u548c\u903b\u8f91\u8c1c\u9898\u7b49\u590d\u6742\u4efb\u52a1\u4e2d\u5c55\u73b0\u51fa\u66f4\u4f18\u8d8a\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n

\u6263\u5b50\u53d1\u5e03\u5e94\u7528IDE\u3002\u53ef\u901a\u8fc7UI Builder\u5feb\u901f\u642d\u5efa\u7528\u6237\u754c\u9762\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u5173\u5fc3\u914d\u7f6e\u73af\u5883\u548c\u670d\u52a1\u90e8\u7f72\u7b49\u6b65\u9aa4\u3002\u4f7f\u7528IDE\u53ef\u4ee5\u8f7b\u677e\u5730\u5728\u591a\u79cd\u6280\u672f\u6808\u4e2d\u521b\u5efa\u57fa\u4e8eLLM\u7684\u53ef\u4ea4\u4e92\u7684\u7528\u6237\u754c\u9762\u3002\u6b64\u5916\uff0cIDE\u8fd8\u652f\u6301\u5c06\u63d2\u4ef6\u53d1\u5e03\u5230\u4e0d\u540c\u7684\u793e\u4ea4\u5e73\u53f0\u548c\u901a\u8baf\u8f6f\u4ef6\u3002<\/p>\n\n\n\n

\u667a\u8c31\u4e8e11\u670829\u65e5\u4e3e\u884cAgent OpenDay\u6d3b\u52a8\uff0c\u5e26\u6765\u4e86\u591a\u4e2a\u65b0\u8fdb\u5c55\uff1a\u2022 AutoGLM \u53ef\u4ee5\u2f83\u4e3b\u6267\u2f8f\u8d85\u8fc7 50 \u6b65\u7684\u2ed3\u6b65\u9aa4\u64cd\u4f5c\uff0c\u4e5f\u53ef\u4ee5\u8de8 app \u6267\u2f8f\u4efb\u52a1\uff1b\u2022 AutoGLM\u5f00\u542f\u300c\u5168\u2f83\u52a8\u300d\u4e0a\u2f79\u65b0\u4f53\u9a8c\uff0c\u2f40\u6301\u7b49\u6570\u2f17\u4e2a\u2f79\u7ad9\u7684\u2f46\u2f08\u9a7e\u9a76\uff1b\u2022 \u50cf\u2f08\u2f00\u6837\u64cd\u4f5c\u8ba1\u7b97\u673a\u7684GLM-PC \u542f\u52a8\u5185\u6d4b\uff0c\u57fa\u4e8e\u89c6\u89c9\u591a\u6a21\u6001\u6a21\u578b\u5b9e\u73b0\u901a\u2f64Agent\u7684\u6280\u672f\u63a2\u7d22\u3002<\/p>\n\n\n\n

360\u96c6\u56e2\u63a8\u51fa\u7eb3\u7c73\u641c\u7d22\u591a\u6a21\u6001\u5185\u5bb9\u521b\u4f5c\u5f15\u64ce\uff0c\u96c6\u641c\u7d22\u3001\u5b66\u4e60\u3001\u5199\u4f5c\u548c\u521b\u4f5c\u4e3a\u4e00\u4f53\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n

\u8054\u60f3\u5ba3\u5e03\u767e\u5e94\u5e73\u53f0\u5347\u7ea7\u4e3a IT \u670d\u52a1\u667a\u80fd\u4f53\uff0c\u6db5\u76d6AI\u8425\u9500\u3001AI\u529e\u516c\u3001AI\u670d\u52a1\u4e09\u9879AI\u5e94\u7528\u3002<\/p>\n\n\n\n

\u817e\u8baf\u6df7\u5143\u5927\u6a21\u578b\u5c06\u4e8e12\u67083\u65e5\u6b63\u5f0f\u4e0a\u7ebf\u89c6\u9891\u751f\u6210\u80fd\u529b\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u817e\u8baf\u5143\u5b9dApp\u4e2d\u63d0\u4ea4\u7533\u8bf7\u8bd5\u7528\u3002<\/p>\n\n\n\n

issue97 2024.12.2-12.8<\/strong><\/p>\n\n\n\n

12\u67083\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u5927\u6a21\u578b\u6b63\u5f0f\u4e0a\u7ebf\u89c6\u9891\u751f\u6210\u80fd\u529b\u3002\u6b64\u6b21\u66f4\u65b0\u4e2d\uff0cHunYuan-Video\u6a21\u578b\u7ecf\u5386\u4e86\u56db\u9879\u6838\u5fc3\u6539\u8fdb\uff1a1\u3001\u5f15\u5165\u8d85\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u7cfb\u7edf\uff0c\u63d0\u5347\u89c6\u9891\u753b\u8d28\uff1b2\u3001\u91c7\u7528\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLM\uff09\uff0c\u4f18\u5316\u6587\u672c\u4e0e\u56fe\u50cf\u7684\u5bf9\u9f50\uff1b3\u3001\u4f7f\u7528130\u4ebf\u53c2\u6570\u7684\u5168\u6ce8\u610f\u529b\u673a\u5236\uff08DIT\uff09\u548c\u53cc\u6a21\u6001ScalingLaw\uff0c\u589e\u5f3a\u65f6\u7a7a\u5efa\u6a21\u4e0e\u52a8\u6001\u8868\u73b0\uff1b4\u3001\u91c7\u7528\u81ea\u78143D VAE\u67b6\u6784\uff0c\u63d0\u5347\u56fe\u50cf\u548c\u89c6\u9891\u7684\u91cd\u5efa\u80fd\u529b\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u817e\u8baf\u5ba3\u5e03\u5c06\u8fd9\u6b3e\u62e5\u6709130\u4ebf\u53c2\u6570\u89c4\u6a21\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u5f00\u6e90\u3002\u76ee\u524d\uff0c\u8be5\u6a21\u578b\u5df2\u5728APP\u4e0eWeb\u7aef\u53d1\u5e03\uff0c\u5176\u6807\u51c6\u6a21\u5f0f\u4e0b\u7684\u89c6\u9891\u751f\u6210\u5927\u7ea6\u9700\u8981120\u79d2\u5b8c\u6210\u3002<\/p>\n\n\n\n

\u667a\u8c31AI\u5ba3\u5e03GLM-4V-Flash\u73b0\u5df2\u5b8c\u5168\u514d\u8d39\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528GLM-4V-Flash\u514d\u8d39\u6784\u5efa\u4e13\u5c5e\u6a21\u578b\u548c\u5e94\u7528\u3002\u8fd9\u662f\u9996\u4e2a\u5b8c\u5168\u514d\u8d39\u7684\u89c6\u89c9\u5927\u6a21\u578bAPI\u3002<\/p>\n\n\n\n

12\u67084\u65e5\uff0cOpenAI\u9996\u5e2d\u6267\u884c\u5b98Sam Altman\u5ba3\u5e03\u4ece12\u67085\u65e5\u5f00\u59cb\u4e3a\u671f12\u5929\u7684\u300cOpenAI 12 \u5929\u300d\u5723\u8bde\u5927\u793c\u5305\u6d3b\u52a8\uff0c\u5c06\u8fde\u7eed12\u4e2a\u5de5\u4f5c\u65e5\u53d1\u5e03\u65b0\u7684AI\u529f\u80fd\u548c\u4ea7\u54c1\u3002<\/p>\n\n\n\n

12\u67085\u65e5\uff0cOpenAI\u901a\u8fc7\u4e00\u573a\u5c0f\u578b\u76f4\u64ad\u53d1\u5e03\u4e86o1\u6a21\u578b\u6b63\u5f0f\u7248\u3001o1 Pro mode\u4ee5\u53ca\u6bcf\u6708200\u7f8e\u5143\u7684ChatGPT Pro\u7248\u8ba2\u9605\u3002OpenAI \u5c06 ChatGPT Pro \u8ba2\u9605\u7528\u6237\u4f7f\u7528\u7684 o1 \u6a21\u578b\u6a21\u5f0f\u547d\u540d\u4e3a OpenAI o1 Pro\uff0c\u8be5\u6a21\u5f0f\u5c06\u4f7f\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u4e3a\u6700\u96be\u7684\u95ee\u9898\u63d0\u4f9b\u6700\u4f73\u7b54\u6848\u3002\u4e5f\u6b63\u662f\u56e0\u4e3a\u529f\u80fd\u8db3\u591f\u5f3a\u5927\u4ee5\u53ca\u9700\u8981\u66f4\u591a\u7684\u8ba1\u7b97\uff0c\u7528\u6237\u5728\u4f7f\u7528 o1 Pro \u65f6\u53ef\u80fd\u4f1a\u9047\u5230\u5ef6\u8fdf\u589e\u52a0\u95ee\u9898\uff0cOpenAI \u4f1a\u5728 ChatGPT \u91cc\u663e\u793a\u8fdb\u5ea6\u6761\u4ee5\u4fbf\u63d0\u793a\u5f53\u524d\u8ddd\u79bb\u51fa\u73b0\u56de\u7b54\u8fd8\u9700\u8981\u591a\u5c11\u65f6\u95f4\u3002\u540e\u7eed OpenAI o1 \u6a21\u578b\u6b63\u5f0f\u7248\u4e5f\u5c06\u652f\u6301 API \u8bbf\u95ee\uff0c\u652f\u6301\u5305\u62ec\u51fd\u6570\u8c03\u7528\u548c\u56fe\u50cf\u5206\u6790\u7b49\u529f\u80fd\u3002<\/p>\n\n\n\n

OpenAI\u6b63\u5728\u5411\u90e8\u5206\u7528\u6237\u63a8\u51faChatGPT\u7684\u201cAll Tools\u201d\u529f\u80fd\uff0c\u5c06\u56fe\u50cf\u751f\u6210\u3001\u641c\u7d22\u3001Canvas\u7b49\u529f\u80fd\u6574\u5408\uff0c\u53ef\u5728\u540c\u4e00\u6a21\u578b\u4e2d\u4f7f\u7528\u3002<\/p>\n\n\n\n

12\u67086\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day2\uff0c\u53d1\u5e03\u4e86\u201c\u5f3a\u5316\u5fae\u8c03\u201d\uff08RFT\uff09\uff0c\u652f\u6301\u5bf9o1 mini\u548cGPT-4o\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u5c06\u4e8e\u660e\u5e74\u7b2c\u4e00\u5b63\u5ea6\u6b63\u5f0f\u63a8\u51fa\u3002<\/p>\n\n\n\n

Meta\u53d1\u5e03Llama 3.3 70B\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u8fbe\u5230\u4e86405B\u6a21\u578b\u7684\u6027\u80fd\u6c34\u5e73\uff0c\u4f46\u4f53\u79ef\u66f4\u5c0f\uff0c\u6210\u672c\u66f4\u4f4e\u3002<\/p>\n\n\n\n

xAI\u516c\u53f8\u4e3a\u5176AI\u52a9\u624bGrok\u589e\u52a0\u4e86\u540d\u4e3aAurora\u7684\u65b0\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u76ee\u524d\u5df2\u5728Grok\u7684Web\u548c\u79fb\u52a8\u5ba2\u6237\u7aef\u4e2d\u4e0a\u7ebf\uff0c\u751f\u6210\u6548\u679c\u636e\u79f0\u4f18\u4e8e\u4e4b\u524d\u7684Flux\u6a21\u578b\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u63a8\u51fa\u5168\u65b0\u7684 Copilot Vision \u529f\u80fd\uff0c\u5b83\u901a\u8fc7\u5d4c\u5165\u5230 Edge \u6d4f\u89c8\u5668\u4e2d\uff0c\u63d0\u4f9b\u5b9e\u65f6\u7f51\u9875\u5185\u5bb9\u5206\u6790\u548c\u4e92\u52a8\u3002\u5b83\u5c31\u50cf\u4f60\u7684\u7b2c\u4e8c\u53cc\u773c\u775b\u4e00\u6837\uff0c\u53ef\u4ee5\u4e0e\u4f60\u7684\u7f51\u9875\u6d4f\u89c8\u540c\u6b65\uff0c\u5b9e\u65f6\u76d1\u63a7\u4f60\u7684\u7f51\u9875\u6d4f\u89c8\u884c\u4e3a\uff0c\u80fd\u5feb\u901f\u7406\u89e3\u7f51\u9875\u5185\u5bb9\u5e76\u968f\u65f6\u51c6\u5907\u63d0\u4f9b\u4e2a\u6027\u5316\u5efa\u8bae\u548c\u8fdb\u884c\u4fe1\u606f\u5904\u7406\u6307\u5bfc\u7b49\u3002\u8fd9\u9879\u529f\u80fd\u88ab\u63cf\u8ff0\u4e3a\u4e00\u79cd\u65b0\u7684\u6d4f\u89c8\u65b9\u5f0f\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u4e0eAI\u76f4\u63a5\u4e92\u52a8\uff0c\u5171\u540c\u5b8c\u6210\u7f51\u9875\u6d4f\u89c8\u548c\u76f8\u5173\u4efb\u52a1\u3002\u76ee\u524d\uff0cCopilot Vision\u5904\u4e8e\u8bd5\u7528\u9636\u6bb5\uff0c\u5e76\u4e14\u76ee\u524d\u4ec5\u9002\u7528\u4e8eMicrosoft Edge\u6d4f\u89c8\u5668\u4e0a\u7684\u4e00\u4e9b\u7279\u5b9a\u7f51\u7ad9\u3002<\/p>\n\n\n\n

Fish Audio \u53d1\u5e03 Fish Speech 1.5\uff0c\u5728\u51c6\u786e\u6027\u3001\u7a33\u5b9a\u6027\u3001\u8de8\u8bed\u8a00\u80fd\u529b\u548c\u60c5\u611f\u8868\u8fbe\u65b9\u9762\u6709\u663e\u8457\u8fdb\u6b65\uff0c\u5e76\u65b0\u589e\u4e86\u4e94\u79cd\u8bed\u8a00\u7684\u652f\u6301\uff0c\u589e\u5f3a\u4e86\u5168\u7403\u9002\u7528\u6027\u3002\u5373\u5c06\u63a8\u51fa\u7684\u5b9e\u65f6\u65e0\u7f1d\u5bf9\u8bdd\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u968f\u65f6\u968f\u5730\u9009\u62e9\u8bed\u97f3\u5e93\u8fdb\u884c\u4ea4\u4e92\u5f0f\u804a\u5929\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u63a8\u51faGenie 2\uff0c\u4e00\u79cd\u5927\u89c4\u6a21\u57fa\u7840\u4e16\u754c\u6a21\u578b\uff0c\u53ef\u4ee5\u751f\u6210\u53ef\u4ea4\u4e92\u76843D\u4e16\u754c\u3002\u5b83\u5229\u7528\u81ea\u56de\u5f52\u6f5c\u5728\u6269\u6563\u6a21\u578b\uff0c\u7ecf\u8fc7\u81ea\u52a8\u7f16\u7801\u5668\u540e\uff0c\u89c6\u9891\u4e2d\u7684\u6f5c\u5728\u5e27\u88ab\u4f20\u9012\u5230\u5927\u578bTransformer\u52a8\u529b\u5b66\u6a21\u578b\u3002\u8fd9\u4e2a\u6a21\u578b\u53ef\u4ee5\u751f\u6210\u6301\u7eed\u65f6\u95f4\u957f\u8fbe\u4e00\u5206\u949f\u76843D\u4e16\u754c\uff0c\u540c\u65f6\u53ef\u4ee5\u4e0e\u5efa\u6a21\u7684\u5404\u79cd\u7269\u4f53\u8fdb\u884c\u4ea4\u4e92\uff0c\u5305\u62ecNPC\u3002Genie 2\u7684\u51fa\u73b0\u5f15\u53d1\u4e86AI\u6e38\u620f\u5f00\u53d1\u9886\u57df\u7684\u9ad8\u5ea6\u5173\u6ce8\u3002<\/p>\n\n\n\n

\u7f8e\u4e1c\u65f6\u95f412\u67086\u65e5\uff0cMeta\u516c\u53f8\u53d1\u5e03\u4e86\u5176Llama\u7cfb\u5217\u7684\u65b0\u6210\u5458\u2014\u2014Llama 3.3 70B\u3002\u8fd9\u6b3e\u751f\u6210\u5f0fAI\u6a21\u578b\u62e5\u670970\u4ebf\u53c2\u6570\uff0c\u65e8\u5728\u63d0\u5347\u751f\u6210\u5f0f\u6587\u672c\u7684\u8d28\u91cf\u548c\u591a\u6837\u6027\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8AI\u6280\u672f\u5728\u5404\u4e2a\u9886\u57df\u7684\u5e94\u7528\u3002Llama 3.3 70B\u7684\u63a8\u51fa\u6807\u5fd7\u7740Meta\u5728\u667a\u80fd\u751f\u6210\u6280\u672f\u65b9\u9762\u7684\u6301\u7eed\u521b\u65b0\u4e0e\u53d1\u5c55\u3002<\/p>\n\n\n\n

issue98 2024.12.9-12.15<\/strong><\/p>\n\n\n\n

12\u67089\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day3\uff0cSora\u89c6\u9891\u751f\u6210\u670d\u52a1\u6b63\u5f0f\u53d1\u5e03\uff0c\u540c\u6b65\u63a8\u51fa\u4ea7\u54c1\u7f51\u7ad9sora.com\uff0c\u5df2\u8ba2\u9605OpenAI Plus\u548cPro\u670d\u52a1\u7684\u7528\u6237\u53ef\u76f4\u63a5\u767b\u5f55\u4f7f\u7528\u3002\u80cc\u540e\u7528\u7684Sora Turbo\u662f\u7531OpenAI\u516c\u53f8\u53d1\u5e03\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u80fd\u591f\u6839\u636e\u6587\u672c\u63d0\u793a\u751f\u6210\u903c\u771f\u7684\u89c6\u9891\u3002Sora\u652f\u6301\u751f\u6210\u591a\u79cd\u89c6\u9891\u6bd4\u4f8b\u548c\u7f16\u8f91\u529f\u80fd\uff0c\u5305\u62ec1080p\u7684\u9ad8\u6e05\u89c6\u9891\u548c\u6700\u957f20\u79d2\u7684\u89c6\u9891\u957f\u5ea6\u3002\u5b83\u8fd8\u5177\u6709Remix\u529f\u80fd\uff0c\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u6587\u672c\u6765\u5feb\u901f\u4fee\u6539\u89c6\u9891\u5185\u5bb9\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u72ec\u7279\u7684\u89c6\u9891\u521b\u4f5c\u4f53\u9a8c\u3002\u53e6\u5916\uff0c\u503c\u5f97\u6ce8\u610f\u7684\u529f\u80fd\u8fd8\u6709\u201cStoryboard\u201d\uff08\u6545\u4e8b\u677f\uff09\u3002\u901a\u8fc7Storyboard\uff0c\u7528\u6237\u53ef\u4ee5\u50cf\u5bfc\u6f14\u4e00\u6837\uff0c\u4f7f\u7528\u65f6\u95f4\u8f74\u6765\u6307\u5bfc\u89c6\u9891\u7684\u521b\u4f5c\u3002\u6b64\u529f\u80fd\u5141\u8bb8\u7528\u6237\u6309\u7167\u65f6\u95f4\u6233\u9009\u62e9\u5404\u5e27\u52a8\u753b\u8981\u751f\u6210\u7684\u5185\u5bb9\uff0c\u5e76\u4ee5\u6b64\u4e32\u8054\u751f\u6210\u89c6\u9891\u5185\u5bb9\u3002<\/p>\n\n\n\n

12\u670810\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day4\uff0cCanvas\u529f\u80fd\u6b63\u5f0f\u514d\u8d39\u5f00\u653e\uff0c\u8be5\u529f\u80fd\u53ef\u4ee5\u5728ChatGPT\u4e2d\u8fd0\u884cPython\u4ee3\u7801\uff0c\u5e76\u4e0eOpenAI\u7684\u4e3b\u8981\u6a21\u578b\u6df1\u5ea6\u96c6\u6210\u3002Canvas\u8fd8\u63d0\u4f9b\u4e86\u534f\u4f5c\u6027\u3001\u62d3\u5c55\u529f\u80fd\u4ee5\u53ca\u66f4\u5e7f\u6cdb\u7684\u53ef\u7528\u6027\u3002\u6b64\u5916\uff0c\u8fd8\u652f\u6301\u76f4\u63a5\u663e\u793a\u6587\u672c\u6216\u56fe\u5f62\u8f93\u51fa\u7ed3\u679c\u3002<\/p>\n\n\n\n

12\u670810\u65e5\uff0cCognition\u7684AI\u5de5\u7a0b\u5e08Devin\u5df2\u6b63\u5f0f\u63a8\u51fa\uff0c\u7528\u6237\u6bcf\u6708\u9700\u8981\u652f\u4ed8\u9ad8\u8fbe500\u7f8e\u5143\u7684\u8ba2\u9605\u8d39\u3002\u8fd9\u4e2aAI\u7a0b\u5e8f\u5458\u88ab\u5ba3\u4f20\u4e3a\u80fd\u591f\u72ec\u7acb\u5f00\u53d1\u548c\u4fee\u590dbug\uff0c\u8ba2\u9605\u8fd8\u5305\u62ecSlack\u96c6\u6210\u3001IDE\u6269\u5c55\u548cAPI\uff0c\u5e76\u63d0\u4f9b\u5165\u804c\u57f9\u8bad\u548c\u652f\u6301\u3002\u867d\u7136\u8d39\u7528\u8f83\u9ad8\uff0c\u4f46Devin\u88ab\u8ba4\u4e3a\u6700\u9002\u5408\u5b8c\u6210\u5c0f\u578b\u4efb\u52a1\uff0c\u6bd4\u5982Bug\u4fee\u590d\u548c\u6d4b\u8bd5\u751f\u6210\u3002<\/p>\n\n\n\n

12\u670811\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day5\uff0cChatGPT\u4e0eiOS\u7684\u96c6\u6210\u6b63\u5f0f\u5728iOS18.2\u7248\u672c\u63a8\u9001\u3002\u5728iOS 18.2\u4e2d\uff0c\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u65b0\u529f\u80fd\u4e4b\u4e00\u662fSiri\u96c6\u6210\u4e86ChatGPT\u3002\u5f53Siri\u9047\u5230\u65e0\u6cd5\u72ec\u7acb\u89e3\u51b3\u7684\u95ee\u9898\u65f6\uff0c\u5b83\u5c06\u80fd\u591f\u76f4\u63a5\u8c03\u7528ChatGPT\u6765\u63d0\u4f9b\u5e2e\u52a9\uff0cChatGPT\u4f5c\u4e3aSiri\u7684Extension\uff0c\u901a\u8fc7Siri\u8bf7\u6c42ChatGPT\uff0c\u4f1a\u8bdd\u5386\u53f2\u4e5f\u4f1a\u4fdd\u5b58\u5230ChatGPT\u5e10\u53f7\u4e2d\u3002\u8fd9\u4e00\u529f\u80fd\u7684\u5b9e\u73b0\uff0c\u4e0d\u4ec5\u63d0\u5347\u4e86Siri\u7684\u667a\u80fd\u6c34\u5e73\uff0c\u4e5f\u4e3a\u7528\u6237\u5e26\u6765\u4e86\u66f4\u52a0\u4e30\u5bcc\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002\u5728\u9690\u79c1\u4fdd\u62a4\u65b9\u9762\uff0c\u901a\u8fc7ChatGPT\u5904\u7406\u7684\u6240\u6709\u8bf7\u6c42\u90fd\u662f\u533f\u540d\u53d1\u9001\u7684\uff0c\u5145\u5206\u4fdd\u62a4\u4e86\u7528\u6237\u7684\u9690\u79c1\u5b89\u5168\u3002<\/p>\n\n\n\n

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12\u670812\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day6\uff0c\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u4e2d\u52a0\u5165\u4e86\u89c6\u9891\u901a\u8bdd\u548c\u5723\u8bde\u8001\u4eba\u8bed\u97f3\u3002\u652f\u6301 50 \u591a\u79cd\u8bed\u8a00\u7684 ChatGPT \u80fd\u591f\u5b9e\u65f6\u7406\u89e3\u89c6\u89c9\u573a\u666f\uff0c\u5e2e\u52a9\u4f60\u89e3\u51b3\u95ee\u9898\uff0c\u751a\u81f3\u5316\u8eab AI \u5bfc\u5e08\u6559\u4f60\u638c\u63e1\u65b0\u4e8b\u7269\u3002\u53e6\u5916\uff0c\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u4e0b\u8fd8\u80fd\u901a\u8fc7\u4e0b\u62c9\u83dc\u5355\u4e2d\u7684\u5c4f\u5e55\u5171\u4eab\u529f\u80fd\uff08\u9700\u5141\u8bb8iPhone\u5c4f\u5e55\u5f55\u5236\uff09\u8ba9ChatGPT\u201c\u770b\u201d\u5230\u5c4f\u5e55\u663e\u793a\u753b\u9762\u5e76\u5b9e\u65f6\u4ea4\u6d41\u3002<\/p>\n\n\n\n

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12\u670813\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day7\uff0c\u5e26\u6765\u4e86 ChatGPT \u7684\u4e00\u4e2a\u65b0\u529f\u80fd Projects\uff08\u9879\u76ee\uff09\uff0c\u901a\u8fc7\u9879\u76ee\u53ef\u4ee5\u4f60\u53ef\u4ee5\u4e0a\u4f20\u6587\u4ef6\u3001\u8bbe\u7f6e\u81ea\u5b9a\u4e49\u6307\u4ee4\uff0c\u7c7b\u4f3c\u4e8e GPTs\uff0c\u4f46\u662f\u4e0d\u540c\u4e8e GPTs \u7684\u4e3b\u8981\u662f\u4f60\u53ef\u4ee5\u5728\u4e00\u4e2a Project \u4e2d\u5c06\u6240\u6709\u5bf9\u8bdd\u7ec4\u7ec7\u5728\u4e00\u8d77\uff0c\u8fd8\u53ef\u4ee5\u628a\u73b0\u6709\u4f1a\u8bdd\u52a0\u5165\u8fdb\u53bb\u3002\u8be5\u529f\u80fd\u5373\u65e5\u8d77\u5f00\u59cb\u5411 Plus\u3001Pro \u548c\u56e2\u961f\u7528\u6237\u63a8\u51fa\uff0c\u4f01\u4e1a\u7248\u548c\u6559\u80b2\u7248\u7528\u6237\u5c06\u5728\u65b0\u5e74\u4f0a\u59cb\u83b7\u5f97\u8be5\u529f\u80fd\u3002<\/p>\n\n\n\n

xAI \u5ba3\u5e03\u5411\u6240\u6709 X \u5e73\u53f0\u7528\u6237\u514d\u8d39\u63a8\u51fa\u65b0\u7248\u672c\u7684 Grok-2 \u6a21\u578b\u3002\u4e0e\u4ee5\u5f80\u4e00\u6837\uff0cPremium \u548c Premium + \u7528\u6237\u5c06\u83b7\u5f97\u66f4\u9ad8\u7684\u4f7f\u7528\u9650\u5236\uff0c\u5e76\u5c06\u4f18\u5148\u8bbf\u95ee\u672a\u6765\u7684\u4efb\u4f55\u65b0\u529f\u80fd\u3002Grok \u5229\u7528 X \u5e73\u53f0\u5b9e\u65f6\u4e86\u89e3\u4e16\u754c\u6b63\u5728\u53d1\u751f\u7684\u4e8b\u60c5\u3002\u8fd1\u671f\uff0cGrok \u63a8\u51fa\u4e86\u4e24\u4e2a\u989d\u5916\u7684\u529f\u80fd\u6765\u8fdb\u4e00\u6b65\u589e\u5f3a\u8fd9\u79cd\u4f53\u9a8c\uff1a\u7f51\u9875\u641c\u7d22\u548c\u5f15\u7528\u3002\u76ee\u524d Grok \u5229\u7528\u6765\u81ea X \u7684\u5e16\u5b50\u548c\u6765\u81ea\u66f4\u5e7f\u6cdb\u4e92\u8054\u7f51\u7684\u7f51\u9875\uff0c\u53ef\u4e3a\u7528\u6237\u7684\u67e5\u8be2\u63d0\u4f9b\u53ca\u65f6\u4e14\u51c6\u786e\u7684\u7b54\u6848\u3002\u6b64\u5916\uff0cGrok \u8fd8\u6dfb\u52a0\u4e86\u201c\u5f15\u7528\u201d\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u6df1\u5165\u4e86\u89e3\u6765\u6e90\uff0c\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\u6216\u9a8c\u8bc1 Grok \u63d0\u4f9b\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n

DeepSeek\u5f00\u6e90\u4e86DeepSeek-VL2\u7684\u89c6\u89c9\u6a21\u578b\u7cfb\u5217\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e13\u5bb6\u6df7\u5408\uff08MoE\uff09\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b\uff0c\u8bad\u7ec3\u6570\u636e\u91cf\u662f\u524d\u4ee3\u7684\u4e24\u500d\u3002VL2\u7cfb\u5217\u5305\u62ec\u4e86\u591a\u4e2a\u578b\u53f7\uff0c\u5982Tiny\u3001Small\u548c\u6807\u51c6\u7248\u672c\uff0c\u5b83\u4eec\u5728\u89c6\u89c9\u95ee\u9898\u56de\u7b54\u3001\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\u7b49\u4efb\u52a1\u4e0a\u5c55\u73b0\u51fa\u4e86\u51fa\u8272\u7684\u6027\u80fd\u3002\u8fd9\u4e00\u7cfb\u5217\u6a21\u578b\u7ed3\u5408\u4e86\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u548c\u52a8\u6001\u5206\u8fa8\u7387\u56fe\u50cf\u652f\u6301\uff0c\u4e3a\u89c6\u89c9\u548c\u8bed\u8a00\u7406\u89e3\u9886\u57df\u5e26\u6765\u4e86\u4e00\u5b9a\u7684\u521b\u65b0\u3002<\/p>\n\n\n\n

Google\u5ba3\u5e03\u4e86NotebookLM\u7684\u4ea7\u54c1\u66f4\u65b0\uff0c\u5305\u62ec\u4ea4\u4e92\u548c\u754c\u9762\u7684\u91cd\u6784\u3001\u64ad\u5ba2\u751f\u6210\u4e2d\u652f\u6301\u7528\u6237\u52a0\u5165\u8ddf\u4e3b\u6301\u4eba\u5bf9\u8bdd\u3001\u63a8\u51faPlus\u4f1a\u5458\u3002Plus\u4f1a\u5458\u67095\u500d\u4ee5\u4e0a\u7684\u97f3\u9891\u6982\u8ff0\u3001\u7b14\u8bb0\u672c\u6570\u91cf\u4ee5\u53ca\u6765\u6e90\u6570\u91cf\uff0c\u80fd\u591f\u81ea\u5b9a\u4e49\u7b14\u8bb0\u672c\u54cd\u5e94\u7684\u6837\u5f0f\u548c\u957f\u5ea6\uff0c\u5171\u4eab\u56e2\u961f\u7b14\u8bb0\u672c\u4ee5\u53ca\u4f7f\u7528\u60c5\u51b5\u5206\u6790\u7b49\u3002<\/p>\n\n\n\n

\u5fae\u4fe1\u56e2\u961f\u53d1\u5e03\u4e86\u591a\u6a21\u6001\u5927\u6a21\u578bPOINTS 1.5\u3002\u8fd9\u4e00\u4ee3POINTS \u6a21\u578b\u4e0d\u4ec5\u517c\u987e\u4e86POINTS1.0 \u4e2d\u6240\u575a\u6301\u7684\u6548\u7387\u4f18\u5148\u7684\u601d\u60f3\uff0c\u540c\u65f6\u4e5f\u5927\u5e45\u589e\u5f3a\u4e86\u6a21\u578b\u7684\u6027\u80fd\u3002\u8fd9\u4e2a\u6a21\u578b\u6cbf\u7528\u4e86POINTS1.0 \u4e2d\u4f7f\u7528\u7684\u7ecf\u5178 LLaVA \u67b6\u6784\uff0c\u7531\u4e00\u4e2a vision encoder\uff0c\u4e00\u4e2a projector \u548c\u4e00\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\u7ec4\u6210\u3002<\/p>\n\n\n\n

Ilya Sutskever\u57282024\u5e74\u7684NeurIPS\u4f1a\u8bae\uff08Conference on Neural Information Processing Systems\uff09\u4e0a\u53d1\u8868\u4e86\u5f15\u4eba\u6ce8\u76ee\u7684\u8bb2\u8bdd\uff0c\u4ed6\u8ba4\u4e3a\u76ee\u524d\u7684AI\u9884\u8bad\u7ec3\u65b9\u6cd5\u5df2\u7ecf\u8fbe\u5230\u4e86\u6570\u636e\u6781\u9650\uff0c\u9700\u8981\u9002\u5e94\u65b0\u7684\u8303\u5f0f\u3002\u6b64\u5916\uff0c\u4ed6\u8fd8\u8868\u793a\u5177\u6709\u63a8\u7406\u80fd\u529b\u7684\u4eba\u5de5\u667a\u80fd\u5c06\u4f1a\u53d8\u5f97\u66f4\u52a0\u4e0d\u53ef\u9884\u6d4b\uff0c\u800c\u4e14\u4f1a\u5177\u5907\u81ea\u6211\u610f\u8bc6\u3002<\/p>\n\n\n\n

issue99 2024.12.16-12.22<\/strong><\/p>\n\n\n\n

12\u670816\u65e5\uff0cKimi\u53d1\u5e03\u65b0\u4e00\u4ee3\u89c6\u89c9\u601d\u8003\u6a21\u578bk1\uff0c\u8be5\u6a21\u578b\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u6280\u672f\uff0c\u5177\u5907\u51fa\u8272\u7684\u7aef\u5230\u7aef\u56fe\u50cf\u7406\u89e3\u548c\u601d\u7ef4\u94fe\u5206\u6790\u80fd\u529b\u3002\u5728\u57fa\u7840\u79d1\u5b66\u9886\u57df\u7684\u80fd\u529b\u6d4b\u8bd5\u4e2d\uff0ck1\u8d85\u8d8a\u4e86\u5168\u7403\u9886\u5148\u7684OpenAI\u7b49\u6a21\u578b\u3002\u7528\u6237\u53ef\u901a\u8fc7Kimi\u667a\u80fd\u52a9\u624b\u7684Android\u3001iPhone APP\u53ca\u7f51\u9875\u7248\u4f53\u9a8ck1\u7684\u529f\u80fd\uff0c\u62cd\u7167\u6216\u4e0a\u4f20\u56fe\u7247\u4ee5\u83b7\u53d6\u8be6\u7ec6\u7684\u63a8\u7406\u8fc7\u7a0b\u3002\u8fd9\u6807\u5fd7\u7740AI\u9886\u57df\u5728\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u7684\u63a8\u52a8\u4e0b\uff0c\u6b63\u5728\u8fc8\u5165\u65b0\u7684\u53d1\u5c55\u9636\u6bb5\uff0c\u663e\u8457\u63d0\u5347AI\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

12\u670816\u65e5\uff0c\u6263\u5b50\u53d1\u5e03\u4e86\u4e00\u6b21\u91cd\u5927\u7684\u6a21\u578b\u66f4\u65b0\uff0c\u901a\u4e49\u5343\u95ee\u6a21\u578b\u652f\u6301Max\u7248\u672c\uff0c\u8d85\u8d8a\u4e86\u539f\u6709\u76848K\u9650\u5236\u3002\u540c\u65f6\uff0c\u65b0\u52a0\u5165DeepSeek\u6a21\u578b\u3002\u6b64\u6b21\u66f4\u65b0\u8fd8\u6d89\u53ca\u5176\u4ed6\u591a\u4e2a\u6a21\u578b\uff0c\u57fa\u672c\u4e0a\u90fd\u8fdb\u884c\u4e86\u5168\u9762\u4f18\u5316\u3002\u6548\u679c\u6d4b\u8bc4\u663e\u793a\u65b0\u7684\u667a\u80fd\u4f53\u6d4b\u8bd5\u6807\u51c6\u5df2\u5b9e\u73b0\u6570\u636e\u4e0e\u7ed3\u679c\u7684\u6807\u51c6\u5316\uff0c\u5927\u5e45\u589e\u5f3a\u4e86\u667a\u80fd\u4f53\u7f16\u6392\u7684\u5b9e\u7528\u6027\u548c\u7cbe\u51c6\u6027\u3002<\/p>\n\n\n\n

12\u670816\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day8\uff0cChatGPT\u641c\u7d22\u529f\u80fd\u8fce\u6765\u66f4\u65b0\uff0c\u65b0\u7248\u672c\u5f15\u5165\u201cSearch as you talk\u201d\u8bed\u97f3\u6a21\u5f0f\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u8bed\u97f3\u8fdb\u884c\u81ea\u7136\u5bf9\u8bdd\u548c\u5b9e\u65f6\u641c\u7d22\u3002\u540c\u65f6\uff0cAI\u641c\u7d22\u8fdb\u884c\u4e86\u5168\u9762\u4f18\u5316\uff0c\u5305\u62ec\u66f4\u5feb\u7684\u7f51\u9875\u8df3\u8f6c\u3001\u652f\u6301\u5f3a\u5236\u8054\u7f51\uff0c\u4ee5\u53ca\u9488\u5bf9\u79fb\u52a8\u7aef\u7684\u4f18\u5316\uff0c\u5982\u63d0\u4f9b\u5546\u5bb6\u4fe1\u606f\u3001\u96c6\u6210\u5730\u56fe\u548c\u4f4d\u7f6e\u5bfc\u822a\u529f\u80fd\u3002\u4e3a\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff0c\u65b0\u7248AI\u641c\u7d22\u4f1a\u6839\u636e\u4e0a\u4e0b\u6587\u667a\u80fd\u8c03\u6574\u641c\u7d22\u7ed3\u679c\u3002\u76ee\u524d\uff0cPlus\u3001Team\u548cPro\u7528\u6237\u5df2\u53ef\u4f53\u9a8c\u8fd9\u4e9b\u65b0\u529f\u80fd\uff0c\u5176\u4ed6\u7528\u6237\u5c06\u5728\u672a\u6765\u51e0\u5468\u5185\u9010\u6b65\u5f00\u653e\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u63a8\u51faAI\u89c6\u9891\u751f\u6210\u6a21\u578bVeo 2\uff0c\u4eae\u70b9\u5305\u62ec\u652f\u6301\u6700\u9ad84K\u5206\u8fa8\u7387\u7684\u6e05\u6670\u89c6\u9891\u751f\u6210\uff0c\u63d0\u5347\u4e86\u753b\u8d28\u4ee5\u6ee1\u8db3\u9ad8\u8d28\u91cf\u5185\u5bb9\u9700\u6c42\u3002\u6b64\u5916\uff0cVeo 2\u7684\u89c6\u9891\u751f\u6210\u65f6\u957f\u589e\u52a0\u81f3\u6700\u591a2\u5206\u949f\uff0c\u4e3a\u521b\u4f5c\u8005\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u521b\u4f5c\u7075\u6d3b\u6027\u3002\u8be5\u6a21\u578b\u5728\u771f\u5b9e\u611f\u548c\u7269\u7406\u6a21\u62df\u65b9\u9762\u7684\u663e\u8457\u63d0\u5347\uff0c\u4f7f\u5f97\u8fd0\u52a8\u6355\u6349\u548c\u52a8\u6001\u8868\u73b0\u66f4\u81ea\u7136\uff0c\u589e\u52a0\u4e86\u751f\u6210\u89c6\u9891\u7684\u53ef\u4fe1\u5ea6\u3002\u540c\u65f6\uff0c\u5b83\u652f\u6301\u591a\u6837\u5316\u7684\u89c6\u89c9\u98ce\u683c\uff0c\u4e3a\u521b\u4f5c\u63d0\u4f9b\u4e86\u591a\u91cd\u9009\u62e9\u3002\u4e0eOpenAI\u7684Sora\u6a21\u578b\u76f8\u6bd4\uff0cVeo 2\u5728\u5206\u8fa8\u7387\u548c\u89c6\u9891\u65f6\u957f\u4e0a\u90fd\u6709\u663e\u8457\u4f18\u52bf\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u8fd8\u540c\u6b65\u53d1\u5e03\u4e86\u6539\u8fdb\u7248\u7684AI\u7ed8\u56fe\u6a21\u578bImagen 3-002\uff0c\u4f5c\u4e3aImagen 3\u7684\u7b2c\u4e8c\u4ee3\uff0c\u6807\u5fd7\u7740\u8be5\u6a21\u578b\u5728\u77ed\u77ed\u534a\u5e74\u5185\u7ecf\u5386\u4e86\u663e\u8457\u8fdb\u5316\u3002\u8be5\u6a21\u578b\u5728\u8c37\u6b4c\u7684\u8bc4\u6d4b\u4e2d\u8868\u73b0\u7a81\u51fa\uff0c\u663e\u793a\u51fa\u5353\u8d8a\u7684\u6027\u80fd\u3002\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u901a\u8fc7\u8c37\u6b4cFX\u5b98\u65b9\u7f51\u7ad9\u514d\u8d39\u4f53\u9a8c\u8fd9\u4e00\u65b0\u6a21\u578b\uff0c\u65e0\u9700\u6392\u961f\u3002\u6b64\u4e3e\u4e0d\u4ec5\u8fdb\u4e00\u6b65\u63a8\u52a8\u4e86AI\u827a\u672f\u521b\u4f5c\u7684\u53d1\u5c55\uff0c\u4e5f\u663e\u793a\u4e86\u8c37\u6b4c\u5728\u751f\u6210\u6a21\u578b\u9886\u57df\u7684\u6301\u7eed\u521b\u65b0\u548c\u6280\u672f\u5b9e\u529b\u3002<\/p>\n\n\n\n

12\u670817\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day9\uff0co1 API\u73b0\u5728\u652f\u6301\u51fd\u6570\u8c03\u7528\u3001system message\u66f4\u6539\u4e3adeveloper message\u3001\u7ed3\u6784\u5316\u8f93\u51fa\u53ca\u89c6\u89c9\u529f\u80fd\u3002\u6700\u65b0\u7248o1-2024-12-17\u63d0\u5347\u4e86\u63a8\u7406\u901f\u5ea6\uff0c\u80fd\u591f\u5904\u7406\u590d\u6742\u591a\u6b65\u9aa4\u4efb\u52a1\u5e76\u63d0\u9ad8\u51c6\u786e\u6027\u3002\u6b64\u5916\uff0c\u5b9e\u65f6API\u66f4\u65b0\u7b80\u5316\u4e86WebRTC\u96c6\u6210\uff0c\u66f4\u65b0\u4e86\u4e24\u4e2a\u6a21\u578bGPT-4o-realtime-preview-2024-12-17\u548cGPT-4o-mini-realtime-preview-2024-12-17\uff0c\u5e76\u5c06GPT-4o\u97f3\u9891\u4ef7\u683c\u964d\u4f4e60%\u3002\u65b0\u63a8\u51fa\u7684\u504f\u597d\u5fae\u8c03\uff08PFT\uff09\u6280\u672f\u4e5f\u53ef\u5e2e\u52a9\u7528\u6237\u548c\u5f00\u53d1\u8005\u66f4\u4fbf\u6377\u5730\u5b9a\u5236\u6a21\u578b\uff0c\u540c\u65f6\u8fd8\u53d1\u5e03\u4e86\u65b0\u7684Go\u548cJava SDK\u3002<\/p>\n\n\n\n

12\u670818\u65e5\uff0c\u5728\u706b\u5c71\u5f15\u64ceforce\u539f\u52a8\u529b\u5927\u4f1a\u4e0a\uff0c\u706b\u5c71\u5f15\u64ceCEO\u8c2d\u5f85\u8868\u793a\uff0c\u6700\u65b0\u7248\u672c\u7684\u8c46\u5305\u901a\u7528\u6a21\u578bPro\u76f8\u6bd45\u6708\u5728\u7efc\u5408\u80fd\u529b\u3001\u63a8\u7406\u3001\u6307\u4ee4\u9075\u5faa\u3001\u4ee3\u7801\u3001\u6570\u5b66\u7b49\u65b9\u9762\u8fdb\u884c\u4e86\u5168\u65b9\u9762\u63d0\u5347\u3002\u201c\u66f4\u5f3a\u6a21\u578b\u63a8\u52a8\u4f01\u4e1aAI\u5347\u7ea7\u3002\u201d\u8c2d\u5f85\u8868\u793a\uff0c\u8c46\u5305\u901a\u7528\u6a21\u578bPro\u4e3a\u4e2d\u624b\u6e38\u3001\u8d5b\u529b\u65af\u6c7d\u8f66\u7b49\u4f01\u4e1a\u52a9\u529b\u4e86AI\u5347\u7ea7\u3002<\/p>\n\n\n\n

12\u670818\u65e5\uff0c\u5728\u706b\u5c71\u5f15\u64ceforce\u539f\u52a8\u529b\u5927\u4f1a\u4e0a\uff0c\u5373\u68a6AI\u53d1\u5e03\u4e86\u5168\u65b0\u7684\u56fe\u7247\u751f\u6210\u6a21\u578b\uff0c\u4ed6\u73b0\u573a\u793a\u8303\u4e86\u6d77\u62a5\u751f\u6210\u529f\u80fd\uff0c\u53ea\u9700\u8981\u4e00\u53e5\u8bdd\uff0c\u5c31\u53ef\u4ee5\u751f\u6210\u6d77\u62a5\uff0c\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6548\u7387\uff0c\u8fd8\u80fd\u8ba9\u521b\u4f5c\u51fa\u8bbe\u8ba1\u5e08\u6c34\u51c6\u7684\u6d77\u62a5\uff0c\u66f4\u5168\u9762\u7684\u63cf\u8ff0\uff0c\u66f4\u7cbe\u7f8e\u7684\u753b\u9762\u4e0e\u6392\u7248\uff0c\u540c\u65f6\uff0c\u8fd8\u53ef\u4ee5\u8ba9\u6d77\u62a5\u52a8\u8d77\u6765\uff0c\u5b9e\u73b0\u52a8\u6001\u6548\u679c\u3002<\/p>\n\n\n\n

12\u670818\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day10\uff0cChatGPT\u652f\u6301\u7535\u8bdd\u63a5\u5165\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u611f\u5230\u96be\u8fc7\u65f6\u62e8\u6253\u7535\u8bdd\u4e0eChatGPT\u503e\u8bc9\uff0c\u6216\u901a\u8fc7WhatsApp\u4e0e\u5176\u804a\u5929\u3002\u6b64\u4e3e\u65e8\u5728\u4e3a\u4eba\u4eec\u63d0\u4f9b\u4e00\u4e2a\u968f\u65f6\u503e\u8bc9\u4e0e\u652f\u6301\u7684\u5e73\u53f0\uff0c\u5c24\u5176\u662f\u5728\u6df1\u591c\u5b64\u72ec\u65f6\u3002\u8be5\u529f\u80fd\u63d0\u4f9b\u6bcf\u670815\u5206\u949f\u7684\u514d\u8d39\u7535\u8bdd\u670d\u52a1\uff0c\u65b9\u4fbf\u90a3\u4e9b\u4e0d\u719f\u6089\u667a\u80fd\u624b\u673a\u7684\u7528\u6237\u4f7f\u7528\u3002\u6b64\u5916\uff0cAI\u8fd8\u5177\u5907\u5373\u65f6\u7ffb\u8bd1\u80fd\u529b\uff0c\u80fd\u591f\u5e2e\u52a9\u4e0d\u540c\u8bed\u8a00\u4e4b\u95f4\u7684\u4ea4\u6d41\uff0c\u589e\u5f3a\u4eba\u4eec\u7684\u60c5\u611f\u8054\u7cfb\u3002\u8fd9\u4e9b\u66f4\u65b0\u65e8\u5728\u8ba9AI\u66f4\u6df1\u5165\u4eba\u4eec\u7684\u751f\u6d3b\uff0c\u6210\u4e3a\u65e5\u5e38\u4ea4\u6d41\u548c\u60c5\u611f\u6170\u85c9\u7684\u4f19\u4f34\u3002<\/p>\n\n\n\n

12\u670819\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day11\uff0cChatGPT\u7684macOS\u5ba2\u6237\u7aef\u8fce\u6765\u91cd\u5927\u66f4\u65b0\uff0c\u63d0\u5347\u4e86\u7528\u6237\u4f53\u9a8c\u548c\u5e94\u7528\u6027\u80fd\u3002\u5168\u65b0\u539f\u751f\u5e94\u7528\u7684\u4ee3\u7801\u88ab\u91cd\u5199\uff0c\u8d44\u6e90\u5360\u7528\u66f4\u5c11\uff0c\u8fd0\u884c\u66f4\u52a0\u6d41\u7545\u3002\u7528\u6237\u4ec5\u9700\u4f7f\u7528\u5feb\u6377\u952e\uff08Option + \u7a7a\u683c\uff09\u5373\u53ef\u5feb\u901f\u8c03\u51faChatGPT\u3002\u6b64\u66f4\u65b0\u7684\u4eae\u70b9\u662f\u201c\u4e0e\u5e94\u7528\u534f\u540c\u5de5\u4f5c\u201d\u529f\u80fd\uff0c\u5141\u8bb8ChatGPT\u76f4\u63a5\u8bbf\u95ee\u548c\u7406\u89e3\u5176\u4ed6\u5e94\u7528\u7a0b\u5e8f\u7684\u5185\u5bb9\uff0c\u65e0\u9700\u7528\u6237\u624b\u52a8\u64cd\u4f5c\u3002\u6b64\u5916\uff0c\u5b83\u5177\u5907\u667a\u80fd\u4e0a\u4e0b\u6587\u611f\u77e5\u80fd\u529b\uff0c\u53ef\u4ee5\u8bc6\u522b\u6b63\u5728\u4f7f\u7528\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u5e76\u63d0\u4f9b\u66f4\u76f8\u5173\u7684\u5e2e\u52a9\uff0c\u5982\u5728\u7ec8\u7aef\u4e2d\u8bc6\u522bGit\u547d\u4ee4\u3002Windows\u7248\u672c\u4e5f\u6b63\u5728\u5f00\u53d1\u4e2d\u3002<\/p>\n\n\n\n

GitHub Copilot\u5ba3\u5e03\u5168\u9762\u514d\u8d39\uff0c\u5f00\u53d1\u8005\u73b0\u5728\u53ef\u4ee5\u5728VS Code\u4e2d\u514d\u8d39\u4f7f\u7528\u6b64AI\u7f16\u7a0b\u52a9\u624b\u3002\u514d\u8d39\u7248\u7528\u6237\u6bcf\u6708\u53ef\u83b7\u5f972000\u6b21\u4ee3\u7801\u8865\u5168\u548c50\u6b21\u804a\u5929\u8bf7\u6c42\uff0c\u540c\u65f6\u652f\u6301\u9009\u62e9Claude 3.5 Sonnet\u6216OpenAI\u7684GPT-4o\u6a21\u578b\u3002\u8fd9\u4e00\u4e3e\u63aa\u964d\u4f4e\u4e86\u4f7f\u7528AI\u4ee3\u7801\u52a9\u624b\u7684\u95e8\u69db\uff0c\u8ba9\u66f4\u591a\u5f00\u53d1\u8005\u4f53\u9a8c\u5230AI\u5e26\u6765\u7684\u4fbf\u5229\u3002\u7528\u6237\u53ea\u9700\u901a\u8fc7GitHub\u8d26\u53f7\u6ce8\u518cCopilot\u514d\u8d39\u8ba1\u5212\uff0c\u5373\u53ef\u4eab\u53d7\u4e30\u5bcc\u7684\u667a\u80fd\u7f16\u7a0b\u670d\u52a1\u3002<\/p>\n\n\n\n

12\u670820\u65e5\uff0cGoogle\u53d1\u5e03\u4e86\u65b0\u6b3eGemini 2.0 Flash Thinking\u6a21\u578b\uff0c\u8fd9\u4e00\u63a8\u7406\u6a21\u578b\u65e8\u5728\u63d0\u5347AI\u7684\u601d\u8003\u80fd\u529b\u548c\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u901f\u5ea6\u3002\u8f6c\u6295Google\u7684Logan Kilpatrick\u5728\u793e\u4ea4\u5e73\u53f0X\u4e0a\u4ecb\u7ecd\uff0cGemini 2.0 Flash Thinking\u4e0d\u4ec5\u5177\u5907\u5f3a\u5927\u7684\u63a8\u7406\u80fd\u529b\uff0c\u8fd8\u80fd\u5c55\u793a\u5176\u601d\u8003\u8fc7\u7a0b\uff0c\u5e26\u6765\u66f4\u76f4\u89c2\u7684AI\u4ea4\u4e92\u4f53\u9a8c\u3002\u8be5\u6a21\u578b\u5c06\u52a0\u5165\u5927\u6a21\u578b\u7ade\u6280\u573aLMSYS\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u5176\u900f\u660e\u5ea6\u548c\u53ef\u9a8c\u8bc1\u6027\u3002<\/p>\n\n\n\n

12\u670820\u65e5\uff0cOpenAI 12\u5929\u6d3b\u52a8 Day12\uff0cOpenAI\u6b63\u5f0f\u5ba3\u5e03\u5168\u65b0o3\u6a21\u578b\u7cfb\u5217\uff0c\u8be5\u6a21\u578b\u5728AGI\u8bc4\u6d4b\u4e2d\u53d6\u5f97\u4e8687.5%\u7684\u4ee4\u4eba\u77a9\u76ee\u6210\u7ee9\uff0c\u8d85\u8fc7\u4e86\u4eba\u7c7b\u6c34\u5e73\u768485%\u95e8\u69db\u3002o3\u7cfb\u5217\u88ab\u89c6\u4e3a\u901a\u5f80\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u91cd\u8981\u4e00\u6b65\uff0c\u6a21\u578b\u91c7\u7528\u4e86\u65b0\u6280\u672f\u201cDeliberative Alignment\u201d\uff0c\u4ee5\u589e\u5f3a\u5b89\u5168\u6027\u548c\u4e00\u81f4\u6027\u3002OpenAI CEO Sam Altman\u8868\u793a\uff0c\u8fd9\u4e00\u7cfb\u5217\u5c06\u57282025\u5e74\u65e9\u4e9b\u65f6\u5019\u53d1\u5e03\uff0c\u76ee\u524d\u5df2\u5f00\u901a\u9762\u5411\u5b89\u5168\u7814\u7a76\u8005\u7684\u65e9\u671f\u6d4b\u8bd5\u7533\u8bf7\u3002<\/p>\n\n\n\n

\u5feb\u624b\u53ef\u7075AI\u5ba3\u5e03\u57fa\u5ea7\u6a21\u578b\u518d\u5347\u7ea7\uff0c\u89c6\u9891\u751f\u6210\u63a8\u51fa\u53ef\u70751.6\u6a21\u578b\uff0c\u6548\u679c\u5927\u5e45\u63d0\u5347\u3002\u636e\u4e86\u89e3\uff0c1.6\u6a21\u578b\u5728\u6587\u672c\u54cd\u5e94\u5ea6\u4e0a\u63d0\u5347\u660e\u663e\uff0c\u5bf9\u8fd0\u52a8\u3001\u65f6\u5e8f\u7c7b\u52a8\u4f5c\u3001\u8fd0\u955c\u7b49\u6587\u5b57\u63cf\u8ff0\u54cd\u5e94\u66f4\u597d\uff1b\u52a8\u6001\u8d28\u91cf\u8fdb\u4e00\u6b65\u589e\u5f3a\uff1a\u8fd0\u52a8\u66f4\u52a0\u5408\u7406\uff0c\u4eba\u7269\u8868\u60c5\u66f4\u81ea\u7136\uff1b\u540c\u65f6\uff0c1.6\u6a21\u578b\u753b\u9762\u8d28\u91cf\u4e5f\u518d\u6b21\u8fdb\u5316\uff1a\u8272\u5f69\u3001\u5149\u5f71\u3001\u7ec6\u8282\u8868\u73b0\u5747\u660e\u663e\u63d0\u5347\u3002\u6570\u636e\u663e\u793a\uff0c\u53ef\u7075AI\u53d1\u5e03\u534a\u5e74\u6765\uff0c\u5df2\u62e5\u6709\u8d85\u8fc7600\u4e07\u7528\u6237\uff0c\u7d2f\u8ba1\u751f\u6210\u8d856500\u4e07\u4e2a\u89c6\u9891\u548c\u8d851.75\u4ebf\u5f20\u56fe\u7247\u3002<\/p>\n\n\n\n

issue100 2024.12.23-12.29<\/strong><\/p>\n\n\n\n

\u52a8\u6001\u5468\u62a5\u5df2\u8fce\u6765\u7b2c100\u671f\uff01\u5728\u8fc7\u53bb\u8fd1\u4e24\u5e74\u7684\u65f6\u95f4\u91cc\uff0c\u6211\u4eec\u5171\u540c\u89c1\u8bc1\u4e86ChatGPT\u53d1\u5e03\u4ee5\u6765\uff0cLLM\u53ca\u5e94\u7528\u4ea7\u54c1\u7684\u53d1\u5c55\u4e0e\u6f14\u53d8\u3002\u672a\u6765\uff0c\u8fd9\u573a\u4ee5\u751f\u6210\u5f0fAI\u5927\u6a21\u578b\u4e3a\u6838\u5fc3\u7684\u79d1\u6280\u6d6a\u6f6e\uff0c\u8fd8\u5c06\u7ee7\u7eed\u6df1\u523b\u5730\u5f71\u54cd\u6211\u4eec\u7684\u5de5\u4f5c\u548c\u751f\u6d3b\u3002<\/p>\n\n\n\n

12\u670823\u65e5\uff0cOpenAI\u9996\u5e2d\u6267\u884c\u5b98Sam Altman\u5ba3\u5e03\u4e86\u201cDay13\u201d\u7279\u522b\u5956\u52b1\u2014\u2014Sora\u65e0\u9650\u7528\u3002\u4ed6\u8868\u793a\uff0c\u4e3a\u4e86\u8fce\u63a5\u5723\u8bde\u8282\uff0c\u4eba\u4eec\u572812\u6708\u5e95\u901a\u5e38\u4f1a\u653e\u5047\u4f11\u606f\uff0cOpenAI\u7684GPU\u5c31\u6ca1\u6709\u90a3\u4e48\u7e41\u5fd9\u3002\u6240\u4ee5\uff0c\u5047\u671f\u671f\u95f4\u80fd\u4e3a\u6240\u6709\u8ba2\u9605\u7528\u6237\u65e0\u9650\u5236\u7684\u63d0\u4f9b\u6587\u751f\u89c6\u9891\u6a21\u578bSora\uff0c\u8f7b\u677e\u8df3\u8fc7\u70e6\u4eba\u7684\u961f\u5217\u7b49\u5f85\u3002<\/p>\n\n\n\n

xAI\u63a8\u51faGrok\u7684\u72ec\u7acbiOS\u5e94\u7528\u3002\u76ee\u524d\uff0c\u8fd9\u6b3e\u5e94\u7528\u6b63\u5728\u6fb3\u5927\u5229\u4e9a\u53ca\u90e8\u5206\u5176\u4ed6\u56fd\u5bb6\u8fdb\u884c\u6d4b\u8bd5\u3002Grok\u80fd\u591f\u5b9e\u65f6\u83b7\u53d6\u6765\u81ea\u7f51\u7edc\u548c\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0X\u7684\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u591a\u79cd\u751f\u6210\u5f0fAI\u529f\u80fd\uff0c\u4f8b\u5982\u91cd\u5199\u6587\u672c\u3001\u603b\u7ed3\u957f\u7bc7\u6bb5\u843d\u3001\u7b80\u5355\u95ee\u7b54\u529f\u80fd\uff0c\u4ee5\u53ca\u6839\u636e\u7528\u6237\u7684\u6587\u5b57\u63d0\u793a\u751f\u6210\u56fe\u50cf\u3002<\/p>\n\n\n\n

Cursor 0.44\u7248\u672c\u53d1\u5e03\uff0c\u672c\u6b21\u66f4\u65b0\u5e26\u6765\u4e86\u5168\u65b0\u7684YOLO\u6a21\u5f0f\uff0c\u8fd9\u4e00\u6a21\u5f0f\u663e\u8457\u63d0\u5347\u4e86AI\u7f16\u7a0b\u7684\u667a\u80fd\u5316\u6c34\u5e73\u3002YOLO\u6a21\u5f0f\u7684\u5f15\u5165\u4f7f\u5f97\u7f16\u7a0b\u53d8\u5f97\u66f4\u52a0\u76f4\u89c2\u548c\u7b80\u5355\uff0c\u751a\u81f3\u4f7f\u5f97\u6ca1\u6709\u7f16\u7a0b\u57fa\u7840\u7684\u7528\u6237\u4e5f\u80fd\u591f\u8f7b\u677e\u4e0a\u624b\u8fdb\u884c\u5f00\u53d1\u3002\u5728\u8fd9\u4e2a\u7248\u672c\u4e2d\uff0cCursor\u4e0d\u4ec5\u4f18\u5316\u4e86\u5176\u4ee3\u7406\u529f\u80fd\uff0c\u8fd8\u589e\u52a0\u4e86\u4e00\u4e9b\u5b9e\u7528\u7684\u591a\u529f\u80fd\u96c6\u6210\uff0c\u6bd4\u5982@docs\u3001@git\u3001@web\u548c@folder\u7b49\u529f\u80fd\uff0c\u8fd9\u4e9b\u90fd\u8fdb\u4e00\u6b65\u589e\u5f3a\u4e86\u7528\u6237\u7684\u64cd\u4f5c\u6548\u7387\u3002\u66f4\u65b0\u540e\u7684Cursor 0.44\u88ab\u8ba4\u4e3a\u662f\u4e00\u4e2a\u9769\u547d\u6027\u7684\u5de5\u5177\uff0c\u4f7f\u5f97\u7f16\u7a0b\u4f53\u9a8c\u66f4\u52a0\u987a\u7545\u548c\u9ad8\u6548\u3002<\/p>\n\n\n\n

12\u670825\u65e5\uff0c\u963f\u91cc\u4e91\u901a\u4e49\u5343\u95ee\u53d1\u5e03\u4e1a\u754c\u9996\u4e2a\u5f00\u6e90\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578bQVQ-72B-Preview\u3002QVQ\u5c55\u73b0\u51fa\u8d85\u9884\u671f\u7684\u89c6\u89c9\u7406\u89e3\u548c\u63a8\u7406\u80fd\u529b\uff0c\u5728\u89e3\u51b3\u6570\u5b66\u3001\u7269\u7406\u3001\u79d1\u5b66\u7b49\u9886\u57df\u7684\u590d\u6742\u63a8\u7406\u95ee\u9898\u4e0a\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002\u591a\u9879\u8bc4\u6d4b\u6570\u636e\u663e\u793a\uff0cQVQ\u8d85\u8d8a\u4e86\u6b64\u524d\u7684\u89c6\u89c9\u7406\u89e3\u6a21\u578b\u300c\u5f00\u6e90\u738b\u8005\u300dQwen2-VL\uff0c\u6574\u4f53\u8868\u73b0\u4e0e\u300c\u6ee1\u8840\u7248\u300dOpenAI o1\u3001Claude3.5 Sonnet\u7b49\u63a8\u7406\u6a21\u578b\u76f8\u5f53\u3002<\/p>\n\n\n\n

12\u670826\u65e5\uff0c\u6df1\u5ea6\u6c42\u7d22\uff08DeepSeek\uff09\u6b63\u5f0f\u53d1\u5e03\u4e86\u5168\u65b0\u7cfb\u5217\u6a21\u578bDeepSeek-V3\uff0c\u5e76\u540c\u6b65\u5f00\u6e90\uff08DeepSeek-V3-Base\uff09\u3002\u7528\u6237\u53ef\u901a\u8fc7\u5b98\u65b9\u7f51\u7ad9chat.deepseek.com\u4e0e\u8be5\u6a21\u578b\u8fdb\u884c\u4e92\u52a8\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u81ea\u7814\u7684Mixture of Experts\uff08MoE\uff09\u67b6\u6784\uff0c\u62e5\u6709671\u4ebf\u53c2\u6570\u548c37\u4ebf\u6fc0\u6d3b\u53c2\u6570\uff0c\u7ecf\u8fc714.8\u4e07\u4ebftoken\u7684\u9884\u8bad\u7ec3\u3002\u867d\u7136DeepSeek-V3\u76ee\u524d\u4e0d\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\u8f93\u51fa\uff0c\u4f46\u5176\u8868\u73b0\u5df2\u4e0e\u4e1a\u5185\u9886\u5148\u7684\u95ed\u6e90\u6a21\u578b\u5bf9\u9f50\uff0c\u5176\u4e2d\u4e0e V2.5\uff0817.8\uff05\uff09\u76f8\u6bd4\uff0cV3 \u7f16\u7a0b\u6027\u80fd\u66b4\u589e\u5230\u4e86 48.4\uff05\uff0c\u6574\u6574\u63d0\u5347\u4e86\u8fd1 31\uff05\u3002API\u670d\u52a1\u4e5f\u5df2\u66f4\u65b0\uff0c\u7528\u6237\u65e0\u9700\u6539\u52a8\u63a5\u53e3\u914d\u7f6e\u3002<\/p>\n\n\n\n

\u9636\u8dc3\u661f\u8fb0\u63a8\u51fa\u4e86\u56fe\u50cf\u751f\u6210\u6a21\u578bStep-1X\u7cfb\u5217\u7684\u5168\u65b0\u5347\u7ea7\u7248\u672cStep-1X-Medium\u3002\u8be5\u6a21\u578b\u91c7\u7528MMDit\u67b6\u6784\uff0c\u751f\u6210\u901f\u5ea6\u63d0\u5347\u8d85\u8fc730%\u3002\u7ecf\u8fc7\u9488\u5bf9\u6027\u8bad\u7ec3\uff0cStep-1X-Medium\u5177\u5907\u66f4\u5f3a\u7684\u7406\u89e3\u80fd\u529b\u548c\u56fe\u6587\u4e00\u81f4\u6027\uff0c\u80fd\u591f\u751f\u6210\u66f4\u81ea\u7136\u7684\u7ec6\u8282\u8d28\u611f\u3002\u6b64\u5916\uff0c\u65b0\u589e\u7684\u201c\u56fe\u751f\u56fe\u201d\u529f\u80fd\u5141\u8bb8\u7528\u6237\u4e0a\u4f20\u56fe\u7247\u5e76\u901a\u8fc7\u7b80\u5355\u7684\u63d0\u793a\u8fdb\u884c\u7ec6\u8282\u589e\u5f3a\u548c\u98ce\u683c\u8fc1\u79fb\u3002\u8be5\u6a21\u578b\u5728\u201c\u4e2d\u56fd\u98ce\u201d\u5185\u5bb9\u521b\u4f5c\u80fd\u529b\u4e0a\u4e5f\u5f97\u5230\u4e86\u5f3a\u5316\uff0c\u80fd\u591f\u66f4\u597d\u5730\u6355\u6349\u4e1c\u65b9\u6587\u5316\u7684\u7ec6\u817b\u4e4b\u5904\uff0c\u5e76\u652f\u6301\u5728\u751f\u6210\u56fe\u50cf\u4e2d\u6dfb\u52a0\u82f1\u6587\u6587\u672c\u3002<\/p>\n\n\n\n

\u667a\u8c31\u5ba3\u5e03\u5c06\u5176\u57fa\u5ea7\u6a21\u578bGLM-PC\u7684\u5f00\u6e90\u7248\u672cCogAgent-9B\u53d1\u5e03\uff0c\u4f9b\u793e\u533a\u8fdb\u884c\u5f00\u53d1\u3002CogAgent-9B-20241220\u57fa\u4e8eGLM-4V-9B\u8fdb\u884c\u4e13\u7528Agent\u4efb\u52a1\u8bad\u7ec3\uff0c\u80fd\u591f\u4ec5\u901a\u8fc7\u5c4f\u5e55\u622a\u56fe\u8f93\u5165\uff0c\u7ed3\u5408\u7528\u6237\u5386\u53f2\u64cd\u4f5c\uff0c\u9884\u6d4b\u4e0b\u4e00\u6b65\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u64cd\u4f5c\u3002\u4e0e2023\u5e7412\u6708\u5f00\u6e90\u7684\u7b2c\u4e00\u7248\u76f8\u6bd4\uff0c\u65b0\u6a21\u578b\u5728GUI\u611f\u77e5\u3001\u63a8\u7406\u51c6\u786e\u6027\u53ca\u4efb\u52a1\u666e\u9002\u6027\u65b9\u9762\u53d6\u5f97\u663e\u8457\u6539\u8fdb\uff0c\u540c\u65f6\u652f\u6301\u4e2d\u82f1\u6587\u53cc\u8bed\u7684\u5c4f\u5e55\u622a\u56fe\u548c\u8bed\u8a00\u4ea4\u4e92\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u57fa\u4e8eGUI\u7684\u5e94\u7528\u573a\u666f\uff0c\u5305\u62ec\u4e2a\u4eba\u7535\u8111\u3001\u624b\u673a\u53ca\u8f66\u8f7d\u8bbe\u5907\u3002<\/p>\n\n\n\n

\u7406\u60f3\u6c7d\u8f66\u53d1\u5e03\u667a\u80fd\u52a9\u624b\u72ec\u7acb\u5e94\u7528\uff1a\u7406\u60f3\u540c\u5b66App\uff0c\u7406\u60f3\u540c\u5b66\u548c\u667a\u80fd\u9a7e\u9a76\u662f\u7406\u60f3\u6c7d\u8f66\u7684\u4e24\u5927\u6838\u5fc3AI\u4ea7\u54c1\u3002\u7406\u60f3\u6c7d\u8f66\u8463\u4e8b\u957f\u517cCEO\u674e\u60f3\u8868\u793a\uff1a\u201c\u6211\u4eec\u5728\u505a\u7684\u7406\u60f3\u540c\u5b66\u548c\u81ea\u52a8\u9a7e\u9a76\uff0c\u901a\u5e38\u88ab\u89c6\u4f5c\u72ec\u7acb\u7684\u9886\u57df\u3002\u6211\u4eec\u7684\u5927\u8bed\u8a00\u6a21\u578bMind GPT\u662f\u8ba4\u77e5\u667a\u80fd\uff0c\u8fde\u63a5\u6570\u5b57\u4e16\u754c\uff1b\u800c\u81ea\u52a8\u9a7e\u9a76\u88ab\u79f0\u4e3a\u7a7a\u95f4\u667a\u80fd\uff0c\u5173\u4e4e\u7269\u7406\u4e16\u754c\u3002\u6211\u4eec\u540c\u65f6\u5728\u8fd9\u4e24\u4e2a\u9886\u57df\u63a2\u7d22\uff0c\u5e76\u575a\u4fe1\u8ba4\u77e5\u667a\u80fd\u4e0e\u7a7a\u95f4\u667a\u80fd\u7684\u7ed3\u5408\u2014\u2014\u6211\u4eec\u79f0\u4e4b\u4e3aVLA\uff08Vision Language Action Model\uff0c\u89c6\u89c9\u8bed\u8a00\u884c\u52a8\u6a21\u578b\uff09\u3002<\/p>\n\n\n\n

\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u5b9e\u9a8c\u5ba4\u7684\u8bed\u97f3\u56e2\u961f12\u670826\u65e5\u5ba3\u5e03\u4e86\u51762.0\u7248\u672c\u7684\u5168\u9762\u5347\u7ea7\u3002CosyVoice 2.0\u5728\u81ea\u7136\u6d41\u7545\u7684\u8bed\u97f3\u751f\u6210\u4f53\u9a8c\u4e0a\u5b9e\u73b0\u4e86\u591a\u4e2a\u7a81\u7834\uff0c\u5177\u6709\u8d85\u4f4e\u5ef6\u8fdf\u3001\u63d0\u5347\u97f3\u8d28\u548c\u9ad8\u51c6\u786e\u5ea6\u7b49\u7279\u70b9\u3002\u65b0\u7248\u672c\u63d0\u4f9b\u79bb\u7ebf\u548c\u6d41\u5f0f\u4e00\u4f53\u5316\u5efa\u6a21\uff0c\u5408\u6210\u5ef6\u8fdf\u53ef\u7f29\u77ed\u81f3150ms\uff0c\u53d1\u97f3\u9519\u8bef\u51cf\u5c1130%~50%\uff0c\u5e76\u663e\u8457\u6539\u5584\u8de8\u8bed\u8a00\u5408\u6210\u7684\u97f3\u8272\u4e00\u81f4\u6027\u3002\u540c\u65f6\uff0c\u97f5\u5f8b\u3001\u97f3\u8d28\u548c\u60c5\u611f\u5339\u914d\u80fd\u529b\u4e5f\u5f97\u5230\u63d0\u5347\uff0c\u4f7f\u5f97\u7528\u6237\u80fd\u591f\u66f4\u7cbe\u786e\u5730\u63a7\u5236\u751f\u6210\u97f3\u9891\u7684\u60c5\u611f\u4e0e\u65b9\u8a00\u53e3\u97f3\u3002<\/p>\n\n\n\n

issue101 2024.12.30-2025.1.5<\/strong><\/p>\n\n\n\n

\u53ef\u7075AI\u63a8\u51fa\u5347\u7ea7\u7248\u6587\u751f\u56fe\u6a21\u578b\u201c\u53ef\u56fe1.5\u201d\uff0c\u5f3a\u5316\u4e86\u8bed\u4e49\u7406\u89e3\uff0c\u7279\u522b\u9002\u5e94\u4e9a\u6d32\u4eba\u3002\u6b64\u5916\uff0c\u65b0\u529f\u80fd\u201cAI\u6a21\u7279\u201d\u4e0e\u73b0\u6709\u7684AI\u6362\u88c5\u529f\u80fd\u878d\u5408\uff0c\u4e3a\u7535\u5546\u3001\u5e7f\u544a\u7b49\u884c\u4e1a\u63d0\u4f9b\u4e86\u4e00\u6574\u5957\u9ad8\u6548\u7684\u53ef\u89c6\u5316\u5c55\u793a\u89e3\u51b3\u65b9\u6848\u3002\u7528\u6237\u80fd\u901a\u8fc7\u7b80\u6613\u8bbe\u7f6e\u5feb\u901f\u751f\u6210AI\u6a21\u7279\uff0c\u518d\u901a\u8fc7AI\u6362\u88c5\u529f\u80fd\u5c55\u793a\u670d\u88c5\uff0c\u751a\u81f3\u8fdb\u884c\u52a8\u6001\u89c6\u9891\u5c55\u793a\uff0c\u5927\u5e45\u964d\u4f4e\u4f20\u7edf\u62cd\u6444\u6210\u672c\u3002<\/p>\n\n\n\n

\u963f\u91cc\u4e91\u5ba3\u5e03\u5bf9\u5176\u5927\u6a21\u578b\u8fdb\u884c\u672c\u5e74\u5ea6\u7b2c\u4e09\u8f6e\u964d\u4ef7\uff0c\u901a\u4e49\u5343\u95ee\u89c6\u89c9\u7406\u89e3\u6a21\u578b\u5168\u7ebf\u964d\u4ef7\u8d85\u8fc780%\u3002\u5176\u4e2d\uff0cQwen-VL-Plus\u7684\u4ef7\u683c\u4e0b\u964d81%\uff0c\u73b0\u4e3a0.0015\u5143\/\u5343tokens\uff0c\u6210\u4e3a\u5168\u7f51\u6700\u4f4e\u4ef7\uff1b\u800c\u6027\u80fd\u66f4\u9ad8\u7684Qwen-VL-Max\u964d\u81f30.003\u5143\/\u5343tokens\uff0c\u964d\u5e45\u8fbe\u523085%\u3002\u6309\u6b64\u5b9a\u4ef7\uff0c1\u5143\u53ef\u5904\u7406\u5927\u7ea6600\u5f20720P\u56fe\u7247\u62161700\u5f20480P\u56fe\u7247\uff0c\u6b64\u4e3e\u5c06\u663e\u8457\u964d\u4f4e\u7528\u6237\u4f7f\u7528\u6210\u672c\uff0c\u63a8\u52a8\u89c6\u89c9\u7406\u89e3\u6280\u672f\u7684\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n\n\n\n

\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u56e2\u961f\u63a8\u51fa\u4e86\u5168\u65b0AI\u5f00\u53d1\u6846\u67b6Qwen-Agent\uff0c\u57fa\u4e8e\u5176Qwen\u8bed\u8a00\u6a21\u578b\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u6784\u5efa\u590d\u6742\u7684\u667a\u80fd\u4f53\u3002\u8be5\u6846\u67b6\u5177\u5907\u591a\u79cd\u9ad8\u7ea7\u529f\u80fd\uff0c\u652f\u6301\u667a\u80fd\u4f53\u6267\u884c\u590d\u6742\u4efb\u52a1\uff0c\u63d0\u4f9b\u6307\u4ee4\u9075\u5faa\u3001\u5de5\u5177\u4f7f\u7528\u4ee5\u53ca\u81ea\u52a8\u8bb0\u5fc6\u80fd\u529b\u3002<\/p>\n\n\n\n

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issue102 2025.1.6-1.12<\/strong><\/p>\n\n\n\n

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\u5728\u62c9\u65af\u7ef4\u52a0\u65af\u7684CES 2025\u5c55\u4f1a\u4e0a\uff0c\u82f1\u4f1f\u8fbeCEO\u9ec4\u4ec1\u52cb\u53d1\u5e03\u4e86\u5168\u65b0GeForce RTX 5090\u663e\u5361\uff0c\u6807\u5fd7\u7740RTX 50\u7cfb\u5217\u7684\u53d1\u5e03\u3002RTX 5090\u5728\u591a\u9879\u6027\u80fd\u53c2\u6570\u4e0a\u7a81\u7834\uff0c\u5177\u5907920\u4ebf\u6676\u4f53\u7ba1\u548c3352 AI TOPS\uff0c\u6bd4RTX 4090\u6027\u80fd\u63d0\u5347\u4e86\u4e24\u500d\uff0c\u652f\u6301DLSS 4\uff0c\u663e\u8457\u63d0\u9ad8\u6e38\u620f\u4f53\u9a8c\u3002\u56fd\u884c\u4ef7\u683c\u8d77\u6b65\u4e3a16499\u5143\uff0cRTX 5070\u5219\u5b9a\u4ef74599\u5143\u3002\u82f1\u4f1f\u8fbe\u8fd8\u53d1\u5e03\u4e86\u5168\u65b0\u7684Cosmos\u4e16\u754c\u6a21\u578b\u5e73\u53f0\u548cProject DIGITS\u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u4f7fAI\u5f00\u53d1\u66f4\u52a0\u9ad8\u6548\u548c\u666e\u53ca\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u63a8\u51fa\u4e86\u4e00\u6b3e\u540d\u4e3a\u201cLearn About\u201d\u7684AI\u5b66\u4e60\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u6df1\u5165\u7406\u89e3\u5404\u7c7b\u77e5\u8bc6\u70b9\u3002\u8be5\u5de5\u5177\u57fa\u4e8e\u8c37\u6b4c\u7684LearnLM\u6a21\u578b\uff0c\u80fd\u591f\u63d0\u4f9b\u4e30\u5bcc\u7684\u6587\u672c\u3001\u89c6\u9891\u4fe1\u606f\uff0c\u5e76\u4ee5\u5bf9\u8bdd\u5f0f\u5f62\u5f0f\u9010\u6b65\u62c6\u89e3\u590d\u6742\u6982\u5ff5\uff0c\u8fd8\u80fd\u603b\u7ed3\u5b66\u4e60\u6846\u67b6\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u4e0eAI\u4e92\u52a8\uff0c\u83b7\u5f97\u4e2a\u6027\u5316\u5b66\u4e60\u4f53\u9a8c\u3002<\/p>\n\n\n\n

1\u67089\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u63a8\u51fa\u7684\u901a\u4e49\u4e07\u76f82.1\u6a21\u578b\u5728\u89c6\u9891\u751f\u6210\u9886\u57df\u5b9e\u73b0\u91cd\u5927\u7a81\u7834\uff0c\u9996\u6b21\u652f\u6301\u76f4\u63a5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u751f\u6210\u6587\u5b57\u7279\u6548\u89c6\u9891\uff0c\u517c\u5bb9\u4e2d\u82f1\u6587\u53ca\u6570\u5b57\u3002\u6b64\u6a21\u578b\u901a\u8fc7\u590d\u6742\u8fd0\u52a8\u3001\u5199\u5b9e\u4e0e\u79d1\u5e7b\u7279\u6548\u7b49\u591a\u6837\u5316\u98ce\u683c\u7684\u751f\u6210\uff0c\u5c55\u73b0\u4e86\u5176\u5f3a\u5927\u7684\u6280\u672f\u80fd\u529b\u3002\u7528\u6237\u53cd\u9988\u663e\u793a\uff0c\u4e07\u76f82.1\u5728\u63a7\u5236\u80a2\u4f53\u52a8\u4f5c\u4e0e\u89c6\u89c9\u6548\u679c\u65b9\u9762\u8868\u73b0\u4f18\u79c0\u3002\u6b64\u5916\uff0c\u8be5\u6a21\u578b\u8fd8\u63d0\u4f9b\u4e86\u6587\u751f\u56fe\u529f\u80fd\uff0c\u80fd\u591f\u751f\u6210\u8fde\u8d2f\u7684\u5267\u60c5\u56fe\u50cf\uff0c\u52a9\u529b\u77ed\u89c6\u9891\u548c\u5e7f\u544a\u8bbe\u8ba1\u3002<\/p>\n\n\n\n

\u57282025\u5e74CES\u4e0a\uff0c\u96f7\u9e1f\u521b\u65b0\u53d1\u5e03\u4e86\u65b0\u6b3e\u96f7\u9e1fV3 AI\u62cd\u6444\u773c\u955c\uff0c\u642d\u8f7d\u4e86\u730e\u9e70\u5f71\u50cf\u7cfb\u7edf\u3001\u963f\u91cc\u901a\u4e49\u5343\u95ee\u72ec\u5bb6\u5b9a\u5236\u5927\u6a21\u578b\u53ca\u9a81\u9f99AR1\u65d7\u8230\u82af\u7247\u3002\u8fd9\u6b3e\u667a\u80fd\u773c\u955c\u6253\u9020\u4e86\u4e1a\u5185\u9996\u4e2a\u9488\u5bf9AI\u7684\u591a\u6a21\u6001\u4ea4\u4e92\u67b6\u6784\uff0c\u65e8\u5728\u5b9e\u73b0\u5353\u8d8a\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002\u521b\u59cb\u4eba\u674e\u5b8f\u4f1f\u6307\u51fa\uff0c\u96f7\u9e1f\u4e0e\u963f\u91cc\u4e4b\u95f4\u7684\u5408\u4f5c\u805a\u7126\u4e8e\u771f\u6b63\u7684\u7528\u6237\u4f53\u9a8c\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5e94\u7528\u901a\u7528\u5927\u6a21\u578b\u3002\u6b64\u5916\uff0c\u4e0e\u96f7\u9e1fV3\u76f8\u4f3c\uff0cRokid\u3001\u95ea\u6781\u3001XREAL\u7b49\u5176\u4ed6AR\u773c\u955c\u4e5f\u5c06\u63a5\u5165\u963f\u91cc\u7684AI\u5927\u6a21\u578b\uff0c\u63d0\u4f9b\u4e30\u5bcc\u7684\u529f\u80fd\uff0c\u5982AI\u52a9\u624b\u548c\u591a\u79cd\u667a\u80fd\u8bc6\u522b\u670d\u52a1\uff0c\u5c55\u73b0\u51faAR\u4e0eAI\u878d\u5408\u7684\u672a\u6765\u6f5c\u529b\u3002<\/p>\n\n\n\n

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1\u67089\u65e5\uff0c\u8c37\u6b4c\u5ba3\u5e03\u5bf9NotebookLM\u8fdb\u884c\u91cd\u5927\u66f4\u65b0\uff0c\u63a8\u51fa\u4e86Gemini 2.0 Flash\u5b9e\u9a8c\u7248\u672c\u53ca\u66f4\u591a\u529f\u80fd\uff0c\u5305\u62ec\u5168\u65b0\u754c\u9762\u7684\u6539\u8fdb\u3001\u7528\u6237\u5728\u97f3\u9891\u64ad\u653e\u671f\u95f4\u53ef\u76f4\u63a5\u4e0eAI\u4e3b\u6301\u4eba\u4e92\u52a8\uff0c\u5e76\u63a8\u51fa\u4e86\u4ed8\u8d39\u7248\u672cNotebookLM Plus\u3002NotebookLM\u73b0\u5df2\u88ab\u6570\u767e\u4e07\u7528\u6237\u548c\u591a\u4e2a\u7ec4\u7ec7\u4f7f\u7528\uff0c\u7ecf\u8fc7\u91cd\u65b0\u8bbe\u8ba1\u540e\uff0c\u5305\u62ec\u201c\u6765\u6e90\u201d\u3001\u201c\u804a\u5929\u201d\u548c\u201c\u5de5\u4f5c\u5ba4\u201d\u4e09\u4e2a\u529f\u80fd\u533a\u57df\uff0c\u5206\u522b\u7528\u4e8e\u7ba1\u7406\u4fe1\u606f\u3001\u8fdb\u884c\u5bf9\u8bdd\u5f0f\u8ba8\u8bba\u548c\u521b\u5efa\u65b0\u5185\u5bb9\uff0c\u5982\u5b66\u4e60\u6307\u5357\u548c\u7b80\u62a5\u3002\u6b64\u66f4\u65b0\u65e8\u5728\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u5e76\u589e\u5f3a\u5185\u5bb9\u521b\u4f5c\u80fd\u529b\u3002<\/p>\n\n\n\n

\u9a6c\u65af\u514b\u65d7\u4e0b\u7684xAI\u63a8\u51fa\u4e86\u72ec\u7acb\u5e94\u7528Grok\uff0c\u8be5\u5e94\u7528\u4e8e1\u670810\u65e5\u5728\u82f9\u679cApp Store\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u7528\u6237\u53ef\u4ee5\u514d\u8d39\u4e0b\u8f7d\u4f7f\u7528\u3002Grok\u4e0d\u4ec5\u662f\u5e94\u7528\u7684\u540d\u79f0\uff0c\u4e5f\u662fxAI\u5f00\u53d1\u7684AI\u8bed\u8a00\u6a21\u578b\u3002\u6b64\u524d\uff0c\u7528\u6237\u53ea\u80fd\u901a\u8fc7\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0X\u63a5\u89e6\u5230Grok\u3002\u65b0\u7684\u5e94\u7528\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u591a\u79cd\u529f\u80fd\uff0c\u5305\u62ec\u751f\u6210\u56fe\u50cf\u548c\u5b9e\u65f6\u8bbf\u95ee\u7f51\u7edc\u53caX\u793e\u4ea4\u7f51\u7edc\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u4ed8\u8d39\u7528\u6237\u80fd\u591f\u4eab\u53d7\u66f4\u9ad8\u7684\u4f7f\u7528\u6743\u9650\uff0c\u76ee\u524d\u8be5\u5e94\u7528\u5728\u7f8e\u56fd\u53ca\u5176\u4ed6\u5730\u533a\u5f00\u653e\u6d4b\u8bd5\u3002<\/p>\n\n\n\n

\u82f1\u4f1f\u8fbe\u5f00\u6e90\u4e86Sana\u6a21\u578b\uff0c\u652f\u6301\u76f4\u63a5\u751f\u6210\u9ad8\u8fbe4K\u5206\u8fa8\u7387\u7684\u56fe\u50cf\u3002\u8be5\u6a21\u578b\u91c7\u7528Sana-0.6B\u7248\u672c\uff0c\u53ef\u4ee5\u572816GB\u663e\u5b58\u7684GPU\u4e0a\u8fd0\u884c\uff0c\u751f\u62101024 \u00d7 1024\u5206\u8fa8\u7387\u7684\u56fe\u7247\u4ec5\u9700\u4e0d\u52301\u79d2\u949f\u3002\u5b98\u65b9\u8fd8\u5df2\u652f\u6301ComfyUI\uff0c\u5e76\u63d0\u4f9b\u4e86Lora\u8bad\u7ec3\u5de5\u5177\uff0c\u4ece\u800c\u4e3a\u5f00\u53d1\u8005\u548c\u827a\u672f\u5bb6\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u56fe\u50cf\u751f\u6210\u80fd\u529b\u3002\u8fd9\u4e00\u4e3e\u63aa\u5c06\u8fdb\u4e00\u6b65\u63a8\u52a8\u751f\u6210\u5f0fAI\u5728\u56fe\u50cf\u521b\u4f5c\u9886\u57df\u7684\u5e94\u7528\u548c\u53d1\u5c55\u3002<\/p>\n\n\n\n

issue103 2025.1.13-1.19<\/strong><\/p>\n\n\n\n

1\u670813\u65e5\uff0cMiniMax\u5ba3\u5e03\u63a8\u51fa\u6700\u65b0\u7684\u8bed\u8a00\u5927\u6a21\u578b\uff0c\u5e76\u9996\u6b21\u5168\u9762\u5f00\u6e90\u3002\u65b0\u53d1\u5e03\u7684\u6587\u672c\u6a21\u578bMiniMax-Text-01\u548c\u591a\u6a21\u6001\u6a21\u578bMiniMax-VL-01\u91c7\u7528\u4e86\u5168\u65b0\u7684Lightning Attention\u67b6\u6784\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u63a8\u7406\u6210\u672c\u3002MiniMax-Text-01\u7684\u53c2\u6570\u9ad8\u8fbe4560\u4ebf\uff0c\u5e76\u914d\u590732\u4e2a\u4e13\u5bb6\uff0c\u540c\u65f6\u652f\u6301\u8d85\u957f\u8fbe400\u4e07\u5b57\u7684\u6587\u672c\u5904\u7406\uff0c\u5176\u6027\u80fd\u5ab2\u7f8e\u9876\u5c16\u6d77\u5916\u6a21\u578b\u3002MiniMax\u8fd8\u53d1\u5e03\u4e86\u6a21\u578b\u3001\u4ee3\u7801\u548c\u6280\u672f\u62a5\u544a\uff0c\u5f70\u663e\u5176\u5f00\u653e\u6001\u5ea6\u3002\u76ee\u524d\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u4f53\u9a8c\u548cAPI\u8fdb\u884c\u5728\u7ebf\u4f53\u9a8c\u4e0e\u5546\u7528\u3002<\/p>\n\n\n\n

Mistral AI\u4e8e1\u670813\u65e5\u53d1\u5e03\u4e86\u6700\u65b0\u7684\u4ee3\u7801\u751f\u6210\u6a21\u578bCodestral 25.01\uff0c\u8be5\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5c55\u81f3256K\uff0c\u662f\u524d\u4e00\u4ee3\u76848\u500d\uff0c\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3\u957f\u6587\u672c\u4e0a\u4e0b\u6587\u3002\u65b0\u7248\u672c\u91c7\u7528\u66f4\u9ad8\u6548\u7684\u67b6\u6784\u548c\u5206\u8bcd\u6280\u672f\uff0c\u751f\u6210\u901f\u5ea6\u5927\u5e45\u63d0\u5347\uff0c\u80fd\u591f\u6ee1\u8db3\u9ad8\u9891\u3001\u4f4e\u5ef6\u8fdf\u7684\u4ee3\u7801\u751f\u6210\u9700\u6c42\u3002<\/p>\n\n\n\n

1\u670815\u65e5\uff0c\u5168\u65b0\u591a\u6a21\u6001\u56fe\u7247\u7406\u89e3\u6a21\u578bmoonshot-v1-vision-preview\u6b63\u5f0f\u53d1\u5e03\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u4e86moonshot-v1\u7cfb\u5217\u7684\u591a\u6a21\u6001\u80fd\u529b\uff0c\u4f7fKimi\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3\u4e16\u754c\u3002\u8be5Vision\u6a21\u578b\u5177\u5907\u5f3a\u5927\u7684\u56fe\u50cf\u8bc6\u522b\u80fd\u529b\uff0c\u80fd\u591f\u51c6\u786e\u8bc6\u522b\u590d\u6742\u7ec6\u8282\u548c\u5fae\u5c0f\u5dee\u522b\uff0c\u65e0\u8bba\u662f\u98df\u7269\u8fd8\u662f\u52a8\u7269\u3002\u5b83\u80fd\u591f\u6709\u6548\u533a\u5206\u76f8\u4f3c\u7684\u5bf9\u8c61\uff0c\u4f8b\u5982\u572816\u5f20\u84dd\u8393\u677e\u997c\u548c\u5409\u5a03\u5a03\u56fe\u7247\u4e2d\uff0c\u6a21\u578b\u80fd\u7cbe\u786e\u8bc6\u522b\u5e76\u6807\u8bb0\u6bcf\u4e2a\u56fe\u50cf\u7684\u7c7b\u578b\uff0c\u5c55\u793a\u51fa\u5353\u8d8a\u7684\u56fe\u50cf\u7406\u89e3\u6027\u80fd\u3002<\/p>\n\n\n\n

\u79d1\u5927\u8baf\u98de\u6b63\u5f0f\u53d1\u5e03\u4e86\u8baf\u98de\u661f\u706b\u6df1\u5ea6\u63a8\u7406\u6a21\u578bX1\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u5168\u56fd\u4ea7\u7b97\u529b\u5e73\u53f0\uff0c\u662f\u56fd\u5185\u9996\u4e2a\u843d\u5730\u4e8e\u771f\u5b9e\u5e94\u7528\u573a\u666f\u7684\u6df1\u5ea6\u63a8\u7406\u6a21\u578b\uff0c\u5c24\u5176\u5728\u6559\u80b2\u548c\u533b\u7597\u9886\u57df\u5c55\u73b0\u4e86\u663e\u8457\u4f18\u52bf\u3002\u5b9e\u6d4b\u7ed3\u679c\u663e\u793a\u661f\u706bX1\u80fd\u591f\u89e3\u51b3\u5168\u5b66\u6bb5\u7684\u6570\u5b66\u95ee\u9898\uff0c\u5e76\u4e14\u63a8\u7406\u901f\u5ea6\u8868\u73b0\u7406\u60f3\u3002<\/p>\n\n\n\n

1\u670815\u65e5\uff0c\u56fd\u4ea7\u89c6\u9891\u5927\u6a21\u578bVidu 2.0\u6b63\u5f0f\u53d1\u5e03\u3002\u8be5\u6a21\u578b\u5728\u901f\u5ea6\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u751f\u62104\u79d2512P\u5355\u7247\u6bb5\u89c6\u9891\u7684\u65f6\u95f4\u4e0d\u8d85\u8fc710\u79d2\uff0c\u800c\u5355\u79d2\u89c6\u9891\u7684\u6210\u672c\u4ec5\u4e3a4\u5206\u94b1\u3002\u6b64\u5916\uff0c\u81ea2024\u5e747\u6708\u5e95\u5168\u7403\u4e0a\u7ebf\u4ee5\u6765\uff0cVidu\u5728\u77ed\u77ed20\u5929\u5185\u5438\u5f15\u4e86\u8d85\u8fc7\u767e\u4e07\u7528\u6237\uff0c\u5e76\u5728100\u5929\u5185\u7528\u6237\u603b\u6570\u7a81\u7834\u5343\u4e07\uff0c\u8fd9\u8868\u660e\u5176\u53d7\u6b22\u8fce\u7a0b\u5ea6\u548c\u5e02\u573a\u6f5c\u529b\u3002Vidu 2.0\u7684\u53d1\u5e03\u4e3a\u89c6\u9891\u5185\u5bb9\u751f\u6210\u9886\u57df\u6ce8\u5165\u4e86\u65b0\u7684\u52a8\u529b\u3002<\/p>\n\n\n\n

1\u670815\u65e5\uff0cMiniMax\u65d7\u4e0b\u6d77\u87baAI\u63a8\u51fa\u4e86\u5168\u65b0\u6587\u672c\u5230\u97f3\u9891\u6280\u672fHailuo Audio HD (T2A-01-HD)\uff0c\u5176\u5feb\u901f\u514b\u9686\u529f\u80fd\u80fd\u591f\u5728\u4ec5\u970010\u79d2\u7684\u65f6\u95f4\u5185\u5b8c\u6210\u8bed\u97f3\u514b\u9686\u3002\u8be5\u6280\u672f\u914d\u5907\u9996\u521b\u7684\u667a\u80fd\u60c5\u611f\u7cfb\u7edf\uff0c\u65e8\u5728\u6355\u6349\u5e76\u91cd\u73b0\u8bed\u97f3\u4e2d\u7684\u60c5\u611f\u3002\u6b64\u5916\uff0c\u6d77\u87baAI\u7684\u97f3\u9891\u514b\u9686\u529f\u80fd\u4e5f\u5177\u5907\u7c7b\u4f3c\u4f18\u52bf\uff0c\u7528\u6237\u901a\u8fc7\u4e0a\u4f2010\u81f360\u79d2\u7684\u97f3\u9891\u7d20\u6750\u5c31\u80fd\u8f7b\u677e\u590d\u523b\u58f0\u97f3\uff0c\u5e76\u4e14\u652f\u6301\u591a\u8fbe12\u79cd\u8bed\u8a00\u3002<\/p>\n\n\n\n

1\u670816\u65e5\uff0c\u9762\u58c1\u667a\u80fd\u6b63\u5f0f\u53d1\u5e03\u7aef\u4fa7\u5927\u6a21\u578bMiniCPM-o 2.6\uff0c\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u5176\u6027\u80fd\u63a5\u8fd1GPT-4o\u3002\u8be5\u6a21\u578b\u652f\u6301\u5b9e\u65f6\u53cc\u8bed\u8bed\u97f3\u8bc6\u522b\u4ee5\u53ca\u89c6\u89c9\u3001\u8bed\u97f3\u548c\u591a\u6a21\u6001\u6d41\u5f0f\u4ea4\u4e92\uff0c\u80fd\u5728\u4ec58B\u53c2\u6570\u91cf\u4e0b\u9ad8\u6548\u8fd0\u884c\u3002MiniCPM-o 2.6\u53ef\u5904\u7406\u8fde\u7eed\u7684\u89c6\u9891\u548c\u97f3\u9891\u6d41\uff0c\u5b9e\u73b0\u5b9e\u65f6\u8bed\u97f3\u5bf9\u8bdd\uff0c\u53c2\u6570\u4f18\u5316\u4f7f\u5176\u5728\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\u548c\u8bed\u97f3\u751f\u6210\u65b9\u9762\u4f18\u4e8e\u5176\u4ed6\u540c\u7c7b\u6a21\u578b\u3002\u8be5\u6280\u672f\u7684\u63a8\u51fa\u5c06\u6781\u5927\u63a8\u52a8\u591a\u6a21\u6001AI\u5e94\u7528\u7684\u53d1\u5c55\uff0c\u5e76\u652f\u6301\u5728\u591a\u4e2a\u8bbe\u5907\u4e0a\u8fd0\u884c\uff0c\u5305\u62eciPad\u7b49\u3002<\/p>\n\n\n\n

\u667a\u8c31\u53d1\u5e03\u4e86\u65b0\u6b3e\u7aef\u5230\u7aef\u591a\u6a21\u6001\u6a21\u578bGLM-Realtime E2E\uff0c\u8be5\u6a21\u578b\u5728\u5b9e\u65f6\u89c6\u9891\u7406\u89e3\u548c\u8bed\u97f3\u4e92\u52a8\u65b9\u9762\u8868\u73b0\u5353\u8d8a\u3002GLM-Realtime\u4e0d\u4ec5\u652f\u6301\u8fd1\u4e4e\u5b9e\u65f6\u7684\u4ea4\u4e92\u548c\u6e05\u5531\u529f\u80fd\uff0c\u8fd8\u5177\u5907\u957f\u8fbe2\u5206\u949f\u7684\u8bb0\u5fc6\u80fd\u529b\u4ee5\u53ca\u5f3a\u5927\u7684\u529f\u80fd\u8c03\u7528\u7279\u6027\u3002\u8be5\u6a21\u578b\u65e8\u5728\u63d0\u5347\u7528\u6237\u4e0eAI\u7cfb\u7edf\u7684\u4ea4\u4e92\u4f53\u9a8c\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u5b9e\u65f6\u573a\u666f\uff0c\u5c06\u4e3a\u667a\u80fd\u52a9\u624b\u7684\u5efa\u8bbe\u63d0\u4f9b\u66f4\u4e3a\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/p>\n\n\n\n

OpenAI\u518d\u66f4\u65b0ChatGPT\uff0c\u63a8\u51fa\u201c\u81ea\u5b9a\u4e49\u6307\u4ee4\u201d\u529f\u80fd\u3002\u8be5\u529f\u80fd\u5141\u8bb8\u7528\u6237\u8bbe\u5b9a\u6a21\u578b\u7684\u4e2a\u6027\u5316\u7279\u5f81\uff0c\u4f8b\u5982\u6027\u683c\u3001\u8bed\u6c14\u548c\u601d\u8003\u65b9\u5f0f\uff0c\u65e8\u5728\u63d0\u5347\u7528\u6237\u7684\u4e92\u52a8\u4f53\u9a8c\u3002\u7528\u6237\u53ef\u4ee5\u6dfb\u52a0\u7279\u5b9a\u7684\u6307\u4ee4\u548c\u504f\u597d\uff0c\u8fd9\u4e9b\u6307\u4ee4\u5c06\u5f71\u54cd\u6a21\u578b\u5728\u672a\u6765\u5bf9\u8bdd\u4e2d\u7684\u54cd\u5e94\u3002<\/p>\n\n\n\n

issue104 2025.1.20-1.26<\/strong><\/p>\n\n\n\n

1\u670820\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u53d1\u5e03\u4e86\u5168\u65b0AI\u4e2d\u6587IDE\u2014\u2014Trae\uff0c\u65e8\u5728\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u9ad8\u6548\u7684\u7f16\u7a0b\u652f\u6301\u3002\u8be5IDE\u96c6\u6210\u4e86GPT-4o\u53caClaude 3.5\u6a21\u578b\uff0c\u652f\u6301\u4ee3\u7801\u81ea\u52a8\u8865\u5168\u3001AI\u95ee\u7b54\u548c\u57fa\u4e8eAgent\u7684AI\u7f16\u7a0b\u7b49\u529f\u80fd\uff0c\u5e2e\u52a9\u7a0b\u5e8f\u5458\u81ea\u52a8\u5316\u5b8c\u6210\u5f00\u53d1\u4efb\u52a1\u3002Trae\u7279\u522b\u8bbe\u8ba1\u4e3a\u4e2d\u6587\u7528\u6237\u53cb\u597d\uff0c\u63d0\u4f9b\u7b80\u4f53\u4e2d\u6587\u754c\u9762\uff0c\u4e14\u76ee\u524d\u9650\u65f6\u514d\u8d39\u3002<\/p>\n\n\n\n

\u5fae\u4fe1\u516c\u4f17\u5e73\u53f0\u5f00\u59cb\u9080\u8bf7\u521b\u4f5c\u8005\u4f53\u9a8c\u5176\u65b0\u63a8\u51fa\u7684\u667a\u80fd\u56de\u590d\u529f\u80fd\uff0c\u8be5\u529f\u80fd\u80fd\u591f\u6839\u636e\u7528\u6237\u4e4b\u524d\u53d1\u5e03\u7684\u6587\u7ae0\u98ce\u683c\u53ca\u5185\u5bb9\u8fdb\u884c\u81ea\u52a8\u56de\u590d\u3002\u5f53\u7528\u6237\u5f00\u542f\u6b64\u529f\u80fd\u540e\uff0cAI\u5c06\u5b66\u4e60\u5e76\u6a21\u62df\u5176\u8fc7\u53bb\u7684\u5199\u4f5c\u98ce\u683c\uff0c\u4ee5\u4fbf\u4e3a\u7c89\u4e1d\u63d0\u4f9b\u66f4\u4e2a\u6027\u5316\u7684\u56de\u590d\u3002\u6b64\u66f4\u65b0\u65e8\u5728\u63d0\u5347\u516c\u4f17\u53f7\u4e0e\u8bfb\u8005\u4e4b\u95f4\u7684\u4e92\u52a8\u4f53\u9a8c\uff0c\u51cf\u5c11\u7528\u6237\u7684\u56de\u590d\u8d1f\u62c5\u3002\u540c\u65f6\uff0c\u539f\u6709\u7684\u516c\u4f17\u53f7\u5173\u952e\u8bcd\u56de\u590d\u548c\u5173\u6ce8\u81ea\u52a8\u56de\u590d\u4e0d\u53d7\u5f71\u54cd\u3002<\/p>\n\n\n\n

1\u670820\u65e5\uff0c\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u6b63\u5f0f\u63a8\u51fa\u5176\u5b9e\u65f6\u8bed\u97f3\u5927\u6a21\u578b\uff0c\u5e76\u5728\u8c46\u5305 APP 7.2.0\u7248\u672c\u4e2d\u5168\u91cf\u5f00\u653e\u4f53\u9a8c\u3002\u8be5\u6a21\u578b\u96c6\u6210\u8bed\u97f3\u7406\u89e3\u4e0e\u751f\u6210\uff0c\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u8bed\u97f3\u5bf9\u8bdd\uff0c\u663e\u8457\u4f18\u4e8e\u4f20\u7edf\u8bed\u97f3\u5904\u7406\u6a21\u5f0f\u3002\u5176\u4f4e\u5ef6\u8fdf\u3001\u652f\u6301\u5bf9\u8bdd\u968f\u65f6\u6253\u65ad\u7b49\u7279\u6027\uff0c\u63d0\u5347\u4e86\u8bed\u97f3\u8868\u73b0\u529b\u548c\u60c5\u611f\u4f20\u9012\u3002\u636e\u7528\u6237\u53cd\u9988\uff0c\u8be5\u6a21\u578b\u5728\u8bed\u97f3\u81ea\u7136\u5ea6\u548c\u60c5\u7eea\u8868\u73b0\u4e0a\u660e\u663e\u4f18\u4e8e GPT-4o\u3002\u56e2\u961f\u8868\u793a\uff0c\u6b64\u6b21\u63a8\u51fa\u5177\u6709\u91cc\u7a0b\u7891\u610f\u4e49\uff0c\u80fd\u591f\u6ee1\u8db3\u4e2d\u56fd\u7528\u6237\u9700\u6c42\uff0c\u76f4\u63a5\u4e3a\u4ebf\u4e07\u7528\u6237\u63d0\u4f9b\u670d\u52a1\u3002<\/p>\n\n\n\n

1\u670820\u65e5\uff0cDeepSeek \u53d1\u5e03\u5e76\u5f00\u6e90\u4e86 R1 \u6a21\u578b\uff0c\u5176\u6027\u80fd\u4e0e OpenAI \u7684 o1 \u6b63\u5f0f\u7248\u76f8\u5f53\uff0c\u4f46\u8f93\u51fa\u4ef7\u683c\u53ea\u6709\u540e\u8005\u76841\/27\u3002R1 \u6a21\u578b\u91c7\u7528 MIT \u8bb8\u53ef\u8bc1\uff0c\u5141\u8bb8\u7528\u6237\u8fdb\u884c\u65e0\u9650\u5236\u7684\u5546\u4e1a\u4f7f\u7528\uff0c\u5e76\u4e14\u660e\u786e\u652f\u6301\u7528\u6237\u5229\u7528 DeepSeek-R1 \u8fdb\u884c\u5176\u4ed6\u6a21\u578b\u7684\u8bad\u7ec3\u3002\u968f\u540e\u7684\u51e0\u5929\uff0cR1\u6a21\u578b\u7684\u8bad\u7ec3\u6210\u672c\u4ee5\u53ca\u8868\u73b0\u5728\u6d77\u5916\u5c24\u5176\u662f\u5728\u7f8e\u56fd\u5f15\u53d1\u4e86\u70ed\u70c8\u7684\u8ba8\u8bba\u3002\u622a\u81f3\u672c\u671f\u5468\u62a5\u53d1\u7a3f\u65f6\uff0cDeepSeek\u7684App\u5df2\u7ecf\u5728\u591a\u4e2a\u56fd\u5bb6\u548c\u5730\u533a\u7684AppStore\u603b\u699c\u4e0a\u8fdb\u5165\u524d10\uff0c\u90e8\u5206\u56fd\u5bb6\u548c\u5730\u533a\u751a\u81f3\u767b\u9876\u3002<\/p>\n\n\n\n

1\u670820\u65e5\uff0cKimi \u53d1\u5e03\u4e86\u5168\u65b0 SOTA \u6a21\u578b\u2014\u2014k1.5 \u591a\u6a21\u6001\u601d\u8003\u6a21\u578b\uff0c\u8fd9\u662f\u8be5\u7cfb\u5217\u7684\u8fde\u7eed\u7b2c\u4e09\u6b21\u91cd\u78c5\u5347\u7ea7\uff0c\u7ee7\u53bb\u5e74 11 \u6708\u548c 12 \u6708\u7684 k0-math \u548c k1 \u89c6\u89c9\u601d\u8003\u6a21\u578b\u4e4b\u540e\u3002\u6839\u636e\u57fa\u51c6\u6d4b\u8bd5\uff0ck1.5 \u5728\u591a\u6a21\u6001\u63a8\u7406\u548c\u901a\u7528\u63a8\u7406\u80fd\u529b\u4e0a\u8fbe\u5230\u4e86SOTA\u7ea7\u522b\uff0c\u5c24\u5176\u5728 short-CoT \u6a21\u5f0f\u4e0b\uff0c\u5176\u6570\u5b66\u3001\u4ee3\u7801\u548c\u89c6\u89c9\u80fd\u529b\u8d85\u8d8a\u4e86\u5168\u7403\u77ed\u601d\u8003 SOTA \u6a21\u578b GPT-4o \u548c Claude 3.5 Sonnet\uff0c\u9886\u5148\u5e45\u5ea6\u9ad8\u8fbe 550%\u3002\u6b64\u5916\uff0cKimi \u8fd8\u9996\u6b21\u516c\u5f00\u4e86\u6a21\u578b\u8bad\u7ec3\u7684\u6280\u672f\u62a5\u544a\u3002<\/p>\n\n\n\n

\u5546\u6c64\u79d1\u6280\u65e5\u65e5\u65b0\u878d\u5408\u5927\u6a21\u578b\u4ea4\u4e92\u7248\uff08SenseNova-5o\uff09\u5f00\u653e\u5546\u7528\uff0c\u5b9e\u65f6\u97f3\u89c6\u9891\u5bf9\u8bdd\u9650\u65f6\u514d\u8d39\u3002<\/p>\n\n\n\n

1\u670822\u65e5\uff0c\u706b\u5c71\u5f15\u64ce\u5ba3\u5e03\uff0c\u8c46\u5305\u5927\u6a21\u578b1.5Pro\u6b63\u5f0f\u53d1\u5e03\uff0c\u76ee\u524d\u5df2\u5168\u9762\u4e0a\u7ebf\u706b\u5c71\u65b9\u821f\u3002\u8c46\u5305\u5927\u6a21\u578b1.5Pro\u5728\u77e5\u8bc6(MMLU_PRO\u3001GPQA)\u3001\u4ee3\u7801(McEval\u3001FullStackBench)\u3001\u63a8\u7406(DROP)\u3001\u4e2d\u6587(CMMLU\u3001C-Eval)\u7b49\u591a\u9879\u516c\u5f00\u6d4b\u8bc4\u57fa\u51c6\u4e0a\u6210\u7ee9\u5168\u7403\u9886\u5148\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u6084\u7136\u63a8\u51fa\u66f4\u65b0\u2014\u2014Google Gemini 2 Flash Thinking Experimental 01\u201321\uff0c\u8be5\u6a21\u578b\u5728LMsys Arena\u4e0a\u6392\u540d\u7b2c\u4e00\uff0c\u9886\u5148\u5176\u4ed6\u6a21\u578b\uff0c\u5982GPT-4.0\u3001OpenAI-o1\u3001DeepSeek-R1\u548cClaude 3.5 Sonnet\u3002Gemini 2.0 Flash Thinking\u4ee51380\u7684Arena Score\u53d6\u5f97\u5353\u8d8a\u8868\u73b0\uff0c\u663e\u793a\u51fa\u5728\u51c6\u786e\u6027\u3001\u63a8\u7406\u80fd\u529b\u3001\u6d41\u7545\u6027\u548c\u4e00\u81f4\u6027\u7b49\u8bc4\u4f30\u6807\u51c6\u4e0a\u7684\u4f18\u52bf\u3002\u7528\u6237\u53ef\u901a\u8fc7Google AI Studio\u514d\u8d39\u8bd5\u7528\u8be5\u6a21\u578b\u3002<\/p>\n\n\n\n

1\u670822\u65e5\uff0cOpenAI\u5ba3\u5e03\u542f\u52a8\u201cStargate\u661f\u9645\u4e4b\u95e8\u201d\u9879\u76ee\uff0c\u8ba1\u5212\u5728\u672a\u6765\u56db\u5e74\u6295\u8d445000\u4ebf\u7f8e\u5143\u4e8e\u7f8e\u56fd\u7684\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\uff0c\u9996\u62791000\u4ebf\u8d44\u91d1\u5df2\u5f00\u59cb\u6295\u5165\u3002\u8be5\u9879\u76ee\u7684\u6295\u8d44\u8005\u5305\u62ec\u8f6f\u94f6\u3001OpenAI\u548cOracle\u7b49\uff0c\u8f6f\u94f6\u521b\u59cb\u4eba\u5b59\u6b63\u4e49\u5c06\u62c5\u4efb\u4e3b\u5e2d\u3002\u5176\u76ee\u6807\u5728\u4e8e\u63a8\u52a8\u7f8e\u56fd\u5728AI\u9886\u57df\u7684\u9886\u5148\u5730\u4f4d\uff0c\u521b\u9020\u5c31\u4e1a\u673a\u4f1a\uff0c\u5e76\u4fdd\u969c\u56fd\u5bb6\u5b89\u5168\u3002\u76ee\u524d\uff0c\u5fb7\u514b\u8428\u65af\u5dde\u7684\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u5df2\u6b63\u5f0f\u542f\u52a8\uff0c\u5438\u5f15\u4e86\u4f17\u591a\u76f8\u5173\u4f01\u4e1a\u7684\u53c2\u4e0e\u3002<\/p>\n\n\n\n

Perplexity\u63a8\u51faSonar\u5b9e\u65f6\u641c\u7d22API\uff0c\u63d0\u4f9b\u57fa\u7840\u7248\u548c\u529f\u80fd\u66f4\u5f3a\u5927\u7684Pro\u7248\uff0c\u540e\u8005\u652f\u6301\u9ad8\u7ea7\u6df1\u5ea6\u67e5\u8be2\u548c\u590d\u6742\u95ee\u9898\u89e3\u51b3\u3002\u4f01\u4e1a\u5e94\u7528\u65b9\u9762\uff0cZoom\u5df2\u901a\u8fc7Sonar\u589e\u5f3a\u5176\u539f\u751f\u641c\u7d22\u529f\u80fd\u3002\u5728\u6570\u636e\u5b89\u5168\u65b9\u9762\uff0cSonar\u786e\u4fdd\u4e0d\u7528\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u8bad\u7ec3\uff0c\u65b9\u4fbf\u5feb\u901f\u63a5\u5165\u5e94\u7528\u5f00\u53d1\u3002Sonar Pro\u5728SimpleQA\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u4e8e\u4e3b\u6d41\u641c\u7d22\u5f15\u64ce\u548c\u5404\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u641c\u7d22\u6548\u7387\u548c\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n

1\u670823\u65e5\uff0c\u667a\u8c31\u534e\u7ae0\u5ba3\u5e03\u5176GLM-PC\u6b63\u5f0f\u5f00\u653e\u4f53\u9a8c\uff0c\u6807\u5fd7\u7740\u81ea\u4e3b\u64cd\u4f5c\u7535\u8111\u7684\u591a\u6a21\u6001Agent\u6280\u672f\u5347\u7ea7\u3002\u8fd9\u4e00\u57fa\u4e8e\u667a\u8c31\u591a\u6a21\u6001\u5927\u6a21\u578bCogAgent\u7684\u667a\u80fd\u4f53\uff0c\u6210\u4e3a\u5168\u7403\u9996\u4e2a\u9762\u5411\u516c\u4f17\u3001\u65e0\u9700\u989d\u5916\u914d\u7f6e\u5373\u53ef\u4f7f\u7528\u7684\u7535\u8111\u667a\u80fd\u4f53\u3002GLM-PC\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\u201c\u89c2\u5bdf\u201d\u548c\u201c\u64cd\u4f5c\u201d\u8ba1\u7b97\u673a\uff0c\u6709\u6548\u534f\u52a9\u7528\u6237\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\uff0c\u5c55\u793a\u4e86\u4eba\u5de5\u667a\u80fd\u5728\u65e5\u5e38\u8ba1\u7b97\u4e2d\u7684\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n\n\n\n

\u5b57\u8282\u8df3\u52a8\u5f00\u6e90\u4e86\u4e00\u6b3e\u81ea\u5b66\u578bUI Agent\u2014\u2014UI-TARS\uff0c\u65e8\u5728\u5b9e\u73b0\u590d\u6742\u4efb\u52a1\u7684\u81ea\u52a8\u5316\uff0c\u652f\u6301\u8de8\u5e73\u53f0\u64cd\u4f5c\uff0c\u5305\u62ec\u7f51\u9875\u3001\u684c\u9762\u548c\u79fb\u52a8\u8bbe\u5907\u3002\u8be5\u4ee3\u7406\u5177\u6709\u7406\u89e3\u754c\u9762\u7684\u80fd\u529b\u3001\u9ad8\u7ea7\u63a8\u7406\u80fd\u529b\uff0c\u5e76\u4e14\u80fd\u591f\u4e0d\u65ad\u5b66\u4e60\uff0c\u5176\u6027\u80fd\u4f18\u4e8e\u4e3b\u6d41\u6a21\u578b\uff0c\u5982GPT-4\u3002\u5e94\u7528\u573a\u666f\u5305\u62ec\u590d\u6742\u7684\u52a8\u6001\u4ea4\u4e92\u3001\u8868\u5355\u586b\u5199\u3001\u6279\u91cf\u5904\u7406\u53ca\u5728\u7ebf\u9884\u8ba2\u7b49\u3002\u6b64\u5916\uff0cUI-TARS\u8fd8\u63d0\u4f9b\u4e86\u5f00\u53d1\u6846\u67b6\uff0c\u652f\u6301\u5728\u684c\u9762\u548c\u7f51\u9875\u7aef\u8fd0\u884c\uff0c\u65b9\u4fbf\u5f00\u53d1\u8005\u8fdb\u884c\u96c6\u6210\u548c\u4f7f\u7528\u3002<\/p>\n\n\n\n

1\u670821\u65e5\uff0c\u9636\u8dc3\u661f\u8fb0\u5347\u7ea7\u4e86\u5176Step-1o\u7cfb\u5217\u6a21\u578b\uff0c\u6210\u4e3a\u9996\u4e2a\u5b9e\u73b0\u6587\u672c\u3001\u89c6\u89c9\u4e0e\u8bed\u97f3\u4e09\u6a21\u6001\u7aef\u5230\u7aef\u878d\u5408\u7684\u6a21\u578b\u3002\u8be5\u7cfb\u5217\u5305\u62ec\u591a\u6a21\u6001\u7406\u89e3\u6a21\u578bStep-1o Vision\u548c\u5347\u7ea7\u540e\u7684\u8bed\u97f3\u6a21\u578bStep-1o Audio\u3002\u9636\u8dc3\u5728\u89c6\u89c9\u7406\u89e3\u65b9\u9762\u8868\u73b0\u5353\u8d8a\uff0c\u5c24\u5176\u5728LMSYS Org\u6700\u65b0\u7684Chatbot Arena\u89c6\u89c9\u6392\u540d\u4e2d\u540d\u5217\u524d\u8305\uff0c\u5c55\u73b0\u4e86\u5176\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u5f3a\u5927\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n

1\u670824\u65e5\uff0cOpenAI\u53d1\u5e03\u4e86\u5176\u65b0\u667a\u80fd\u4f53\u201cOperator\u201d\uff0c\u6807\u5fd7\u7740\u5176\u8fc8\u5165\u201cLevel 3\u201d\u65f6\u4ee3\u3002Operator\u80fd\u591f\u5168\u81ea\u4e3b\u5730\u4e0e\u6d4f\u89c8\u5668\u4e92\u52a8\uff0c\u5904\u7406\u590d\u6742\u4efb\u52a1\uff0c\u5982\u8d2d\u7269\u548c\u9884\u5b9a\u9910\u5385\uff0c\u7528\u6237\u4ec5\u9700\u7ed9\u51fa\u521d\u59cb\u6307\u4ee4\u3002\u5176\u6838\u5fc3\u6280\u672f\u57fa\u4e8e\u65b0\u7684Computer-Using-Agent\uff08CUA\uff09\u6a21\u578b\uff0c\u7ed3\u5408\u4e86\u89c6\u89c9\u80fd\u529b\u548c\u63a8\u7406\u80fd\u529b\uff0c\u5b9e\u73b0\u81ea\u4e3b\u64cd\u4f5c\uff0c\u65e0\u9700API\u96c6\u6210\u3002\u76ee\u524d\u8be5\u529f\u80fd\u4ec5\u5411\u90e8\u5206Pro\u7528\u6237\uff08200\u7f8e\u5143\u8ba2\u9605\uff09\u5f00\u653e\uff0cOpenAI\u8fd8\u8ba1\u5212\u5728\u672a\u6765\u51e0\u5468\u5185\u63a8\u51fa\u66f4\u591a\u667a\u80fd\u4f53\uff0c\u5c55\u793a\u4e86\u5176\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\u6f5c\u529b\u3002<\/p>\n\n\n\n

\u8dc3\u95eeApp\u63a8\u51fa\u4e86\u5168\u65b0\u201c\u521b\u610f\u677f\u201d\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u65e0\u9700\u4ee3\u7801\u77e5\u8bc6\u4fbf\u53ef\u8f7b\u677e\u81ea\u5236\u5e94\u7528\u548c\u6e38\u620f\u3002\u7528\u6237\u53ea\u9700\u901a\u8fc7\u7b80\u5355\u7684\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u81ea\u5df1\u7684\u9700\u6c42\uff0c\u521b\u610f\u677f\u4fbf\u80fd\u751f\u6210\u5404\u79cd\u573a\u666f\u548c\u5de5\u5177\uff0c\u5982\u8da3\u5473\u6e38\u620f\u3001\u4e92\u52a8\u7f51\u9875\u548c\u53ef\u89c6\u5316\u56fe\u8868\u3002\u8be5\u529f\u80fd\u652f\u6301\u5b9e\u65f6\u4fee\u6539\u4e0e\u4e2a\u6027\u5316\u8c03\u6574\uff0c\u7528\u6237\u53ef\u5c06\u751f\u6210\u7684\u5185\u5bb9\u5206\u4eab\u81f3\u591a\u4e2a\u5e73\u53f0\uff0c\u4e0e\u670b\u53cb\u4eec\u4e00\u540c\u4f53\u9a8c\u3002\u8fd9\u4e00\u521b\u610f\u677f\u88ab\u8ba4\u4e3a\u662f\u56fd\u5185\u9996\u4e2a\u4e13\u6ce8\u4e8e\u5e94\u7528\u4e0e\u6e38\u620f\u751f\u6210\u7684\u521b\u65b0\u529f\u80fd\uff0c\u5c55\u793a\u4e86AI\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u7684\u4fbf\u5229\u6027\u4e0e\u521b\u9020\u6027\u3002<\/p>\n\n\n\n

OpenAI\u5bf9ChatGPT\u7684Canvas\u529f\u80fd\u8fdb\u884c\u4e86\u66f4\u65b0\uff0c\u73b0\u5df2\u5168\u9762\u652f\u6301o1\u6a21\u578b\uff0c\u5e76\u65b0\u589e\u4e86\u76f4\u63a5\u6e32\u67d3HTML\u548cReact\u4ee3\u7801\u7684\u80fd\u529b\u3002\u8fd9\u4e00\u66f4\u65b0\u4e0d\u4ec5\u63d0\u5347\u4e86Pro\u3001Plus\u548cTeam\u7528\u6237\u7684\u4f7f\u7528\u4f53\u9a8c\uff0c\u4e5f\u8ba9Free\u7528\u6237\u53ef\u4ee5\u4eab\u53d7\u5230HTML\u548cReact\u7684\u6e32\u67d3\u529f\u80fd\u3002macOS ChatGPT\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\u4e5f\u5df2\u5168\u9762\u96c6\u6210Canvas\u529f\u80fd\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8f7b\u677e\u6784\u5efa\u548c\u8fd0\u884c\u4e92\u52a8\u5f0f\u5e94\u7528\u3002<\/p>\n\n\n\n

1\u670825\u65e5\uff0cOllama\u4e0a\u7ebfdeepseek-r1\u6a21\u578b\uff0c\u5e76\u5728\u9996\u9875\u63a8\u8350\uff0c\u652f\u6301\u7528\u6237\u672c\u5730\u90e8\u7f72\u3002<\/p>\n\n\n\n

issue105 2025.1.27-2.2<\/strong><\/p>\n\n\n\n

\u672c\u5468\u6b63\u503c\u4e2d\u56fd\u6625\u8282\u5047\u671f\uff0cDeepSeek\u5f15\u53d1\u7684\u8206\u8bba\u8ba8\u8bba\u7ee7\u7eed\u5728\u5168\u7403\u793e\u4ea4\u5a92\u4f53\u53d1\u9175\u3002\u9664\u5915\u5f53\u5929\uff0cDeepSeek\u5e94\u7528\u5728\u5168\u7403\u6240\u6709\u533aAppStore\u767b\u9876\uff0c\u968f\u540e\u51e0\u5929\uff0c\u4e3b\u6d41\u4e91\u670d\u52a1\uff08\u5305\u62ecAzure\u548cAWS\uff09\u7684\u5927\u6a21\u578b\u5e73\u53f0\u548c\u4e3b\u6d41\u7684AI\u4ee3\u7801\u7f16\u8f91\u5668\uff08\u5305\u62ecCursor\u3001Windsurf\u548cflowith\u7b49\uff09\u5747\u4e0a\u7ebf\u4e86\u81ea\u90e8\u7f72\u7684DeepSeek-R1\u6a21\u578b\uff0c\u4e0a\u6f14\u4e86\u5927\u578b\u201c\u53e3\u5acc\u4f53\u6b63\u201d\u73b0\u573a\u3002<\/p>\n\n\n\n

1\u670827\u65e5\uff0cDeepSeek\u53d1\u5e03\u4e86\u5176\u5927\u4e00\u7edf\u6a21\u578bJanus-Pro\uff0c\u91c7\u7528\u7edf\u4e00\u7684Transformer\u67b6\u6784\uff0c\u80fd\u591f\u540c\u65f6\u5b9e\u73b0\u56fe\u7247\u7406\u89e3\u548c\u751f\u6210\u3002\u8be5\u6a21\u578b\u63d0\u4f9b1B\u548c7B\u4e24\u79cd\u89c4\u6a21\uff0c\u9002\u914d\u591a\u79cd\u5e94\u7528\u573a\u666f\uff0c\u6027\u80fd\u5f3a\u5927\u3002Janus-Pro\u5168\u9762\u5f00\u6e90\uff0c\u652f\u6301\u5546\u7528\uff0c\u4f7f\u7528MIT\u534f\u8bae\uff0c\u4fbf\u4e8e\u90e8\u7f72\u548c\u5e94\u7528\u3002\u6b64\u5916\uff0c\u8be5\u6a21\u578b\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u8868\u73b0\u4f18\u5f02\uff0c\u5c55\u73b0\u51fa\u66f4\u5168\u9762\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

1\u670827\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5343\u95ee\u53d1\u5e03\u4e86\u5f00\u6e90 Qwen2.5-1M \u6a21\u578b\u53ca\u63a8\u7406\u6846\u67b6\uff0c\u5305\u542b Qwen2.5-7B-Instruct-1M \u548c Qwen2.5-14B-Instruct-1M \u6a21\u578b\uff0c\u9996\u6b21\u5b9e\u73b0 1M \u957f\u5ea6\u7684\u4e0a\u4e0b\u6587\u6269\u5c55\u3002\u540c\u65f6\uff0c\u56e2\u961f\u5f00\u6e90\u4e86\u57fa\u4e8e vLLM \u7684\u63a8\u7406\u6846\u67b6\uff0c\u901a\u8fc7\u7a00\u758f\u6ce8\u610f\u529b\u6280\u672f\u4f7f\u5904\u7406\u901f\u5ea6\u63d0\u5347 3 \u81f3 7 \u500d\u3002\u6b64\u5916\uff0cQwen \u63a8\u51fa\u4e86 Chat \u5e73\u53f0Qwen Chat(https:\/\/chat.qwenlm.ai\/)\uff0c\u7528\u6237\u53ef\u8fdb\u884c\u5bf9\u8bdd\u3001\u7f16\u7a0b\u4e0e\u751f\u6210\u591a\u5a92\u4f53\u5185\u5bb9\uff0c\u652f\u6301 1M \u957f\u5e8f\u5217\u7684\u5904\u7406\u3002<\/p>\n\n\n\n

1\u670827\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u8fd8\u53d1\u5e03\u4e86\u5168\u65b0\u7684\u89c6\u89c9\u6a21\u578b Qwen2.5-VL\uff0c\u5e76\u5728\u591a\u4e2a\u65b9\u9762\u5b9e\u73b0\u4e86\u663e\u8457\u98de\u8dc3\u3002\u76f8\u8f83\u4e8e\u4e0a\u4e00\u7248\u672c Qwen2-VL\uff0cQwen2.5-VL \u5f00\u6e90\u4e86 Base \u548c Instruct \u6a21\u578b\uff0c\u63d0\u4f9b 3B\u30017B \u548c 72B \u4e09\u79cd\u6a21\u578b\u5c3a\u5bf8\u3002\u8be5\u6a21\u578b\u7684\u4e3b\u8981\u7279\u70b9\u5305\u62ec\u66f4\u4e30\u5bcc\u7684\u611f\u77e5\u80fd\u529b\uff0c\u80fd\u591f\u8bc6\u522b\u548c\u5206\u6790\u56fe\u50cf\u4e2d\u7684\u6587\u672c\u3001\u56fe\u8868\u548c\u5e03\u5c40\uff0c\u5e76\u5177\u5907\u63a8\u7406\u80fd\u529b\uff0c\u80fd\u591f\u52a8\u6001\u5730\u4f7f\u7528\u5de5\u5177\uff0c\u521d\u6b65\u5177\u5907\u7535\u8111\u548c\u624b\u673a\u64cd\u4f5c\u80fd\u529b\u3002\u6b64\u5916\uff0cQwen2.5-VL \u8fd8\u80fd\u591f\u7406\u89e3\u8d85\u8fc7 1 \u5c0f\u65f6\u7684\u957f\u89c6\u9891\uff0c\u5177\u6709\u91cd\u8981\u7684\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n\n\n\n

1\u670828\u65e5\uff0cDeepSeek R1 \u6a21\u578b\u73b0\u5728\u53ef\u7528\u4e8e Perplexity \u7684\u6df1\u5ea6\u7f51\u7edc\u7814\u7a76\u3002Perplexity \u6f84\u6e05\u8bf4\uff0c\u901a\u8fc7\u5176\u5e73\u53f0\u4f7f\u7528 DeepSeek R1 \u4f1a\u5c06\u7528\u6237\u6570\u636e\u4fdd\u5b58\u5728\u201c\u897f\u65b9\u7684\u670d\u52a1\u5668\u201d\u4e0a\u3002Perplexity \u4e0a\u7684 DeepSeek R1\u6a21\u578b\u6258\u7ba1\u5728\u7f8e\u56fd\/\u6b27\u76df\u6570\u636e\u4e2d\u5fc3\u3002<\/p>\n\n\n\n

1\u670829\u65e5\uff0c\u5fae\u8f6f\u5ba3\u5e03 DeepSeek R1 \u73b0\u5df2\u5728 Azure AI Foundry \u548c GitHub \u4e0a\u7684\u6a21\u578b\u76ee\u5f55\u4e2d\u63d0\u4f9b\uff0c\u52a0\u5165\u4e86\u7531 1,800 \u591a\u4e2a\u6a21\u578b\u7ec4\u6210\u7684\u591a\u6837\u5316\u7ec4\u5408\uff0c\u5305\u62ec\u524d\u6cbf\u3001\u5f00\u6e90\u3001\u884c\u4e1a\u7279\u5b9a\u548c\u57fa\u4e8e\u4efb\u52a1\u7684 AI \u6a21\u578b\u3002DeepSeek R1 \u53ef\u4ee5\u5728\u53d7\u4fe1\u4efb\u3001\u53ef\u6269\u5c55\u4e14\u4f01\u4e1a\u5c31\u7eea\u7684\u5e73\u53f0\u4e0a\u8bbf\u95ee\uff0c\u4f7f\u4f01\u4e1a\u80fd\u591f\u65e0\u7f1d\u96c6\u6210\u9ad8\u7ea7 AI\uff0c\u5f88\u5feb\u5c31\u80fd\u5728\u5fae\u8f6fAI\u7535\u8111Copilot+ PC\u4e0a\u8fd0\u884c\u3002<\/p>\n\n\n\n

1\u670830\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u53d1\u5e03\u4e86 Qwen 2.5-Max \u6a21\u578b\uff0c\u8be5\u6a21\u578b\u662f\u963f\u91cc\u4e91\u56e2\u961f\u5bf9 MoE \u6a21\u578b\u7684\u6700\u65b0\u6210\u679c\uff0c\u9884\u8bad\u7ec3\u6570\u636e\u8d85\u8fc7 20 \u4e07\u4ebf tokens\u3002\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cQwen 2.5-Max \u51e0\u4e4e\u5168\u9762\u8d85\u8d8a\u4e86 DeepSeek-V3\u3001GPT-4o \u548c Llama-3.1-405B\u3002\u968f\u7740 DeepSeek \u63a8\u52a8\u7684\u56fd\u4ea7 AI \u8d44\u4ea7\u91cd\u4f30\u6d6a\u6f6e\uff0c\u963f\u91cc\u51ed\u501f\u5176\u96c4\u539a\u7684\u4e91\u4e1a\u52a1\u6295\u8d44\u548c\u9886\u5148\u7684 AI \u80fd\u529b\uff0c\u6709\u671b\u91cd\u5851\u5e02\u573a\u4f30\u503c\u3002<\/p>\n\n\n\n

1\u670830\u65e5\uff0c\u963f\u91cc\u4e91\u53d1\u5e03\u767e\u70bcqwen-max\u7cfb\u5217\u6a21\u578b\u4ef7\u683c\u8c03\u6574\u901a\u77e5\uff0cqwen-max\u3001qwen-max-2025-01-25\u3001qwen-max-latest\u4e09\u6b3e\u6a21\u578b\u8f93\u5165\u8f93\u51fa\u4ef7\u683c\u8c03\u6574\uff0cqwen-max batch\u548ccache\u540c\u6b65\u964d\u4ef7\u3002<\/p>\n\n\n\n

1\u670831\u65e5\uff0c\u82f1\u4f1f\u8fbe\u5ba3\u5e03\uff1a\u300cDeepSeek-R1\u4e0a\u7ebfNVIDIA NIM\u300d\uff0c\u5728\u5355\u4e2aNVIDIA HGX H200\u7cfb\u7edf\u4e0a\uff0cDeepSeek-R1\u7684\u5904\u7406\u901f\u5ea6\u53ef\u8fbe3,872 Token\/\u79d2\u3002\u540c\u65e5\uff0c\u4e9a\u9a6c\u900a\u4e5f\u5728Amazon Bedrock\u548cSageMaker AI\u4e2d\uff0c\u4e0a\u7ebf\u4e86DeepSeek-R1\u6a21\u578b\u3002<\/p>\n\n\n\n

1\u670831\u65e5\uff0c\u534e\u4e3a\u4e91\u5ba3\u5e03DeepSeek-R1\u4e0a\u7ebf\u534e\u4e3a\u4e91ModelArts\u6a21\u578b\u5373\u670d\u52a1MaaS\u5e73\u53f0\u3002<\/p>\n\n\n\n

1\u670831\u65e5\uff0cAI\u7f16\u7a0b\u5de5\u5177Windsurf\u548cCursor\u5747\u5ba3\u5e03\u66f4\u65b0\uff1a\u6b63\u5f0f\u652f\u6301DeepSeek\u7cfb\u5217AI\u6a21\u578b\uff0c\u5305\u62ecR1\u548cV3\u3002Windsurf\u79f0DeepSeek\u6a21\u578b\u5747\u90e8\u7f72\u5728\u897f\u65b9\u670d\u52a1\u5668\uff0cV3\u6a21\u578b\u4f7f\u7528\u6210\u672c\u4ec5\u4e3aClaude3.5\u76841\/4\uff0cR1\u6a21\u578b\u4f7f\u7528\u6210\u672c\u4e3aClaude3.5\u7684\u4e00\u534a\u3002<\/p>\n\n\n\n

2\u67081\u65e5\uff0cOpenAI \u5ba3\u5e03 o3-mini \u4e0e o3-mini-high \u6a21\u578b\u4e0a\u7ebf\uff0c\u8be5\u6a21\u578b\u73b0\u5df2\u53ef\u5728 ChatGPT \u548c API \u4e2d\u4f7f\u7528\u3002o3-mini \u5728\u6027\u80fd\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u76f8\u8f83\u4e8e o1-mini\uff0c\u54cd\u5e94\u901f\u5ea6\u63d0\u5347\u4e86 24%\uff0c\u5e76\u4e14\u7b54\u6848\u66f4\u4e3a\u51c6\u786e\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u5c55\u793a\u63a8\u7406\u8fc7\u7a0b\uff0c\u8fd8\u80fd\u5728\u7f16\u7801\u8bc4\u4f30\u4e2d\u968f\u7740\u601d\u8003\u65f6\u95f4\u7684\u589e\u52a0\u8868\u73b0\u6301\u7eed\u63d0\u5347\u3002\u5728\u6570\u5b66\u80fd\u529b\u6d4b\u8bc4\u548c\u5904\u7406\u56f0\u96be\u6570\u636e\u96c6\u65b9\u9762\uff0co3-mini \u540c\u6837\u8868\u73b0\u4f18\u5f02\u3002\u5f00\u53d1\u8005\u53ef\u901a\u8fc7 OpenAI \u7684 API \u4f7f\u7528\u8be5\u6a21\u578b\uff0c\u4ed8\u8d39\u7528\u6237\u53ef\u9009\u62e9\u63d0\u4f9b\u66f4\u9ad8\u667a\u80fd\u7684 o3-mini-high \u7248\u672c\uff0c\u800c\u514d\u8d39\u7528\u6237\u901a\u8fc7\u9009\u62e9\u201c\u63a8\u7406\u201d\u6a21\u5f0f\u4e5f\u80fd\u4f53\u9a8c\u8fd9\u4e00\u529f\u80fd\u3002<\/p>\n\n\n\n

2\u67081\u65e5\uff0c\u7845\u57fa\u6d41\u52a8\u5ba3\u5e03\u5176\u5927\u6a21\u578b\u4e91\u670d\u52a1\u5e73\u53f0 SiliconCloud \u6b63\u5f0f\u4e0a\u7ebf\u57fa\u4e8e\u534e\u4e3a\u4e91\u6607\u817e\u4e91\u670d\u52a1\u7684 DeepSeek-V3 \u548c DeepSeek-R1\u3002\u6b64\u6b21\u53d1\u5e03\u88ab\u89c6\u4e3a\u4e3a\u56fd\u5185\u7528\u6237\u7684\u6625\u8282\u793c\u7269\uff0c\u4ee3\u8868\u7740\u5728\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7684\u91cd\u8981\u8fdb\u5c55\u3002<\/p>\n\n\n\n

2\u67082\u65e5\uff0c\u817e\u8baf\u4e91\u5ba3\u5e03 DeepSeek-R1 \u5927\u6a21\u578b\u73b0\u652f\u6301\u4e00\u952e\u90e8\u7f72\u81f3\u817e\u8baf\u4e91\u7684\u300cHAI\u300d\u5e73\u53f0\uff0c\u5f00\u53d1\u8005\u53ef\u57283\u5206\u949f\u5185\u8f7b\u677e\u63a5\u5165\u548c\u8c03\u7528\u3002\u817e\u8baf\u4e91\u8868\u793a\uff0c\u901a\u8fc7\u300cHAI\u300d\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u518d\u8fdb\u884c\u7e41\u7410\u7684\u6b65\u9aa4\uff0c\u5982\u8d2d\u4e70\u5361\u7247\u3001\u5b89\u88c5\u9a71\u52a8\u3001\u914d\u7f6e\u7f51\u7edc\u548c\u5b58\u50a8\u7b49\uff0c\u7b80\u5316\u4e86\u90e8\u7f72\u6d41\u7a0b\uff0c\u5b9e\u73b0\u5feb\u901f\u6a21\u578b\u8c03\u7528\uff0c\u63d0\u5347\u4e86\u5f00\u53d1\u6548\u7387\u3002<\/p>\n\n\n\n

2\u67082\u65e5\uff0cOpenAI\u63a8\u51faDeep Research\u6df1\u5ea6\u641c\u7d22\u5de5\u5177\uff0c\u65e8\u5728\u4e3a\u9700\u8981\u8c03\u7814\u548c\u4fe1\u606f\u68c0\u7d22\u7684\u9886\u57df\u63d0\u4f9b\u6709\u529b\u652f\u6301\uff0c\u5982\u533b\u5b66\u3001\u91d1\u878d\u548c\u79d1\u7814\u7b49\u3002\u8be5\u5de5\u5177\u91c7\u7528\u4f18\u5316\u7248o3\u6a21\u578b\uff0c\u80fd\u591f\u57285-30\u5206\u949f\u5185\u641c\u7d22\u7f51\u9875\u4e0e\u5206\u6790\u6587\u4ef6\uff0c\u5e76\u751f\u6210\u7b80\u660e\u8be6\u7ec6\u7684\u62a5\u544a\u3002\u529f\u80fd\u5305\u62ec\u652f\u6301\u7f51\u7ad9\u5185\u5bb9\u8bfb\u53d6\u3001\u6570\u636e\u5904\u7406\u4e0e\u56fe\u8868\u751f\u6210\uff0c\u5f15\u7528\u6765\u6e90\u4f5c\u4e3a\u8bba\u636e\uff0c\u5b9e\u65f6\u663e\u793a\u8fdb\u5ea6\u3002\u73b0\u5df2\u5411Pro\u7528\u6237\u5f00\u653e\uff0c\u6708\u9650100\u6b21\uff0c\u5e76\u8ba1\u5212\u6269\u5c55\u81f3\u79fb\u52a8\u53ca\u684c\u9762\u7aef\u3002Plus\u7528\u6237\u5c06\u5728\u7ea6\u4e00\u4e2a\u6708\u540e\u83b7\u5f97\u4f7f\u7528\u6743\u9650\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u76ee\u524d\u4e0d\u652f\u6301\u82f1\u56fd\u3001\u745e\u58eb\u548c\u6b27\u6d32\u7ecf\u6d4e\u533a\u3002<\/p>\n\n\n\n

issue106 2025.2.3-2.9<\/strong><\/p>\n\n\n\n

macOS \u7248 ChatGPT \u5ba2\u6237\u7aef\u66f4\u65b0\u81f3 1.2025.031 \u7248\u672c\uff0c\u65b0\u589e\u4e86\u201c\u63a8\u7406\u201d\u9009\u9879\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u659c\u6760\u6307\u4ee4\u4e2d\u4f7f\u7528\u8fd9\u4e2a\u529f\u80fd\u3002\u542f\u7528\u8be5\u529f\u80fd\u65f6\u5c06\u8c03\u7528o3-mini\u6a21\u578b\u3002<\/p>\n\n\n\n

2\u67083\u65e5\uff0c\u5f97\u6548Agents\u5e73\u53f0\u5ba3\u5e03\u63a5\u5165DeepSeek-R1\u6a21\u578b\uff0c\u540c\u65f6\u6b64\u524d\u5df2\u652f\u6301\u7684DeepSeek-Chat\u4e0eDeepSeek-Coder\u4e24\u6b3e\u6a21\u578b\u5747\u5df2\u5347\u7ea7\u5230V3\u3002\u7528\u6237\u5728\u521b\u5efaAgent\u65f6\u53ef\u9009\u62e9R1\u6a21\u578b\uff0c\u6b64\u4e3e\u5c06\u5168\u9762\u63d0\u5347\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u4e2dAI\u5904\u7406\u5185\u5bb9\u7684\u8d28\u91cf\u548c\u6c34\u5e73\u3002<\/p>\n\n\n\n

\u534e\u4e3a\u9e3f\u8499NEXT\u5185\u7f6e\u7684\u667a\u80fd\u52a9\u624b\u5c0f\u827a\u73b0\u5df2\u63a5\u5165DeepSeek-R1\u6a21\u578b\u3002\u5347\u7ea7\u81f3HarmonyOS NEXT \u7248\u672c\u7684\u7528\u6237\uff0c\u5c06\u5c0f\u827aApp \u5347\u7ea7\u81f311.2.10.310 \u7248\u672c\u53ca\u4ee5\u4e0a\uff0c\u6253\u5f00\u5c0f\u827aApp\uff0c\u70b9\u51fb\u201c\u53d1\u73b0\u201d-\u201c\u667a\u80fd\u4f53\u201d-\u201cDeepSeek-R1\u201d\uff0c\u5373\u53ef\u4f53\u9a8cDeepSeek\u3002<\/p>\n\n\n\n

2\u67086\u65e5\uff0cGoogle\u4e8eGemini\u63a8\u51fa\u65b0\u6a21\u578b\uff0cGemini 2.0 Flash Thinking\u5b9e\u9a8c\u7248\uff0c\u73b0\u5df2\u5728Gemini Web\u7f51\u9875\u7aef\u4e0a\u7ebf\uff0c\u8be5\u6a21\u578b\u5df2\u5728\u5927\u6a21\u578b\u7ade\u6280\u573almarena\u767b\u9876\u3002\u540c\u65f6\uff0c\u8fd8\u4e3aGemini Advanced\u4ed8\u8d39\u8ba2\u9605\u7684\u9ad8\u7ea7\u7528\u6237\u63d0\u4f9b\u4e86Gemini 2.0 Pro\u5b9e\u9a8c\u7248\u6a21\u578b\u3002\u5168\u65b0\u7684\u6a21\u578b\u65e8\u5728\u63d0\u5347\u7528\u6237\u7684\u601d\u7ef4\u548c\u521b\u4f5c\u6548\u7387\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u8c37\u6b4c\u5728\u4eba\u5de5\u667a\u80fd\u52a9\u7406\u9886\u57df\u7684\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n

2\u67086\u65e5\u51cc\u6668\uff0cOpenAI\u5ba3\u5e03\uff0c\u514d\u8d39\u5411\u6240\u6709\u7528\u6237\u5f00\u653eChatGPT\u641c\u7d22\u529f\u80fd\uff0c\u65e0\u9700\u6ce8\u518c\u3002\u8fd9\u4e00\u521b\u65b0\u6027\u4e3e\u63aa\u6807\u5fd7\u7740OpenAI\u5728\u641c\u7d22\u5f15\u64ce\u9886\u57df\u7684\u66f4\u5927\u7ade\u4e89\u529b\uff0cChatGPT\u641c\u7d22\u80fd\u591f\u5feb\u901f\u6293\u53d6\u7f51\u7edc\u4fe1\u606f\u3001\u89e3\u8bfb\u7528\u6237\u60f3\u6cd5\u5e76\u63d0\u4f9b\u6765\u6e90\u5730\u5740\u3002\u76f8\u6bd4\u4f20\u7edf\u641c\u7d22\u5f15\u64ce\u5982\u8c37\u6b4c\uff0c\u80fd\u5b9e\u73b0\u5206\u949f\u7ea7\u522b\u7684\u89e3\u6790\u3002\u8fd9\u4e00\u51b3\u7b56\u5f15\u53d1\u4e86\u5e7f\u6cdb\u8ba8\u8bba\uff0c\u8bb8\u591a\u7528\u6237\u548c\u4e1a\u5185\u4e13\u5bb6\u8ba4\u4e3a\uff0c\u8fd9\u53ef\u80fd\u4f1a\u51b2\u51fb\u4f20\u7edf\u641c\u7d22\u5f15\u64ce\u7684\u5e02\u573a\u683c\u5c40\uff0c\u9884\u793a\u7740\u641c\u7d22\u65b9\u5f0f\u7684\u91cd\u5927\u53d8\u9769\u3002<\/p>\n\n\n\n

\u5b57\u8282\u8df3\u52a8\u63a8\u51fa\u5168\u65b0\u591a\u6a21\u6001\u89c6\u9891\u751f\u6210\u6a21\u578bOmniHuman\uff0c\u65e8\u5728\u63d0\u5347\u6570\u5b57\u4eba\u52a8\u753b\u751f\u6210\u7684\u6548\u7387\u4e0e\u771f\u5b9e\u611f\u3002\u8be5\u6a21\u578b\u5141\u8bb8\u7528\u6237\u4ec5\u901a\u8fc7\u4e00\u5f20\u56fe\u7247\u548c\u4e00\u6bb5\u97f3\u9891\u5373\u53ef\u751f\u6210\u751f\u52a8\u7684\u52a8\u6001\u89c6\u9891\uff0c\u517c\u5bb9\u591a\u79cd\u56fe\u7247\u5c3a\u5bf8\u4e0e\u4eba\u7269\u5360\u6bd4\u30022\u67088\u65e5\uff0c\u8be5\u6a21\u578b\u5df2\u4e0a\u7ebf\u5373\u68a6AI\u3002OmniHuman\u7684\u95ee\u4e16\u6807\u5fd7\u7740\u5b57\u8282\u8df3\u52a8\u5728AI\u89c6\u9891\u521b\u4f5c\u9886\u57df\u7684\u53c8\u4e00\u6b21\u6280\u672f\u7a81\u7834\uff0c\u53ef\u80fd\u4f1a\u5bf9\u5185\u5bb9\u521b\u4f5c\u6a21\u5f0f\u4ea7\u751f\u91cd\u5927\u7684\u5f71\u54cd\uff0c\u5e76\u63a8\u52a8\u6570\u5b57\u4eba\u6280\u672f\u7684\u5546\u4e1a\u5316\u53d1\u5c55\u3002<\/p>\n\n\n\n

Pika\u53d1\u5e03\u540d\u4e3aPikadditions\u7684\u521b\u65b0\u5de5\u5177\uff0c\u5b83\u80fd\u591f\u5c06\u4efb\u4f55\u56fe\u7247\u4e2d\u7684\u7269\u4f53\u65e0\u7f1d\u878d\u5408\u5230\u7528\u6237\u62cd\u6444\u7684\u89c6\u9891\u4e2d\uff0c\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709\u89c6\u9891\u7684\u5185\u5bb9\u3002\u8fd9\u9879\u6280\u672f\u7684\u63a8\u51fa\u4e3a\u89c6\u9891\u521b\u4f5c\u548c\u7f16\u8f91\u5e26\u6765\u4e86\u65b0\u7684\u53ef\u80fd\u6027\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u5728\u4e0d\u5f71\u54cd\u89c6\u9891\u6574\u4f53\u98ce\u683c\u548c\u7ed3\u6784\u7684\u60c5\u51b5\u4e0b\uff0c\u6dfb\u52a0\u4e2a\u6027\u5316\u7684\u89c6\u89c9\u5143\u7d20\u3002Pikadditions\u7684\u8fd9\u4e00\u521b\u65b0\u529f\u80fd\u5c06\u4e3a\u5185\u5bb9\u521b\u4f5c\u8005\u63d0\u4f9b\u66f4\u5927\u7684\u7075\u6d3b\u6027\u548c\u521b\u4f5c\u81ea\u7531\uff0c\u63d0\u5347\u89c6\u9891\u5236\u4f5c\u7684\u8da3\u5473\u6027\u548c\u591a\u6837\u6027\u3002<\/p>\n\n\n\n

\u9489\u9489\u5ba3\u5e03\u7387\u5148\u63a5\u5165DeepSeek\u3002\u7528\u6237\u5728\u521b\u5efaAI\u52a9\u7406\u65f6\u53ef\u4ee5\u76f4\u63a5\u9009\u62e9DeepSeek\u7cfb\u5217\u7684R1\u3001V3\u7b49\u4e09\u79cd\u6a21\u578b\u3002\u540c\u65f6\uff0c\u9489\u9489\u63a8\u51fa\u4e86\u5168\u65b0\u6a21\u677f\uff0c\u65e8\u5728\u7b80\u5316\u7528\u6237\u521b\u5efa\u4e0e\u53d1\u5e03\u57fa\u4e8eDeepSeek\u6a21\u578b\u7684AI\u52a9\u7406\u7684\u8fc7\u7a0b\u3002\u7528\u6237\u5728\u521b\u5efaAI\u52a9\u529b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5373\u53ef\u9009\u62e9DeepSeek\u7cfb\u5217\u6a21\u578b\uff0c\u5728\u5de5\u4f5c\u6d41\u914d\u7f6e\u754c\u9762\u4e2d\uff0c\u4e5f\u53ef\u9009\u62e9DeepSeek\u7cfb\u5217\u6a21\u578b\uff0c\u4f53\u9a8c\u8fd9\u4e9b\u6a21\u578b\u7684\u667a\u80fd\u4e92\u52a8\u529f\u80fd\u3002\u8fd9\u4e00\u66f4\u65b0\u5c06\u5927\u5e45\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff0c\u4f7fAI\u52a9\u7406\u7684\u521b\u5efa\u66f4\u52a0\u4fbf\u6377\u9ad8\u6548\u3002<\/p>\n\n\n\n

GitHub\u63a8\u51fa\u4e86Copilot Edits\uff0c\u8fd9\u4e00\u65b0\u529f\u80fd\u7c7b\u4f3c\u4e8eDevin\uff0c\u80fd\u591f\u65e0\u76d1\u7763\u5730\u7f16\u5199\u4ee3\u7801\u3002Copilot Edits\u5229\u7528\u5148\u8fdb\u7684AI\u6280\u672f\uff0c\u6839\u636e\u7528\u6237\u7684\u610f\u56fe\u548c\u4e0a\u4e0b\u6587\uff0c\u81ea\u52a8\u751f\u6210\u548c\u7f16\u8f91\u4ee3\u7801\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u7f16\u7a0b\u4f53\u9a8c\u3002\u65b0\u7684\u4ee3\u7406\u6a21\u5f0f\u589e\u5f3a\u4e86Copilot\u7684\u80fd\u529b\uff0c\u4f7f\u5176\u80fd\u591f\u81ea\u4e3b\u8fed\u4ee3\u4ee3\u7801\u3001\u5efa\u8bae\u547d\u4ee4\u5e76\u5728\u65e0\u9700\u7528\u6237\u5e72\u9884\u7684\u60c5\u51b5\u4e0b\u4fee\u590d\u9519\u8bef\u3002\u8fd9\u4e00\u66f4\u65b0\u6807\u5fd7\u7740GitHub\u5728\u667a\u80fd\u7f16\u7a0b\u52a9\u624b\u9886\u57df\u7684\u53c8\u4e00\u6b21\u7a81\u7834\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u8f7b\u677e\u5730\u8fdb\u884c\u4ee3\u7801\u521b\u4f5c\u548c\u4fee\u6539\uff0c\u63a8\u52a8\u8f6f\u4ef6\u5f00\u53d1\u7684\u521b\u65b0\u4e0e\u8fdb\u6b65\u3002<\/p>\n\n\n\n

issue107 2025.2.10-2.16<\/strong><\/p>\n\n\n\n

2\u670810\u65e5\uff0cOpenAI\u9996\u5e2d\u6267\u884c\u5b98\u5c71\u59c6\u00b7\u5965\u7279\u66fc\uff08Sam Altman\uff09\u53d1\u5e03\u4e86\u5bf9\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u6700\u65b0\u9884\u6d4b\uff0c\u6307\u51faAI\u6b63\u8fdb\u5165\u4e00\u4e2a\u5168\u65b0\u9636\u6bb5\u3002\u4ed6\u63d0\u51fa\u4e09\u5927\u6838\u5fc3\u8d8b\u52bf\uff0c\u9884\u793a\u7740\u5168\u7403\u7ecf\u6d4e\u3001\u79d1\u6280\u683c\u5c40\u548c\u4e2a\u4eba\u80fd\u529b\u7684\u91cd\u5927\u53d8\u9769\uff1a\u9996\u5148\uff0cAI\u667a\u80fd\u4e0e\u7b97\u529b\u4e4b\u95f4\u5448\u5bf9\u6570\u5173\u7cfb\uff0c\u6295\u5165\u5341\u500d\u7b97\u529b\u5e26\u6765\u7684\u667a\u80fd\u63d0\u5347\u6709\u9650\uff1b\u5176\u6b21\uff0cAI\u4f7f\u7528\u6210\u672c\u9884\u8ba1\u6bcf\u5e74\u4e0b\u964d\u5341\u500d\uff0c\u4f7f\u5f97AI\u670d\u52a1\u666e\u53ca\uff0c\u4f46\u53ef\u80fd\u5bfc\u81f4\u66f4\u591a\u5c97\u4f4d\u88ab\u53d6\u4ee3\uff1b\u6700\u540e\uff0cAI\u7ecf\u6d4e\u589e\u957f\u8d85\u6307\u6570\u7ea7\uff0c\u5c06\u63a8\u52a8\u5168\u7403\u8d22\u5bcc\u7684\u7206\u70b8\u5f0f\u589e\u957f\uff0c\u4f46\u4e5f\u53ef\u80fd\u8fdb\u4e00\u6b65\u52a0\u5927\u8d2b\u5bcc\u5dee\u8ddd\u3002\u5965\u7279\u66fc\u5f3a\u8c03\uff0cAGI\uff08\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff09\u5c06\u6210\u4e3a\u524d\u6240\u672a\u6709\u7684\u751f\u4ea7\u529b\u5de5\u5177\uff0c\u5176\u5f71\u54cd\u5c06\u8d85\u8d8a\u4ee5\u5f80\u7684\u79d1\u6280\u9769\u547d\u3002<\/p>\n\n\n\n

2\u670810\u65e5\uff0c\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u4e0e\u5317\u4eac\u4ea4\u901a\u5927\u5b66\u3001\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u8054\u5408\u63a8\u51fa\u7684\u89c6\u9891\u751f\u6210\u5b9e\u9a8c\u6a21\u578b\u201cVideoWorld\u201d\u73b0\u5df2\u5f00\u6e90\u3002\u8be5\u6a21\u578b\u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5176\u80fd\u591f\u4ec5\u4f9d\u8d56\u89c6\u89c9\u4fe1\u606f\u8fdb\u884c\u4e16\u754c\u8ba4\u77e5\uff0c\u9996\u6b21\u5728\u4e1a\u754c\u5b9e\u73b0\u65e0\u9700\u4f9d\u8d56\u8bed\u8a00\u6a21\u578b\u7684\u80fd\u529b\u3002\u8fd9\u4e00\u8fdb\u5c55\u4e0eSora\u3001DALL-E\u548cMidjourney\u7b49\u4e3b\u6d41\u591a\u6a21\u6001\u6a21\u578b\u5f62\u6210\u9c9c\u660e\u5bf9\u6bd4\uff0c\u6807\u5fd7\u7740\u89c6\u9891\u751f\u6210\u9886\u57df\u7684\u91cd\u5927\u521b\u65b0\u3002\u76f8\u5173\u4ee3\u7801\u548c\u6a21\u578b\u5df2\u516c\u5f00\uff0c\u4f9b\u7814\u7a76\u8005\u548c\u5f00\u53d1\u8005\u4f7f\u7528\u3002<\/p>\n\n\n\n

\u4e3a\u671f\u4e24\u5929\u7684\u4eba\u5de5\u667a\u80fd\u884c\u52a8\u5cf0\u4f1a11\u65e5\u5728\u6cd5\u56fd\u5df4\u9ece\u95ed\u5e55\u3002\u6cd5\u56fd\u3001\u4e2d\u56fd\u3001\u6b27\u76df\u7b4960\u4e2a\u56fd\u5bb6\u548c\u56fd\u9645\u7ec4\u7ec7\u7b7e\u7f72\u4e86\u300a\u5173\u4e8e\u53d1\u5c55\u5305\u5bb9\u3001\u53ef\u6301\u7eed\u7684\u4eba\u5de5\u667a\u80fd\u9020\u798f\u4eba\u7c7b\u4e0e\u5730\u7403\u7684\u58f0\u660e\u300b\u3002\u58f0\u660e\u8868\u793a\uff0c\u672c\u6b21\u5cf0\u4f1a\u51f8\u663e\u4e86\u52a0\u5f3a\u4eba\u5de5\u667a\u80fd\u751f\u6001\u7cfb\u7edf\u591a\u6837\u6027\u7684\u91cd\u8981\u6027\uff0c\u5404\u65b9\u8868\u793a\u5e94\u4fc3\u8fdb\u4eba\u5de5\u667a\u80fd\u7684\u53ef\u53ca\u6027\u4ee5\u7f29\u5c0f\u6570\u5b57\u9e3f\u6c9f\uff0c\u5e94\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u5f00\u653e\u3001\u5305\u5bb9\u3001\u5b89\u5168\u3001\u53ef\u9760\uff0c\u5e76\u52a0\u5f3a\u56fd\u9645\u534f\u8c03\u6cbb\u7406\u3002\u7f8e\u56fd\u548c\u82f1\u56fd\u6ca1\u6709\u7b7e\u7f72\u8fd9\u4e00\u58f0\u660e\u3002<\/p>\n\n\n\n

2\u670812\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u63d0\u51fa\u4e86\u5168\u65b0\u7684\u7a00\u758f\u6a21\u578b\u67b6\u6784UltraMem\uff0c\u8be5\u67b6\u6784\u6709\u6548\u89e3\u51b3\u4e86MoE\u63a8\u7406\u65f6\u9ad8\u989d\u7684\u8bbf\u5b58\u95ee\u9898\uff0c\u63a8\u7406\u901f\u5ea6\u8f83MoE\u67b6\u6784\u63d0\u53472-6\u500d\uff0c\u63a8\u7406\u6210\u672c\u6700\u9ad8\u53ef\u964d\u4f4e83%\u3002\u8be5\u7814\u7a76\u8fd8\u63ed\u793a\u4e86\u65b0\u67b6\u6784\u7684Scaling Law\uff0c\u8bc1\u660e\u5176\u4e0d\u4ec5\u5177\u5907\u4f18\u5f02\u7684Scaling\u7279\u6027\uff0c\u66f4\u5728\u6027\u80fd\u4e0a\u8d85\u8d8a\u4e86MoE\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u8bad\u7ec3\u89c4\u6a21\u8fbe2000\u4e07value\u7684UltraMem\u6a21\u578b\uff0c\u5728\u540c\u7b49\u8ba1\u7b97\u8d44\u6e90\u4e0b\uff0c\u53ef\u540c\u65f6\u5b9e\u73b0\u4e1a\u754c\u9886\u5148\u7684\u63a8\u7406\u901f\u5ea6\u548c\u6a21\u578b\u6027\u80fd\uff0c\u4e3a\u6784\u5efa\u6570\u5341\u4ebf\u89c4\u6a21value\u6216expert\u5f00\u8f9f\u4e86\u65b0\u8def\u5f84\u3002<\/p>\n\n\n\n

2\u670813\u65e5\uff0cOpenAI\u516c\u5e03\u4ea7\u54c1\u8def\u7ebf\u56fe\uff1aGPT4.5\u5c06\u662f\u6700\u540e\u4e00\u4e2a\u975eCoT\u601d\u7ef4\u94fe\u6a21\u578b\u3002\u672a\u6765\uff0c\u6240\u6709\u7684LLM\u90fd\u662f\u5e26CoT\u7684\u6a21\u578b\u3002\u6bd4\u5982GPT-5\uff0c\u5c06\u96c6\u6210o3\uff0c\u5e76\u57fa\u4e8eGPT-4o\u5347\u7ea7\u800c\u6210\u3002<\/p>\n\n\n\n

2\u670813\u65e5\uff0c\u817e\u8baf\u4e3b\u529bAI\u5e94\u7528\u201c\u5143\u5b9d\u201d\u5ba3\u5e03\u63a5\u5165DeepSeek-R1\u6ee1\u8840\u7248\uff0c\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u5728\u6a21\u578b\u9009\u62e9\u6846\u4e2d\u81ea\u7531\u5207\u6362\u6df7\u5143\u6a21\u578b\u548c\u6ee1\u8840\u7248DeepSeek-R1\u3002\u8be5\u7248\u672c\u652f\u6301\u8054\u7f51\u641c\u7d22\uff0c\u5e76\u6574\u5408\u4e86\u5fae\u4fe1\u516c\u4f17\u53f7\u3001\u89c6\u9891\u53f7\u7b49\u817e\u8baf\u751f\u6001\u4fe1\u606f\u6e90\uff0c\u589e\u5f3a\u4e86\u4fe1\u606f\u83b7\u53d6\u7684\u591a\u6837\u6027\u548c\u5b9e\u7528\u6027\u3002\u8fd9\u4e00\u5347\u7ea7\u4f7f\u5f97\u201c\u5143\u5b9d\u201d\u6210\u4e3a\u4e00\u6b3e\u652f\u6301\u53cc\u6a21\u578b\u3001\u5177\u5907\u8054\u7f51\u641c\u7d22\u80fd\u529b\u7684\u5f3a\u5927AI\u52a9\u624b\u3002<\/p>\n\n\n\n

2\u670814\u65e5\uff0c\u767e\u5ea6\u5ba3\u5e03\u5c06\u5728\u672a\u6765\u51e0\u4e2a\u6708\u4e2d\u9646\u7eed\u63a8\u51fa\u6587\u5fc3\u5927\u6a21\u578b4.5\u7cfb\u5217\uff0c\u5e76\u4e8e6\u670830\u65e5\u8d77\u6b63\u5f0f\u5f00\u6e90\u3002\u6b64\u524d\uff0c\u674e\u5f66\u5b8f\u66fe\u8868\u793a\u5f00\u6e90\u6a21\u578b\u4e0d\u5982\u95ed\u6e90\u6a21\u578b\u3002\u201c\u5f53\u4f60\u7406\u6027\u5730\u53bb\u60f3\uff0c\u5927\u6a21\u578b\u80fd\u591f\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\uff0c\u4ee5\u4ec0\u4e48\u6837\u7684\u6210\u672c\u5e26\u6765\u4ef7\u503c\u7684\u65f6\u5019\uff0c\u5c31\u4f1a\u53d1\u73b0\uff0c\u4f60\u6c38\u8fdc\u5e94\u8be5\u9009\u62e9\u95ed\u6e90\u6a21\u578b\u3002\u4eca\u5929\u65e0\u8bba\u662fChatGPT\u3001\u8fd8\u662f\u6587\u5fc3\u4e00\u8a00\u7b49\u95ed\u6e90\u6a21\u578b\uff0c\u4e00\u5b9a\u6bd4\u5f00\u6e90\u6a21\u578b\u66f4\u5f3a\u5927\uff0c\u63a8\u7406\u6210\u672c\u66f4\u4f4e\u3002\u201d<\/p>\n\n\n\n

2\u670815\u65e5\uff0c\u5fae\u4fe1\u7070\u5ea6\u4e0a\u7ebf\u4e86\u201cAI\u641c\u7d22\u201d\u529f\u80fd\uff0c\u5e76\u63a5\u5165DeepSeek-R1\u63d0\u4f9b\u7684\u201c\u6df1\u5ea6\u601d\u8003\u201d\u670d\u52a1\u3002\u6839\u636e\u817e\u8baf\u7684\u786e\u8ba4\uff0c\u90e8\u5206\u7528\u6237\u5df2\u53ef\u4ee5\u5728\u5fae\u4fe1\u5bf9\u8bdd\u6846\u9876\u90e8\u770b\u5230\u201cAI\u641c\u7d22\u201d\u5165\u53e3\uff0c\u70b9\u51fb\u540e\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528DeepSeek-R1\u6ee1\u8840\u7248\u6a21\u578b\uff0c\u4eab\u53d7\u66f4\u4e3a\u4e30\u5bcc\u7684\u641c\u7d22\u4f53\u9a8c\u3002\u5c1a\u672a\u770b\u5230\u6b64\u5165\u53e3\u7684\u7528\u6237\u5219\u53ef\u80fd\u9700\u8981\u8010\u5fc3\u7b49\u5f85\u540e\u7eed\u7684\u5f00\u653e\u3002\u6b64\u4e3e\u6807\u5fd7\u7740\u5fae\u4fe1\u5728AI\u641c\u7d22\u9886\u57df\u7684\u8fdb\u4e00\u6b65\u6df1\u5316\u3002<\/p>\n\n\n\n

2\u670816\u65e5\uff0c\u767e\u5ea6\u641c\u7d22\u5b98\u5ba3\u5c06\u5168\u9762\u63a5\u5165DeepSeek\u548c\u6587\u5fc3\u5927\u6a21\u578b\u6df1\u5ea6\u641c\u7d22\u529f\u80fd\u3002<\/p>\n\n\n\n

issue108 2025.2.17-2.23<\/strong><\/p>\n\n\n\n

2\u670817\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u5f00\u59cb\u7070\u5ea6\u4e0a\u7ebfHunyuan T1\u63a8\u7406\u6a21\u578b\uff0c\u7528\u6237\u5728\u4f7f\u7528\u5143\u5b9d\u65f6\uff0c\u5f00\u542f\u6df1\u5ea6\u601d\u8003\u5373\u53ef\u542f\u7528\u6700\u65b0\u7684T1\u6a21\u578b\u3002<\/p>\n\n\n\n

2\u670818\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u7684AI\u4ee3\u7801\u7f16\u8f91\u5668\u201cTrae\u201d\u6b63\u5f0f\u4e0a\u7ebfWindows\u7248\u672c\uff0c\u652f\u6301Windows 10\u548cWindows 11\u7cfb\u7edf\u3002\u8be5\u5de5\u5177\u7531\u5b57\u8282\u8df3\u52a8\u65d7\u4e0b\u7684\u65b0\u52a0\u5761\u516c\u53f8SPRING PTE\u5f00\u53d1\uff0c\u9664\u4e86\u63d0\u4f9bAI\u95ee\u7b54\u529f\u80fd\uff0c\u8fd8\u5177\u5907\u591a\u79cd\u7f16\u7a0b\u8f85\u52a9\u7279\u6027\uff0c\u65e8\u5728\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002\u201cTrae\u201d\u88ab\u89c6\u4e3a\u56fd\u4ea7\u7248Cursor\uff0c\u5438\u5f15\u4e86\u4f17\u591a\u5f00\u53d1\u8005\u7684\u5173\u6ce8\u3002<\/p>\n\n\n\n

2\u670818\u65e5\uff0cxAI\u4e3e\u884c\u76f4\u64ad\u53d1\u5e03\u6d3b\u52a8\uff0cGrok3\u6b63\u5f0f\u53d1\u5e03\uff0c\u63a8\u51fa\u4e86\u4e24\u6b3e\u6a21\u578b\uff1aGrok-3\u548cGrok-3 Reasoning\uff0c\u5747\u6709mini\u7248\u3002\u8fd9\u4e24\u4e2a\u6a21\u578b\u7684\u6d4b\u8bd5\u6210\u7ee9\u5747\u9886\u5148\u4e8eOpenAI\uff0c\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u6027\u80fd\u3002\u6b64\u6b21\u6a21\u578b\u7684\u8bad\u7ec3\u8017\u8d39\u4e8620\u4e07\u5757GPU\uff0c\u5386\u65f6\u534a\u5e74\u3002\u6b64\u5916\uff0cGrok\u8fd8\u53d1\u5e03\u4e86\u540d\u4e3aGrok DeepSearch\u7684Agent\u5de5\u5177\uff0c\u63d0\u4f9b\u7c7b\u4f3c\u4e8eDeepResearch\u7684\u529f\u80fd\u3002\u4ed8\u8d39\u4f1a\u5458\u5c06\u5f88\u5feb\u80fd\u591f\u4f7f\u7528Grok-3\uff0c\u5e76\u4e14\u672a\u6765Grok\u5e94\u7528\u5c06\u63a8\u51fa\u4e13\u5c5e\u4f1a\u5458\u670d\u52a1\u3002\u7528\u6237\u53ea\u9700\u540c\u610f\u6570\u636e\u5171\u4eab\u5373\u53ef\u83b7\u5f97150\u7f8e\u5143\u7684API\u989d\u5ea6\uff0c\u8be6\u7ec6\u914d\u7f6e\u53ef\u5728x.ai\u7684\u63a7\u5236\u53f0\u8fdb\u884c\u3002<\/p>\n\n\n\n

2\u670818\u65e5\uff0cMistral AI\u5ba3\u5e03\u63a8\u51fa\u5176\u9996\u4e2a\u4e13\u4e1a\u533a\u57df\u8bed\u8a00\u6a21\u578b\u201cMistral Saba\u201d\uff0c\u8be5\u6a21\u578b\u4e13\u4e3a\u4e2d\u4e1c\u4e0e\u5357\u4e9a\u5e02\u573a\u8bbe\u8ba1\uff0c\u62e5\u6709240\u4ebf\u53c2\u6570\u3002Saba\u7ecf\u8fc7\u9ad8\u54c1\u8d28\u6570\u636e\u96c6\u7684\u8bad\u7ec3\uff0c\u80fd\u591f\u9ad8\u6548\u7406\u89e3\u548c\u751f\u6210\u963f\u62c9\u4f2f\u8bed\u53ca\u591a\u79cd\u5357\u4e9a\u8bed\u8a00\u3002\u6b64\u6a21\u578b\u7ecf\u8fc7\u4f18\u5316\uff0c\u652f\u6301\u672c\u5730\u90e8\u7f72\uff0c\u65e8\u5728\u6ee1\u8db3\u7279\u5b9a\u533a\u57df\u5ba2\u6237\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

2\u670818\u65e5\uff0cOpenAI\u8054\u5408\u521b\u59cb\u4eba\u517c\u9996\u5e2d\u6267\u884c\u5b98Sam Altman\u5728\u793e\u4ea4\u5a92\u4f53\u4e0a\u8ba8\u8bba\u4e86\u516c\u53f8\u4e0b\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u63d0\u51fa\u6784\u5efa\u4e00\u4e2a\u7c7b\u4f3co3-mini\u7ea7\u522b\u7684\u5c0f\u578b\u6a21\u578b\u6216\u4e13\u4e3a\u624b\u673a\u4f18\u5316\u7684\u6a21\u578b\u7684\u53ef\u884c\u6027\u3002\u4ed6\u8868\u793a\uff0c\u76f8\u8f83\u4e8e\u5c0f\u578b\u6a21\u578b\uff0c\u6253\u9020\u80fd\u591f\u5728\u624b\u673a\u4e0a\u9ad8\u6548\u8fd0\u884c\u7684\u9ad8\u7ea7\u6a21\u578b\u53ef\u80fd\u66f4\u6709\u4ef7\u503c\uff0c\u65e8\u5728\u63a2\u7d22\u5982\u4f55\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u5b9e\u73b0AI\u6280\u672f\u7684\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n\n\n\n

2\u670818\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u53d1\u5e03\u4e86\u4e2d\u56fd\u9996\u4e2a\u9488\u5bf9AI\u77ed\u5267\u521b\u4f5c\u7684\u89c6\u9891\u751f\u6210\u6a21\u578bSkyReels-V1\u53ca\u5176\u8868\u60c5\u52a8\u4f5c\u53ef\u63a7\u7b97\u6cd5SkyReels-A1\u3002\u8fd9\u4e9b\u521b\u65b0\u6a21\u578b\u4ee5\u201c\u4ee5\u4eba\u4e3a\u4e2d\u5fc3\u201d\u4e3a\u8bbe\u8ba1\u7406\u5ff5\uff0c\u652f\u6301\u4ece\u6587\u672c\u548c\u56fe\u50cf\u751f\u6210\u89c6\u9891\uff0c\u8fbe\u5230\u4e0e\u5e02\u573a\u4e0a\u77e5\u540d\u95ed\u6e90\u6a21\u578b\u5982\u5feb\u624b\u53ef\u7075\u3001MiniMax\u6d77\u87baAI\u76f8\u5ab2\u7f8e\u7684\u6027\u80fd\u3002SkyReels-V1\u57fa\u4e8e\u6df7\u5143\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u80fd\u591f\u5b9e\u73b0\u5fae\u8868\u60c5\u8fd8\u539f\u4e0e\u4e13\u4e1a\u8fd0\u955c\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u6606\u4ed1\u4e07\u7ef4\u7684AI\u77ed\u5267\u5e73\u53f0\u8fdb\u884c\u4f53\u9a8c\uff0c\u8fc5\u901f\u83b7\u5f97\u5404\u79cd\u597d\u83b1\u575e\u98ce\u683c\u7684\u89c6\u9891\u521b\u4f5c\u3002<\/p>\n\n\n\n

2\u670819\u65e5\uff0cDeepSeek\u63a8\u51fa\u4e86NSA\uff08Native Sparse Attention\uff09\u67b6\u6784\uff0c\u65e8\u5728\u901a\u8fc7\u786c\u4ef6\u5bf9\u9f50\u5b9e\u73b0\u9ad8\u6548\u7684\u957f\u4e0a\u4e0b\u6587\u5efa\u6a21\u3002\u8fd9\u4e00\u521b\u65b0\u5e94\u5bf9\u4e86\u6807\u51c6\u6ce8\u610f\u529b\u673a\u5236\u5728\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u4e2d\u7684\u9ad8\u8ba1\u7b97\u6210\u672c\u95ee\u9898\uff0c\u901a\u8fc7\u7a00\u758f\u6ce8\u610f\u529b\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\uff0c\u4ece\u800c\u63d0\u9ad8\u6548\u7387\u3002NSA\u7ed3\u5408\u4e86\u52a8\u6001\u5206\u5c42\u7a00\u758f\u7b56\u7565\uff0c\u517c\u987e\u5168\u5c40\u548c\u5c40\u90e8\u4e0a\u4e0b\u6587\uff0c\u663e\u8457\u4f18\u5316\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6027\u80fd\uff0c\u4e0eOpenAI\u7684o\u7cfb\u5217\u6a21\u578b\u548cGemini 1.5 Pro\u76f8\u6bd4\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u4e86\u957f\u4e0a\u4e0b\u6587\u5efa\u6a21\u7684\u8fdb\u6b65\u3002<\/p>\n\n\n\n

2\u670819\u65e5\uff0c\u6708\u4e4b\u6697\u9762\u53d1\u5e03\u4e86\u65b0\u6ce8\u610f\u529b\u67b6\u6784MoBA\uff08Mixture of Block Attention\uff09\uff0c\u8be5\u67b6\u6784\u7531\u521b\u59cb\u4eba\u517cCEO\u6768\u690d\u9e9f\u53c2\u4e0e\u7f72\u540d\u3002MoBA\u5c06\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u539f\u7406\u5e94\u7528\u4e8e\u6ce8\u610f\u529b\u673a\u5236\uff0c\u5f3a\u8c03\u201c\u66f4\u5c11\u7ed3\u6784\u201d\uff0c\u8ba9\u6a21\u578b\u81ea\u4e3b\u9009\u62e9\u5173\u6ce8\u7684\u4f4d\u7f6e\u3002\u6b64\u53d1\u5e03\u6b63\u8d76\u4e0aDeepSeek\u7684NSA\u67b6\u6784\u5f15\u53d1\u5173\u6ce8\uff0cMoBA\u4e0d\u4ec5\u53d1\u5e03\u8bba\u6587\uff0c\u8fd8\u516c\u5f00\u4e86\u7ecf\u8fc7\u4e00\u5e74\u5b9e\u9645\u90e8\u7f72\u9a8c\u8bc1\u7684\u4ee3\u7801\uff0c\u786e\u4fdd\u4e86\u6709\u6548\u6027\u548c\u7a33\u5065\u6027\u3002\u8fd9\u4e00\u7cfb\u5217\u8fdb\u5c55\u7a81\u663e\u4e86\u957f\u4e0a\u4e0b\u6587\u5efa\u6a21\u9886\u57df\u7684\u6fc0\u70c8\u7ade\u4e89\u3002<\/p>\n\n\n\n

2\u670819\u65e5\uff0c\u9636\u8dc3\u661f\u8fb0\u4e00\u6b21\u5f00\u6e90Step-Video-T2V\u548cStep-Audio\u4e24\u6b3e\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u524d\u8005300\u4ebf\u53c2\u6570\uff0c\u53ef\u751f\u6210204\u5e27540P\u9ad8\u8d28\u91cf\u89c6\u9891\uff0c\u4f4d\u5217\u5f00\u6e90\u89c6\u9891\u6a21\u578b\u7b2c\u4e00\uff1bStep-Video-T2V\u5177\u5907\u5f3a\u5927\u8fd0\u955c\u3001\u4eba\u7269\u8fd0\u52a8\u751f\u6210\u548c\u5f62\u8c61\u8868\u73b0\u80fd\u529b\uff0c\u91c7\u7528\u521b\u65b0\u7684Video-VAE\u67b6\u6784\uff0c\u5b9e\u73b016\u00d716\u7a7a\u95f4\u538b\u7f29\u6bd4\uff0c\u6548\u7387\u63d0\u534764\u500d\uff1bStep-Audio\u652f\u6301\u591a\u79cd\u60c5\u7eea\u3001\u65b9\u8a00\u548c\u6b4c\u58f0\u751f\u6210\uff0c\u5728\u4e94\u5927\u516c\u5f00\u6d4b\u8bd5\u96c6\u4e0a\u6027\u80fd\u9886\u5148\uff0c\u80fd\u5b8c\u6210\u8bed\u97f3\u8bc6\u522b\u3001\u8bed\u4e49\u7406\u89e3\u3001\u5bf9\u8bdd\u7b49\u4e00\u4f53\u5316\u529f\u80fd\u3002<\/p>\n\n\n\n

2\u670820\u65e5\uff0c\u9a6c\u65af\u514b\u5ba3\u5e03Grok-3\u73b0\u5df2\u514d\u8d39\u63d0\u4f9b\uff0c\u5438\u5f15\u4e86\u5e7f\u6cdb\u5173\u6ce8\u3002\u6b64\u524d\uff0c\u7528\u6237\u9700\u901a\u8fc7X\uff08\u63a8\u7279\uff09\u7684Premium+\u4f1a\u5458\u6216Grok APP\u7684SuperGrok\u4f1a\u5458\uff08\u6bcf\u670830\u7f8e\u5143\u3001\u6bcf\u5e74300\u7f8e\u5143\uff09\u624d\u80fd\u8bbf\u95ee\u3002\u6b64\u6b21\u5ba3\u5e03\u514d\u8d39\u5f15\u53d1\u4e86\u5de8\u5927\u7684\u7528\u6237\u6d41\u91cf\uff0c\u5bfc\u81f4\u670d\u52a1\u5668\u4e00\u5ea6\u5d29\u6e83\u3002<\/p>\n\n\n\n

2\u670820\u65e5\uff0c\u5fae\u8f6f\u53d1\u5e03\u4e86\u540d\u4e3aMuse\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u65e8\u5728\u9769\u65b0\u89c6\u9891\u6e38\u620f\u573a\u666f\u7684\u5236\u4f5c\u65b9\u5f0f\u3002\u8be5\u6a21\u578b\u7531\u5fae\u8f6f\u673a\u5668\u5b66\u4e60\u7814\u7a76\u56e2\u961f\u5f00\u53d1\uff0c\u80fd\u591f\u81ea\u52a8\u751f\u6210\u6e38\u620f\u89c6\u89c9\u5185\u5bb9\u548c\u63a7\u5236\u5668\u52a8\u4f5c\uff0c\u4e3a\u6e38\u620f\u521b\u4f5c\u5e26\u6765\u9769\u547d\u6027\u53d8\u5316\u3002Muse\u7684\u5f00\u53d1\u5f97\u76ca\u4e8e\u5fae\u8f6f\u6e38\u620f\u667a\u80fd\u4e0e\u53ef\u6559\u5b66\u4eba\u5de5\u667a\u80fd\u4f53\u9a8c\uff08Tai X\uff09\u56e2\u961f\u4e0eXbox\u6e38\u620f\u5de5\u4f5c\u5ba4\u65d7\u4e0bNinja Theory\u7684\u7d27\u5bc6\u5408\u4f5c\u3002<\/p>\n\n\n\n

2\u670820\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u6b63\u5f0f\u4e0a\u7ebf\u5168\u6a21\u6001\u6a21\u578bQwen-Omni\uff0c\u5177\u5907\u591a\u6a21\u6001\u6570\u636e\u5904\u7406\u80fd\u529b\uff0c\u652f\u6301\u89c6\u9891\u3001\u97f3\u9891\u3001\u56fe\u7247\u548c\u6587\u672c\u8f93\u5165\uff0c\u5e76\u80fd\u8f93\u51fa\u97f3\u9891\u4e0e\u6587\u672c\u3002\u4e0eQwen-VL\u548cQwen-Audio\u6a21\u578b\u76f8\u6bd4\uff0cQwen-Omni\u80fd\u591f\u6df1\u5165\u7406\u89e3\u89c6\u9891\u4e2d\u7684\u89c6\u89c9\u548c\u97f3\u9891\u4fe1\u606f\uff0c\u4e14\u5728\u591a\u6a21\u6001\u6570\u636e\u7406\u89e3\u65b9\u9762\u8868\u73b0\u4f18\u79c0\u3002\u8fd9\u4e00\u521b\u65b0\u4f7f\u5f97\u7528\u6237\u80fd\u591f\u66f4\u65b9\u4fbf\u5730\u8fdb\u884c\u591a\u79cd\u6570\u636e\u683c\u5f0f\u7684\u4ea4\u4e92\uff0c\u63d0\u5347\u4e86\u89c6\u89c9\u548c\u542c\u89c9\u7406\u89e3\u7684\u6574\u4f53\u6027\u80fd\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u63d0\u4f9b\u4e86\u66f4\u5e7f\u6cdb\u7684\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n

2\u670821\u65e5\uff0c\u7f8e\u56fd\u4eba\u5f62\u673a\u5668\u4eba\u516c\u53f8Figure\u63a8\u51fa\u4e86\u901a\u7528\u89c6\u89c9-\u8bed\u8a00-\u884c\u52a8\uff08VLA\uff09\u6a21\u578bHelix\uff0c\u8be5\u6a21\u578b\u63a7\u5236\u7684\u673a\u5668\u4eba\u80fd\u591f\u6839\u636e\u81ea\u7136\u8bed\u8a00\u63d0\u793a\u201c\u62ff\u8d77\u4efb\u4f55\u7269\u4ef6\u201d\uff0c\u751a\u81f3\u662f\u6b64\u524d\u672a\u66fe\u63a5\u89e6\u8fc7\u7684\u6570\u5343\u79cd\u5bb6\u7528\u7269\u54c1\u3002\u5728\u6f14\u793a\u4e2d\uff0c\u4e24\u540d\u673a\u5668\u4eba\u5c55\u793a\u4e86\u5176\u5206\u62e3\u6742\u8d27\u7684\u80fd\u529b\uff0c\u51c6\u786e\u5c06\u7269\u54c1\u653e\u7f6e\u4e8e\u6a71\u67dc\u3001\u51b0\u7bb1\u7b49\u7279\u5b9a\u4f4d\u7f6e\u3002Helix\u6a21\u578b\u7684\u5173\u952e\u7a81\u7834\u5728\u4e8e\u5176\u201c\u7075\u5de7\u624b\u201d\u6280\u672f\uff0c\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u901a\u8fc7\u5934\u90e8\u6444\u50cf\u5934\u5e73\u6ed1\u8ddf\u8e2a\u53cc\u624b\u52a8\u4f5c\uff0c\u5e76\u7cbe\u51c6\u63a7\u5236\u6293\u63e1\uff0c\u514b\u670d\u4e86\u4eba\u5f62\u673a\u5668\u4eba\u5f00\u53d1\u4e2d\u7684\u591a\u9879\u6311\u6218\u3002\u8fd9\u4e00\u8fdb\u5c55\u5c55\u793a\u4e86\u4eba\u5f62\u673a\u5668\u4eba\u5728\u52a8\u4f5c\u7cbe\u786e\u6027\u548c\u81ea\u4e3b\u64cd\u4f5c\u80fd\u529b\u4e0a\u7684\u65b0\u9ad8\u5ea6\u3002\u6709\u5a92\u4f53\u79f0\u6211\u4eec\u5df2\u7ecf\u8fce\u6765\u4e86\u5177\u8eab\u667a\u80fd\u7684ChatGPT\u65f6\u523b\u3002<\/p>\n\n\n\n

\u963f\u91cc\u5df4\u5df4\u672c\u5468\u6084\u7136\u53d1\u5e03\u4e86ComfyUI Copilot\uff0c\u4e00\u6b3e\u65e8\u5728\u63d0\u5347AI\u5f00\u53d1\u6548\u7387\u7684\u667a\u80fd\u52a9\u7406\u3002\u8be5\u5de5\u5177\u901a\u8fc7AI\u667a\u80fd\u8282\u70b9\u63a8\u8350\uff0c\u80fd\u591f\u81ea\u52a8\u89e3\u6790\u7528\u6237\u9700\u6c42\u5e76\u5feb\u901f\u642d\u5efa\u5de5\u4f5c\u6d41\uff1b\u540c\u65f6\uff0cComfyUI Copilot\u8fd8\u5177\u5907\u81ea\u52a8\u4f18\u5316\u53c2\u6570\u7684\u80fd\u529b\uff0c\u53d6\u4ee3\u4f20\u7edf\u7684\u624b\u52a8\u8c03\u8bd5\u65b9\u6cd5\u3002\u5b83\u652f\u6301\u4e00\u952e\u6a21\u578b\u67e5\u8be2\uff0c\u5e2e\u52a9\u7528\u6237\u8fc5\u901f\u627e\u5230\u5408\u9002\u7684\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u5e76\u80fd\u667a\u80fd\u8bca\u65ad\u4ee3\u7801\u9519\u8bef\uff0c\u63d0\u4f9b\u4fee\u590d\u5efa\u8bae\uff0c\u663e\u8457\u63d0\u5347\u5f00\u53d1\u7cbe\u51c6\u5ea6\u548c\u6548\u7387\u3002ComfyUI Copilot\u88ab\u8a89\u4e3aAI\u5f00\u53d1\u8005\u7684\u201c\u4e13\u5c5e\u52a9\u7406\u201d\uff0c\u63d0\u5347AIGC\u5f00\u53d1\u6548\u7387\u3002<\/p>\n\n\n\n

issue109 2025.2.24-3.2<\/strong><\/p>\n\n\n\n

2\u670824\u65e5\uff0cDeepSeek\u542f\u52a8\u4e86\u201c\u5f00\u6e90\u5468\u201d\uff0c\u9996\u4e2a\u5f00\u6e90\u9879\u76ee\u662fFlashMLA\uff0c\u4e00\u4e2a\u9488\u5bf9Hopper GPU\u4f18\u5316\u7684\u9ad8\u6548MLA\u89e3\u7801\u5185\u6838\uff0c\u4e13\u95e8\u7528\u4e8e\u5904\u7406\u53ef\u53d8\u957f\u5ea6\u5e8f\u5217\u3002FlashMLA\u7684\u8bbe\u8ba1\u7075\u611f\u6e90\u4e8eFlashAttention 2&3\u548ccutlass\u9879\u76ee\uff0c\u65e8\u5728\u63d0\u5347\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u6027\u80fd\u3002\u8be5\u9879\u76ee\u9700\u8981Hopper GPU\u3001CUDA 12.3\u53ca\u4ee5\u4e0a\u7248\u672c\u53caPyTorch 2.0\u53ca\u4ee5\u4e0a\u7248\u672c\u3002<\/p>\n\n\n\n

2\u670825\u65e5\uff0cAnthropic\u53d1\u5e03\u4e86Claude 3.7 Sonnet\u6df7\u5408\u63a8\u7406\u6a21\u578b\uff0c\u8d4b\u4e88\u7528\u6237\u5728\u5b9e\u65f6\u54cd\u5e94\u4e0e\u9010\u6b65\u63a8\u7406\u601d\u8003\u4e4b\u95f4\u81ea\u7531\u5207\u6362\u7684\u80fd\u529b\u3002Claude 3.7 Sonnet\u5728\u7f16\u7801\u548c\u524d\u7aef\u5f00\u53d1\u65b9\u9762\u8868\u73b0\u4f18\u5f02\uff0c\u5e76\u63a8\u51fa\u4e86Claude Code\u5de5\u5177\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u76f4\u63a5\u4ece\u7ec8\u7aef\u5c06\u590d\u6742\u7684\u5de5\u7a0b\u4efb\u52a1\u59d4\u6258\u7ed9Claude\u3002\u8be5\u6a21\u578b\u5728\u6240\u6709Claude\u8ba1\u5212\u53caAnthropic API\u5e73\u53f0\u4e0a\u5747\u53ef\u4f7f\u7528\uff0c\u5ef6\u957f\u601d\u8003\u6a21\u5f0f\u5728\u514d\u8d39\u7248\u5916\u7684\u6240\u6709\u7248\u672c\u5747\u53ef\u7528\u3002Claude 3.7 Sonnet\u901a\u8fc7\u4f18\u5316\u54cd\u5e94\u548c\u63a8\u7406\u80fd\u529b\u7684\u6574\u5408\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u987a\u7545\u7684\u4f7f\u7528\u4f53\u9a8c\uff0c\u53d6\u5f97\u4e86\u5728\u771f\u5b9e\u7f16\u7801\u4efb\u52a1\u4e2d\u7684\u663e\u8457\u6210\u7ee9\uff0c\u63d0\u9ad8\u4e86\u4ee3\u7801\u7684\u8d28\u91cf\u548c\u8bbe\u8ba1\u7f8e\u611f\u3002<\/p>\n\n\n\n

2\u670825\u65e5\u665a\uff0c\u963f\u91cc\u5df4\u5df4\u5ba3\u5e03\u5168\u9762\u5f00\u6e90\u5176\u89c6\u9891\u751f\u6210\u6a21\u578b\u4e07\u76f82.1\uff08https:\/\/github.com\/Wan-Video<\/a>\uff09\uff0c\u91c7\u7528Apache2.0\u534f\u8bae\u3002\u6b64\u6b21\u5f00\u653e\u768414B\u53c2\u6570\u7248\u672c\u5728\u6307\u4ee4\u9075\u5faa\u3001\u590d\u6742\u8fd0\u52a8\u751f\u6210\u548c\u7269\u7406\u5efa\u6a21\u7b49\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u5728Vbench\u8bc4\u6d4b\u4e2d\u4ee586.22%\u7684\u5f97\u5206\u9065\u9065\u9886\u5148\u5176\u4ed6\u6a21\u578b\u30021.3B\u7248\u672c\u5219\u80fd\u5728\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u8fd0\u884c\uff0c\u4ec5\u97008.2GB\u663e\u5b58\uff0c\u9002\u5408\u4e8c\u6b21\u5f00\u53d1\u548c\u5b66\u672f\u7814\u7a76\u3002\u4e07\u76f82.1\u5177\u5907\u4f18\u79c0\u7684\u6587\u5b57\u7279\u6548\u751f\u6210\u529f\u80fd\uff0c\u6ee1\u8db3\u5e7f\u544a\u548c\u77ed\u89c6\u9891\u521b\u4f5c\u9700\u6c42\uff0c\u52a9\u529b\u521b\u4f5c\u8005\u548c\u4f01\u4e1a\u7528\u6237\u5b9e\u73b0\u9ad8\u8d28\u91cf\u89c6\u9891\u751f\u6210\u3002<\/p>\n\n\n\n

2\u670825\u65e5\uff0cDeepSeek\u5728\u5f00\u6e90\u5468Day2\u53d1\u5e03\u4e86DeepEP\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e13\u4e3a\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff08MoE\uff09\u548c\u4e13\u5bb6\u5e76\u884c\uff08EP\uff09\u8bbe\u8ba1\u7684\u901a\u4fe1\u5e93\u3002DeepEP\u63d0\u4f9b\u9ad8\u541e\u5410\u91cf\u3001\u4f4e\u5ef6\u8fdf\u7684\u5168\u5bf9\u5168GPU\u5185\u6838\uff0c\u652f\u6301\u5305\u62ecFP8\u5728\u5185\u7684\u4f4e\u7cbe\u5ea6\u64cd\u4f5c\u3002\u4e3a\u4e0eDeepSeek-V3\u63d0\u51fa\u7684\u7ec4\u9650\u5236\u95e8\u63a7\u7b97\u6cd5\u4e00\u81f4\uff0c\u8be5\u5e93\u63d0\u4f9b\u4e86\u9488\u5bf9\u975e\u5bf9\u79f0\u57df\u5e26\u5bbd\u8f6c\u53d1\u4f18\u5316\u7684\u5185\u6838\uff0c\u9002\u7528\u4e8e\u8bad\u7ec3\u548c\u63a8\u7406\u4efb\u52a1\u3002\u540c\u65f6\uff0c\u9488\u5bf9\u5ef6\u8fdf\u654f\u611f\u7684\u63a8\u7406\u89e3\u7801\u4efb\u52a1\uff0cDeepEP\u5f15\u5165\u4e86\u7eafRDMA\u7684\u4f4e\u5ef6\u8fdf\u5185\u6838\u548c\u57fa\u4e8e\u94a9\u5b50\u7684\u901a\u4fe1-\u8ba1\u7b97\u91cd\u53e0\u65b9\u6cd5\uff0c\u4ee5\u63d0\u9ad8\u7cfb\u7edf\u6548\u7387\u3002<\/p>\n\n\n\n

2\u670825\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u53d1\u5e03\u4e86\u57fa\u4e8eQwen2.5-Max\u7684\u63a8\u7406\u6a21\u578bQwQ-Max-Preview\u3002\u867d\u7136QwQ-Max\u76ee\u524d\u4ec5\u4e3a\u9884\u89c8\u7248\u672c\uff0c\u4f46\u963f\u91cc\u5df4\u5df4\u8868\u793a\uff0c\u6b63\u5f0f\u7248\u672c\u5c06\u5f88\u5feb\u63a8\u51fa\uff0c\u5e76\u5c06\u57fa\u4e8eApache 2.0\u8bb8\u53ef\u8bc1\u5168\u9762\u5f00\u6e90\uff0c\u7c7b\u4f3c\u4e8eDeepSeek\u7684\u505a\u6cd5\u3002Qwen\u56e2\u961f\u8fd8\u8ba1\u5212\u63a8\u51fa\u66f4\u5c0f\u7684\u7248\u672c\u5982QwQ-32B\uff0c\u4ee5\u4fbf\u5728\u672c\u5730\u8bbe\u5907\u4e0a\u90e8\u7f72\u3002\u8fd9\u4e00\u53d8\u5316\u610f\u5473\u7740AI\u5e94\u7528\u5c06\u66f4\u5177\u666e\u53ca\u6027\u3002\u540c\u65f6\uff0c\u6839\u636eLiveCodeBench\u8bc4\u4f30\uff0cQwQ-Max-Preview\u7684\u6027\u80fd\u8868\u73b0\u4f18\u4e8eDeepSeek R1\uff0c\u8fbe\u5230o1-medium\u6c34\u5e73\u3002<\/p>\n\n\n\n

2\u670825\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u7684Qwen\u56e2\u961f\u5728Qwen Chat\uff08qwen.ai\uff09\u4e0a\u7ebf\u4e86\u57fa\u4e8eQwen2.5-Max\u7684\u63a8\u7406\u6a21\u578b\u2014\u2014\u6df1\u5ea6\u601d\u8003\uff08QwQ\uff09\u3002\u4f5c\u4e3a\u9884\u89c8\u7248\uff0cQwQ\u5728\u6570\u5b66\u7406\u89e3\u3001\u7f16\u7a0b\u548cAI\u667a\u80fd\u4f53\u7b49\u9886\u57df\u8868\u73b0\u51fa\u8272\uff0c\u663e\u793a\u51fa\u8f83Qwen2.5-Max\u66f4\u9ad8\u7684\u667a\u80fd\u548c\u521b\u9020\u529b\u3002\u9884\u89c8\u7248\u540c\u65f6\u652f\u6301\u6df1\u5ea6\u601d\u8003\u4e0e\u8054\u7f51\u641c\u7d22\uff0c\u62e5\u6709\u7c7b\u4f3cClaude Artifacts\u7684\u754c\u9762\u8bbe\u8ba1\uff0c\u521b\u5efa\u7684\u5185\u5bb9\u4ee5\u72ec\u7acb\u6a21\u5757\u5f62\u5f0f\u5c55\u793a\u5728\u4e3b\u804a\u5929\u7a97\u53e3\u4e4b\u5916\u3002<\/p>\n\n\n\n

2\u670825\u65e5\uff0c\u8c46\u5305\u5f00\u59cb\u5c0f\u8303\u56f4\u6d4b\u8bd5\u4e0a\u7ebf\u81ea\u5df1\u7684\u63a8\u7406\u6a21\u578b\u3002\u90e8\u5206\u8c46\u5305\u7528\u6237\u5df2\u7ecf\u53ef\u4f53\u9a8c\u5230\u8c46\u5305\u63a8\u7406\u6a21\u578b\uff0c\u4f1a\u8f93\u51fa\u601d\u8003\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

2\u670826\u65e5\uff0cDeepSeek\u5f00\u6e90\u5468Day3\uff0cDeepGEMM\u6b63\u5f0f\u53d1\u5e03\uff0c\u8fd9\u662f\u4e00\u4e2a\u652f\u6301\u5bc6\u96c6\u77e9\u9635\u4e0e\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u77e9\u9635\u4e58\u6cd5\u7684FP8 GEMM\u5e93\uff0c\u65e8\u5728\u63d0\u5347V3\/R1\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u6548\u7387\u3002\u5176\u6838\u5fc3\u4ee3\u7801\u4ec5\u7ea6300\u884c\uff0c\u4f7f\u7528\u6781\u7b80\u8bbe\u8ba1\u5b9e\u73b0\u9ad8\u8fbe1350+ FP8 TFLOPS\u7684\u6027\u80fd\uff0c\u91c7\u7528CUDA\u6838\u5fc3\u7684\u4e24\u7ea7\u7d2f\u52a0\u7b56\u7565\u89e3\u51b3FP8\u7cbe\u5ea6\u95ee\u9898\u3002DeepGEMM\u8fd8\u4f18\u5316\u4e86MoE\u6a21\u578b\u7684\u5e03\u5c40\u548c\u6570\u636e\u4f20\u8f93\u6548\u7387\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u7b80\u6d01\u6613\u7528\u7684\u63a5\u53e3\uff0c\u65e0\u9700\u7e41\u91cd\u4f9d\u8d56\u3002\u901a\u8fc7\u5f00\u6e90\uff0cDeepSeek\u5c55\u793a\u4e86\u63a8\u52a8AI\u53d1\u5c55\u4e0e\u9ad8\u6027\u80fd\u8ba1\u7b97\u7684\u51b3\u5fc3\u3002<\/p>\n\n\n\n

2\u670827\u65e5\uff0cDeepSeek\u5f00\u6e90\u5468Day4\uff0c\u56e2\u961f\u53d1\u5e03\u4e86\u4e09\u5927\u4f18\u5316\u7b56\u7565\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u4e86V3\/R1\u7684\u8bad\u7ec3\u6548\u7387\u3002\u8fd9\u4e09\u5927\u5f00\u6e90\u9879\u76ee\u5305\u62ecDualPipe\u3001EPLB\u548cprofile-data\u3002DualPipe\u91c7\u7528\u53cc\u5411\u6d41\u6c34\u7ebf\u5e76\u884c\u7b97\u6cd5\uff0c\u5b9e\u73b0\u8ba1\u7b97\u4e0e\u901a\u4fe1\u7684\u91cd\u53e0\uff0c\u6709\u6548\u51cf\u5c11\u8bad\u7ec3\u7a7a\u95f2\u65f6\u95f4\uff1bEPLB\u5219\u7528\u4e8e\u4e13\u5bb6\u5e76\u884c\u8d1f\u8f7d\u5747\u8861\uff0c\u786e\u4fddGPU\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51e0\u4e4e\u6ca1\u6709\u95f2\u7f6e\u3002\u6b64\u5916\uff0c\u6881\u6587\u5cf0\u53c2\u4e0e\u4e86DualPipe\u7684\u5f00\u53d1\u3002<\/p>\n\n\n\n

2\u670827\u65e5\uff0cKimi\u7684\u6700\u65b0\u6a21\u578bK1.6-IOI-High\u5728LiveCodeBench\u4e0a\u66dd\u5149\u3002<\/p>\n\n\n\n

2\u670827\u65e5\uff0cGrok 3 \u514d\u8d39\u7528\u6237\u5df2\u53ef\u4f53\u9a8c Grok Voice\u8bed\u97f3\u6a21\u5f0f\u3002<\/p>\n\n\n\n

2\u670827\u65e5\uff0c\u5fae\u8f6f\u5ba3\u5e03\u63a8\u51fa\u4e24\u6b3e\u65b0\u6a21\u578b\uff1aPhi-4-multimodal\u548cPhi-4-mini\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u5176Phi-4\u5bb6\u65cf\u7684\u529f\u80fd\u3002Phi-4\u591a\u6a21\u6001\u662f\u5176\u9996\u6b3e\u6574\u5408\u8bed\u97f3\u3001\u89c6\u89c9\u548c\u6587\u672c\u5904\u7406\u7684\u6a21\u578b\uff0c\u53c2\u6570\u8fbe\u523056\u4ebf\uff0c\u5e76\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8d85\u8d8a\u8c37\u6b4c\u7684Gemini 2.0 Flash\uff0c\u7279\u522b\u662f\u5728\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\u548c\u89c6\u89c9\u63a8\u7406\u65b9\u9762\u8868\u73b0\u5353\u8d8a\u3002Phi-4\u8ff7\u4f60\u4e13\u6ce8\u4e8e\u6587\u672c\u4efb\u52a1\uff0c\u53c2\u6570\u4e3a38\u4ebf\uff0c\u5c55\u73b0\u51fa\u5728\u7f16\u7a0b\u548c\u6307\u4ee4\u9075\u5faa\u7b49\u9886\u57df\u7684\u4f18\u5f02\u8868\u73b0\u3002\u65b0\u6a21\u578b\u5df2\u7ecf\u4e0a\u7ebfAzure AI Foundry\u548cHugging Face\uff0c\u652f\u6301\u8de8\u5e73\u53f0\u4f7f\u7528\uff0c\u5e76\u786e\u4fdd\u4e86\u5b89\u5168\u6027\u4e0e\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n

2\u670827\u65e5\uff0c\u817e\u8baf\u6b63\u5f0f\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u5feb\u601d\u8003\u6a21\u578bTurbo S\uff0c\u4e0eDeepSeek R1\u548c\u6df7\u5143T1\u7b49\u6162\u601d\u8003\u6a21\u578b\u76f8\u6bd4\uff0cTurbo S\u201c\u79d2\u56de\u201d\u54cd\u5e94\uff0c\u8f93\u51fa\u901f\u5ea6\u63d0\u5347\u4e00\u500d\uff0c\u9996\u5b57\u65f6\u5ef6\u964d\u4f4e44%\u3002\u8be5\u6a21\u578b\u5728\u77e5\u8bc6\u3001\u6570\u5b66\u548c\u521b\u4f5c\u7b49\u9886\u57df\u5c55\u73b0\u51fa\u8272\u8868\u73b0\uff0c\u7ed3\u5408\u4e86\u5feb\u601d\u8003\u7684\u76f4\u89c9\u53cd\u5e94\u4e0e\u6162\u601d\u8003\u7684\u6df1\u5165\u63a8\u7406\u80fd\u529b\uff0c\u4f7f\u5176\u80fd\u591f\u66f4\u667a\u80fd\u9ad8\u6548\u5730\u89e3\u51b3\u95ee\u9898\u3002\u901a\u8fc7\u878d\u5408\u957f\u77ed\u601d\u7ef4\u94fe\uff0cTurbo S\u5728\u591a\u4e2a\u516c\u5f00\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u4e0e\u4e1a\u754c\u9886\u5148\u6a21\u578b\u5982DeepSeek V3\u3001GPT-4o\u548cClaude\u7b49\u5c55\u5f00\u7ade\u4e89\uff0c\u663e\u8457\u63d0\u5347\u4e86\u7406\u79d1\u63a8\u7406\u80fd\u529b\u548c\u6574\u4f53\u6027\u80fd\u3002<\/p>\n\n\n\n

2\u670828\u65e5\uff0cOpenAI\u4e3e\u884c\u76f4\u64ad\u53d1\u5e03\u4f1a\uff0c\u6b63\u5f0f\u53d1\u5e03GPT-4.5\u3002OpenAI \u8868\u793a\uff0cGPT-4.5 \u5728\u6269\u5c55\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u65b9\u9762\u5411\u524d\u8fc8\u51fa\u4e86\u4e00\u6b65\u3002\u901a\u8fc7\u6269\u5c55\u65e0\u76d1\u7763\u5b66\u4e60\uff0cGPT-4.5 \u63d0\u9ad8\u4e86\u8bc6\u522b\u6a21\u5f0f\u3001\u5efa\u7acb\u8054\u7cfb\u548c\u4ea7\u751f\u521b\u9020\u6027\u89c1\u89e3\u7684\u80fd\u529b\uff0c\u800c\u65e0\u9700\u63a8\u7406\u300228\u65e5\u8d77\uff0cChatGPT Pro \u7528\u6237\u53ef\u4ee5\u5728\u7f51\u9875\u7248\u3001\u624b\u673a\u7248\u548c\u684c\u9762\u7248\u4f7f\u7528 GPT-4.5\u3002\u4e0b\u5468\u5c06\u5411 Plus \u548c Team \u7528\u6237\u5f00\u653e\uff0c\u518d\u4e0b\u5468\u5411\u4f01\u4e1a\u548c Edu \u7528\u6237\u5f00\u653e\u3002\u73b0\u5728\uff0cGPT-4.5 \u53ea\u652f\u6301\u641c\u7d22\u3001\u4e0a\u4f20\u6587\u4ef6\u548c\u56fe\u7247\u548c\u753b\u5e03\u529f\u80fd\uff0c\u8fd8\u4e0d\u652f\u6301\u8bed\u97f3\u6a21\u5f0f\u3001\u89c6\u9891\u548c\u5c4f\u5e55\u5171\u4eab\u7b49\u591a\u6a21\u6001\u529f\u80fd\u3002OpenAI \u8868\u793a\uff0c\u672a\u6765\u4f1a\u6301\u7eed\u66f4\u65b0\uff0c\u8ba9\u4ea7\u54c1\u53d8\u5f97\u66f4\u5bb9\u6613\u4f7f\u7528\u3002<\/p>\n\n\n\n

2\u670828\u65e5\uff0cDeepSeek\u5f00\u6e90\u5468\u8fce\u6765\u4e86\u6700\u540e\u4e00\u5929\uff0c\u63a8\u51fa\u4e86\u652f\u6491V3\/R1\u6a21\u578b\u5168\u751f\u547d\u5468\u671f\u6570\u636e\u8bbf\u95ee\u9700\u6c42\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u2014\u2014Fire-Flyer File System (3FS)\u53ca\u5176\u57fa\u7840\u4e0a\u7684Smallpond\u6570\u636e\u5904\u7406\u6846\u67b6\u30023FS\u662f\u4e00\u79cd\u9ad8\u6548\u7684\u5e76\u884c\u6587\u4ef6\u7cfb\u7edf\uff0c\u5229\u7528\u73b0\u4ee3SSD\u548cRDMA\u7f51\u7edc\uff0c180\u8282\u70b9\u96c6\u7fa4\u5b9e\u73b0\u4e866.6 TiB\/s\u7684\u805a\u5408\u8bfb\u53d6\u541e\u5410\u91cf\uff0c25\u8282\u70b9\u7684GraySort\u6d4b\u8bd5\u4e2d\u8fbe\u5230\u4e863.66 TiB\/\u5206\u949f\u7684\u541e\u5410\u91cf\uff0c\u5e76\u5728KVCache\u67e5\u627e\u4e2d\u4e3a\u6bcf\u4e2a\u5ba2\u6237\u7aef\u8282\u70b9\u63d0\u4f9b40+ GiB\/s\u7684\u5cf0\u503c\u541e\u5410\u91cf\u3002Smallpond\u662f\u57fa\u4e8e3FS\u6784\u5efa\u7684\u8f7b\u91cf\u7ea7\u6570\u636e\u5904\u7406\u6846\u67b6\uff0c\u56e0\u5176\u9ad8\u6027\u80fd\u3001\u53ef\u6269\u5c55\u6027\u548c\u6613\u7528\u6027\u800c\u53d7\u5230\u5173\u6ce8\u3002<\/p>\n\n\n\n

3\u67081\u65e5\uff0cDeepSeek\u5728\u5f00\u6e90\u5468\u7684\u5468\u516d\u53d1\u5e03\u201cOneMoreThing\u201d\uff0c\u516c\u5e03\u4e86\u5176\u9876\u5c16\u7684DeepSeek-V3\/R1\u63a8\u7406\u7cfb\u7edf\uff0c\u5e26\u6765\u4e86\u5168\u9762\u7684\u4f18\u5316\u548c\u6027\u80fd\u63d0\u5347\u3002\u8be5\u7cfb\u7edf\u901a\u8fc7\u9ad8\u6548\u5e76\u884c\u5904\u7406\u548c\u667a\u80fd\u8d1f\u8f7d\u5747\u8861\uff0c\u5b9e\u73b0\u4e86\u8de8\u8282\u70b9\u7684\u6279\u5904\u7406\u6269\u5c55\u80fd\u529b\uff0c\u4f7f\u6bcf\u4e2aH800\u8282\u70b9\u6bcf\u79d2\u80fd\u591f\u5904\u740673,700\u4e2a\u8f93\u5165token\u548c14,800\u4e2a\u8f93\u51fatoken\uff0c\u6210\u672c\u5229\u6da6\u7387\u9ad8\u8fbe545%\u3002DeepSeek\u5e0c\u671b\u5206\u4eab\u7684\u6280\u672f\u6d1e\u89c1\u80fd\u591f\u4e3a\u5f00\u6e90\u793e\u533a\u521b\u9020\u4ef7\u503c\uff0c\u5e76\u5171\u540c\u63a8\u52a8\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u76ee\u6807\u3002<\/p>\n\n\n\n

3\u67081\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u6b63\u5f0f\u63a8\u51fa\u7535\u8111\u7248\u5e94\u7528\uff0c\u652f\u6301Windows\u548cmacOS\u7cfb\u7edf\uff0c\u8fdb\u4e00\u6b65\u6269\u5c55\u5176\u5728\u684c\u9762\u7aef\u7684\u670d\u52a1\u80fd\u529b\u3002\u65b0\u7248\u672c\u4e13\u4e3a\u5de5\u4f5c\u548c\u5b66\u4e60\u573a\u666f\u8bbe\u8ba1\uff0c\u65e8\u5728\u51cf\u8f7b\u7528\u6237\u7684\u5de5\u4f5c\u8d1f\u62c5\u5e76\u63d0\u5347\u6548\u7387\u3002\u7535\u8111\u7248\u4fdd\u7559\u4e86\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7248\u7684\u6838\u5fc3\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4f53\u9a8c\u667a\u80fd\u5bf9\u8bdd\u80fd\u529b\uff0c\u901a\u8fc7DeepSeek-R1\u548c\u6df7\u5143T1\u8fdb\u884c\u6df1\u5ea6\u601d\u8003\uff0c\u540c\u65f6\u5229\u7528DeepSeek-V3\u548c\u817e\u8baf\u6df7\u5143Turbo S\u5feb\u901f\u83b7\u53d6\u7b54\u6848\uff0c\u6ee1\u8db3\u591a\u6837\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

issue110 2025.3.3-3.9<\/strong><\/p>\n\n\n\n

3\u67083\u65e5\uff0cAI\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08AI IDE\uff09Trae \u56fd\u5185\u7248\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u914d\u7f6eDoubao-1.5-pro\uff0c\u5e76\u652f\u6301DeepSeek R1\u4e0eV3\u6a21\u578b\u7684\u5207\u6362\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u3002Trae\u5f3a\u8c03\u4eba\u673a\u534f\u540c\uff0c\u6253\u9020\u5168\u65b0\u5f00\u53d1\u4f53\u9a8c\uff0c\u9002\u5e94\u56fd\u5185\u5f00\u53d1\u8005\u4e60\u60ef\uff0c\u5e2e\u52a9\u5176\u5e94\u5bf9\u590d\u6742\u6280\u672f\u6311\u6218\u3002\u901a\u8fc7\u667a\u80fd\u5316\u7684”\u601d\u60f3\u5230\u4ee3\u7801”\u80fd\u529b\uff0c\u7528\u6237\u53ef\u4fbf\u6377\u751f\u6210\u5e94\u7528\u6846\u67b6\u5e76\u8c03\u4f18\u4ee3\u7801\uff0c\u7f29\u77ed\u9879\u76ee\u7b79\u5907\u65f6\u95f4\u3002Trae\u5e0c\u671b\u6210\u4e3a\u503c\u5f97\u4fe1\u8d56\u7684\u201cAI \u5de5\u7a0b\u5e08\u201d\uff0c\u5168\u529b\u652f\u6301\u5f00\u53d1\u8005\u5b9e\u73b0\u9ad8\u6548\u5f00\u53d1\u4e0e\u521b\u65b0\u3002<\/p>\n\n\n\n

3\u67083\u65e5\uff0cOpenAI\u8ba1\u5212\u5c06\u5176AI\u89c6\u9891\u751f\u6210\u5de5\u5177Sora\u6574\u5408\u8fdbChatGPT\uff0c\u5e76\u63a8\u51fa\u66f4\u5f3a\u5927\u7684Sora Turbo\u3002\u6839\u636eOpenAI\u9ad8\u7ba1Rohan Sahai\u7684\u900f\u9732\uff0cSora\u76ee\u524d\u901a\u8fc7\u4e13\u7528\u7f51\u9875\u5e94\u7528\u63d0\u4f9b\uff0c\u5141\u8bb8\u7528\u6237\u751f\u6210\u6700\u957f20\u79d2\u7684\u77ed\u89c6\u9891\u3002\u672a\u6765\uff0cOpenAI\u8fd8\u62df\u5c06Sora\u7684\u751f\u6210\u80fd\u529b\u6269\u5c55\u81f3\u56fe\u50cf\u9886\u57df\uff0c\u5f00\u53d1\u7531Sora\u9a71\u52a8\u7684AI\u56fe\u50cf\u751f\u6210\u5668\uff0c\u53ef\u80fd\u4f1a\u589e\u5f3a\u7528\u6237\u521b\u5efa\u903c\u771f\u7167\u7247\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

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\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u5ba3\u5e03\u5f00\u6e90SuperGPQA\uff0c\u8fd9\u662f\u4e00\u4e2a\u6db5\u76d6285\u4e2a\u7814\u7a76\u751f\u7ea7\u5b66\u79d1\u7684\u8bc4\u4f30\u57fa\u51c6\uff0c\u5305\u542b\u4e8626529\u9053\u4e13\u4e1a\u95ee\u9898\u3002SuperGPQA\u65e8\u5728\u5168\u9762\u8bc4\u4f30\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u5404\u4e2a\u5b66\u79d1\u9886\u57df\u7684\u77e5\u8bc6\u548c\u63a8\u7406\u80fd\u529b\u3002\u8fd9\u4e00\u9879\u76ee\u901a\u8fc7\u4e25\u8c28\u7684\u95ee\u9898\u8bbe\u8ba1\u548c\u8bc4\u4f30\u673a\u5236\uff0c\u80fd\u591f\u6709\u6548\u6d4b\u8bd5\u6a21\u578b\u7684\u8868\u73b0\uff0c\u5e76\u63ed\u793a\u5f53\u524dLLMs\u5728\u77e5\u8bc6\u9886\u57df\u4e2d\u4ecd\u5b58\u5728\u7684\u63d0\u5347\u7a7a\u95f4\u3002<\/p>\n\n\n\n

xAI\u56e2\u961f\u5ba3\u5e03\uff0cGrok\u8bed\u97f3\u6a21\u5f0f\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u73b0\u5df2\u5728Grok\u5e94\u7528\u7a0b\u5e8f\u4e2d\u63d0\u4f9b11\u79cd\u6a21\u5f0f\u529f\u80fd\uff08\u5305\u542bNSFW\u6a21\u5f0f\uff09\uff0c\u5e76\u81ea\u5e26\u5b57\u5e55\uff08\u6587\u672c\u8f6c\u5f55\uff09\uff0c\u6210\u4e3a\u82f1\u8bed\u5b66\u4e60\u7684\u65b0\u5229\u5668\u3002Grok3\u7684\u65e9\u671f\u6d4b\u8bd5\u7248\u672c\u7ed9\u4e88\u7528\u6237\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u7684\u4f53\u9a8c\uff0c\u867d\u7136\u53ef\u80fd\u5b58\u5728\u4e00\u4e9b\u95ee\u9898\uff0c\u4f46\u603b\u4f53\u8868\u73b0\u53d7\u5230\u597d\u8bc4\u3002\u6b64\u9879\u66f4\u65b0\u65e8\u5728\u63d0\u4f9b\u66f4\u667a\u80fd\u7684\u4ea4\u4e92\u65b9\u5f0f\uff0c\u5438\u5f15\u7528\u6237\u5728\u5b66\u4e60\u548c\u4ea4\u6d41\u4e2d\u66f4\u4e3a\u4fbf\u6377\u3002Grok3\u76ee\u524d\u53ef\u514d\u8d39\u4f7f\u7528\uff0cX Premium+\u548cSuperGrok\u7528\u6237\u53ef\u4eab\u53d7\u66f4\u591a\u9ad8\u7ea7\u529f\u80fd\u3002<\/p>\n\n\n\n

3\u67085\u65e5\u665a\uff0cMonica\u56e2\u961f\u65b0\u4ea7\u54c1Manus\u6b63\u5f0f\u5f00\u542f\u5c0f\u8303\u56f4\u9080\u8bf7\u5185\u6d4b\uff0cManus\u79f0\u81ea\u5df1\u662f\u5168\u7403\u9996\u6b3e\u901a\u7528Agent\u4ea7\u54c1\uff0c\u65e8\u5728\u89e3\u51b3\u5404\u79cd\u590d\u6742\u591a\u53d8\u7684\u4efb\u52a1\u3002Manus\u53ef\u4ee5\u6df1\u5ea6\u53c2\u4e0e\u5e02\u573a\u8c03\u7814\u3001\u6587\u4ef6\u6279\u91cf\u5904\u7406\u3001\u4e2a\u6027\u5316\u65c5\u884c\u89c4\u5212\u548c\u6570\u636e\u5206\u6790\u7b49\u591a\u4e2a\u9886\u57df\u3002\u8be5\u4ea7\u54c1\u901a\u8fc7\u72ec\u7acb\u601d\u8003\u548c\u7cfb\u7edf\u89c4\u5212\uff0c\u7075\u6d3b\u8c03\u7528\u5de5\u5177\uff0c\u5b9e\u73b0\u7f16\u5199\u548c\u6267\u884c\u4ee3\u7801\u3001\u667a\u80fd\u6d4f\u89c8\u7f51\u9875\u4ee5\u53ca\u64cd\u4f5c\u7f51\u9875\u5e94\u7528\uff0c\u76f4\u63a5\u4ea4\u4ed8\u5b8c\u6574\u7684\u4efb\u52a1\u6210\u679c\u3002\u4e0e\u4f20\u7edf\u7684\u5efa\u8bae\u548c\u7b54\u6848\u63d0\u4f9b\u65b9\u5f0f\u4e0d\u540c\uff0cManus\u81f4\u529b\u4e8e\u4e3a\u7528\u6237\u5e26\u6765\u66f4\u9ad8\u6548\u7684\u5de5\u4f5c\u4f53\u9a8c\u3002<\/p>\n\n\n\n

Manus\u5b98\u65b9\u53d1\u5e03\u4e8640\u4e2ause case\uff0c\u5c55\u793a\u4e86\u5176\u5728\u591a\u4e2a\u9886\u57df\u7684\u5e94\u7528\u80fd\u529b\u3002\u8fd9\u6b3e\u901a\u7528Agent\u80fd\u591f\u8fdb\u884c\u4e2a\u6027\u5316\u65c5\u884c\u89c4\u5212\u3001\u80a1\u7968\u5206\u6790\u3001\u6559\u80b2\u8bfe\u7a0b\u5f00\u53d1\u3001\u4fdd\u9669\u653f\u7b56\u6bd4\u8f83\u7b49\u4efb\u52a1\u3002\u901a\u8fc7\u6574\u5408\u4fe1\u606f\u3001\u6df1\u5165\u7814\u7a76\u548c\u5206\u6790\uff0cManus\u4e3a\u7528\u6237\u63d0\u4f9b\u51b3\u7b56\u652f\u6301\uff0c\u5e76\u53ef\u521b\u5efa\u53ef\u89c6\u5316\u548c\u5b9a\u5236\u5316\u5de5\u5177\uff0c\u52a9\u529b\u8d22\u52a1\u62a5\u544a\u5206\u6790\u3001\u5728\u7ebf\u5546\u5e97\u8fd0\u8425\u5206\u6790\u7b49\u3002\u5176\u7075\u6d3b\u6027\u548c\u591a\u529f\u80fd\u6027\u4f7f\u5176\u5728B2B\u91c7\u8d2d\u3001\u5019\u9009\u4eba\u9762\u8bd5\u5b89\u6392\u548c\u65b0\u95fb\u53d1\u5e03\u4f1a\u63d0\u8bcd\u5668\u5236\u4f5c\u7b49\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u52a0\u667a\u80fd\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n

3\u67086\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u53d1\u5e03\u4e86\u5168\u65b0\u63a8\u7406\u6a21\u578b\u901a\u4e49\u5343\u95eeQwQ-32B\u6b63\u5f0f\u7248\u5e76\u5f00\u6e90\u3002\u8be5\u6a21\u578b\u62e5\u6709320\u4ebf\u4e2a\u53c2\u6570\uff0c\u5176\u6570\u5b66\u8fd0\u7b97\u548c\u7f16\u7a0b\u80fd\u529b\u8868\u73b0\u63a5\u8fd16710\u4ebf\u53c2\u6570\u7684DeepSeek-R1\u3002\u901a\u8fc7\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u4f18\u5316\uff0cQwQ-32B\u663e\u8457\u964d\u4f4e\u4e86\u8fd0\u884c\u95e8\u69db\uff0c\u5141\u8bb8\u5728\u666e\u901a\u663e\u5361\u4e0a\u672c\u5730\u5316\u8fd0\u884c\u3002QwQ-32B\u5df2\u5728Hugging Face\u548cModelScope\u4e0a\u53d1\u5e03\uff0c\u7528\u6237\u53ef\u901a\u8fc7Qwen Chat\u8fdb\u884c\u4f53\u9a8c\u3002<\/p>\n\n\n\n

Hunyuan I2V\uff08\u56fe\u751f\u89c6\u9891\uff09\u6a21\u578b\u4e8e3\u67086\u65e5\u6b63\u5f0f\u53d1\u5e03\u3002\u8be5\u6a21\u578b\u7531\u817e\u8baf\u6df7\u5143\u56e2\u961f\u5f00\u53d1\uff0c\u80fd\u591f\u5c06\u9759\u6001\u56fe\u50cf\u8f6c\u5316\u4e3a\u52a8\u6001\u89c6\u9891\uff0c\u7528\u6237\u53ea\u9700\u4e0a\u4f20\u4e00\u5f20\u56fe\u7247\u5e76\u63cf\u8ff0\u5e0c\u671b\u7684\u89c6\u9891\u6548\u679c\uff0c\u7cfb\u7edf\u4fbf\u53ef\u6839\u636e\u8981\u6c42\u751f\u6210\u89c6\u9891\u3002\u8be5\u6a21\u578b\u8fd8\u652f\u6301\u5bf9\u53e3\u578b\u4e0e\u52a8\u4f5c\u9a71\u52a8\u529f\u80fd\uff0c\u5e76\u80fd\u591f\u751f\u6210\u80cc\u666f\u97f3\u6548\u53ca\u9ad8\u8fbe2K\u7684\u9ad8\u8d28\u91cf\u89c6\u9891\u3002Hunyuan I2V\u53d1\u5e03\u5373\u5f00\u6e90\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u57fa\u4e8e\u6b64\u6a21\u578b\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u63a2\u7d22\u548c\u5e94\u7528\u5f00\u53d1\u3002<\/p>\n\n\n\n

\u963f\u91cc\u5df4\u5df4\u53d1\u5e03\u65b0\u7684\u6587\u672c\u8f6c\u8bed\u97f3\u7cfb\u7edfSpark-TTS\uff0c\u4ee5Qwen2.5\u6a21\u578b\u4e3a\u57fa\u7840\uff0c\u652f\u6301\u96f6\u6837\u672c\u8bed\u97f3\u514b\u9686\u548c\u7ec6\u7c92\u5ea6\u8bed\u97f3\u63a7\u5236\u80fd\u529b\u3002\u8be5\u7cfb\u7edf\u4f18\u5316\u4e86\u97f3\u9891\u751f\u6210\u6d41\u7a0b\uff0c\u5e76\u652f\u6301\u591a\u8bed\u8a00\u8f93\u51fa\uff0c\u975e\u5e38\u9002\u5408\u7528\u4e8e\u6709\u58f0\u8bfb\u7269\u5236\u4f5c\u3002\u7528\u6237\u53ef\u901a\u8fc7\u6587\u672c\u63cf\u8ff0\u8c03\u6574\u8bed\u97f3\u98ce\u683c\uff0c\u751a\u81f3\u521b\u5efa\u5168\u65b0\u7684\u865a\u62df\u58f0\u97f3\u3002Spark-TTS\u5728\u8de8\u8bed\u8a00\u548c\u4ee3\u7801\u5207\u6362\u573a\u666f\u4e0b\u8868\u73b0\u51fa\u8272\uff0c\u80fd\u591f\u8f7b\u677e\u751f\u6210\u7b26\u5408\u4e0d\u540c\u9700\u6c42\u7684\u81ea\u7136\u8bed\u97f3\u3002<\/p>\n\n\n\n

Google\u5ba3\u5e03\u5c06\u5176Data Science Agent\u5f00\u653e\u7ed9Colab\u7528\u6237\uff0c\u5f00\u542f\u4e86\u6570\u636e\u5206\u6790\u7684\u65b0\u53ef\u80fd\u6027\u3002\u8be5\u529f\u80fd\u4f7f\u7528Gemini\u6a21\u578b\uff0c\u5b9e\u73b0\u4e86\u81ea\u52a8\u5316\u7684\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790\uff0c\u7528\u6237\u53ea\u9700\u63cf\u8ff0\u5206\u6790\u76ee\u6807\uff0c\u7cfb\u7edf\u4fbf\u53ef\u751f\u6210\u5b8c\u6574\u7684Colab notebook\uff0c\u964d\u4f4e\u7e41\u7410\u7684\u8bbe\u7f6e\u5de5\u4f5c\u3002\u8be5Agent\u88ab\u62a5\u544a\u5728\u591a\u6b65\u9aa4\u63a8\u7406\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u8d8a\uff0c\u8d85\u8d8a\u4e86\u591a\u79cd\u9886\u5148\u7684AI Agent\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u4e0a\u4f20\u6570\u636e\u5e76\u63cf\u8ff0\u5206\u6790\u76ee\u6807\uff0c\u8f7b\u677e\u5f00\u59cb\u6570\u636e\u5206\u6790\u5de5\u4f5c\u3002<\/p>\n\n\n\n

ChatGPT\u7684\u6700\u65b0\u684c\u9762\u7248\u672c\u5141\u8bb8\u7528\u6237\u76f4\u63a5\u5728Mac\u7535\u8111\u4e0a\u7f16\u8f91\u7684\u6587\u4ef6\u4e2d\u8fdb\u884c\u4fee\u6539\u3002\u7528\u6237\u53ea\u9700\u901a\u8fc7\u804a\u5929\u6216\u8bed\u97f3\u6307\u4ee4\u544a\u77e5GPT\u9700\u8981\u7684\u4fee\u6539\uff0cGPT\u4fbf\u53ef\u4ee5\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\uff0c\u6781\u5927\u63d0\u9ad8\u4e86\u5de5\u4f5c\u6548\u7387\u3002\u8be5\u529f\u80fd\u7279\u522b\u4f18\u5316\u4e86\u5bf9\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u7684\u652f\u6301\uff0c\u80fd\u591f\u5b9e\u65f6\u67e5\u770b\u5c4f\u5e55\u5185\u5bb9\u5e76\u6839\u636e\u7528\u6237\u9700\u6c42\u81ea\u52a8\u4fee\u6539\u4ee3\u7801\u3002<\/p>\n\n\n\n

Mistral AI\u8fd1\u671f\u63a8\u51fa\u4e86Mistral OCR\uff0c\u4e00\u6b3e\u88ab\u8a89\u4e3a\u201c\u4e16\u754c\u4e0a\u6700\u597d\u7684OCR\u6a21\u578b\u201d\u7684\u5149\u5b66\u5b57\u7b26\u8bc6\u522bAPI\u3002\u8be5\u4ea7\u54c1\u5177\u5907\u5353\u8d8a\u7684\u591a\u6a21\u6001\u6587\u6863\u5904\u7406\u80fd\u529b\uff0c\u80fd\u4ece\u590d\u6742\u6587\u6863\u4e2d\u7cbe\u51c6\u63d0\u53d6\u6587\u672c\uff0c\u5e76\u5c06\u7ed3\u679c\u4ee5Markdown\u683c\u5f0f\u8f93\u51fa\u3002Mistral OCR\u4ee5\u6781\u5177\u7ade\u4e89\u529b\u7684\u4ef7\u683c\u53d1\u5e03\uff0c\u5141\u8bb8\u7528\u6237\u4ec5\u4ee57\u7f8e\u5143\u626b\u63cf\u5343\u9875\u6587\u6863\u3002\u76ee\u524d\uff0c\u5b83\u5df2\u88ab\u6574\u5408\u4e3aLe Chat\u4e0a\u7684\u9ed8\u8ba4\u6587\u6863\u7406\u89e3\u6a21\u578b\uff0c\u5f00\u53d1\u8005\u53ef\u901a\u8fc7API\u8fdb\u884c\u8bd5\u7528\u3002<\/p>\n\n\n\n

\u667a\u8c31\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86\u5176\u6700\u65b0\u7684\u6587\u751f\u56fe\u6a21\u578bCogView4\uff0c\u6210\u4e3a\u9996\u4e2a\u80fd\u591f\u751f\u6210\u6c49\u5b57\u7684\u5f00\u6e90AI\u7ed8\u56fe\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5177\u590760\u4ebf\u53c2\u6570\uff0c\u652f\u6301\u4e2d\u82f1\u53cc\u8bed\u8f93\u5165\uff0c\u80fd\u591f\u51c6\u786e\u7406\u89e3\u548c\u9075\u5faa\u4e2d\u6587\u63d0\u793a\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\u3002CogView4\u5728\u590d\u6742\u8bed\u4e49\u5bf9\u9f50\u4e0e\u6307\u4ee4\u8ddf\u968f\u65b9\u9762\u8868\u73b0\u4f18\u5f02\uff0c\u6ee1\u8db3\u5e7f\u544a\u548c\u77ed\u89c6\u9891\u521b\u4f5c\u7b49\u9886\u57df\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

issue111 2025.3.10-3.16<\/strong><\/p>\n\n\n\n

3\u670810\u65e5\uff0c\u667a\u5143\u673a\u5668\u4eba\u53d1\u5e03\u9996\u4e2a\u901a\u7528\u5177\u8eab\u57fa\u5ea7\u5927\u6a21\u578bGenie Operator-11(GO-1)\u3002\u6a21\u578b\u57fa\u4e8e\u521b\u65b0\u7684Vision-Language-Latent-Action(ViLLA)\u67b6\u6784\uff0c\u878d\u5408\u591a\u6a21\u6001\u5927\u6a21\u578b(VLM)\u548c\u6df7\u5408\u4e13\u5bb6\u7cfb\u7edf(MoE)\uff0c\u901a\u8fc7\u9884\u6d4b\u9690\u5f0f\u52a8\u4f5c\u6807\u8bb0\uff0c\u5f25\u5408\u56fe\u50cf-\u6587\u672c\u8f93\u5165\u4e0e\u673a\u5668\u4eba\u52a8\u4f5c\u6267\u884c\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002<\/p>\n\n\n\n

3\u670812\u65e5\uff0cOpenAI\u53d1\u5e03\u4e86\u4e00\u7cfb\u5217\u65b0\u5de5\u5177\u548cAPI\uff0c\u4e13\u95e8\u7528\u4e8e\u6784\u5efaAI\u667a\u80fd\u4f53\uff08Agent\uff09\uff0c\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u8f7b\u677e\u5730\u521b\u5efa\u80fd\u591f\u81ea\u52a8\u5b8c\u6210\u4efb\u52a1\u7684\u667a\u80fd\u4f53\u3002\u8fd9\u4e9b\u65b0\u5de5\u5177\u5305\u62ecResponses API\uff0c\u7ed3\u5408\u4e86\u804a\u5929\u5b8c\u6210\u548c\u52a9\u624bAPI\u7684\u529f\u80fd\uff0c\u4ee5\u4fbf\u7b80\u5316\u5f00\u53d1\u8fc7\u7a0b\uff1bWeb\u641c\u7d22\u3001\u6587\u4ef6\u641c\u7d22\u548c\u57fa\u4e8eCUA\u6a21\u578b\u7684\u8ba1\u7b97\u673a\u4f7f\u7528\u5de5\u5177\uff0c\u5206\u522b\u7528\u4e8e\u83b7\u53d6\u6700\u65b0\u4fe1\u606f\u3001\u4ece\u6587\u6863\u4e2d\u68c0\u7d22\u5185\u5bb9\u548c\u81ea\u52a8\u5316\u8ba1\u7b97\u673a\u64cd\u4f5c\u3002OpenAI\u8fd8\u5f00\u6e90\u4e86Agents SDK\uff0c\u4ee5\u6539\u5584\u591a\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n

Trae\u56fd\u9645\u7248\u53d1\u5e03\u65b0\u7248\u672c\uff0c\u4e0a\u7ebfClaude3.7Sonnet\u6a21\u578b\uff0c\u540c\u6b65\u66f4\u65b0\u652f\u6301Remote-SSH\uff0c\u5f00\u53d1\u8005\u53ef\u5728\u672c\u5730\u901a\u8fc7Trae\u8bbf\u95ee\u548c\u64cd\u4f5c\u8fdc\u7a0b\u4e3b\u673a\u6587\u4ef6\u5939\uff0c\u4eab\u53d7\u4ee3\u7801\u8865\u5168\u3001\u8c03\u8bd5\u7b49AI\u8f85\u52a9\u529f\u80fd\u3002Trae\u8fd8\u65b0\u589e\u81ea\u5b9a\u4e49\u6a21\u578b\u914d\u7f6e\uff0c\u7528\u6237\u53ef\u81ea\u884c\u63a5\u5165\u706b\u5c71\u5f15\u64ce\u3001DeepSeek\u3001\u7845\u57fa\u6d41\u52a8\u3001\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u7b49\u670d\u52a1\u5546\u7684\u6a21\u578b\u8d44\u6e90\uff0c\u6ee1\u8db3\u4e2a\u6027\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u63a8\u51fa\u65b0\u4e00\u4ee3\u5f00\u6e90\u6a21\u578bGemma3\uff0c\u662fGemma\u6a21\u578b\u5bb6\u65cf\u7684\u6700\u65b0\u7248\u672c\u3002\u8c37\u6b4c\u535a\u5ba2\u4e2d\u8bf4\uff0c\u8fd9\u662f\u5176\u8fc4\u4eca\u4e3a\u6b62\u6700\u5148\u8fdb\u3001\u6700\u4fbf\u643a\u3001\u6700\u8d1f\u8d23\u4efb\u5f00\u53d1\u7684\u5f00\u653e\u5f0f\u6a21\u578b\uff0c\u662f\u201c\u4e16\u754c\u4e0a\u6700\u597d\u7684\u5355GPU\u6a21\u578b\u201d\u3002Gemma3\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\uff0c\u5305\u62ec\u89c6\u89c9\u8bed\u8a00\u8f93\u5165\u548c\u6587\u672c\u8f93\u51fa\uff0c\u80fd\u5904\u7406\u957f\u8fbe128k\u4ee4\u724c\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u6db5\u76d6\u8d85\u8fc7140\u79cd\u8bed\u8a00\u3002\u5728\u6570\u5b66\u3001\u63a8\u7406\u548c\u5bf9\u8bdd\u80fd\u529b\u4e0a\u90fd\u6709\u663e\u8457\u63d0\u5347\uff0c\u5e76\u63d0\u4f9b\u7ed3\u6784\u5316\u8f93\u51fa\u548c\u51fd\u6570\u8c03\u7528\u529f\u80fd\u3002<\/p>\n\n\n\n

\u963f\u91cc\u5f00\u6e90R1-Omni\u6a21\u578b\uff0c\u662f\u9996\u4e2a\u5e94\u7528\u53ef\u9a8c\u8bc1\u5956\u52b1\u7684\u5f3a\u5316\u5b66\u4e60\uff08RLVR\uff09\u4e8e\u5168\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u7684\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u60c5\u611f\u8bc6\u522b\u3002\u7814\u7a76\u8868\u660e\uff0cR1-Omni\u5728\u63a8\u7406\u3001\u7406\u89e3\u548c\u6cdb\u5316\u80fd\u529b\u4e0a\u663e\u8457\u4f18\u4e8e\u4f20\u7edf\u6a21\u578b\u3002\u8be5\u9879\u76ee\u5f00\u6e90\u4e86\u57fa\u7840\u6a21\u578b\u53ca\u8bad\u7ec3\u6570\u636e\uff0c\u63d0\u4f9b\u4e86\u60c5\u611f\u8bc6\u522b\u7684\u6027\u80fd\u6570\u636e\uff0c\u5e76\u8be6\u7ec6\u8bf4\u660e\u4e86\u73af\u5883\u8bbe\u7f6e\u4e0e\u63a8\u7406\u6b65\u9aa4\u3002R1-Omni\u5728\u60c5\u611f\u8bc6\u522b\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u80fd\u591f\u6709\u6548\u5904\u7406\u89c6\u9891\u548c\u97f3\u9891\u6570\u636e\u3002<\/p>\n\n\n\n

\u901a\u4e49\u4e07\u76f8\u4e0a\u7ebf\u56fd\u9645\u7248\u72ec\u7acb\u7f51\u7ad9\uff08wan.video\uff09\uff0c\u89c6\u9891\u751f\u6210\u6a21\u578b\u5168\u9762\u542f\u7528Wan2.1\uff0c\u540c\u6b65\u56fd\u5185\u7248\u672c\u4e5f\u66f4\u65b0\u4e3a\u65b0\u7248UI\u3002\u8be5\u5de5\u5177\u80fd\u591f\u5c06\u6587\u5b57\u8f6c\u5316\u4e3a\u7535\u5f71\u7ea7\u753b\u9762\uff0c\u5e76\u5c06\u9759\u6001\u56fe\u7247\u52a8\u6001\u5316\uff0c\u6bcf\u5929\u767b\u5f55\u8fd8\u8d60\u9001\u514d\u8d39\u989d\u5ea6\u3002<\/p>\n\n\n\n

\u817e\u8baf\u5143\u5b9d\u4e0e\u817e\u8baf\u6587\u6863\u6b63\u5f0f\u5b9e\u73b0\u4e92\u901a\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u4e0a\u4f20\u817e\u8baf\u6587\u6863\u81f3\u817e\u8baf\u5143\u5b9d\uff0c\u5229\u7528AI\u8fdb\u884c\u603b\u7ed3\u548c\u8981\u70b9\u63d0\u70bc\u3002\u540c\u65f6\uff0c\u7528\u6237\u8fd8\u53ef\u4ee5\u5c06\u817e\u8baf\u5143\u5b9d\u4e2d\u7684\u5bf9\u8bdd\u5185\u5bb9\u4e00\u952e\u5bfc\u51fa\u5230\u817e\u8baf\u6587\u6863\uff0c\u65b9\u4fbf\u8fdb\u884c\u4fee\u6539\u3001\u5206\u4eab\u548c\u521b\u4f5c\u3002\u8fd9\u4e00\u65b0\u529f\u80fd\u5df2\u5728\u5143\u5b9d\u7684\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u4e0a\u7ebf\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u66f4\u52a0\u9ad8\u6548\u7684\u5de5\u4f5c\u4f53\u9a8c\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u4e24\u6b3e\u4ea7\u54c1\u7684\u6574\u5408\u6027\u80fd\u3002<\/p>\n\n\n\n

3\u670813\u65e5\uff0c\u8c37\u6b4c\u66f4\u65b0\u4e86\u5176\u5168\u6a21\u6001\u6a21\u578bGemini 2.0 Flash Exp\uff0c\u62a2\u5148\u4e8eOpenAI\u7684\u540c\u7c7b\u4ea7\u54c1\uff0c\u5438\u5f15\u4e86\u5e7f\u6cdb\u5173\u6ce8\uff0c\u88ab\u79f0\u4e3a\u201c\u7528\u5634P\u56fe\u795e\u5668\u201d\u3002Gemini 2.0 Flash Exp \u6a21\u578b\u4e0d\u4ec5\u80fd\u591f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u751f\u6210\u56fe\u7247\uff0c\u8fd8\u80fd\u5c06\u56fe\u50cf\u4e0e\u6587\u672c\u6df7\u5408\u8f93\u51fa\uff0c\u751a\u81f3\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\uff0c\u9010\u6b65\u8c03\u6574\u548c\u4f18\u5316\u56fe\u50cf\u3002\u6240\u6709\u5f00\u53d1\u8005\u5747\u53ef\u901a\u8fc7Gemini API\u548cGoogle AI Studio\u5b9e\u9a8c\u7248\u672c\u8fdb\u884c\u4f7f\u7528\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u540c\u65f6\u5ba3\u5e03Gemini Deep Research\u529f\u80fd\u73b0\u5728\u5bf9\u66f4\u591a\u7528\u6237\u514d\u8d39\u5f00\u653e\uff0c\u5141\u8bb8\u4ed6\u4eec\u5feb\u901f\u751f\u6210\u5168\u9762\u7684\u591a\u9875\u62a5\u544a\uff0c\u4ece\u800c\u8282\u7701\u5927\u91cf\u7684\u7814\u7a76\u65f6\u95f4\u3002\u65b0\u6a21\u578b\u63d0\u5347\u4e86Gemini\u5728\u7814\u7a76\u8fc7\u7a0b\u4e2d\u5404\u4e2a\u9636\u6bb5\u7684\u63a8\u7406\u80fd\u529b\uff0c\u5305\u62ec\u89c4\u5212\u3001\u641c\u7d22\u548c\u62a5\u544a\u3002\u901a\u8fc7\u8fdb\u4e00\u6b65\u4f18\u5316Deep Research\uff0c\u8c37\u6b4c\u65e8\u5728\u5b9e\u73b0\u5176\u5c06\u5168\u7403\u4fe1\u606f\u7ec4\u7ec7\u3001\u666e\u904d\u53ef\u8bbf\u95ee\u548c\u5b9e\u7528\u7684\u4f7f\u547d\u3002<\/p>\n\n\n\n

3\u670816\u65e5\uff0c\u66f4\u65b0\u5347\u7ea7\u540e\u7684 Gemini 2.0 Flash Thinking (experimental) \u6a21\u578b\uff0c\u4ee5\u53ca\u53ef\u6839\u636e\u4f60\u7684\u641c\u7d22\u8bb0\u5f55\u63d0\u4f9b\u4e2a\u6027\u5316\u56de\u7b54\u7684 Personalization (experimental) \u9009\u9879\uff0c\u73b0\u5df2\u5728 Gemini app \u4e2d\u53ef\u7528\u3002<\/p>\n\n\n\n

3\u670816\u65e5\uff0c\u767e\u5ea6\u6b63\u5f0f\u63a8\u51fa\u6587\u5fc3\u5927\u6a21\u578b4.5\u548cX1\uff0c\u8fd9\u4e24\u6b3e\u6a21\u578b\u73b0\u5df2\u5728\u6587\u5fc3\u4e00\u8a00\u5b98\u7f51\u4e0a\u514d\u8d39\u63d0\u4f9b\u7ed9\u7528\u6237\u3002\u6587\u5fc3\u5927\u6a21\u578b4.5\u4f5c\u4e3a\u539f\u751f\u591a\u6a21\u6001\u57fa\u7840\u6a21\u578b\uff0c\u5177\u5907\u51fa\u8272\u7684\u591a\u6a21\u6001\u7406\u89e3\u80fd\u529b\u548c\u589e\u5f3a\u7684\u8bed\u8a00\u80fd\u529b\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u903b\u8f91\u3001\u8bb0\u5fc6\u548c\u4ee3\u7801\u751f\u6210\u80fd\u529b\u3002\u4f01\u4e1a\u7528\u6237\u548c\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u767e\u5ea6\u667a\u80fd\u4e91\u5343\u5e06\u5e73\u53f0\u8c03\u75284.5\u7684API\uff0cX1\u4e5f\u5c06\u968f\u540e\u4e0a\u7ebf\u3002\u6b64\u5916\uff0c\u767e\u5ea6\u641c\u7d22\u548c\u6587\u5c0f\u8a00APP\u7b49\u4ea7\u54c1\u5c06\u9010\u6b65\u63a5\u5165\u8fd9\u4e24\u6b3e\u65b0\u6a21\u578b\uff0c\u8fdb\u4e00\u6b65\u4e30\u5bcc\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n

issue112 2025.3.17-3.23<\/strong><\/p>\n\n\n\n

3\u670817\u65e5\uff0c\u53ef\u7075\u5ba3\u5e03DeepSeek R1\u6b63\u5f0f\u63a5\u5165\u5e76\u6574\u5408\u5230AI\u89c6\u9891\u548c\u56fe\u50cf\u529f\u80fd\u4e2d\u3002\u7528\u6237\u53ea\u9700\u70b9\u51fbDeepSeek\u6309\u94ae\uff0c\u8f93\u5165\u60f3\u6cd5\u5373\u53ef\u81ea\u52a8\u751f\u6210\u63d0\u793a\u8bcd\uff0c\u5e76\u5b9e\u65f6\u540c\u6b65\uff0c\u65e0\u9700\u624b\u52a8\u7f16\u5199\u3002\u8fd9\u4e00\u529f\u80fd\u65e8\u5728\u7b80\u5316\u64cd\u4f5c\u6d41\u7a0b\uff0c\u4f7f\u5c0f\u767d\u7528\u6237\u4e5f\u80fd\u8f7b\u677e\u5236\u4f5cAI\u89c6\u9891\uff0c\u8f7b\u677e\u5b9e\u73b0\u4e00\u952e\u751f\u6210\uff0c\u63d0\u5347\u4e86\u7528\u6237\u521b\u4f5c\u7684\u4fbf\u6377\u6027\u548c\u667a\u80fd\u6027\u3002<\/p>\n\n\n\n

3\u670817\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u5ba3\u5e03\u63a8\u51fa5\u4e2a\u5168\u65b0\u5f00\u6e903D\u751f\u6210\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5177\u5907\u66f4\u5feb\u7684\u751f\u6210\u901f\u5ea6\u3001\u66f4\u4e30\u5bcc\u7684\u7ec6\u8282\u548c\u66f4\u903c\u771f\u7684\u6750\u8d28\u8868\u8fbe\u3002\u540c\u65f6\uff0c\u6df7\u5143\u7684\u81ea\u78143D AI\u521b\u4f5c\u5f15\u64ce\u4e5f\u5f97\u5230\u5347\u7ea7\uff0c\u65b0\u589e\u591a\u89c6\u56fe\u8f93\u5165\u3001\u6a21\u578b\u667a\u80fd\u51cf\u9762\u548c\u683c\u5f0f\u5168\u517c\u5bb9\u7b49\u80fd\u529b\uff0c\u5168\u9762\u9762\u5411C\u7aef\u7528\u6237\u5f00\u653e\uff0c\u63d0\u5347\u4e863D\u521b\u4f5c\u4f53\u9a8c\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u4e91\u5728\u4f26\u6566DeepMind\u603b\u90e8\u63a8\u51fa\u9ad8\u6e05\u8bed\u97f3\u6a21\u578bChirp 3\uff0c\u5e76\u901a\u8fc7Vertex AI\u5e73\u53f0\u5411\u5f00\u53d1\u8005\u5f00\u653e\u3002\u8be5\u6a21\u578b\u652f\u6301248\u79cd\u58f0\u97f3\u548c31\u79cd\u8bed\u8a00\uff0c\u53ef\u5e94\u7528\u4e8e\u591a\u79cd\u667a\u80fd\u5e94\u7528\u4e2d\u3002\u4e3a\u4e86\u4fdd\u969c\u5b89\u5168\uff0c\u8c37\u6b4c\u5bf9\u8bed\u97f3\u514b\u9686\u529f\u80fd\u8fdb\u884c\u8bbf\u95ee\u6743\u9650\u9650\u5236\u3002\u5728\u53d1\u5e03\u4f1a\u4e0a\uff0c\u8c37\u6b4c\u8fd8\u4ecb\u7ecd\u4e86\u591a\u6b3e\u65b0\u4ea7\u54c1\uff0c\u5e76\u5ba3\u5e03\u63d0\u5347\u82f1\u56fdAI\u6280\u80fd\u8ba1\u5212\uff0c\u652f\u6301\u521d\u521b\u4f01\u4e1a\uff0c\u540c\u65f6\u91cd\u7533\u6570\u636e\u9a7b\u7559\u627f\u8bfa\uff0c\u5f3a\u8c03\u5de5\u5177\u5728\u9690\u79c1\u4e0e\u5408\u89c4\u65b9\u9762\u7684\u91cd\u8981\u6027\u3002<\/p>\n\n\n\n

Anthropic\u53d1\u5e03\u4e86MCP\uff08\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff09\u7684\u91cd\u5927\u66f4\u65b0\uff0c\u5f15\u5165\u4e86\u201cStreamable HTTP\u201d\u65b9\u6848\u3002\u8fd9\u4e00\u65b0\u65b9\u6848\u66ff\u4ee3\u4e86HTTP+SSE\uff0c\u65e8\u5728\u4f18\u5316MCP\u7684\u4f20\u8f93\uff0c\u63d0\u5347\u5176\u7075\u6d3b\u6027\u3001\u517c\u5bb9\u6027\u548c\u6613\u7528\u6027\u3002\u65b0\u534f\u8bae\u652f\u6301\u6d41\u5f0f\u4f20\u8f93\u4f46\u975e\u5f3a\u5236\uff0c\u517c\u5bb9\u6807\u51c6HTTP\uff0c\u5e76\u652f\u6301\u65e0\u72b6\u6001\u670d\u52a1\u5668\uff0c\u6253\u7834\u4e86SSE\u957f\u8fde\u63a5\u7684\u9650\u5236\u3002\u8fd9\u4e00\u521b\u65b0\u5c06\u4e3a\u5f00\u53d1\u8005\u548c\u7528\u6237\u5728\u8fdc\u7a0b\u6a21\u578b\u4ea4\u4e92\u4e2d\u63d0\u4f9b\u66f4\u591a\u4fbf\u5229\u3002<\/p>\n\n\n\n

3\u670818\u65e5\uff0cGemini\u6b63\u5f0f\u53d1\u5e03Canvas\u529f\u80fd\u3002Canvas\u662fGemini\u4e2d\u65b0\u589e\u7684\u4ea4\u4e92\u5f0f\u5de5\u4f5c\u7a7a\u95f4\uff0c\u65e8\u5728\u7b80\u5316\u7528\u6237\u521b\u5efa\u3001\u5b8c\u5584\u548c\u5206\u4eab\u5de5\u4f5c\u7684\u6d41\u7a0b\uff0c\u65e0\u8bba\u662f\u6587\u6863\u8fd8\u662f\u4ee3\u7801\u3002\u5b83\u7684\u76ee\u6807\u662f\u63d0\u4f9b\u4e00\u4e2a\u4e00\u4f53\u5316\u7684\u73af\u5883\uff0c\u5b9e\u73b0\u5feb\u901f\u8fed\u4ee3\uff0c\u65e0\u9700\u5728\u591a\u4e2a\u5de5\u5177\u4e4b\u95f4\u5207\u6362\u3002<\/p>\n\n\n\n

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Cursor\u63a8\u51fa\u4e86\u5168\u65b0Claude Max\u6a21\u5f0f\uff08MAX\u4ee3\u8868\u6700\u5927\u667a\u80fd\uff09\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u5f3a\u5927\u7684\u7f16\u7a0b\u652f\u6301\u3002Claude Max\u5728\u5904\u7406\u5927\u89c4\u6a21\u4ee3\u7801\u548c\u590d\u6742\u903b\u8f91\u65f6\u8868\u73b0\u5c24\u4e3a\u51fa\u8272\uff0c\u9002\u5408\u4e8e\u786c\u6838\u5f00\u53d1\u548c\u5927\u578b\u9879\u76ee\u3002\u4f5c\u4e3aClaude 3.7\u7684\u589e\u5f3a\u7248\uff0c\u5b83\u5177\u5907\u8d85\u5f3a\u521b\u9020\u529b\uff0c\u5e76\u80fd\u89e3\u51b3\u66f4\u590d\u6742\u7684\u4efb\u52a1\u3002\u6700\u5927\u4e0a\u4e0b\u6587\u7a97\u53e3\u8fbe200K\uff0c\u652f\u6301\u8f93\u5165\u66f4\u5927\u5757\u7684\u4ee3\u7801\uff0c\u540c\u65f6\u5de5\u5177\u8c03\u7528\u9650\u5236\u589e\u81f3200\u6b21\uff0c\u53ef\u8fdb\u884c\u5927\u91cf\u7f16\u8f91\u3002\u7136\u800c\uff0c\u4f7f\u7528Claude Max\u7684\u8d39\u7528\u4e3a\u6309\u9700\u8ba1\u7b97\uff0c\u6bcf\u6b21\u8bf7\u6c42\u548c\u5de5\u5177\u8c03\u7528\u5404\u97000.05\u7f8e\u5143\uff0c\u53ef\u80fd\u4f1a\u5bf9\u7528\u6237\u7684\u9884\u7b97\u9020\u6210\u538b\u529b\uff0c\u9700\u8c28\u614e\u4f7f\u7528\u3002<\/p>\n\n\n\n

3\u670820\u65e5\uff0cOpenAI\u63a8\u51fa\u4e86\u8fc4\u4eca\u4e3a\u6b62\u6700\u6602\u8d35\u7684o1-pro API\u3002\u8be5\u6a21\u578b\u76f8\u6bd4\u4e8eo1\uff0c\u589e\u52a0\u4e86\u8ba1\u7b97\u8d44\u6e90\uff0c\u4ee5\u63d0\u4f9b\u66f4\u7a33\u5b9a\u548c\u9ad8\u8d28\u91cf\u7684\u56de\u7b54\u3002\u73b0\u9636\u6bb5\uff0c\u8be5\u6a21\u578b\u9762\u5411Tier 1-5\u7684\u7279\u5b9a\u5f00\u53d1\u8005\u5f00\u653e\uff0c\u652f\u6301\u89c6\u89c9\u5904\u7406\u3001\u51fd\u6570\u8c03\u7528\u53ca\u7ed3\u6784\u5316\u8f93\u51fa\uff0c\u5e76\u517c\u5bb9Responses API\u548cBatch API\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0co1-pro\u7684\u4f7f\u7528\u6210\u672c\u663e\u8457\u589e\u52a0\uff1a\u8f93\u5165\u6bcf\u767e\u4e07token\u6536\u8d39150\u7f8e\u5143\uff0c\u8f93\u51fa\u6bcf\u767e\u4e07token\u5219\u9700600\u7f8e\u5143\uff0c\u6210\u4e3aOpenAI\u7684\u9ad8\u7aef\u4ea7\u54c1\uff0c\u4ef7\u683c\u4e3aGPT-4.5\u8f93\u5165\u8d39\u7528\u7684\u4e24\u500d\u3002<\/p>\n\n\n\n

\u9636\u8dc3\u661f\u8fb0\u4e8e3\u670820\u65e5\u5f00\u6e90\u4e86\u65b0\u6b3e\u56fe\u751f\u89c6\u9891\u6a21\u578bStep-Video-TI2V\uff0c\u8be5\u6a21\u578b\u57fa\u4e8e30B\u53c2\u6570\u7684Step-Video-T2V\u8bad\u7ec3\u800c\u6210\uff0c\u652f\u6301\u751f\u6210102\u5e27\u30015\u79d2\u957f\u7684540P\u5206\u8fa8\u7387\u89c6\u9891\u3002Step-Video-TI2V\u7684\u6838\u5fc3\u7279\u70b9\u5305\u62ec\u8fd0\u52a8\u5e45\u5ea6\u53ef\u63a7\u548c\u955c\u5934\u8fd0\u52a8\u53ef\u63a7\uff0c\u5177\u5907\u7279\u6548\u751f\u6210\u80fd\u529b\uff0c\u4f7f\u5176\u5728\u5f00\u6e90\u56fe\u751f\u89c6\u9891\u9886\u57df\u4e2d\u5177\u6709\u66f4\u9ad8\u7684\u7814\u7a76\u6f5c\u529b\u3002\u76f8\u8f83\u4e8e\u73b0\u6709\u6a21\u578b\uff0c\u8be5\u6280\u672f\u5728\u52a8\u6001\u6027\u548c\u7a33\u5b9a\u6027\u4e4b\u95f4\u63d0\u4f9b\u4e86\u66f4\u4f73\u5e73\u8861\uff0c\u4e3a\u521b\u4f5c\u8005\u5e26\u6765\u66f4\u7075\u6d3b\u7684\u89c6\u9891\u751f\u6210\u4f53\u9a8c\u3002<\/p>\n\n\n\n

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3\u670821\u65e5\uff0cOpenAI\u53d1\u5e03\u4e86\u65b0\u7684\u8bed\u97f3\u751f\u6210\u6a21\u578b\u4ee5\u53ca\u4f53\u9a8c\u7f51\u7ad9OpenAI.fm\u3002\u65b0\u63a8\u51fa\u7684\u8bed\u97f3\u8f6c\u6587\u672c\uff08STT\uff09\u6a21\u578b\u5305\u62ecgpt-4o-transcribe\u548cgpt-4o-mini-transcribe\uff0c\u8fd9\u4e24\u6b3e\u6a21\u578b\u5728\u5904\u7406\u53e3\u97f3\u3001\u566a\u97f3\u548c\u4e0d\u540c\u8bed\u901f\u65b9\u9762\u6027\u80fd\u663e\u8457\u4f18\u4e8e\u4e4b\u524d\u7684Whisper\uff0c\u540c\u65f6\u4ef7\u683c\u66f4\u5177\u7ade\u4e89\u529b\u3002\u6b64\u5916\uff0cOpenAI\u8fd8\u53d1\u5e03\u4e86\u5177\u5907\u9ad8\u5ea6\u53ef\u63a7\u6027\u7684\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09\u6a21\u578bgpt-4o-mini-tts\uff0c\u7528\u6237\u53ef\u4ee5\u6307\u5b9a\u8bed\u8c03\u548c\u5185\u5bb9\u3002\u65b0\u529f\u80fd\u652f\u6301\u65f6\u95f4\u6233\u548c\u6d41\u5f0f\u8f6c\u5f55\uff0c\u4fbf\u4e8e\u7528\u6237\u5b9e\u65f6\u83b7\u53d6\u8f6c\u5f55\u7ed3\u679c\uff0c\u8be6\u7ec6\u6587\u6863\u5df2\u5728OpenAI\u5b98\u65b9\u7f51\u7ad9\u4e0a\u53d1\u5e03\u3002<\/p>\n\n\n\n

3\u670821\u65e5\uff0cClaude\u5ba3\u5e03\u73b0\u5df2\u5177\u5907\u7f51\u9875\u641c\u7d22\u529f\u80fd\uff0c\u53ef\u4e3a\u6bcf\u4e2a\u54cd\u5e94\u63d0\u4f9b\u5373\u65f6\u5f15\u7528\uff0c\u4f7f\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u5730\u6838\u5b9e\u6765\u6e90\u3002\u8fd9\u4e00\u65b0\u7279\u6027\u589e\u5f3a\u4e86\u4fe1\u606f\u7684\u771f\u5b9e\u6027\u548c\u53ef\u9760\u6027\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u5f15\u7528\u5feb\u901f\u627e\u5230\u76f8\u5173\u8d44\u6599\u5e76\u8fdb\u4e00\u6b65\u63a2\u8ba8\u6240\u63d0\u53ca\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n

3\u670821\u65e5\u665a\u95f4\uff0c\u817e\u8baf\u6df7\u5143\u5927\u6a21\u578b\u56e2\u961f\u4e3e\u884c\u7ebf\u4e0a\u76f4\u64ad\uff0c\u53d1\u5e03\u6df1\u5ea6\u601d\u8003\u6a21\u578bT1\u6b63\u5f0f\u7248\u3002\u8be5\u6a21\u578b\u5177\u5907\u5feb\u901f\u5410\u5b57\u548c\u79d2\u56de\u7684\u7279\u70b9\uff0c\u5e76\u4e14\u64c5\u957f\u5904\u7406\u8d85\u957f\u6587\u672c\uff0c\u5df2\u4e0a\u7ebf\u817e\u8baf\u4e91\uff0c\u5c06\u5728\u817e\u8baf\u5143\u5b9d\u8fdb\u884c\u7070\u5ea6\u6d4b\u8bd5\u3002\u6df7\u5143T1\u901a\u8fc7\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\uff0c\u7279\u522b\u4f18\u5316\u4e86\u5728\u6570\u5b66\u3001\u903b\u8f91\u63a8\u7406\u3001\u79d1\u5b66\u548c\u4ee3\u7801\u7b49\u9886\u57df\u7684\u8868\u73b0\uff0c\u5728\u5e38\u89c1benchmark\u5982MMLU-PRO\u4e2d\u53d6\u5f9787.2\u7684\u9ad8\u5206\uff0c\u4ec5\u6b21\u4e8e\u9886\u5148\u6a21\u578b\u3002\u6b64\u5916\uff0c\u6df7\u5143T1\u5728\u5bf9\u9f50\u4efb\u52a1\u3001\u6307\u4ee4\u8ddf\u968f\u548c\u5de5\u5177\u5229\u7528\u7b49\u65b9\u9762\u5c55\u73b0\u51fa\u5f3a\u9002\u5e94\u6027\uff0c\u91c7\u7528\u521b\u65b0\u7684Hybrid-Mamba-Transformer\u67b6\u6784\uff0c\u964d\u4f4e\u4e86\u8ba1\u7b97\u590d\u6742\u5ea6\u548c\u5185\u5b58\u5360\u7528\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u8bad\u7ec3\u548c\u63a8\u7406\u6210\u672c\uff0c\u5c55\u793a\u51fa\u5176\u5728\u63a8\u7406\u80fd\u529b\u4e0a\u7684\u9886\u5148\u5730\u4f4d\u3002<\/p>\n\n\n\n

\u5728AWE 2025\u5c55\u4f1a\u4e0a\uff0c\u591a\u5bb6\u5bb6\u7535\u54c1\u724c\u63a8\u51faAI\u76f8\u5173\u4ea7\u54c1\uff0c\u91cd\u70b9\u5c55\u793aAI\u9a71\u52a8\u7684\u667a\u80fd\u5bb6\u5c45\u8bbe\u5907\u4e0e\u4e2a\u6027\u5316\u670d\u52a1\u3002\u8001\u677f\u7535\u5668\u63a8\u51fa\u201c\u98df\u795e\u5927\u6a21\u578b\u201d\uff0c\u901a\u8fc7AI\u751f\u6210\u4e2a\u6027\u5316\u83dc\u8c31\u5e76\u8054\u52a8\u667a\u80fd\u53a8\u7535\u8bbe\u5907\uff0c\u91cd\u65b0\u5b9a\u4e49\u672a\u6765\u53a8\u623f\u573a\u666f\u3002<\/p>\n\n\n\n

issue113 2025.3.24-3.30<\/strong><\/p>\n\n\n\n

3\u670824\u65e5\u665a\u95f4\uff0cDeepSeek\u5728huggingface\u4e0a\u53d1\u5e03\u4e86V3-0324\u6a21\u578b\u66f4\u65b0\uff0c\u663e\u8457\u63d0\u5347\u4e86\u7f16\u7a0b\u80fd\u529b\uff0c\u5e76\u91c7\u7528\u4e86\u66f4\u5bbd\u677e\u7684MIT\u5f00\u6e90\u8bb8\u53ef\u8bc1\u3002\u6b64\u7248\u672c\u7684\u6a21\u578b\u5177\u59076850\u4ebf\u53c2\u6570\uff0c\u4f9d\u6258\u65b0\u768432KGPU\u96c6\u7fa4\u8fdb\u884c\u6539\u8fdb\uff0c\u76ee\u524d\u5df2\u7ecf\u5728\u5b98\u65b9\u7f51\u9875\u3001APP\u548c\u5c0f\u7a0b\u5e8f\u4e0a\u53ef\u7528\u3002\u7528\u6237\u53cd\u9988\u663e\u793a\uff0c\u8be5\u6a21\u578b\u5728\u524d\u7aef\u7f16\u7801\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u63a5\u8fd1\u5f53\u524d\u7f16\u7801\u80fd\u529b\u9876\u5c16\u7684Claude 3.7\u3002\u6b64\u5916\uff0cV3\u7684\u5f00\u6e90\u534f\u8bae\u4fbf\u5229\u4e86\u5546\u4e1a\u5e94\u7528\uff0c\u5438\u5f15\u4e86\u5168\u7403\u7528\u6237\u79ef\u6781\u6d4b\u8bd5\u3002<\/p>\n\n\n\n

3\u670825\u65e5\uff0c\u963f\u91cc\u4e91\u53d1\u5e03\u4e86\u66f4\u5c0f\u5c3a\u5bf8\u7684\u89c6\u89c9\u7406\u89e3\u6a21\u578bQwen2.5-VL-32B-Instruct\uff0c\u4e3b\u8981\u4f18\u52bf\u4f53\u73b0\u5728\u4e09\u4e2a\u65b9\u9762\uff1a\u8c03\u6574\u540e\u7684\u8f93\u51fa\u98ce\u683c\u4f7f\u5176\u7b54\u6848\u66f4\u52a0\u8be6\u7ec6\u548c\u89c4\u8303\uff1b\u5177\u5907\u5e94\u5bf9\u590d\u6742\u6570\u5b66\u95ee\u9898\u7684\u63a8\u7406\u80fd\u529b\uff1b\u5728\u56fe\u50cf\u89e3\u6790\u548c\u89c6\u89c9\u903b\u8f91\u63a8\u5bfc\u7b49\u4efb\u52a1\u4e0a\u63d0\u4f9b\u66f4\u51c6\u786e\u7684\u7ec6\u7c92\u5ea6\u5206\u6790\u3002\u8be5\u6a21\u578b\u57fa\u4e8e1\u6708\u5e95\u5f00\u6e90\u7684Qwen2.5-VL\u7cfb\u5217\u6301\u7eed\u4f18\u5316\uff0c\u91c7\u7528Apache 2.0\u534f\u8bae\u5f00\u6e90\u3002<\/p>\n\n\n\n

3\u670826\u65e5\uff0ciOS\u7248Grok\u5e94\u7528\u8fdb\u884c\u4e86\u66f4\u65b0\uff0c\u65b0\u589e\u591a\u9879\u529f\u80fd\u3002\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u5728\u8bed\u97f3\u6a21\u5f0f\u4e0b\u8fdb\u884c\u56fe\u50cf\u7f16\u8f91\uff0c\u540c\u65f6\u5f15\u5165\u4e86\u8fd1\u671f\u5386\u53f2\u5feb\u6377\u65b9\u5f0f\u548c\u66f4\u65b0\u7684\u4eba\u7269\u5361\u7247\u9009\u9879\u3002<\/p>\n\n\n\n

Gemini 2.5 Pro\u5b9e\u9a8c\u7248\u6a21\u578b\u73b0\u5df2\u5728Google AI Studio\u4e0a\u7ebf\uff0c\u5355\u6b21\u53ef\u5904\u7406\u767e\u4e07token\uff0c\u7528\u6237\u53ef\u4ee5\u8fdb\u884c\u4f53\u9a8c\u548c\u8bd5\u7528\u3002\u5b83\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fbe\u5230\u4e86SOTA\u6c34\u5e73\uff0c\u5e76\u4e14\u4ee5\u663e\u8457\u7684\u4f18\u52bf\u5728LMArena\u4e0a\u6392\u540d\u7b2c\u4e00\u3002 \u73b0\u5728\uff0cGemini 2.5 Pro\u5df2\u7ecf\u767b\u9876\u4e86Arena\u6392\u884c\u699c\u7684\u7b2c\u4e00\u4f4d\uff0c\u800c\u4e14\u521b\u4e0b\u4e86\u5386\u53f2\u6700\u5927\u5206\u6570\u3002<\/p>\n\n\n\n

3\u670826\u65e5\uff0cOpenAI\u53d1\u5e03GPT-4o\u751f\u56fe\u529f\u80fd\uff0c\u663e\u8457\u63d0\u5347\u4e86\u56fe\u50cf\u751f\u6210\u7684\u8d28\u91cf\u4e0e\u7ec6\u8282\u8868\u73b0\u3002\u7528\u6237\u901a\u8fc7\u5bf9\u8bdd\u80fd\u591f\u5b9e\u73b0\u591a\u8f6e\u751f\u6210\u548c\u7cbe\u51c6\u6307\u4ee4\u9075\u5faa\uff0c\u80fd\u591f\u5904\u7406\u590d\u6742\u573a\u666f\u5e76\u8fdb\u884c\u7ec6\u81f4\u4fee\u6539\uff0c\u5982\u751f\u6210\u83dc\u5355\u3001\u5a5a\u793c\u9080\u8bf7\u7b49\u3002\u540c\u65f6\uff0c\u8be5\u6a21\u578b\u8fd8\u53ef\u6839\u636e\u73b0\u5b9e\u77e5\u8bc6\u751f\u6210\u76f8\u5173\u56fe\u50cf\uff0c\u4f46\u5728\u957f\u56fe\u50cf\u3001\u975e\u62c9\u4e01\u6587\u672c\u6e32\u67d3\u7b49\u65b9\u9762\u4ecd\u5b58\u5728\u7f3a\u9677\u3002GPT-4o\u7684\u63a8\u51fa\u5df2\u53d6\u4ee3DALL\u00b7E3\u6210\u4e3a\u9ed8\u8ba4\u7684\u56fe\u50cf\u751f\u6210\u5668\uff0c\u76ee\u524dPlus\u548cPro\u8ba2\u9605\u7528\u6237\u5df2\u53ef\u5728ChatGPT\u548cSora\u4e2d\u4f7f\u7528\uff0c\u9884\u8ba1\u8fd1\u671f\u5c06\u8fdb\u4e00\u6b65\u63a8\u5e7f\u81f3Team\u548cEnterprise\u8ba2\u9605\u7528\u6237\u3002<\/p>\n\n\n\n

\u817e\u8baf\u5143\u5b9d\u5ba3\u5e03DeepSeek\u6a21\u578b\u5df2\u5347\u7ea7\u5230V3-0324\u3002\u5b57\u8282\u8df3\u52a8\u7684AI IDE Trae\u56fd\u9645\u7248\u4e5f\u5df2\u4e0a\u7ebfDeepSeek-V3-0324\u6a21\u578b\u3002<\/p>\n\n\n\n

\u6606\u4ed1\u4e07\u7ef4\u4e8e3\u670826\u65e5\u63a8\u51fa\u9996\u6b3e\u97f3\u4e50\u63a8\u7406\u5927\u6a21\u578bMureka O1\u53ca\u5176V6\u7248\u672c\u3002\u7ee7\u53bb\u5e748\u6708\u4e0a\u7ebf\u7684Mureka\u5e73\u53f0\u540e\uff0c\u65b0\u53d1\u5e03\u7684\u6a21\u578b\u5177\u5907CoT\uff08\u601d\u7ef4\u94fe\uff09\u80fd\u529b\uff0c\u6210\u4e3a\u9996\u4e2a\u63d0\u4f9b\u5f00\u653eAPI\u548c\u6a21\u578b\u5fae\u8c03\u670d\u52a1\u7684\u97f3\u4e50\u751f\u6210\u5e73\u53f0\u3002Mureka\u7684\u540d\u79f0\u6e90\u4e8e\u5e0c\u814a\u8bed\u201cEureka\u201d\uff0c\u610f\u4e3a\u201c\u6211\u53d1\u73b0\u4e86\u201d\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u8bb0\u5f55\u97f3\u4e50\u7075\u611f\uff0c\u521b\u9020\u4e2a\u6027\u5316\u4f5c\u54c1\u3002Mureka O1\u5728\u591a\u9879\u8bc4\u6d4b\u4e2d\u5df2\u8d85\u8d8a\u7ade\u4e89\u5bf9\u624bSuno\uff0c\u5e76\u7784\u51c6\u5168\u7403\u5e02\u573a\u3002\u7528\u6237\u53ef\u901a\u8fc7\u5b98\u65b9\u7f51\u7ad9\u4f53\u9a8c\u3002<\/p>\n\n\n\n

3\u670827\u65e5\uff0cQwen\u56e2\u961f\u5f00\u6e90\u4e86\u6700\u65b0\u7684\u591a\u6a21\u6001\u6a21\u578bQwen2.5-Omni-7B\uff0c\u8be5\u6a21\u578b\u5b9e\u73b0\u4e86\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\u548c\u89c6\u9891\u7684\u7aef\u5230\u7aef\u5904\u7406\u3002\u5176\u6838\u5fc3\u6280\u672f\u5305\u62ec\u5168\u65b0Thinker-Talker\u67b6\u6784\uff0c\u652f\u6301\u5206\u5757\u8f93\u5165\u4e0e\u5373\u65f6\u8f93\u51fa\uff0c\u89e3\u51b3\u4e86\u89c6\u9891\u4e0e\u97f3\u9891\u65f6\u95f4\u6233\u540c\u6b65\u95ee\u9898\u3002\u8be5\u6a21\u578b\u5177\u5907\u5b9e\u65f6\u8bed\u97f3\u548c\u89c6\u9891\u4ea4\u4e92\u80fd\u529b\uff0c\u751f\u6210\u7684\u8bed\u97f3\u5728\u81ea\u7136\u5ea6\u4e0a\u8d85\u8d8a\u73b0\u6709\u6280\u672f\uff0c\u5e76\u5728\u5355\u6a21\u6001\u548c\u591a\u6a21\u6001\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u8fbe\u5230SOTA\u6c34\u5e73\u3002\u7528\u6237\u53ef\u5728Qwen\u5b98\u7f51\u8bd5\u7528\u8fd9\u4e2a\u5f3a\u5927\u7684\u65b0\u6a21\u578b\u3002<\/p>\n\n\n\n

\u7f8e\u56e2\u521b\u59cb\u4eba\u738b\u5174\u900f\u9732\uff0c\u516c\u53f8\u5df2\u81ea\u4e3b\u7814\u53d1\u4e86\u540d\u4e3aLongCat\u7684\u5927\u6a21\u578b\uff0c\u5e76\u6295\u5165\u6570\u5341\u4ebf\u5143\u7528\u4e8eGPU\u8d44\u6e90\u7684\u5efa\u8bbe\u3002LongCat\u6a21\u578b\u65e8\u5728\u63d0\u5347\u5458\u5de5\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u5305\u62ecAI\u7f16\u7a0b\u3001\u4f1a\u8bae\u52a9\u624b\u53ca\u591a\u5a92\u4f53\u5236\u4f5c\u7b49\u529f\u80fd\u3002<\/p>\n\n\n\n

3\u670827\u65e5\u51cc\u66682\u70b9\uff0cOpenAI\u5bf9Agent SDK\u8fdb\u884c\u4e86\u91cd\u8981\u66f4\u65b0\uff0c\u65b0\u589e\u652f\u6301MCP\uff08Multi-Component Processor\uff09\u670d\u52a1\uff0c\u65e8\u5728\u7edf\u4e00\u63a5\u53e3\u6807\u51c6\uff0c\u89e3\u9501\u65e0\u9650\u5de5\u5177\u3002\u6b64\u66f4\u65b0\u5141\u8bb8\u5f00\u53d1\u8005\u5feb\u901f\u96c6\u6210\u591a\u79cd\u5de5\u5177\uff0c\u5982\u7f51\u7edc\u641c\u7d22\u3001\u4e13\u4e1a\u5206\u6790\u3001\u548c\u672c\u5730\u67e5\u8be2\uff0c\u4ece\u800c\u663e\u8457\u63d0\u5347\u590d\u6742\u81ea\u52a8\u5316\u667a\u80fd\u4f53\u7684\u5f00\u53d1\u6548\u7387\u3002\u4f8b\u5982\uff0c\u5f00\u53d1\u8005\u53ef\u901a\u8fc7MCP\u670d\u52a1\u5668\u6709\u6548\u6574\u5408\u6587\u4ef6\u5904\u7406\u3001\u6570\u636e\u67e5\u8be2\u548c\u7f51\u7edc\u4fe1\u606f\u6536\u96c6\u529f\u80fd\u3002OpenAI\u9996\u5e2d\u6267\u884c\u5b98Sam Altman\u5bf9\u6b64\u8868\u793a\u9ad8\u5ea6\u8d5e\u8d4f\uff0c\u5f3a\u8c03\u4e86MCP\u5728\u667a\u80fd\u4f53\u5f00\u53d1\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u3002<\/p>\n\n\n\n

\u6e05\u534e\u5927\u5b66\u7814\u7a76\u56e2\u961f\u5f00\u6e90\u4e86\u65b0\u89c6\u9891\u751f\u6210\u6280\u672fVideo-T1\uff0c\u91c7\u7528\u6d4b\u8bd5\u65f6\u7f29\u653e\uff08Test-Time Scaling, TTS\uff09\u65b9\u6cd5\uff0c\u65e8\u5728\u63d0\u5347AI\u751f\u6210\u89c6\u9891\u7684\u8d28\u91cf\uff0c\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b\u3002\u8be5\u6280\u672f\u901a\u8fc7\u5728\u63a8\u7406\u9636\u6bb5\u589e\u52a0\u8ba1\u7b97\uff0c\u5b9e\u73b0\u4e86\u89c6\u9891\u751f\u6210\u7684\u663e\u8457\u63d0\u5347\uff0c\u6d4b\u8bd5\u8868\u660e\u5728VBench\u4e0a\u6700\u9ad8\u53ef\u63d0\u53475.86%\u7684\u603b\u5206\u3002Video-T1\u4e0d\u4ec5\u4f18\u5316\u4e86\u751f\u6210\u8fc7\u7a0b\u7684\u8d28\u91cf\u548c\u4e00\u81f4\u6027\uff0c\u8fd8\u6709\u52a9\u4e8eAI\u66f4\u597d\u5730\u7406\u89e3\u548c\u6a21\u62df\u73b0\u5b9e\u4e16\u754c\u3002<\/p>\n\n\n\n

3\u670828\u65e5\u51cc\u6668\uff0c\u963f\u91cc\u5df4\u5df4\u53d1\u5e03\u65b0\u7684AI\u89c6\u89c9\u6a21\u578bQVQ-Max\uff0c\u4f5c\u4e3aQVQ-72B-Preview\u7684\u6b63\u5f0f\u5347\u7ea7\u7248\uff0c\u4e13\u6ce8\u4e8e\u4f18\u5316\u89c6\u89c9\u4fe1\u606f\u5904\u7406\u3002QVQ-Max\u5b9e\u73b0\u4e86\u4ece\u89c6\u89c9\u611f\u77e5\u5230\u8ba4\u77e5\u63a8\u7406\u7684\u8de8\u8d8a\uff0c\u652f\u6301\u56fe\u50cf\u3001\u89c6\u9891\u548c\u6587\u672c\u7684\u8054\u5408\u63a8\u7406\u3002\u5728MathVision benchmark\u6d4b\u8bd5\u4e2d\uff0c\u8be5\u6a21\u578b\u8868\u73b0\u51fathinking\u957f\u5ea6\u4e0e\u51c6\u786e\u7387\u4e4b\u95f4\u7684\u6b63\u76f8\u5173\u5173\u7cfb\uff0c\u663e\u793a\u51fa\u5176\u5f3a\u5927\u6f5c\u529b\u3002\u8be5\u6a21\u578b\u76ee\u524d\u5df2\u4e0a\u7ebfQwen Chat\u3002<\/p>\n\n\n\n

Ideogram\u53d1\u5e03\u4e86\u5168\u65b0\u6587\u751f\u56fe\u6a21\u578bIdeogram 3.0\uff0c\u6709\u7740\u60ca\u4eba\u7684\u771f\u5b9e\u611f\u3001\u521b\u610f\u8bbe\u8ba1\u548c\u4e00\u81f4\u7684\u98ce\u683c\u3002\u8be5\u6a21\u578b\u5728\u56fe\u50cf\u63d0\u793a\u5bf9\u9f50\u3001\u903c\u771f\u5ea6\u548c\u6587\u672c\u5448\u73b0\u7b49\u65b9\u9762\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u5728\u4eba\u7c7b\u8bc4\u4f30\u4e2d\u8868\u73b0\u4f18\u4e8e\u5176\u4ed6\u540c\u7c7b\u6a21\u578b\u3002\u5b83\u5f15\u5165\u4e86\u98ce\u683c\u53c2\u8003\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u4e0a\u4f20\u591a\u5f20\u56fe\u50cf\u4ee5\u5b9a\u5236\u751f\u6210\u5185\u5bb9\u98ce\u683c\uff0c\u540c\u65f6\u901a\u8fc7\u968f\u673a\u98ce\u683c\u529f\u80fd\u63a2\u7d22\u72ec\u7279\u7ec4\u5408\u3002Ideogram 3.0\u8fd8\u5177\u5907\u5f3a\u5927\u7684\u6587\u672c\u548c\u5e03\u5c40\u751f\u6210\u80fd\u529b\uff0c\u80fd\u591f\u5feb\u901f\u5236\u4f5c\u4e13\u4e1a\u54c1\u8d28\u7684\u8bbe\u8ba1\u4f5c\u54c1\uff0c\u6781\u5927\u63d0\u9ad8\u4e86\u8bbe\u8ba1\u7684\u6548\u7387\u548c\u53ef\u63a5\u8fd1\u6027\u3002<\/p>\n\n\n\n

3\u670828\u65e5\uff0c\u8c46\u5305\u6b63\u5f0f\u5f00\u542f\u65b0\u7248\u6df1\u5ea6\u601d\u8003\u529f\u80fd\u7684\u6d4b\u8bd5\uff0c\u65b0\u7684\u529f\u80fd\u7ed3\u5408\u4e86\u63a8\u7406\u8fc7\u7a0b\u4e2d\u7684\u601d\u7ef4\u94fe\u4e0e\u6df1\u5ea6\u641c\u7d22\uff0c\u652f\u6301\u8fb9\u601d\u8003\u8fb9\u641c\u7d22\u4fe1\u606f\u3002\u8fd9\u4e00\u6539\u8fdb\u4f7f\u5f97\u8c46\u5305\u80fd\u591f\u5728\u601d\u8003\u8fc7\u7a0b\u4e2d\u591a\u6b21\u8c03\u7528\u5de5\u5177\u548c\u641c\u7d22\u4fe1\u606f\uff0c\u4ee5\u63d0\u4f9b\u66f4\u5168\u9762\u3001\u51c6\u786e\u7684\u7ed3\u679c\u3002\u65b0\u529f\u80fd\u9002\u7528\u4e8e\u591a\u79cd\u573a\u666f\uff0c\u5982\u5236\u5b9a\u65b9\u6848\u548c\u89c4\u5212\u3002\u4f8b\u5982\uff0c\u5728\u6e05\u660e\u65c5\u6e38\u7684\u6848\u4f8b\u4e2d\uff0c\u8c46\u5305\u901a\u8fc7\u4e09\u8f6e\u641c\u7d22\uff0c\u7efc\u5408\u5404\u7c7b\u60c5\u51b5\uff0c\u64b0\u5199\u51fa\u4e86\u4e00\u4efd\u8be6\u5c3d\u7684\u65c5\u6e38\u65b9\u6848\u3002<\/p>\n\n\n\n

3\u670828\u65e5\uff0c\u5feb\u624b\u53ef\u7075AI\u8fdb\u884c\u4e86\u53cc\u91cd\u5347\u7ea7\uff0c\u63a8\u51fa\u4e86\u65b0\u7248\u672c1.6\uff0c\u56fe\u751f\u89c6\u9891\u5728Artificial Analysis\u7ade\u6280\u573a\u4e2d\u6392\u540d\u7b2c\u4e00\uff0c\u8d85\u8d8a\u4e86Google Veo 2\u3002\u540c\u65f6\uff0cElements\uff08\u5c3e\u5e27\uff09\u529f\u80fd\u4e5f\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u89c6\u9891\u751f\u6210\u901f\u5ea6\u663e\u8457\u63d0\u5347\uff0c\u4e14\u5bf9\u63d0\u793a\u8bcd\u7684\u7406\u89e3\u66f4\u52a0\u7cbe\u51c6\uff0c\u751f\u6210\u6548\u679c\u4e0e\u7528\u6237\u9700\u6c42\u66f4\u52a0\u8d34\u5408\u3002\u8fd9\u4e00\u7cfb\u5217\u66f4\u65b0\u4e0d\u4ec5\u63d0\u5347\u4e86\u751f\u6210\u6548\u7387\uff0c\u8fd8\u589e\u5f3a\u4e86\u7528\u6237\u5728\u89c6\u9891\u521b\u4f5c\u4e2d\u7684\u4f53\u9a8c\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u4e86\u53ef\u7075AI\u5728\u56fe\u751f\u89c6\u9891\u9886\u57df\u7684\u9886\u5148\u5730\u4f4d\u3002<\/p>\n\n\n\n

3\u670830\u65e5\uff0cManus\u53d1\u5e03\u4e86\u4e24\u4e2a\u91cd\u8981\u66f4\u65b0\uff0c\u611f\u8c22\u65e9\u671f\u7528\u6237\u7684\u652f\u6301\u3002\u9996\u5148\uff0c\u63a8\u51fa\u4e86Manus\u4f1a\u5458\uff08\u6d4b\u8bd5\u7248\uff09\uff0c\u63d0\u4f9b\u66f4\u591a\u7684\u4f7f\u7528\u79ef\u5206\u3001\u540c\u65f6\u8fd0\u884c\u591a\u4e2a\u4efb\u52a1\u7684\u80fd\u529b\u3001\u901a\u8fc7\u4e13\u7528\u8d44\u6e90\u63d0\u5347\u7684\u7a33\u5b9a\u6027\uff0c\u4ee5\u53ca\u6269\u5c55\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\u4f5c\u4e3a\u5bf9\u65e9\u671f\u7528\u6237\u7684\u611f\u8c22\uff0c\u7cfb\u7edf\u5df2\u4e3a\u6bcf\u4e2a\u8d26\u6237\u6dfb\u52a0\u4e861000\u4e2a\u514d\u8d39\u79ef\u5206\uff0c\u5e76\u5c06\u5b9a\u671f\u63d0\u4f9b\u66f4\u591a\u5956\u52b1\u79ef\u5206\u3002\u5176\u6b21\uff0cManus\u7684\u79fb\u52a8\u5e94\u7528\u73b0\u5df2\u4e0a\u7ebf\uff0c\u7528\u6237\u53ef\u4ee5\u968f\u65f6\u968f\u5730\u521b\u5efa\u4efb\u52a1\u548c\u67e5\u770b\u7ed3\u679c\uff0c\u63d0\u5347\u4e86\u4f7f\u7528\u7684\u4fbf\u5229\u6027\u3002<\/p>\n\n\n\n

issue114 2025.3.31-4.6<\/strong><\/p>\n\n\n\n

3\u670831\u65e5\uff0c\u667a\u8c31\u5728\u4e2d\u5173\u6751\u8bba\u575b\u63a8\u51fa\u4e86\u6700\u65b0\u7684Agent\u4ea7\u54c1\u2014\u2014AutoGLM\u300c\u6c89\u601d\u300d\u3002\u8be5\u4ea7\u54c1\u7684\u663e\u8457\u7279\u70b9\u5728\u4e8e\u5176\u80fd\u591f\u6709\u6548\u5e94\u5bf9\u5f00\u653e\u6027\u548c\u590d\u6742\u95ee\u9898\uff0c\u901a\u8fc7\u8fb9\u63a8\u7406\u8fb9\u641c\u7d22\u7684\u65b9\u5f0f\uff0c\u751f\u6210\u6761\u7406\u6e05\u6670\u3001\u5185\u5bb9\u8be6\u5b9e\u7684\u957f\u6587\u62a5\u544a\u3002\u4e0e\u4f20\u7edf\u7684\u8054\u7f51\u641c\u7d22AI\u5de5\u5177\u4e0d\u540c\uff0c\u300c\u6c89\u601d\u300d\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u4e3b\u52a8\u62c6\u89e3\u95ee\u9898\uff0c\u5e76\u8c03\u7528\u672c\u5730\u6d4f\u89c8\u5668\u5b9e\u65f6\u8fdb\u884c\u4fe1\u606f\u641c\u7d22\uff0c\u5728\u786e\u8ba4\u6240\u9700\u4fe1\u606f\u540e\u518d\u8fdb\u884c\u63a8\u7406\uff0c\u6700\u7ec8\u8f93\u51fa\u5b8c\u6574\u62a5\u544a\u3002\u76ee\u524d\u8be5\u4ea7\u54c1\u5df2\u5728\u667a\u8c31\u6e05\u8a00PC\u7aef\u5f00\u653e\u4f7f\u7528\u3002<\/p>\n\n\n\n

Runway\u6b63\u5f0f\u53d1\u5e03\u5176\u6700\u65b0\u7684\u89c6\u9891\u751f\u6210\u6a21\u578bGen-4\uff0c\u53f7\u79f0\u662f\u8fc4\u4eca\u4e3a\u6b62\u6700\u9ad8\u4fdd\u771f\u5ea6\u7684AI\u89c6\u9891\u751f\u6210\u5de5\u5177\u3002Gen-4\u5728\u753b\u9762\u771f\u5b9e\u611f\u3001\u52a8\u6001\u6d41\u7545\u5ea6\u53ca\u521b\u4f5c\u53ef\u63a7\u6027\u7b49\u65b9\u9762\u5b9e\u73b0\u4e86\u91cd\u5927\u7a81\u7834\uff0c\u89e3\u51b3\u4e86AI\u89c6\u9891\u957f\u671f\u5b58\u5728\u7684\u89d2\u8272\u4e0e\u573a\u666f\u8fde\u8d2f\u6027\u95ee\u9898\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u7b80\u5355\u63d0\u793a\u8bcd\u548c\u51e0\u5f20\u53c2\u8003\u56fe\uff0c\u5c31\u80fd\u751f\u6210\u9ad8\u54c1\u8d28\u7684\u7535\u5f71\u7ea7\u5927\u7247\uff0c\u5e76\u4e14\u4fdd\u6301\u4e00\u81f4\u7684\u89c6\u89c9\u98ce\u683c\u3002\u8be5\u6a21\u578b\u7684\u63a8\u51fa\u5c06\u4e3a\u89c6\u9891\u521b\u4f5c\u5e26\u6765\u524d\u6240\u672a\u6709\u7684\u81ea\u7531\u548c\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n

4\u67082\u65e5\uff0cOpenAI\u5728\u5176iOS\u5e94\u7528\u4e2d\u63a8\u51fa\u4e86\u5168\u65b0\u7684\u8bed\u97f3\u201cShade\u201d\uff0c\u76ee\u524d\u6b63\u5728\u9010\u6b65\u63a8\u9001\u7ed9\u90e8\u5206\u7528\u6237\u3002\u7528\u6237\u53cd\u9988\u663e\u793a\uff0c\u201cShade\u201d\u8bed\u97f3\u8868\u73b0\u51fa\u66f4\u5177\u4e2a\u6027\u5316\u7684\u201c\u4e27\u201d\u4e0eEMO\u98ce\u683c\uff0c\u5448\u73b0\u51fa\u66f4\u81ea\u7136\u7684\u8bed\u8c03\u548c\u4e30\u5bcc\u60c5\u611f\u3002\u5206\u6790\u4eba\u58eb\u6307\u51fa\uff0c\u6b64\u6b21\u66f4\u65b0\u5728\u8bed\u901f\u3001\u8bed\u6c14\u548c\u573a\u666f\u9002\u5e94\u6027\u4e0a\u8fdb\u884c\u4e86\u4f18\u5316\u3002<\/p>\n\n\n\n

4\u67082\u65e5\uff0c\u4e00\u6b3e\u540d\u4e3a Quasar Alpha \u7684\u6a21\u578b\u4e0a\u7ebf OpenRouter\uff0c\u5177\u5907\u9ad8\u8fbe 100 \u4e07\u4e2a token \u7684\u4e0a\u4e0b\u6587\u5904\u7406\u80fd\u529b\uff0c\u54cd\u5e94\u901f\u5ea6\u5feb\uff0c\u6bcf\u79d2\u53ef\u5904\u7406\u7ea6 136 \u4e2a token\u3002\u7528\u6237\u6d4b\u8bd5\u53d1\u73b0\u5176\u8868\u73b0\u51fa\u8272\uff0c\u6709\u4eba\u6000\u7591\u5b83\u4e3a OpenAI \u7684\u5f00\u6e90\u6a21\u578b\uff0c\u56e0\u5176\u81ea\u79f0\u57fa\u4e8e GPT-4\u3002Quasar Alpha \u4e3a\u5168\u80fd\u578b\u6a21\u578b\uff0c\u5c24\u5176\u64c5\u957f\u7f16\u7801\u4efb\u52a1\uff0c\u652f\u6301\u591a\u6a21\u6001\u80fd\u529b\uff0c\u5e76\u5728 aider \u591a\u8bed\u8a00\u7f16\u7801\u57fa\u51c6\u4e2d\u5f97\u5206\u7ea6 55%\uff0c\u4f18\u4e8e GPT-4o\uff0c\u73b0\u5df2\u5728 OpenRouter \u514d\u8d39\u5f00\u653e\u4f7f\u7528\u3002<\/p>\n\n\n\n

Hugging Face\u63a8\u51fa\u4e86\u4e00\u9879\u65b0\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u67e5\u770b\u5176\u8ba1\u7b97\u673a\u786c\u4ef6\u652f\u6301\u8fd0\u884c\u7684AI\u6a21\u578b\u3002\u7528\u6237\u53ea\u9700\u5728\u4e2a\u4eba\u8bbe\u7f6e\u4e2d\u8f93\u5165\u786c\u4ef6\u4fe1\u606f\uff0c\u7cfb\u7edf\u5c06\u667a\u80fd\u5206\u6790\u5e76\u663e\u793a\u53ef\u8fd0\u884c\u7684\u6a21\u578b\u3002\u8fd9\u4e00\u529f\u80fd\u65e8\u5728\u7b80\u5316\u6a21\u578b\u9009\u62e9\u8fc7\u7a0b\uff0c\u4e3a\u5f00\u53d1\u8005\u548cAI\u7231\u597d\u8005\u63d0\u4f9b\u4fbf\u5229\uff0c\u63d0\u5347\u4e86\u4f7f\u7528\u4f53\u9a8c\uff0c\u5e2e\u52a9\u4ed6\u4eec\u66f4\u9ad8\u6548\u5730\u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u7684NotebookLM\u63a8\u51fa\u4e86\u65b0\u7684\u201cDiscover sources\u201d\u529f\u80fd\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u83b7\u53d6\u7f51\u7edc\u4e0a\u7684\u76f8\u5173\u4fe1\u606f\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u611f\u5174\u8da3\u7684\u4e3b\u9898\uff0c\u7cfb\u7edf\u4fbf\u4f1a\u8fc5\u901f\u627e\u5230\u76f8\u5173\u7f51\u9875\u5e76\u8fdb\u884c\u603b\u7ed3\uff0c\u7528\u6237\u53ef\u4e00\u952e\u5c06\u8fd9\u4e9b\u6765\u6e90\u6dfb\u52a0\u5230\u7b14\u8bb0\u672c\u4e2d\uff0c\u4fbf\u4e8e\u540e\u7eed\u67e5\u9605\u3002\u8fd9\u4e00\u529f\u80fd\u63d0\u9ad8\u4e86\u4fe1\u606f\u83b7\u53d6\u7684\u6548\u7387\uff0c\u4f18\u5316\u4e86\u7528\u6237\u7684\u5b66\u4e60\u548c\u7814\u7a76\u4f53\u9a8c\u3002<\/p>\n\n\n\n

4\u67083\u65e5\uff0c\u524d\u767e\u5ea6\u96c6\u56e2\u526f\u603b\u88c1\u666f\u9cb2\u521b\u7acb\u7684Genspark\u63a8\u51fa\u4e86\u5168\u65b0\u7684\u81ea\u52a8\u5316AI\u4ee3\u7406\u201cSuper Agent\u201d\uff0c\u51ed\u501f\u5176\u5f3a\u5927\u7684\u81ea\u4e3b\u601d\u8003\u548c\u4efb\u52a1\u6267\u884c\u80fd\u529b\u800c\u5907\u53d7\u77a9\u76ee\u3002\u8be5\u7cfb\u7edf\u91c7\u7528\u521b\u65b0\u7684\u591a\u667a\u80fd\u4f53\u6df7\u5408\u8bbe\u8ba1\uff0c\u80fd\u591f\u9ad8\u6548\u5904\u7406\u4ece\u65e5\u5e38\u4e8b\u52a1\u5230\u590d\u6742\u7814\u7a76\u7684\u591a\u79cd\u4efb\u52a1\uff0c\u5c55\u73b0\u51fa\u5de8\u5927\u6f5c\u529b\u3002\u5c3d\u7ba1\u5176\u5b9e\u7528\u6027\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u4f46\u4ecd\u9700\u5173\u6ce8\u7cfb\u7edf\u900f\u660e\u5ea6\u548c\u6570\u636e\u9690\u79c1\u7b49\u95ee\u9898\uff0c\u4ee5\u786e\u4fdd\u5b89\u5168\u6027\u548c\u7528\u6237\u4fe1\u4efb\u3002<\/p>\n\n\n\n

4\u67083\u65e5\uff0cMidjourney\u6b63\u5f0f\u542f\u52a8\u5176\u5907\u53d7\u671f\u5f85\u7684V7\u56fe\u50cf\u6a21\u578b\u7684Alpha\u6d4b\u8bd5\uff0c\u6807\u5fd7\u7740AI\u56fe\u50cf\u751f\u6210\u6280\u672f\u7684\u4e00\u6b21\u91cd\u5927\u8fdb\u6b65\u3002\u521b\u59cb\u4eba\u5927\u536b\u00b7\u970d\u5c14\u8328\u79f0\u8be5\u6a21\u578b\u4e3a\u201c\u8fc4\u4eca\u4e3a\u6b62\u6700\u667a\u80fd\u3001\u6700\u7f8e\u89c2\u3001\u6700\u8fde\u8d2f\u7684\u7248\u672c\u201d\uff0c\u5e76\u627f\u8bfa\u672a\u6765\u4e24\u4e2a\u6708\u6bcf\u9694\u4e00\u5230\u4e24\u5468\u63a8\u51fa\u66f4\u65b0\u3002V7\u5f15\u5165\u4e86\u8349\u7a3f\u6a21\u5f0f\uff0c\u63d0\u5347\u6e32\u67d3\u901f\u5ea6\u548c\u964d\u4f4e\u6210\u672c\uff0c\u540c\u65f6\u5b9e\u73b0\u4e86\u66f4\u9ad8\u7684\u56fe\u50cf\u8d28\u91cf\u548c\u4e2a\u6027\u5316\u529f\u80fd\uff0c\u8fd9\u4e9b\u7279\u6027\u4e3a\u521b\u610f\u5de5\u4f5c\u8005\u63d0\u4f9b\u4e86\u66f4\u9ad8\u6548\u7684\u5de5\u5177\u3002Midjourney\u4e5f\u5728\u6269\u5c55\u5176\u6280\u672f\u91ce\u5fc3\uff0c\u8ba1\u5212\u5f00\u53d1\u89c6\u9891\u548c3D\u5bf9\u8c61\u751f\u6210\u6a21\u578b\u3002<\/p>\n\n\n\n

\u52a0\u5dde\u5927\u5b66\u5723\u5730\u4e9a\u54e5\u5206\u6821\u7684\u4e00\u9879\u7814\u7a76\u663e\u793a\uff0cOpenAI\u7684GPT-4.5\u5728\u56fe\u7075\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\uff0c73%\u7684\u65f6\u95f4\u88ab\u5224\u5b9a\u4e3a\u4eba\u7c7b\u3002\u8fd9\u9879\u6d4b\u8bd5\u901a\u8fc7\u8ba9\u53c2\u4e0e\u8005\u540c\u65f6\u4e0e\u4e00\u540d\u4eba\u7c7b\u548c\u4e00\u4e2aAI\u8fdb\u884c5\u5206\u949f\u5bf9\u8bdd\uff0c\u7136\u540e\u5224\u65ad\u54ea\u4e00\u65b9\u662f\u4eba\u7c7b\u3002GPT-4.5\u7684\u8868\u73b0\u663e\u8457\u4f18\u4e8e\u5176\u4ed6AI\u7cfb\u7edf\u548c\u771f\u5b9e\u4eba\u7c7b\uff0c\u9996\u6b21\u63d0\u4f9b\u4e86\u5b9e\u9a8c\u8bc1\u636e\u8bc1\u660e\u67d0\u4e2a\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u80fd\u591f\u901a\u8fc7\u6807\u51c6\u4e09\u65b9\u56fe\u7075\u6d4b\u8bd5\u3002\u8fd9\u4e00\u7a81\u7834\u5f15\u53d1\u4e86\u5173\u4e8eAI\u672a\u6765\u548c\u5176\u5bf9\u4eba\u7c7b\u793e\u4f1a\u5f71\u54cd\u7684\u5e7f\u6cdb\u8ba8\u8bba\u3002<\/p>\n\n\n\n

MiniMax Audio\u63a8\u51fa\u4e24\u6b3e\u65b0\u8bed\u97f3\u6a21\u578b\u2014\u2014speech-02-turbo\u548cspeech-02-hd\uff0c\u652f\u6301\u58f0\u97f3\u514b\u9686\u53ca18\u79cd\u8bed\u8a00\uff0c\u5305\u62ec\u4e2d\u6587\u3001\u82f1\u8bed\u3001\u7ca4\u8bed\u3001\u65e5\u8bed\u7b49\u3002\u7528\u6237\u8fd8\u53ef\u4ee5\u9009\u62e97\u79cd\u60c5\u7eea\u6a21\u5f0f\uff1a\u5f00\u5fc3\u3001\u96be\u8fc7\u3001\u751f\u6c14\u3001\u5bb3\u6015\u3001\u538c\u6076\u3001\u60ca\u8bb6\u548c\u4e2d\u7acb\u3002\u4ece\u667a\u80fd\u52a9\u624b\u5230\u6709\u58f0\u8bfb\u7269\uff0c\u518d\u5230\u5728\u7ebf\u8bfe\u5802\u548c\u7535\u5f71\u914d\u97f3\uff0cMiniMax Audio\u7684\u5e94\u7528\u573a\u666f\u5e7f\u6cdb\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u8bed\u97f3\u4f53\u9a8c\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u5ba3\u5e03\u6d4b\u8bd5\u540d\u4e3a\u201cAI Mode\u201d\u7684\u5168\u65b0\u4eba\u5de5\u667a\u80fd\u641c\u7d22\u6a21\u5f0f\uff0c\u5141\u8bb8\u7528\u6237\u63d0\u51fa\u66f4\u590d\u6742\u7684\u591a\u90e8\u5206\u95ee\u9898\uff0c\u5e76\u80fd\u6574\u5408\u591a\u4e2a\u67e5\u8be2\u7ed3\u679c\uff0c\u63d0\u4f9b\u8fde\u8d2f\u3001\u6df1\u5165\u7684\u7b54\u6848\u3002\u4e0e\u4f20\u7edf\u5173\u952e\u8bcd\u641c\u7d22\u4e0d\u540c\uff0cAI Mode\u53ef\u5728\u540e\u53f0\u540c\u65f6\u8fd0\u884c\u591a\u4e2a\u76f8\u5173\u641c\u7d22\uff0c\u9884\u6d4b\u7528\u6237\u5174\u8da3\u70b9\uff0c\u751f\u6210\u5168\u9762\u7684\u6574\u5408\u6027\u56de\u7b54\u3002\u8be5\u529f\u80fd\u5c06\u5728\u4e3b\u641c\u7d22\u9875\u9762\u4e4b\u5916\u7684\u72ec\u7acb\u6807\u7b7e\u9875\u8fd0\u884c\uff0c\u7279\u522b\u9002\u7528\u4e8e\u5904\u7406\u590d\u6742\u67e5\u8be2\u3002<\/p>\n\n\n\n

4\u67082\u65e5\uff0c\u5b57\u8282\u5373\u68a6\u63a8\u51fa\u4e863.0\u7248\u672c\u7684AI\u7ed8\u56fe\u6a21\u578b\uff0c\u7528\u6237\u53cd\u9988\u8868\u660e\u5176\u51fa\u56fe\u8d28\u91cf\u548c\u751f\u6210\u6c49\u5b57\u7684\u80fd\u529b\u6709\u4e86\u663e\u8457\u63d0\u5347\uff0c\u5c24\u5176\u662f\u5728\u7ec6\u8282\u4e0a\uff0c\u5c0f\u5b57\u7684\u751f\u6210\u7a33\u5b9a\u6027\u5927\u5e45\u6539\u5584\u3002\u8be5\u6a21\u578b\u88ab\u8ba4\u4e3a\u662f\u76ee\u524d\u6700\u5f3a\u7684\u4e2d\u6587AI\u7ed8\u56fe\u6a21\u578b\uff0c\u80fd\u76f4\u51fa\u5546\u7528\u7ea7\u7684\u6d77\u62a5\uff0c\u51fa\u56fe\u8d28\u91cf\u548c\u751f\u6210\u6c49\u5b57\u7684\u80fd\u529b\u6548\u679c\u975e\u5e38\u597d\u3002\u6b21\u65e5\uff0c\u8c46\u5305\u5ba3\u5e03\u6587\u751f\u56fe\u80fd\u529b\u5347\u7ea7\uff0c\u5168\u9762\u642d\u8f7d\u65b0\u6a21\u578b\u3002<\/p>\n\n\n\n

4\u67086\u65e5\u51cc\u6668\uff0cMeta \u53d1\u5e03\u4e86 Llama 4 \u7cfb\u5217\u6a21\u578b\uff0c\u5305\u62ec Llama 4 Scout\u3001Llama 4 Maverick \u548c Llama 4 Behemoth\uff08\u9884\u89c8\uff09\u3002\u8fd9\u4e9b\u6a21\u578b\u91c7\u7528\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\uff0c\u5e76\u4e14\u662f\u539f\u751f\u591a\u6a21\u6001\u8bad\u7ec3\u3002\u5176\u4e2d\uff0cLlama 4 Scout \u662f\u6027\u80fd\u6700\u5f3a\u7684\u5c0f\u5c3a\u5bf8\u6a21\u578b\uff0cLlama 4 Maverick \u662f\u540c\u7ea7\u522b\u4e2d\u6700\u4f73\u7684\u591a\u6a21\u6001\u6a21\u578b\uff0cLlama 4 Behemoth \u662f Meta \u8fc4\u4eca\u6700\u5f3a\u6a21\u578b\u3002\u8fd9\u4e9b\u6a21\u578b\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u5177\u6709\u4e1a\u754c\u9886\u5148\u7684\u591a\u6a21\u6001\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u9996\u6b21\u5c06\u4e0a\u4e0b\u6587\u957f\u5ea6\u6269\u5c55\u5230\u5343\u4e07token\u7ea7\u3002<\/p>\n\n\n\n

issue115 2025.4.7-4.13<\/strong><\/p>\n\n\n\n

4\u67087\u65e5\uff0cGemini Live\u73b0\u5df2\u5728Gemini\u5b89\u5353\u5ba2\u6237\u7aef\u4e0a\u7ebf\uff0c\u65b0\u589e\u5b9e\u65f6\u8bfb\u53d6\u5c4f\u5e55\u5185\u5bb9\u529f\u80fd\uff0c\u5e76\u80fd\u901a\u8fc7\u8bed\u97f3\u5feb\u901f\u56de\u7b54\u7528\u6237\u63d0\u95ee\u3002\u6b64\u5916\uff0cChatGPT iOS\u5ba2\u6237\u7aef\u4e5f\u5df2\u652f\u6301\u7c7b\u4f3c\u529f\u80fd\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u5f00\u542f\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u5e76\u9009\u62e9\u201c\u5171\u4eab\u5c4f\u5e55\u201d\u6765\u4f53\u9a8c\u3002\u6b64\u66f4\u65b0\u663e\u793a\u4e86\u4eba\u5de5\u667a\u80fd\u5728\u589e\u5f3a\u5b9e\u65f6\u4e92\u52a8\u4e0e\u4fe1\u606f\u83b7\u53d6\u65b9\u9762\u7684\u8fdb\u5c55\u3002<\/p>\n\n\n\n

4\u67088\u65e5\uff0cRunway\u6b63\u5f0f\u63a8\u51faGen-4 Turbo\uff0c\u89c6\u9891\u751f\u6210\u901f\u5ea6\u5927\u5e45\u63d0\u5347\u81f3\u4ec5\u970030\u79d2\u5373\u53ef\u521b\u4f5c10\u79d2\u89c6\u9891\uff0c\u6bd4\u524d\u4ee3Gen-4\u5feb5\u500d\u3002\u540c\u65f6\uff0c\u6210\u672c\u4e5f\u663e\u8457\u51cf\u5c11\u81f3Gen-4\u7684\u4e00\u534a\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u5b9e\u73b0\u9ad8\u6548\u4e14\u4f4e\u6210\u672c\u7684\u89c6\u9891\u521b\u4f5c\u3002<\/p>\n\n\n\n

ElevenLabs\u63a8\u51fa\u4e86MCP\u670d\u52a1\u5668\uff0c\u65e8\u5728\u7b80\u5316AI\u4e0e\u5176\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09\u3001\u58f0\u97f3\u514b\u9686\u7b49\u8bed\u97f3\u529f\u80fd\u7684\u63a5\u5165\u3002\u8be5\u5e73\u53f0\u4e0d\u4ec5\u652f\u6301\u5728Claude\u4e2d\u542f\u52a8\u8bed\u97f3\u4ee3\u7406\uff0c\u7528\u6237\u8fd8\u53ef\u4ee5\u5229\u7528\u5176\u6267\u884c\u5916\u62e8\u7535\u8bdd\u7b49\u4efb\u52a1\u3002<\/p>\n\n\n\n

4\u67089\u65e5\uff0c\u963f\u91cc\u4e91\u767e\u70bc\u4e0a\u7ebf\u5168\u751f\u547d\u5468\u671fMCP\u670d\u52a1\uff0c\u65e0\u9700\u7528\u6237\u7ba1\u7406\u8d44\u6e90\u3001\u5f00\u53d1\u90e8\u7f72\u3001\u5de5\u7a0b\u8fd0\u7ef4\u7b49\u5de5\u4f5c\uff0c5\u5206\u949f\u5373\u53ef\u5feb\u901f\u642d\u5efa\u4e00\u4e2a\u8fde\u63a5MCP\u670d\u52a1\u7684 Agent\uff08\u667a\u80fd\u4f53\uff09\u3002\u767e\u70bc\u5e73\u53f0\u9996\u6279\u4e0a\u7ebf\u4e86\u9ad8\u5fb7\u3001\u65e0\u5f71\u3001Fetch\u3001Notion\u7b4950\u591a\u6b3e\u963f\u91cc\u5df4\u5df4\u96c6\u56e2\u548c\u4e09\u65b9MCP\u670d\u52a1\uff0c\u8986\u76d6\u751f\u6d3b\u4fe1\u606f\u3001\u6d4f\u89c8\u5668\u3001\u4fe1\u606f\u5904\u7406\u3001\u5185\u5bb9\u751f\u6210\u7b49\u9886\u57df\uff0c\u53ef\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u7684Agent\u5e94\u7528\u5f00\u53d1\u9700\u6c42\u3002<\/p>\n\n\n\n

4\u67089\u65e5\uff0c\u82f1\u4f1f\u8fbe\u5f00\u6e90\u4e86\u4e00\u6b3e\u65b0\u6a21\u578bLlama-3.1-Nemotron-Ultra-253B-v1\uff0c\u8be5\u6a21\u578b\u57fa\u4e8eMeta\u7684Llama-3.1-405B-Instruct\u5f00\u53d1\uff0c\u62e5\u67092530\u4ebf\u4e2a\u53c2\u6570\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8be5\u6a21\u578b\u5728\u591a\u9879\u7b2c\u4e09\u65b9\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u5176\u6027\u80fd\u63a5\u8fd1\u4e8e6710\u4ebf\u53c2\u6570\u7684DeepSeek R1\uff0c\u4f46\u53c2\u6570\u91cf\u4ec5\u4e3a\u5176\u4e00\u534a\u3002\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a\uff0cLlama-3.1-Nemotron-Ultra\u5728GPQA\u3001\u6307\u4ee4\u9075\u5faa\u548c\u7f16\u7801\u4efb\u52a1\u4e2d\u5747\u4f18\u4e8eDeepSeek R1\uff0c\u4e14\u63a8\u7406\u541e\u5410\u91cf\u9ad8\u51fa4\u500d\u3002<\/p>\n\n\n\n

4\u67089\u65e5\uff0cGoogle Gemini\u7684\u201cDeep Research\u201d\u529f\u80fd\u5df2\u5347\u7ea7\u81f3Gemini 2.5 Pro\u5b9e\u9a8c\u6a21\u578b\uff0c\u63d0\u4f9b\u66f4\u5f3a\u5927\u7684\u7814\u7a76\u652f\u6301\u3002\u8be5\u529f\u80fd\u901a\u8fc7AI\u9a71\u52a8\u7684\u6df1\u5ea6\u5206\u6790\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u6574\u7406\u590d\u6742\u4fe1\u606f\u5e76\u751f\u6210\u8be6\u5c3d\u62a5\u544a\u3002\u6700\u521d\u4ec5\u9650\u8ba2\u9605\u7528\u6237\u4f7f\u7528\uff0c\u73b0\u5df2\u5411\u514d\u8d39\u7528\u6237\u5f00\u653e\uff0c\u5e76\u4e14\u6027\u80fd\u5f97\u5230\u63d0\u5347\u3002<\/p>\n\n\n\n

4\u670810\u65e5\uff0cGoogle Cloud\u4e3e\u884cNext25\u5927\u4f1a\uff0c\u53d1\u5e03\u591a\u4e2a\u66f4\u65b0\u3002Gemini 2.0 Flash 001 \u6a21\u578b\u73b0\u5df2\u5728 AI Studio \u4e0a\u7ebf\u3002\u5b83\u53d6\u4ee3\u4e86\u4e4b\u524d\u53d1\u5e03\u7684 2.0 Flash Experimental \u6a21\u578b\u3002\u65b0\u53d1\u5e03\u7684Firebase Studio\u662f\u4e00\u4e2a\u57fa\u4e8eWeb\u6d4f\u89c8\u5668\u7684AI\u7f16\u7a0b\u5de5\u5177\uff0c\u5141\u8bb8\u7528\u6237\u65e0\u9650\u8c03\u7528Gemini\u6a21\u578b\u8fdb\u884c\u201cvibe coding\u201d\u3002\u8be5\u5e73\u53f0\u63d0\u4f9b\u4e0d\u540c\u7684\u5de5\u4f5c\u533a\u9009\u9879\u6765\u6ee1\u8db3\u7528\u6237\u9700\u6c42\uff1a\u666e\u901a\u7528\u6237\u53ef\u4ee5\u4f7f\u75283\u4e2a\u5de5\u4f5c\u533a\uff0c\u800c\u52a0\u5165Google\u5f00\u53d1\u8005\u8ba1\u5212\u7684\u514d\u8d39\u7528\u6237\u5219\u53ef\u83b7\u5f9710\u4e2a\u5de5\u4f5c\u533a\uff0c\u6210\u4e3aGoogle\u5f00\u53d1\u8005Premium\u8ba1\u5212\u7684\u7528\u6237\u5219\u53ef\u4eab\u53d730\u4e2a\u5de5\u4f5c\u533a\u3002<\/p>\n\n\n\n

\u8c37\u6b4c\u63a8\u51fa\u65b0\u7684Agent 2 Agent\uff08A2A\uff09\u534f\u8bae\uff0c\u7528\u4e8e\u5b9e\u73b0Agent\u4e4b\u95f4\u7684\u65e0\u7f1d\u534f\u4f5c\u3002A2A\u534f\u8bae\u76f8\u6bd4Anthropic\u7684\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff08MCP\uff09\u66f4\u4fa7\u91cd\u4e8e\u8ba9\u5ba2\u6237\u7aefAgent\u4e0e\u8fdc\u7a0bAgent\u8fdb\u884c\u8054\u52a8\uff0c\u5b9e\u73b0\u4efb\u52a1\u7684\u5236\u5b9a\u3001\u4f20\u8fbe\u548c\u6267\u884c\u3002A2A\u534f\u8bae\u5141\u8bb8Agent\u4e4b\u95f4\u4e92\u76f8\u53d1\u9001\u6d88\u606f\uff0c\u4f20\u8fbe\u4e0a\u4e0b\u6587\u4fe1\u606f\u548c\u56de\u590d\uff0c\u8fde\u63a5\u53ef\u4ee5\u6301\u7eed\u4fdd\u6301\u76f4\u5230\u4efb\u52a1\u5b8c\u6210\u3002<\/p>\n\n\n\n

Google\u63a8\u51faVeo 2 API\uff0c\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u901a\u8fc7Gemini API\u8bbf\u95ee\u8fd9\u4e00\u65b0\u5de5\u5177\u3002Veo 2\u652f\u6301\u591a\u79cd\u529f\u80fd\uff0c\u5305\u62ec\u5c06\u6587\u672c\u8f6c\u5316\u4e3a\u89c6\u9891\u3001\u5c06\u56fe\u7247\u8f6c\u5316\u4e3a\u89c6\u9891\u53ca\u901a\u8fc7\u591a\u6a21\u6001\u63d0\u793a\uff08\u6587\u5b57\u3001\u56fe\u50cf\u548c\u98ce\u683c\u63cf\u8ff0\uff09\u751f\u6210\u9ad8\u8d28\u91cf\u77ed\u89c6\u9891\u3002\u8d39\u7528\u65b9\u9762\uff0c\u6bcf\u79d2\u949f\u7684\u751f\u6210\u8d39\u7528\u4e3a0.35\u7f8e\u5143\uff0c\u89c6\u9891\u65f6\u957f\u901a\u5e38\u57285\u52308\u79d2\u4e4b\u95f4\uff0c\u56e0\u6b64\u6bcf\u6b21\u8c03\u7528\u7684\u8d39\u7528\u4ecb\u4e8e1.75\u7f8e\u5143\u81f32.80\u7f8e\u5143\u4e4b\u95f4\uff0c\u5e76\u652f\u6301\u6bcf\u6b21\u751f\u6210\u6700\u591a2\u4e2a\u89c6\u9891\u7248\u672c\u3002<\/p>\n\n\n\n

Google\u540c\u6b65\u63a8\u51faChirp 3\uff0c\u8fd9\u662f\u5176\u97f3\u9891\u7406\u89e3\u4e0e\u751f\u6210\u6a21\u578b\u7684\u6700\u65b0\u7248\u672c\uff0c\u73b0\u5df2\u66f4\u65b0\u81f3Vertex AI\u3002Chirp 3\u652f\u6301\u8d85\u8fc735\u79cd\u8bed\u8a00\uff08\u5305\u62ec\u4e2d\u6587\uff09\uff0c\u5e76\u63d0\u4f9b\u516b\u79cd\u97f3\u8272\u9009\u9879\u3002\u7528\u6237\u53ea\u9700\u63d0\u4f9b10\u79d2\u7684\u8bed\u97f3\u6837\u672c\uff0c\u5373\u53ef\u751f\u6210\u903c\u771f\u7684\u81ea\u5b9a\u4e49\u8bed\u97f3\u3002\u5c3d\u7ba1\u5f53\u524d\u4ec5\u80fd\u901a\u8fc7API\u8c03\u7528\uff0c\u4f46\u8fd9\u4e00\u7279\u6027\u5141\u8bb8\u7528\u6237\u5229\u7528\u6e38\u620f\u3001\u52a8\u6f2b\u89d2\u8272\u7684\u97f3\u9891\uff0c\u521b\u9020\u4e2a\u6027\u5316\u7684\u865a\u62df\u4eba\u8bed\u97f3\u3002\u4e1a\u754c\u5bf9\u8fd9\u4e00\u6280\u672f\u7684\u6f5c\u5728\u5e94\u7528\u524d\u666f\u8868\u793a\u671f\u5f85\uff0c\u540c\u65f6\u547c\u5401Google\u52a0\u5f3a\u76f8\u5173\u7684\u5b89\u5168\u63aa\u65bd\uff0c\u4ee5\u9632\u6b62\u4e0d\u5f53\u4f7f\u7528\u3002<\/p>\n\n\n\n

Anthropic\u63a8\u51faClaude Max\u8ba2\u9605\u8ba1\u5212\uff0c\u5206\u4e3a\u6bcf\u6708100\u7f8e\u5143\u548c200\u7f8e\u5143\u4e24\u4e2a\u7248\u672c\uff0c\u901f\u7387\u9650\u5236\u5206\u522b\u4e3aClaude Pro\u76845\u500d\u548c20\u500d\u3002\u8fd9\u4e00\u8ba1\u5212\u88ab\u89c6\u4e3a\u5bf9OpenAI ChatGPT Pro\u7684\u7ade\u4e89\uff0c\u65e8\u5728\u4e3a\u9ad8\u7aef\u7528\u6237\u63d0\u4f9b\u66f4\u591a\u529f\u80fd\u548c\u4f18\u5148\u6743\u3002\u540c\u65f6\uff0cAnthropic\u4e5f\u5728\u63a2\u7d22\u6559\u80b2\u7b49\u65b0\u9886\u57df\u7684\u6536\u5165\u6e20\u9053\uff0c\u5e76\u4e0d\u6392\u9664\u672a\u6765\u63a8\u51fa\u66f4\u9ad8\u7aef\u8ba2\u9605\u8ba1\u5212\u7684\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n

\u5546\u6c64\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u201c\u65e5\u65e5\u65b0SenseNova V6\u201d\uff0c\u65e8\u5728\u8d4b\u4e88\u4eba\u5f62\u673a\u5668\u4eba\u66f4\u9ad8\u7684\u667a\u80fd\uff0c\u5b9e\u73b0\u201c\u771f\u542c\u3001\u771f\u770b\u3001\u771f\u601d\u8003\u201d\u3002\u8be5\u5177\u8eab\u667a\u80fd\u6a21\u578b\u5177\u59076000\u4ebf\u53c2\u6570\uff0c\u652f\u6301\u957f\u8fbe64K\u7684\u601d\u7ef4\u94fe\u3001\u591a\u6a21\u6001\u6df1\u5ea6\u63a8\u7406\u53ca10\u5206\u949f\u89c6\u9891\u7406\u89e3\uff0c\u63d0\u5347\u4e86\u673a\u5668\u4eba\u5728\u4e92\u52a8\u53ca\u611f\u77e5\u4e0a\u7684\u80fd\u529b\u3002\u65b0\u4e00\u4ee3\u7684\u4eba\u5f62\u673a\u5668\u4eba\u5982GRx\u548c\u201c\u98de\u71d5\u201d\u80fd\u4e3b\u52a8\u4e0e\u4eba\u4ea4\u6d41\uff0c\u5206\u6790\u73af\u5883\uff0c\u751a\u81f3\u63d0\u4f9b\u4e2a\u6027\u5316\u5efa\u8bae\u3002\u6b64\u5916\uff0c\u5546\u6c64\u8fd8\u63a8\u51fa\u4e86\u5347\u7ea7\u7684SenseCore 2.0\uff0c\u5f3a\u8c03\u5c06AI\u6280\u672f\u5e94\u7528\u4e8e\u65e5\u5e38\u751f\u6d3b\u3002<\/p>\n\n\n\n

The Browser Company\u63a8\u51fa\u4e86\u5168\u65b0AI\u6d4f\u89c8\u5668Dia\uff0c\u73b0\u6b63\u8fdb\u884c\u9080\u8bf7\u7801\u5236\u516c\u6d4b\u3002Dia\u6d4f\u89c8\u5668\u4fa7\u91cd\u4e8eAI\u9a71\u52a8\u7684\u539f\u751f\u6d4f\u89c8\u4f53\u9a8c\uff0c\u5176\u641c\u7d22\u6846\u652f\u6301\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\uff0c\u5e76\u80fd\u591f\u8f7b\u677e\u6dfb\u52a0\u7f51\u9875\u94fe\u63a5\u3002\u6b64\u5916\uff0cDia\u5177\u5907\u9ad8\u6548\u7684\u6587\u6863\u5904\u7406\u80fd\u529b\uff0c\u80fd\u591f\u5728\u9650\u5236\u4e3a100MB\u7684\u60c5\u51b5\u4e0b\uff0c\u6e05\u6670\u603b\u7ed3\u957f\u8fbe10\u4e07\u5b57\u7684\u6587\u6863\u3002<\/p>\n\n\n\n

4\u670811\u65e5\uff0cChatGPT\u63a8\u51fa\u4e86\u8bb0\u5fc6\u529f\u80fd\u7684\u5347\u7ea7\uff0c\u4f7f\u5176\u80fd\u591f\u53c2\u8003\u7528\u6237\u8fc7\u5f80\u6240\u6709\u7684\u5386\u53f2\u804a\u5929\u8bb0\u5f55\uff0c\u63d0\u4f9b\u66f4\u4e2a\u6027\u5316\u7684\u56de\u5e94\u3002\u65b0\u529f\u80fd\u5141\u8bb8AI\u6839\u636e\u7528\u6237\u7684\u504f\u597d\u548c\u5174\u8da3\uff0c\u63d0\u4f9b\u66f4\u8d34\u5fc3\u548c\u5b9e\u7528\u7684\u5e2e\u52a9\uff0c\u65e0\u8bba\u662f\u5728\u5199\u4f5c\u3001\u54a8\u8be2\u8fd8\u662f\u5b66\u4e60\u65b9\u9762\u3002\u5347\u7ea7\u540e\u7684ChatGPT\u4e0d\u4ec5\u80fd\u5f15\u7528\u8fc7\u53bb\u7684\u5bf9\u8bdd\u5185\u5bb9\uff0c\u8fd8\u80fd\u66f4\u6d41\u7545\u5730\u8fdb\u884c\u4e92\u52a8\uff0c\u7b26\u5408\u7528\u6237\u7684\u4e2a\u6027\u4e0e\u98ce\u683c\u3002\u6b64\u5916\uff0c\u7528\u6237\u53ef\u4ee5\u8c03\u6574AI\u7684\u7406\u89e3\uff0c\u6216\u9009\u62e9\u4e34\u65f6\u5bf9\u8bdd\u6a21\u5f0f\u4ee5\u907f\u514d\u5f71\u54cd\u8bb0\u5fc6\u529f\u80fd\u3002\u8be5\u5347\u7ea7\u5c06\u9010\u6b65\u63a8\u9001\u7ed9\u6240\u6709Plus\u548cPro\u7528\u6237\u3002<\/p>\n\n\n\n

issue116 2025.4.14-4.20<\/strong><\/p>\n\n\n\n

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4\u670815\u65e5\uff0c\u9a6c\u65af\u514b\u65d7\u4e0bxAI\u6b63\u5f0f\u53d1\u5e03Grok Studio\u7684\u9996\u4e2a\u7248\u672c\uff0c\u65b0\u589e\u4ee3\u7801\u6267\u884c\u529f\u80fd\u4e0eGoogle\u4e91\u7aef\u786c\u76d8\u652f\u6301\u3002Grok\u73b0\u5df2\u652f\u6301\u751f\u6210\u6587\u6863\u3001\u4ee3\u7801\u3001\u62a5\u544a\u53ca\u7f51\u9875\u6e38\u620f\u3002Grok Studio\u4f1a\u5c06\u7528\u6237\u7684\u5185\u5bb9\u5728\u72ec\u7acb\u7a97\u53e3\u6253\u5f00\uff0c\u8ba9\u7528\u6237\u548cGrok\u53ef\u4ee5\u5171\u540c\u534f\u4f5c\u5904\u7406\u5185\u5bb9\u3002<\/p>\n\n\n\n

4\u670816\u65e5\uff0cAnthropic\u63a8\u51faClaude\u7684\u91cd\u5927\u66f4\u65b0\uff0c\u65b0\u589e\u201cResearch\u201d\u529f\u80fd\u5e76\u5b9e\u73b0\u4e0eGoogle Workspace\u7684\u6df1\u5ea6\u96c6\u6210\u3002\u8fd9\u4e00\u65b0\u529f\u80fd\u4f7fClaude\u80fd\u591f\u4e3b\u52a8\u8fdb\u884c\u591a\u8f6e\u641c\u7d22\uff0c\u4ece\u800c\u5feb\u901f\u68c0\u7d22\u7f51\u7edc\u53ca\u5185\u90e8\u6587\u4ef6\uff0c\u7cbe\u51c6\u56de\u7b54\u590d\u6742\u95ee\u9898\uff0c\u6781\u5927\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002\u4e0eChatGPT\u7684Deep Research\u7c7b\u4f3c\uff0cClaude\u7684Research\u529f\u80fd\u4e5f\u53ef\u4ee5\u591a\u89d2\u5ea6\u6df1\u5165\u63a2\u8ba8\u95ee\u9898\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u7cfb\u7edf\u6027\u7684\u7b54\u6848\u3002<\/p>\n\n\n\n

4\u670816\u65e5\uff0cTrae\u56fd\u9645\u7248\u5ba3\u5e03\u65b0\u589eGemini 2.5 Pro\u548cGPT-4.1\u6a21\u578b\uff0c\u5747\u514d\u8d39\u63d0\u4f9b\uff0c\u63d0\u5347\u4e86\u7528\u6237\u7684AI\u7f16\u7a0b\u4f53\u9a8c\u3002<\/p>\n\n\n\n

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\u817e\u8baf\u63a8\u51fa\u7684AI\u52a9\u624b\u201c\u5143\u5b9d\u201d\u73b0\u53ef\u6dfb\u52a0\u4e3a\u5fae\u4fe1\u597d\u53cb\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4e0e\u5176\u5bf9\u8bdd\uff0c\u5e76\u53d1\u9001\u94fe\u63a5\u548c\u6587\u4ef6\uff0c\u751a\u81f3\u652f\u6301\u7f6e\u9876\u529f\u80fd\u3002\u5143\u5b9d\u57fa\u4e8e\u6df7\u5143\u548cDeepSeek\u53cc\u6a21\u5f15\u64ce\uff0c\u80fd\u591f\u4e00\u952e\u89e3\u6790\u516c\u4f17\u53f7\u6587\u7ae0\u53ca\u4efb\u4f55\u56fe\u7247\u548c\u6587\u6863\uff0c\u63d0\u4f9b\u8be6\u7ec6\u89e3\u8bfb\u548c\u77ed\u8bc4\u3002<\/p>\n\n\n\n

4\u670817\u65e5\uff0cOpenAI\u6b63\u5f0f\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u7684\u63a8\u7406\u6a21\u578b\u2014\u2014o3\u548co4-mini\u3002\u8fd9\u4e9b\u6a21\u578b\u663e\u8457\u4f18\u4e8e\u7b2c\u4e00\u4ee3o1\u6a21\u578b\uff0c\u5c24\u5176\u5728\u89e3\u51b3\u590d\u6742\u95ee\u9898\u548cAgent\u80fd\u529b\u65b9\u9762\u3002o3\u6a21\u578b\u9996\u6b21\u652f\u6301\u5728\u601d\u7ef4\u94fe\u4e2d\u4f7f\u7528\u56fe\u50cf\u8fdb\u884c\u63a8\u7406\uff0c\u5e76\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u81ea\u4e3b\u8c03\u7528\u5de5\u5177\u80fd\u529b\uff0c\u66fe\u8fde\u7eed\u8c03\u7528\u7ea6600\u6b21\u5de5\u5177\u4ee5\u89e3\u51b3\u96be\u9898\u3002\u540c\u65f6\uff0c\u5b83\u5168\u9762\u652f\u6301\u7f51\u9875\u641c\u7d22\u3001\u6587\u4ef6\u5206\u6790\u3001Python\u4ee3\u7801\u6267\u884c\u548c\u56fe\u50cf\u751f\u6210\u7b49\u529f\u80fd\uff0c\u4e14\u5728\u6210\u672c\u6548\u7387\u4e0a\u4f18\u4e8e\u524d\u4ee3\u4ea7\u54c1\u3002o3\u73b0\u5df2\u5728\u6a21\u578b\u9009\u62e9\u5668\u4e0a\u53d6\u4ee3o1\uff0cChatGPT Plus\u3001Pro\u548cTeam\u7528\u6237\u7acb\u5373\u53ef\u7528\uff0c\u4f01\u4e1a\u548c\u6559\u80b2\u7528\u6237\u5c06\u5728\u4e00\u5468\u540e\u83b7\u5f97\u8bbf\u95ee\u6743\u9650\uff0co3-pro\u9884\u8ba1\u6570\u5468\u5185\u53d1\u5e03\u3002<\/p>\n\n\n\n

4\u670817\u65e5\uff0cOpenAI\u53d1\u5e03\u4e86\u8f7b\u91cf\u7ea7\u7f16\u7801\u667a\u80fd\u4f53Codex CLI\uff0c\u8be5\u5de5\u5177\u73b0\u5df2\u5728GitHub\u5f00\u6e90\u3002Codex CLI\u65e8\u5728\u589e\u5f3ao3\u548co4-mini\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\uff0c\u5e76\u5373\u5c06\u652f\u6301GPT-4.1\u7b49\u8ffd\u52a0API\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u8fdb\u884c\u591a\u6a21\u6001\u63a8\u7406\uff0c\u63a5\u53d7\u622a\u56fe\u6216\u8349\u56fe\uff0c\u540c\u65f6\u8bbf\u95ee\u672c\u5730\u4ee3\u7801\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86ChatGPT\u7ea7\u522b\u7684\u63a8\u7406\u80fd\u529b\u3002\u5b83\u5177\u5907\u96f6\u914d\u7f6e\u529f\u80fd\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528OpenAI API\u5bc6\u94a5\uff0c\u5e76\u901a\u8fc7\u7f51\u7edc\u7981\u7528\u548c\u76ee\u5f55\u6c99\u7bb1\u5316\u786e\u4fdd\u5b89\u5168\u3002Codex CLI\u517c\u5bb9macOS\u3001Ubuntu\u548cWindows\u7684WSL2\uff0c\u6700\u4f4e\u8981\u6c424GB\u5185\u5b58\uff0c\u5efa\u8bae\u4f7f\u75288GB\u3002<\/p>\n\n\n\n

4\u670817\u65e5\uff0c\u706b\u5c71\u5f15\u64ce\u4e3e\u529e\u6d3b\u52a8\uff0c\u53d1\u5e03\u8c46\u53051.5\u6df1\u5ea6\u601d\u8003\u6a21\u578b\u3001\u8c46\u5305\u00b7\u6587\u751f\u56fe\u6a21\u578b3.0\u3001\u8c46\u5305\u00b7\u89c6\u89c9\u7406\u89e3\u6a21\u578b\u5347\u7ea7\u7248\u7b49\uff0c\u5e76\u63a8\u51faOSAgent\u89e3\u51b3\u65b9\u6848\u53caAI\u4e91\u539f\u751f\u63a8\u7406\u5957\u4ef6\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u5feb\u3001\u66f4\u7701\u5730\u6784\u5efa\u548c\u90e8\u7f72Agent\u5e94\u7528\u3002\u8c46\u53051.5\u6df1\u5ea6\u601d\u8003\u6a21\u578b\u603b\u53c2\u6570\u8fbe\u5230200B\uff0c\u4f46\u6fc0\u6d3b\u53c2\u6570\u4ec5\u4e3a20B\uff0c\u517c\u5177\u6027\u80fd\u4e0e\u6548\u7387\u3002\u5728\u6570\u5b66\u63a8\u7406 AIME 2024 \u6d4b\u8bd5\u5f97\u5206\u4e2d\uff0c\u8be5\u6a21\u578b\u8ffd\u5e73OpenAI o3-mini-high\uff0c\u7f16\u7a0b\u7ade\u8d5b\u548c\u79d1\u5b66\u63a8\u7406\u6d4b\u8bd5\u6210\u7ee9\u4e5f\u63a5\u8fd1 o1\u3002<\/p>\n\n\n\n

4\u670818\u65e5\u51cc\u6668\uff0cGoogle \u6b63\u5f0f\u63a8\u51fa Gemini 2.5 Flash \u9884\u89c8\u7248\u5927\u6a21\u578b\uff0c\u57fa\u4e8e Gemini 2.0 Flash \u6253\u9020\uff0c\u5176\u5728\u63a8\u7406\u80fd\u529b\u65b9\u9762\u8fdb\u884c\u4e86\u8f83\u5927\u5347\u7ea7\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u901f\u5ea6\u548c\u6210\u672c\u7684\u4f18\u52bf\u3002\u636e Gemini \u4ea7\u54c1\u7ecf\u7406 Tulsee Doshi \u8868\u793a\uff0cGemini 2.5 Flash \u4e0e 2.5 Pro \u4e00\u6837\uff0c\u652f\u6301\u52a8\u6001\u601d\u8003\uff1a\u6839\u636e\u8f93\u5165\u7684\u590d\u6742\u7a0b\u5ea6\u81ea\u52a8\u8c03\u6574\u751f\u6210\u7684\u5de5\u4f5c\u91cf\u3002\u5728 2.5 Flash \u4e0a\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63a7\u5236\u6a21\u578b\u601d\u8003\u3002\u53e6\u5916\uff0cGoogle \u5c06\u4f18\u5316\u6027\u80fd\uff0c\u8ba1\u5212\u63a8\u51fa\u6b63\u5f0f\u7248\uff0c\u6216\u652f\u6301\u66f4\u957f\u4e0a\u4e0b\u6587\uff08200 \u4e07 Tokens\uff09\u548c\u66f4\u4f4e\u5ef6\u8fdf\u3002<\/p>\n\n\n\n

4\u670818\u65e5\uff0c\u6263\u5b50\u7a7a\u95f4\uff08Coze Space\uff09\u542f\u52a8\u5185\u6d4b\uff0c\u65e8\u5728\u6210\u4e3a\u7528\u6237\u4e0eAI Agent\u534f\u540c\u529e\u516c\u7684\u7406\u60f3\u5e73\u53f0\u3002\u5b83\u63d0\u4f9b\u591a\u9879\u529f\u80fd\uff0c\u5305\u62ec\u81ea\u52a8\u9700\u6c42\u5206\u6790\u548c\u4efb\u52a1\u62c6\u89e3\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u9ad8\u6548\u5b8c\u6210\u5de5\u4f5c\u3002\u5e73\u53f0\u652f\u6301\u81ea\u4e3b\u8c03\u7528\u5de5\u5177\uff0c\u751f\u6210\u7f51\u9875\u3001PPT\u3001\u98de\u4e66\u6587\u6863\u7b49\u7ed3\u679c\u62a5\u544a\u3002\u4e13\u5bb6Agent\u751f\u6001\u63d0\u4f9b\u4e13\u4e1a\u5316\u670d\u52a1\uff0c\u5982\u534e\u6cf0A\u80a1\u89c2\u5bdf\u52a9\u624b\u548c\u7528\u6237\u7814\u7a76\u4e13\u5bb6\uff0c\u80fd\u6709\u6548\u652f\u6301\u5404\u7c7b\u9879\u76ee\u3002\u540c\u65f6\uff0c\u63a2\u7d22\u6a21\u5f0f\u548c\u89c4\u5212\u6a21\u5f0f\u5e2e\u52a9\u7528\u6237\u6839\u636e\u4efb\u52a1\u590d\u6742\u6027\u4f18\u5316\u534f\u4f5c\u65b9\u5f0f\uff0c\u6b64\u5916\uff0cMCP\u6269\u5c55\u96c6\u6210\u529f\u80fd\u53ef\u8fdb\u4e00\u6b65\u62d3\u5c55Agent\u7684\u80fd\u529b\uff0c\u652f\u6301\u591a\u79cd\u5de5\u5177\u4f7f\u7528\uff0c\u63d0\u5347\u529e\u516c\u6548\u7387\u3002<\/p>\n\n\n\n

\u963f\u91cc\u901a\u4e49\u4e07\u76f8\u5f00\u6e90\u4e86\u4e1a\u754c\u9996\u4e2a\u201c\u9996\u5c3e\u5e27\u751f\u89c6\u9891\u6a21\u578b\u201d\uff0c\u53c2\u6570\u91cf\u8fbe\u523014B\u3002\u8be5\u6a21\u578b\u80fd\u591f\u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u5f00\u59cb\u548c\u7ed3\u675f\u56fe\u7247\u751f\u6210720p\u9ad8\u6e05\u7684\u89c6\u9891\uff0c\u5b9e\u73b0\u9996\u5c3e\u753b\u9762\u7684\u65e0\u7f1d\u8854\u63a5\uff0c\u6ee1\u8db3\u7528\u6237\u5bf9\u89c6\u9891\u751f\u6210\u7684\u66f4\u9ad8\u63a7\u5236\u548c\u5b9a\u5236\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n

issue117 2025.4.21-4.27<\/strong><\/p>\n\n\n\n

4\u670822\u65e5\uff0cFellou AI\u63a8\u51fa\u4e86\u5168\u7403\u9996\u4e2aAgentic\uff08\u884c\u52a8\u578b\uff09\u6d4f\u89c8\u5668Fellou\uff0c\u5b83\u6574\u5408\u4e86\u4f20\u7edf\u6d4f\u89c8\u5668\u7684\u4fe1\u606f\u6d4f\u89c8\u529f\u80fd\u4e0eAI\u667a\u80fd\u4f53\uff0c\u65e8\u5728\u81ea\u52a8\u5316\u590d\u6742\u4efb\u52a1\uff0c\u63d0\u5347\u7528\u6237\u751f\u4ea7\u529b\u3002\u7528\u6237\u53ef\u4ee5\u4f7f\u7528Fellou\u901a\u8fc7\u7b80\u5355\u7684\u8bed\u53e5\u81ea\u52a8\u586b\u5145\u8868\u5355\u3001\u7ba1\u7406\u6807\u7b7e\u9875\u4ee5\u53ca\u8de8\u7f51\u7ad9\u6267\u884c\u7e41\u7410\u64cd\u4f5c\uff0c\u6781\u5927\u5730\u7b80\u5316\u4e86\u5de5\u4f5c\u6d41\u7a0b\u3002\u8be5\u6d4f\u89c8\u5668\u91c7\u7528\u57fa\u4e8e\u667a\u80fd\u4ee3\u7406\u67b6\u6784\u7684\u65b0\u578b\u6a21\u5f0f\uff0c\u5f70\u663e\u4e86\u6d4f\u89c8\u5668\u7684\u8fdb\u4e00\u6b65\u667a\u80fd\u5316\u8d8b\u52bf\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u52a0\u9ad8\u6548\u7684\u6df1\u5ea6\u641c\u7d22\u4e0e\u81ea\u52a8\u5316\u4f53\u9a8c\u3002<\/p>\n\n\n\n

4\u670822\u65e5\uff0cTrae\u53d1\u5e03\u65b0\u7248\u672c\u65b0\u589e\u56db\u9879\u529f\u80fd\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002\u9996\u5148\uff0c\u667a\u80fd\u4f53\u521b\u5efa\u529f\u80fd\u5141\u8bb8\u7528\u6237\u57fa\u4e8e\u63d0\u793a\u8bcd\u548cMCP\u5de5\u5177\u81ea\u5b9a\u4e49\u667a\u80fd\u4f53\uff0c\u4f7f\u7528\u65f6\u53ea\u9700@\u5373\u53ef\uff0c\u65e0\u9700\u91cd\u590d\u8f93\u5165\u590d\u6742\u6307\u4ee4\u3002\u5176\u6b21\uff0c\u667a\u80fd\u5de5\u5177\uff08MCP\uff09\u652f\u6301\u5185\u7f6e\u5e38\u7528\u5de5\u5177\uff0c\u4f7f\u70b9\u51fb\u5373\u53ef\u4f7f\u7528\u66f4\u52a0\u4fbf\u6377\u3002\u6b64\u5916\uff0cTrae\u589e\u5f3a\u4e86\u8054\u7f51\u641c\u7d22\u53ca\u6587\u6863\u96c6\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\uff0c\u5e2e\u52a9AI\u5728\u5904\u7406\u590d\u6742\u7f16\u7801\u6846\u67b6\u65f6\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u641c\u7d22\u7ed3\u679c\u3002\u6700\u540e\uff0c\u4e2a\u4eba\u548c\u9879\u76ee\u89c4\u5219\u914d\u7f6e\u529f\u80fd\u7684\u5f15\u5165\uff0c\u4f7f\u5f97\u7528\u6237\u65e0\u9700\u53cd\u590d\u5f3a\u8c03\u57fa\u7840\u7f16\u7801\u8981\u6c42\uff0c\u8fdb\u4e00\u6b65\u63d0\u9ad8\u4e86\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n

4\u670822\u65e5\uff0cAI\u89c6\u9891\u751f\u6210\u521d\u521b\u516c\u53f8\u751f\u6570\u79d1\u6280\u63a8\u51fa\u4e86\u5168\u65b0\u7684Vidu Q1\u89c6\u9891\u5927\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5728\u591a\u4e2a\u6743\u5a01\u7684\u6587\u751f\u89c6\u9891\u548c\u56fe\u751f\u89c6\u9891\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8363\u767b\u699c\u9996\u3002Vidu Q1\u652f\u6301\u751f\u62101080p\u5206\u8fa8\u7387\u30015\u79d2\u957f\u5ea6\u7684\u89c6\u9891\uff0c\u6548\u679c\u6e05\u6670\u7a33\u5b9a\uff0c\u73b0\u5df2\u5728\u7f51\u9875\u7aef\u548c\u624b\u673a\u7aef\u53d1\u5e03\u3002\u4e0e\u524d\u4e00\u7248\u672c\u76f8\u6bd4\uff0cVidu Q1\u5728\u8bed\u4e49\u7406\u89e3\u3001\u753b\u8d28\u3001\u52a8\u4f5c\u548c\u7f8e\u5b66\u7b49\u65b9\u9762\u6709\u6240\u63d0\u5347\uff0c\u9996\u5c3e\u5e27\u8854\u63a5\u66f4\u52a0\u987a\u7545\uff0c\u5e76\u53ef\u901a\u8fc7\u4e0a\u4f20\u4e24\u5f20\u56fe\u7247\u751f\u6210\u81ea\u7136\u6d41\u7545\u7684\u955c\u5934\u3002\u5176\u6027\u4ef7\u6bd4\u6781\u9ad8\uff0c1080p 5\u79d2\u89c6\u9891\u7684\u6700\u4f4e\u4ef7\u683c\u4e3a1.34\u5143\uff0c\u4f4e\u81f30.3\u5143\/\u79d2\uff0c\u663e\u8457\u4f4e\u4e8e\u540c\u7c7b\u4ea7\u54c1\uff0c\u5c55\u73b0\u4e86\u5353\u8d8a\u7684\u52a8\u6001\u8868\u73b0\u80fd\u529b\u548c\u7279\u6548\u5904\u7406\u6027\u80fd\u3002<\/p>\n\n\n\n

4\u670823\u65e5\uff0cKortix-AI \u6b63\u5f0f\u53d1\u5e03\u5f00\u6e90\u901a\u7528 AI \u667a\u80fd\u4f53\u5e73\u53f0 Suna\uff0c\u5b9a\u4f4d\u4e3a\u70ed\u95e8 AI \u5de5\u5177 Manus \u7684\u5f00\u6e90\u66ff\u4ee3\u54c1\u3002Suna \u96c6\u6210\u4e86\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u3001\u6587\u4ef6\u7ba1\u7406\u3001\u7f51\u7edc\u722c\u866b\u3001\u6269\u5c55\u641c\u7d22\u3001\u547d\u4ee4\u884c\u6267\u884c\u3001\u7f51\u7ad9\u90e8\u7f72\u53ca API \u96c6\u6210\u7b49\u529f\u80fd\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u5b9e\u73b0\u590d\u6742\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u5904\u7406\u3002<\/p>\n\n\n\n

4\u670823\u65e5\uff0cVeo 2\u89c6\u9891\u751f\u6210\u6a21\u578b\u5728iOS\u7248Gemini\u5e94\u7528\u4e2d\u6b63\u5f0f\u4e0a\u7ebf\u3002\u8fd9\u4e00\u5168\u65b0\u6a21\u578b\u65e8\u5728\u63d0\u5347\u7528\u6237\u7684\u89c6\u9891\u521b\u4f5c\u4f53\u9a8c\uff0c\u51ed\u501f\u6539\u8fdb\u7684\u7b97\u6cd5\u548c\u6027\u80fd\uff0cVeo 2\u80fd\u591f\u751f\u6210\u8d28\u91cf\u66f4\u9ad8\u3001\u98ce\u683c\u66f4\u52a0\u591a\u6837\u5316\u7684\u89c6\u9891\u5185\u5bb9\u3002Gemini\u5e94\u7528\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u5229\u7528Veo 2\u7684\u529f\u80fd\uff0c\u8f7b\u677e\u521b\u5efa\u5f15\u4eba\u5165\u80dc\u7684\u89c6\u9891\u4f5c\u54c1\uff0c\u4eab\u53d7\u66f4\u6d41\u7545\u7684\u7f16\u8f91\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

4\u670823\u65e5\uff0cOpenAI Platform\u6b63\u5f0f\u4e0a\u7ebf\u4e86GPT-4o\u7684\u56fe\u7247\u751f\u6210API\uff0c\u540d\u4e3agpt-image-1\u3002\u8be5API\u5177\u6709\u4e24\u4e2a\u4e3b\u8981\u529f\u80fd\uff1a\u4e00\u662f\u201cGenerations\u201d\uff0c\u53ef\u4ee5\u6839\u636e\u6587\u672c\u63d0\u793a\u4ece\u96f6\u5f00\u59cb\u751f\u6210\u5168\u65b0\u56fe\u50cf\uff1b\u4e8c\u662f\u201cEdit\u201d\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u65b0\u7684\u63d0\u793a\u8bcd\u5bf9\u73b0\u6709\u56fe\u50cf\u8fdb\u884c\u90e8\u5206\u6216\u5168\u90e8\u4fee\u6539\u3002\u540c\u65f6\uff0cgpt-image-1\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u56fe\u50cf\u7684\u5c3a\u5bf8\u548c\u8d28\u91cf\uff0c\u5e76\u4e14\u63d0\u4f9balpha\u901a\u9053\u8f93\u51fa\uff0c\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u521b\u4f5c\u8005\u5728\u89c6\u89c9\u5185\u5bb9\u751f\u6210\u548c\u7f16\u8f91\u65b9\u9762\u7684\u7075\u6d3b\u6027\u548c\u521b\u65b0\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n

4\u670823\u65e5\uff0cxAI\u63a8\u51fa\u4e86\u5176\u65d7\u8230AI\u52a9\u624bGrok\u7684\u65b0\u529f\u80fd\u2014\u2014Grok Vision\u3002\u8be5\u529f\u80fd\u5229\u7528\u667a\u80fd\u624b\u673a\u6444\u50cf\u5934\u8fdb\u884c\u5b9e\u65f6\u89c6\u89c9\u5206\u6790\uff0c\u80fd\u591f\u8bc6\u522b\u7269\u4f53\u3001\u89e3\u8bfb\u6587\u672c\u5e76\u7406\u89e3\u73af\u5883\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u5373\u65f6\u4fe1\u606f\u3002Grok Vision\u8fd8\u652f\u6301\u591a\u79cd\u8bed\u8a00\u7684\u8bed\u97f3\u4ea4\u4e92\uff0c\u5305\u62ec\u897f\u73ed\u7259\u8bed\u3001\u6cd5\u8bed\u7b49\uff0c\u6253\u7834\u8bed\u8a00\u969c\u788d\uff0c\u589e\u5f3a\u7528\u6237\u4f53\u9a8c\u3002\u6b64\u5916\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8bed\u97f3\u547d\u4ee4\u8fdb\u884c\u5b9e\u65f6\u641c\u7d22\uff0c\u83b7\u53d6\u6700\u65b0\u4fe1\u606f\u3002\u8be5\u529f\u80fd\u7684\u53d1\u5e03\u5f15\u8d77\u4e86\u5168\u7403AI\u793e\u533a\u7684\u5e7f\u6cdb\u5173\u6ce8\u548c\u8ba8\u8bba\u3002<\/p>\n\n\n\n

\u7eb3\u7c73AI\u6700\u65b0\u63a8\u51fa\u7684\u7535\u8111\u5ba2\u6237\u7aefMCP\u4e07\u80fd\u5de5\u5177\u7bb1\u96c6\u6210\u4e86\u8d85\u8fc7100\u4e2aMCP\u914d\u7f6e\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u8c03\u7528\u3002\u8be5\u5de5\u5177\u7bb1\u8fd8\u5185\u7f6e\u4e86\u5e38\u7528\u768418\u4e2aAPI\u5bc6\u94a5\uff0c\u514d\u53bb\u4e86\u53bb\u5404\u4e2a\u7f51\u7ad9\u5bfb\u627e\u5bc6\u94a5\u7684\u9ebb\u70e6\u3002\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u8c03\u7528\u9ad8\u5fb7\u5730\u56fe\u3001MiniMax\u751f\u56fe\u3001\u751f\u97f3\u9891\u548c\u751f\u89c6\u9891\u7b49\u529f\u80fd\u3002<\/p>\n\n\n\n

4\u670824\u65e5\uff0c\u6263\u5b50\u5ba3\u5e03\u667a\u80fd\u4f53\u548c\u5de5\u4f5c\u6d41\u5e94\u7528\u53ef\u53d1\u5e03\u4e3a\u6263\u5b50\u7a7a\u95f4\u7684MCP\u5de5\u5177\u3002<\/p>\n\n\n\n

4\u670825\u65e5\uff0c\u767e\u5ea6Create\u5f00\u53d1\u8005\u5927\u4f1a\u73b0\u573a\uff0c\u767e\u5ea6\u521b\u59cb\u4eba\u674e\u5f66\u5b8f\u6b63\u5f0f\u53d1\u5e03\u6587\u5fc3\u5927\u6a21\u578b4.5 Turbo\u548c\u6587\u5fc3\u5927\u6a21\u578bX1 Turbo\uff0c\u5177\u5907\u591a\u6a21\u6001\u3001\u5f3a\u63a8\u7406\u3001\u4f4e\u6210\u672c\u4e09\u5927\u7279\u6027\u3002\u4ed6\u8868\u793a\uff0c\u5f53\u4e0b\u7684\u90e8\u5206\u6a21\u578b\uff0c\u4ecd\u7136\u5b58\u5728\u6a21\u6001\u5355\u4e00\u3001\u5e7b\u89c9\u9ad8\u3001\u901f\u5ea6\u6162\u548c\u4ef7\u683c\u8d35\u7b49\u95ee\u9898\u3002\u767e\u5ea6\u53d1\u5e03\u8fd9\u4e24\u6b3e\u65b0\u6a21\u578b\uff0c\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n\n\n\n

4\u670825\u65e5\uff0c\u767e\u5ea6\u5728Create2025\u5927\u4f1a\u4e0a\u63a8\u51fa\u4e86\u9996\u4e2a\u79fb\u52a8\u7aef\u901a\u7528\u8d85\u7ea7\u667a\u80fd\u4f53App\u2014\u2014\u5fc3\u54cd\uff0c\u5e76\u5ba3\u5e03\u514d\u8d39\u5f00\u653e\u4f7f\u7528\uff0c\u76ee\u524d\u5b89\u5353\u7248\u5df2\u4e0a\u7ebf\u3002\u5fc3\u54cdApp\u5177\u6709\u591a\u4e2a\u5b50\u667a\u80fd\u4f53\uff0c\u80fd\u591f\u7406\u89e3\u7528\u6237\u610f\u56fe\uff0c\u62c6\u89e3\u4efb\u52a1\uff0c\u534f\u4f5c\u5b8c\u6210\u6307\u4ee4\uff0c\u5b9e\u73b0\u4e00\u7ad9\u5f0f\u670d\u52a1\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u751f\u6210\u6709\u58f0\u7684\u8bd5\u9898\u8bb2\u89e3\u89c6\u9891\u7b49\u3002<\/p>\n\n\n\n

4\u670825\u65e5\uff0cOpenAI\u63a8\u51fa\u4e86\u201c\u6df1\u5ea6\u7814\u7a76\u201d\u7684\u8f7b\u91cf\u7248\uff0c\u7531o4-mini\u9a71\u52a8\uff0c\u73b0\u5df2\u5411\u6240\u6709\u7528\u6237\u514d\u8d39\u5f00\u653e\u3002\u8be5\u7248\u672c\u7684\u7279\u70b9\u662f\u56de\u590d\u66f4\u52a0\u7b80\u6d01\uff0c\u4f46\u4f9d\u7136\u4fdd\u6301\u6df1\u5ea6\u4e0e\u8d28\u91cf\u3002\u5f53\u7528\u6237\u7684\u6807\u51c6\u201c\u6df1\u5ea6\u7814\u7a76\u201d\u914d\u989d\u7528\u5c3d\u65f6\uff0c\u7cfb\u7edf\u5c06\u81ea\u52a8\u5207\u6362\u5230\u8fd9\u4e00\u8f7b\u91cf\u7248\uff0c\u786e\u4fdd\u7528\u6237\u5728\u4e0d\u540c\u9700\u6c42\u4e0b\u4ecd\u80fd\u83b7\u5f97\u9ad8\u6548\u7684\u56de\u7b54\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u670d\u52a1\u7684\u7075\u6d3b\u6027\u548c\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n

\u5373\u68a63.0\u6d77\u5916\u7248\u672c\u6b63\u5f0f\u53d1\u5e03\uff0c\u63d0\u4f9b\u5353\u8d8a\u7684\u82f1\u6587\u6392\u7248\u7406\u89e3\u4e0e\u63a7\u5236\uff0c\u7528\u6237\u53cd\u9988\u6548\u679c\u4f18\u4e8e\u4e2d\u6587\u3002\u65b0\u7248\u672c\u5177\u5907\u7535\u5f71\u7ea7\u753b\u9762\u54c1\u8d28\u548c2K\u5206\u8fa8\u7387\u8f93\u51fa\uff0c\u5c55\u73b0\u8d85\u903c\u771f\u7684\u6750\u8d28\u4e0e\u7eb9\u7406\u3002\u6b64\u5916\uff0c\u82f1\u6587\u6587\u672c\u7684\u751f\u6210\u80fd\u529b\u88ab\u8bc4\u4ef7\u4e3a\u6781\u5176\u51c6\u786e\uff0c\u4fdd\u8bc1\u4e86\u7cbe\u51c6\u3001\u5e72\u51c0\u7684\u5b57\u4f53\u6392\u7248\u3002<\/p>\n\n\n\n

\u5f00\u6e90\u9879\u76eeMagi-1\u5728\u5317\u4eac\u63a8\u51fa\u540e\u8fc5\u901f\u5f15\u8d77\u5173\u6ce8\uff0c\u4ec5\u5728\u4e24\u5929\u5185\u4fbf\u5728GitHub\u4e0a\u83b7\u5f97\u4e861.7k\u4e2aStar\u3002\u8fd9\u662f\u5168\u7403\u9996\u4e2a\u9ad8\u8d28\u91cf\u81ea\u56de\u5f52\u89c6\u9891\u6a21\u578b\uff0c\u5176\u7269\u7406\u771f\u5b9e\u6027\u6d4b\u8bd5\u7ed3\u679c\u8d85\u8fc7\u4e86\u8c37\u6b4c\u7684VideoPoet\u3002Magi-1\u88ab\u8a89\u4e3a\u73b0\u5b9e\u4e16\u754c\u7684\u6a21\u62df\u5668\u3002<\/p>\n\n\n\n

4\u670827\u65e5\uff0cQwen\u6d77\u5916\u7248App\u5df2\u5728Google Play\u4e0a\u67b6\u3002<\/p>\n\n\n\n

issue118 2025.4.28-5.4<\/strong><\/p>\n\n\n\n

4\u670829\u65e5\u51cc\u6668\uff0c\u901a\u4e49\u5343\u95ee\u56e2\u961f\u5ba3\u5e03\u63a8\u51fa Qwen3\uff0c\u8fd9\u662f Qwen \u7cfb\u5217\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6700\u65b0\u6210\u5458\u3002\u65d7\u8230\u6a21\u578b Qwen3-235B-A22B \u5728\u4ee3\u7801\u3001\u6570\u5b66\u3001\u901a\u7528\u80fd\u529b\u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u4e0e DeepSeek-R1\u3001o1\u3001o3-mini\u3001Grok-3 \u548c Gemini-2.5-Pro \u7b49\u9876\u7ea7\u6a21\u578b\u76f8\u6bd4\uff0c\u8868\u73b0\u51fa\u6781\u5177\u7ade\u4e89\u529b\u7684\u7ed3\u679c\u3002\u6b64\u5916\uff0c\u5c0f\u578b MoE \u6a21\u578b Qwen3-30B-A3B \u7684\u6fc0\u6d3b\u53c2\u6570\u6570\u91cf\u662f QwQ-32B \u7684 10%\uff0c\u8868\u73b0\u66f4\u80dc\u4e00\u7b79\uff0c\u751a\u81f3\u50cf Qwen3-4B \u8fd9\u6837\u7684\u5c0f\u6a21\u578b\u4e5f\u80fd\u5339\u654c Qwen2.5-72B-Instruct \u7684\u6027\u80fd\u3002\u6b64\u5916\uff0c\u516d\u4e2a Dense \u6a21\u578b\u4e5f\u5df2\u5f00\u6e90\uff0c\u5305\u62ec Qwen3-32B\u3001Qwen3-14B\u3001Qwen3-8B\u3001Qwen3-4B\u3001Qwen3-1.7B \u548c Qwen3-0.6B\uff0c\u5747\u5728 Apache 2.0 \u8bb8\u53ef\u4e0b\u5f00\u6e90\u3002<\/p>\n\n\n\n

OpenAI\u66f4\u65b0\u4e86ChatGPT\u7684\u641c\u7d22\u529f\u80fd\uff0c\u65b0\u589e\u4e86\u5728\u7ebf\u8d2d\u7269\u4f53\u9a8c\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u641c\u7d22\u4ea7\u54c1\uff0cChatGPT\u4f1a\u63d0\u4f9b\u63a8\u8350\u3001\u56fe\u7247\u3001\u8bc4\u8bba\u548c\u76f4\u63a5\u8d2d\u4e70\u94fe\u63a5\u3002\u76ee\u524d\u652f\u6301\u65f6\u5c1a\u3001\u7f8e\u5bb9\u3001\u5bb6\u5c45\u7528\u54c1\u548c\u7535\u5b50\u4ea7\u54c1\u7b49\u7c7b\u522b\uff0c\u529f\u80fd\u5df2\u5728GPT-4o\u4e2d\u4e0a\u7ebf\uff0c\u9002\u7528\u4e8e\u6240\u6709\u7528\u6237\u3002\u672a\u6765\u8fd8\u5c06\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u8d2d\u7269\u63a8\u8350\u3002<\/p>\n\n\n\n

\u57284\u670830\u65e5\u7684\u9996\u5c4aLlamaCon\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\uff0cMeta\u53d1\u5e03\u4e86\u5176\u5bf9\u6807ChatGPT\u7684\u667a\u80fd\u52a9\u624bMeta AI App\uff0c\u5e76\u63a8\u51fa\u4e86\u5b98\u65b9Llama API\u670d\u52a1\u7684\u9884\u89c8\u7248\u672c\u3002\u8be5\u5e94\u7528\u57fa\u4e8eLlama\u6a21\u578b\uff0c\u80fd\u591f\u901a\u8fc7\u793e\u4ea4\u5a92\u4f53\u8d26\u53f7\u83b7\u53d6\u7528\u6237\u504f\u597d\u5e76\u8bb0\u4f4f\u4e0a\u4e0b\u6587\uff0c\u4e0eChatGPT\u7c7b\u4f3c\uff0c\u652f\u6301\u6587\u672c\u548c\u8bed\u97f3\u4ea4\u4e92\u3002\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cMeta AI App\u8fd8\u589e\u52a0\u4e86\u5168\u53cc\u5de5\u8bed\u97f3\u4ea4\u4e92\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u5728\u63a5\u6536\u8bed\u97f3\u7684\u540c\u65f6\u8fdb\u884c\u56de\u5e94\uff0c\u652f\u6301\u8fb9\u542c\u8fb9\u8bf4\u548c\u5b9e\u65f6\u6253\u65ad\u3002<\/p>\n\n\n\n

4\u670830\u65e5\uff0c\u8c46\u5305AI\u63a8\u51fa\u4e86\u6700\u65b0\u7070\u5ea6\u6d4b\u8bd5\u7248\u672c\u201c\u8d85\u80fd\u521b\u610f1.0\u201d\uff0c\u9996\u6b21\u652f\u6301\u4e00\u6b21\u751f\u6210\u591a\u8fbe20\u5f20\u98ce\u683c\u7edf\u4e00\u7684\u827a\u672f\u5199\u771f\u56fe\u3002\u8be5\u7248\u672c\u5927\u5e45\u63d0\u5347\u4e86\u753b\u9762\u7ec6\u8282\u548c\u5149\u611f\uff0c\u7279\u522b\u9002\u5408\u804c\u573a\u5199\u771f\u548c\u53e4\u98ce\u98ce\u683c\u3002\u8fd9\u4e00\u6280\u672f\u7684\u51fa\u73b0\u4e3a\u90a3\u4e9b\u56e0\u65f6\u95f4\u548c\u8d39\u7528\u9650\u5236\u800c\u96be\u4ee5\u62cd\u6444\u7cbe\u81f4\u4e2a\u4eba\u5199\u771f\u7684\u4eba\u4eec\u5e26\u6765\u4e86\u798f\u97f3\u3002<\/p>\n\n\n\n

4\u670830\u65e5\uff0c\u5c0f\u7c73\u5927\u6a21\u578b\u5fae\u4fe1\u516c\u4f17\u53f7\u79f0\uff0c\u5c0f\u7c73\u4e8e\u5468\u4e09\u5f00\u6e90\u9996\u4e2a\u4e3a\u63a8\u7406\u800c\u751f\u7684\u5927\u6a21\u578b\u201cXiaomi MiMo\u201d\u3002MiMo\u63a8\u7406\u80fd\u529b\u7684\u63d0\u5347\uff0c\u7531\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u9636\u6bb5\u4e2d\u6570\u636e\u548c\u7b97\u6cd5\u7b49\u591a\u5c42\u9762\u7684\u521b\u65b0\u8054\u5408\u9a71\u52a8\u3002<\/p>\n\n\n\n

4\u670830\u65e5\uff0cDeepSeek\u4f4e\u8c03\u5728Hugging Face\u4e0a\u5f00\u6e90\u4e86\u5168\u65b0671B\u53c2\u6570\u7684\u6a21\u578b\u201cdeepseek-ai\/DeepSeek-Prover-V2-671B\u201d\uff0c\u4e13\u6ce8\u4e8e\u6570\u5b66\u95ee\u9898\u7684Prover\u7cfb\u5217\u3002\u76f8\u6bd4\u524d\u4e00\u4ee3DeepSeek-Prover-V1.5\uff0cV2\u5728\u53c2\u6570\u89c4\u6a21\u4e0a\u663e\u8457\u63d0\u5347\uff0c\u4ece7B\u589e\u81f3671B\uff0c\u9884\u793a\u7740\u5de8\u5927\u7684\u6027\u80fd\u63d0\u5347\u6f5c\u529b\u3002\u8be5\u6a21\u578b\u7ecf\u8fc7\u5728DeepSeekMath-Base\u4e0a\u9884\u8bad\u7ec3\uff0c\u5e76\u5728\u5f62\u5f0f\u5316\u6570\u5b66\u8bed\u8a00\u4e0a\u8fdb\u884c\u76d1\u7763\u5fae\u8c03\uff0c\u540c\u65f6\u5229\u7528\u57fa\u4e8e\u8bc1\u660e\u8f85\u52a9\u53cd\u9988\u7684\u5f3a\u5316\u5b66\u4e60\u8fdb\u884c\u8fdb\u4e00\u6b65\u4f18\u5316\u3002<\/p>\n\n\n\n

Sam Altman\u5728\u793e\u4ea4\u5e73\u53f0X\u4e0a\u5ba3\u5e03\uff0c\u7531\u4e8e\u53d1\u73b0GPT-4o\u5b58\u5728\u201c\u8fc7\u4e8e\u8c04\u5a9a\u201d\u7684\u95ee\u9898\uff0c\u5c06\u4e8e\u5468\u4e00\u665a\u4e0a\u5f00\u59cb\u5bf9\u5176\u6700\u65b0\u66f4\u65b0\u8fdb\u884c\u56de\u6eda\u3002\u76ee\u524d\uff0c\u514d\u8d39\u7528\u6237\u5df2\u5b9e\u73b0100%\u56de\u6eda\uff0c\u800c\u4ed8\u8d39\u7528\u6237\u4e5f\u5c06\u5728\u5b8c\u6210\u56de\u6eda\u540e\u8fdb\u884c\u66f4\u65b0\u3002\u6b64\u5916\uff0c\u56e2\u961f\u6b63\u5728\u5bf9\u6a21\u578b\u4e2a\u6027\u8fdb\u884c\u8fdb\u4e00\u6b65\u4fee\u590d\uff0c\u5e76\u8ba1\u5212\u5728\u672a\u6765\u51e0\u5929\u5206\u4eab\u66f4\u591a\u4fe1\u606f\u3002OpenAI\u968f\u5373\u53d1\u8868\u535a\u5ba2\uff0c\u8be6\u7ec6\u89e3\u91ca\u4e86\u4e8b\u4ef6\u7ecf\u8fc7\u53ca\u5176\u5e94\u5bf9\u6a21\u578b\u201c\u62cd\u9a6c\u5c41\u201d\u73b0\u8c61\u7684\u63aa\u65bd\u3002<\/p>\n\n\n\n

5\u67081\u65e5\uff0cQwen\u56e2\u961f\u5ba3\u5e03\u63a8\u51fa\u5168\u65b0\u578b\u53f7Qwen2.5-Omni-3B\uff0c\u8fd9\u662f\u4e00\u6b3e\u4e3a\u9002\u5e94\u5f00\u53d1\u8005\u9700\u6c42\u800c\u8bbe\u8ba1\u7684\u8f7b\u91cf\u7ea7\u591a\u6a21\u6001\u6a21\u578b\u3002\u76f8\u6bd4\u6b64\u524d\u7684Qwen2.5-Omni-7B\uff0c3B\u7248\u672c\u5728\u5904\u7406\u957f\u4e0a\u4e0b\u6587\u5e8f\u5217\u65f6\u7684\u663e\u5b58\u6d88\u8017\u51cf\u5c11\u8d85\u8fc750%\uff0c\u80fd\u591f\u5728\u666e\u901a24GB\u6d88\u8d39\u7ea7GPU\u4e0a\u652f\u6301\u957f\u8fbe30\u79d2\u7684\u97f3\u89c6\u9891\u4ea4\u4e92\u3002\u540c\u65f6\uff0cQwen2.5-Omni-3B\u4fdd\u7559\u4e867B\u6a21\u578b90%\u4ee5\u4e0a\u7684\u591a\u6a21\u6001\u7406\u89e3\u80fd\u529b\uff0c\u5176\u8bed\u97f3\u8f93\u51fa\u7684\u81ea\u7136\u5ea6\u548c\u7a33\u5b9a\u6027\u4e0e7B\u7248\u672c\u4fdd\u6301\u4e00\u81f4\u3002\u76ee\u524d\uff0c\u8be5\u6a21\u578b\u5df2\u5728\u9b54\u642d\u793e\u533a\u548cHugging Face\u4e0a\u5f00\u6e90\u3002<\/p>\n\n\n\n

NotebookLM\u6700\u65b0\u7248\u672c\u7684\u97f3\u9891\u6982\u89c8\uff08\u64ad\u5ba2\u751f\u6210\uff09\u529f\u80fd\u73b0\u5df2\u652f\u6301\u4e2d\u6587\uff0c\u5e76\u5ba3\u5e03\u624b\u673a\u7aefApp\u9884\u8ba1\u4e8e5\u670820\u65e5\u63a8\u51fa\u3002<\/p>\n\n\n\n

issue119 2025.5.5-5.11<\/strong><\/p>\n\n\n\n

Suno\u53d1\u5e03\u4e86\u5168\u65b0\u7248\u672cv4.5\uff0c\u4e3aAI\u97f3\u4e50\u521b\u4f5c\u5e26\u6765\u91cd\u5927\u5347\u7ea7\u3002\u65b0\u7248\u672c\u652f\u6301\u66f4\u591a\u97f3\u4e50\u98ce\u683c\u548c\u667a\u80fd\u98ce\u683c\u6df7\u642d\uff0c\u589e\u5f3a\u4e86\u4eba\u58f0\u8868\u73b0\u529b\u548c\u60c5\u611f\u8868\u8fbe\u80fd\u529b\uff0c\u5448\u73b0\u51fa\u66f4\u590d\u6742\u7684\u97f3\u8272\u548c\u7ec6\u8282\u3002\u540c\u65f6\uff0c\u63d0\u793a\u7406\u89e3\u80fd\u529b\u663e\u8457\u63d0\u5347\uff0c\u5e76\u65b0\u589e\u201c\u63d0\u793a\u589e\u5f3a\u52a9\u624b\u201d\u529f\u80fd\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u7cbe\u786e\u5730\u6784\u5efa\u521b\u4f5c\u63d0\u793a\u3002\u6b64\u5916\uff0c\u7ffb\u5531\u548c\u89d2\u8272\u529f\u80fd\u7684\u5f3a\u5316\uff0c\u63d0\u4f9b\u4e86\u66f4\u5177\u6c89\u6d78\u611f\u7684\u4e2a\u6027\u5316\u97f3\u4e50\u4f53\u9a8c\u3002\u97f3\u8d28\u5168\u9762\u63d0\u5347\uff0c\u5355\u66f2\u751f\u6210\u957f\u5ea6\u6700\u957f\u53ef\u8fbe8\u5206\u949f\uff0c\u8ba9AI\u97f3\u4e50\u8fdb\u5165\u201c\u53ef\u542c\u3001\u53ef\u7528\u3001\u53ef\u5206\u4eab\u201d\u7684\u65b0\u9636\u6bb5\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u53d1\u5e03\u4e86Phi-4-Reasoning\uff0c\u5c55\u73b0\u4e86\u5c0f\u6a21\u578b\u5728\u590d\u6742\u63a8\u7406\u4e2d\u7684\u65b0\u6f5c\u529b\u3002\u901a\u8fc7\u72ec\u7279\u7684\u591a\u9636\u6bb5\u8bad\u7ec3\u65b9\u6cd5\uff0c\u8fd9\u6b3e\u4ec5\u67093.8\u4ebf\u53c2\u6570\u7684Phi-4-Mini\u5728\u6570\u5b66\u3001\u79d1\u5b66\u7b49\u9ad8\u96be\u5ea6\u4efb\u52a1\u4e2d\u5177\u5907\u4e86\u63a5\u8fd1\u5927\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\uff0c\u63a8\u52a8\u4e86\u201c\u5c0f\u4f53\u91cf\u5927\u8111\u888b\u201d\u7684\u6982\u5ff5\u3002\u76f8\u8f83\u4e8e\u52a8\u8f84\u6570\u5341\u4ebf\u53c2\u6570\u7684\u5927\u6a21\u578b\uff0cPhi-4-Reasoning\u5728\u8fb9\u7f18\u8ba1\u7b97\u8bbe\u5907\u3001\u79fb\u52a8\u7aef\u53ca\u4f01\u4e1a\u672c\u5730\u7cfb\u7edf\u7b49\u4f4e\u8d44\u6e90\u73af\u5883\u4e2d\u66f4\u5177\u9002\u5e94\u6027\uff0c\u54cd\u5e94\u66f4\u5feb\u4e14\u90e8\u7f72\u66f4\u7075\u6d3b\u3002\u5728AIME 2025\u7b49\u63a8\u7406\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5b83\u7684\u8868\u73b0\u8d85\u8d8a\u4e86Llama-70B\u548cDeepSeek-R1\uff0c\u751a\u81f3\u5728\u67d0\u4e9b\u4efb\u52a1\u4e2d\u80dc\u8fc7671B\u7ea7\u522b\u6a21\u578b\u3002<\/p>\n\n\n\n

5\u67086\u65e5\uff0cGemini 2.5 Pro\u66f4\u65b00506\u7248\u672c\uff08I\/O Preview\uff09\uff0c\u63d0\u5347\u4e86\u7f16\u7801\u80fd\u529b\uff0c\u5c24\u5176\u5728\u524d\u7aefWeb\u5f00\u53d1\u3001\u7f16\u8f91\u548c\u8f6c\u6362\u65b9\u9762\u8868\u73b0\u663e\u8457\u6539\u8fdb\u3002\u6b64\u5916\uff0c\u9488\u5bf9\u7528\u6237\u53cd\u9988\u7684\u95ee\u9898\uff0c\u76f8\u5173\u51fd\u6570\u8c03\u7528\u5df2\u5f97\u5230\u4fee\u590d\uff0c\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u4e5f\u6709\u6240\u589e\u5f3a\u3002<\/p>\n\n\n\n

5\u67087\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u7684\u6587\u751f\u56fe\u529f\u80fd\u8fce\u6765\u5347\u7ea7\uff0c\u65b0\u589e\u4e86\u6df7\u5143\u548cDeepSeek\u6a21\u578b\u7684\u56fe\u50cf\u751f\u6210\u80fd\u529b\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u4e00\u53e5\u8bdd\u6307\u4ee4\uff0c\u7cfb\u7edf\u4fbf\u80fd\u81ea\u52a8\u6269\u5199\u4e3a\u66f4\u5b8c\u6574\u7684\u63d0\u793a\u8bcd\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u5bcc\u6709\u60f3\u8c61\u529b\u7684\u56fe\u50cf\u3002\u8fd9\u9879\u529f\u80fd\u5df2\u5728\u5168\u5e73\u53f0\u4e0a\u7ebf\uff0c\u652f\u6301\u591a\u79cd\u98ce\u683c\u7684\u521b\u4f5c\uff0c\u5982\u7ae5\u5e74\u6f2b\u753b\u98ce\u683c\u3001\u83ab\u5948\u98ce\u683c\u7b49\u3002\u6b64\u5916\uff0c\u7528\u6237\u53ef\u751f\u6210\u996e\u98df\u5ba3\u4f20\u56fe\u3001\u4ea7\u54c1\u8bbe\u8ba1\u56fe\u7b49\uff0c\u56fe\u6587\u4e00\u81f4\u6027\u548c\u753b\u8d28\u8fdb\u4e00\u6b65\u63d0\u5347\u3002<\/p>\n\n\n\n

5\u67088\u65e5\uff0cFigma\u5728Config2025\u4e0a\u5ba3\u5e03\u63a8\u51fa\u591a\u4e2a\u65b0\u529f\u80fd\uff0c\u5176\u4e2dFigma Sites\u662f\u4e00\u6b3e\u5168\u65b0\u7684\u5168\u80fd\u5de5\u5177\uff0c\u65e8\u5728\u8ba9\u7528\u6237\u80fd\u8bbe\u8ba1\u548c\u6784\u5efa\u5b9a\u5236\u7684\u54cd\u5e94\u5f0f\u7f51\u7ad9\uff0c\u800c\u65e0\u9700\u5207\u6362\u5de5\u5177\u3002\u6b64\u529f\u80fd\u65e8\u5728\u7b80\u5316\u7f51\u7ad9\u8bbe\u8ba1\u6d41\u7a0b\uff0c\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\uff0c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n

5\u67089\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u5ba3\u5e03\u6b63\u5f0f\u63a8\u51fa\u5e76\u5f00\u6e90\u5168\u65b0\u7684\u591a\u6a21\u6001\u5b9a\u5236\u5316\u89c6\u9891\u751f\u6210\u5de5\u5177HunyuanCustom\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u6df7\u5143\u89c6\u9891\u751f\u6210\u5927\u6a21\u578b\uff08HunyuanVideo\uff09\u6253\u9020\uff0c\u4e3b\u4f53\u4e00\u81f4\u6027\u6548\u679c\u8d85\u8fc7\u73b0\u6709\u7684\u5f00\u6e90\u65b9\u6848\u3002HunyuanCustom\u878d\u5408\u4e86\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\u591a\u6a21\u6001\u8f93\u5165\u751f\u89c6\u9891\u7684\u80fd\u529b\uff0c\u662f\u4e00\u6b3e\u5177\u5907\u9ad8\u5ea6\u63a7\u5236\u529b\u548c\u751f\u6210\u8d28\u91cf\u7684\u667a\u80fd\u89c6\u9891\u521b\u4f5c\u5de5\u5177\u3002<\/p>\n\n\n\n

5\u67089\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u73b0\u5df2\u652f\u6301\u5bf9\u8bdd\u5206\u7ec4\uff0c\u7528\u6237\u8ddf\u5143\u5b9d\u7684\u6bcf\u4e00\u6761\u5bf9\u8bdd\uff0c\u90fd\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u4e3b\u9898\u3001\u7c7b\u578b\u3001\u4efb\u52a1\uff0c\u505a\u201c\u6587\u4ef6\u5939\u201d\u5f0f\u5206\u7ec4\u5f52\u7c7b\uff0c\u65b9\u4fbf\u96c6\u4e2d\u7ba1\u7406\u5927\u6279\u91cf\u5bf9\u8bdd\uff0c\u5feb\u901f\u5b9a\u4f4d\u67e5\u627e\u3002\u5728\u6bcf\u4e2a\u5355\u72ec\u5206\u7ec4\u4e2d\uff0c\u7528\u6237\u8fd8\u53ef\u8bbe\u5b9a\u201c\u72ec\u7acb\u6307\u4ee4\u201d\uff0c\u5b9a\u5236\u5143\u5b9d\u5728\u8be5\u5206\u7ec4\u4e2d\u7684\u56de\u7b54\u65b9\u5f0f\u548c\u98ce\u683c\u3002<\/p>\n\n\n\n

Anthropic\u5ba3\u5e03\u63a8\u51faClaude\u7684\u65b0\u7f51\u7edc\u641c\u7d22\u529f\u80fdAPI\uff0c\u663e\u8457\u63d0\u5347Claude\u5728\u4fe1\u606f\u83b7\u53d6\u65b9\u9762\u7684\u80fd\u529b\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7API\u4f7fClaude\u8bbf\u95ee\u6700\u65b0\u7684\u7f51\u7edc\u4fe1\u606f\uff0c\u8fdb\u884c\u591a\u6b21\u6e10\u8fdb\u5f0f\u641c\u7d22\uff0c\u6574\u5408\u4e0d\u540c\u6765\u6e90\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u7b54\u6848\u3002<\/p>\n\n\n\n

Cursor\u5df2\u66f4\u65b0\u81f30.50.x\u7248\u672c\u3002\u6b64\u6b21\u66f4\u65b0\u4e3b\u8981\u5305\u62ec\u7b80\u5316\u5b9a\u4ef7\u548c\u589e\u5f3a\u529f\u80fd\uff0c\u5982\u63a8\u51fa\u7edf\u4e00\u7684\u57fa\u4e8e\u8bf7\u6c42\u7684\u5b9a\u4ef7\u548cMax\u6a21\u5f0f\uff0c\u652f\u6301\u5e76\u884c\u4efb\u52a1\u7684\u540e\u53f0\u4ee3\u7406\u3002\u6b64\u5916\uff0c\u6539\u8fdb\u4e86\u4e0a\u4e0b\u6587\u7ba1\u7406\uff0c\u652f\u6301@folders\u529f\u80fd\uff0c\u52a0\u5feb\u6587\u4ef6\u7f16\u8f91\u901f\u5ea6\uff0c\u589e\u5f3a\u4e86\u804a\u5929\u529f\u80fd\uff08\u652f\u6301\u5bfc\u51fa\u548c\u590d\u5236\uff09\uff0c\u5e76\u4f7f\u7528\u672c\u5730\u7ec8\u7aef\u4eff\u771f\u66ff\u4ee3\u6a21\u62df\u7ec8\u7aef\u3002\u540c\u65f6\uff0c\u65b0\u589e\u4e86\u4e0a\u4e0b\u6587\u72b6\u6001\u56fe\u6807\uff0c\u53ef\u663e\u793a\u6587\u4ef6\u7684\u5305\u542b\u60c5\u51b5\u3002<\/p>\n\n\n\n

Google AI Mode\u5728Labs\u7684\u63a8\u51fa\u53d7\u5230\u4e86\u5e7f\u6cdb\u6b22\u8fce\uff0c\u73b0\u5df2\u53d6\u6d88\u7b49\u5f85\u540d\u5355\uff0c\u6240\u6709\u7f8e\u56fd\u7528\u6237\u53ef\u7acb\u5373\u4f7f\u7528\u3002\u8be5\u6a21\u5f0f\u5141\u8bb8\u7528\u6237\u63d0\u51fa\u66f4\u590d\u6742\u548c\u5177\u4f53\u7684\u95ee\u9898\uff0c\u5e2e\u52a9\u4ed6\u4eec\u627e\u5230\u65b0\u7684\u7f51\u7ad9\u548c\u5546\u4e1a\u4fe1\u606f\u3002\u63a5\u4e0b\u6765\uff0c\u8be5\u6a21\u5f0f\u5c06\u589e\u52a0\u89c6\u89c9\u4ea7\u54c1\u548c\u5730\u70b9\u5361\u7247\u529f\u80fd\uff0c\u7528\u6237\u53ef\u5feb\u901f\u83b7\u53d6\u8bc4\u5206\u3001\u8bc4\u8bba\u3001\u8425\u4e1a\u65f6\u95f4\u7b49\u4fe1\u606f\uff0c\u53ca\u5b9e\u65f6\u4ea7\u54c1\u4ef7\u683c\u548c\u5e93\u5b58\u3002\u4f8b\u5982\uff0c\u5bfb\u627e\u590d\u53e4\u5bb6\u5177\u5546\u5e97\u65f6\uff0cAI Mode\u5c06\u63d0\u4f9b\u76f8\u5173\u5546\u5bb6\u7684\u5b9e\u65f6\u6570\u636e\uff0c\u4fbf\u4e8e\u7528\u6237\u4f5c\u51fa\u51b3\u7b56\u5e76\u8f7b\u677e\u83b7\u53d6\u8054\u7cfb\u65b9\u5f0f\u6216\u5bfc\u822a\u3002<\/p>\n\n\n\n

issue120 2025.5.12-5.18<\/strong><\/p>\n\n\n\n

\u8c37\u6b4c\u5ba3\u5e03\u5f00\u53d1\u8005\u73b0\u5728\u53ef\u4ee5\u901a\u8fc7Gemini API\u63a5\u5165\u5176\u6700\u65b0\u56fe\u50cf\u751f\u6210\u6a21\u578bImagen 3\u3002\u6700\u521d\u8be5\u6a21\u578b\u4ec5\u9762\u5411\u4ed8\u8d39\u7528\u6237\uff0c\u672a\u6765\u4e5f\u5c06\u5411\u514d\u8d39\u7528\u6237\u5f00\u653e\u3002Imagen 3\u64c5\u957f\u751f\u6210\u4e30\u5bcc\u591a\u6837\u4e14\u65e0\u4f2a\u5f71\u7684\u56fe\u50cf\uff0c\u5305\u62ec\u8d85\u73b0\u5b9e\u4e3b\u4e49\u3001\u5370\u8c61\u6d3e\u548c\u52a8\u6f2b\u7b49\u98ce\u683c\uff0c\u80fd\u591f\u9ad8\u6548\u5c06\u521b\u610f\u8f6c\u5316\u4e3a\u9ad8\u8d28\u91cf\u56fe\u50cf\u3002\u5728\u5404\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u5353\u8d8a\u3002\u4f7f\u7528Gemini API\u8c03\u7528Imagen 3\u7684\u8d39\u7528\u4e3a\u6bcf\u5f20\u56fe\u50cf0.03\u7f8e\u5143\uff0c\u7528\u6237\u53ef\u81ea\u5b9a\u4e49\u56fe\u50cf\u7684\u5bbd\u9ad8\u6bd4\u53ca\u751f\u6210\u6570\u91cf\u7b49\u53c2\u6570\u3002<\/p>\n\n\n\n

QwenChat\u63a8\u51fa\u7f51\u9875\u5f00\u53d1\u529f\u80fd\uff0c\u7528\u6237\u53ea\u9700\u4e00\u53e5\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u5373\u53ef\u81ea\u52a8\u751f\u6210\u7f8e\u89c2\u4e14\u7ed3\u6784\u6e05\u6670\u7684\u7f51\u7ad9\u9875\u9762\uff0c\u65e0\u9700\u7f16\u5199\u4ee3\u7801\u6216\u8bbe\u8ba1\u3002\u8f93\u5165\u793a\u4f8b\u5982\u201c\u5199\u4e00\u4e2a\u6c34\u679c\u7535\u5546\u7f51\u7ad9\u201d\uff0cQwenChat\u4f1a\u5373\u65f6\u751f\u6210\u5b8c\u6574\u7684\u7f51\u9875\u4ee3\u7801\u5e76\u652f\u6301\u76f4\u63a5\u9884\u89c8\u3002\u6b64\u5916\uff0c\u8be5\u529f\u80fd\u8fd8\u53ef\u7528\u4e8e\u521b\u5efa\u64ad\u653e\u5668\u3001\u5355\u8bcd\u8bb0\u5fc6\u5361\u7b49\u591a\u79cd\u5e94\u7528\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7QwenChat\uff08chat.qwen.ai\uff09\u4f53\u9a8c\u8fd9\u4e00\u4fbf\u6377\u7684\u7f51\u9875\u5f00\u53d1\u670d\u52a1\u3002<\/p>\n\n\n\n

VS Code\u6b63\u5f0f\u53d1\u5e03\u65b0\u7248\u672c1.100\uff0c\u5e26\u6765\u591a\u9879\u589e\u5f3a\u529f\u80fd\uff0c\u663e\u8457\u63d0\u5347\u5f00\u53d1\u8005\u7684\u7f16\u7a0b\u4f53\u9a8c\u3002\u6b64\u6b21\u66f4\u65b0\u7684\u4eae\u70b9\u5305\u62ec\uff1a\u589e\u5f3a\u7684\u667a\u80fdChat\u529f\u80fd\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u6307\u4ee4\u548c\u53ef\u91cd\u7528\u63d0\u793a\uff1b\u6539\u5584\u7684\u591a\u7a97\u53e3\u548c\u6d6e\u52a8\u7a97\u53e3\u8bbe\u7f6e\uff0c\u63d0\u5347\u7f16\u8f91\u6548\u7387\uff1bMCP\u670d\u52a1\u5668\u65b0\u589e\u56fe\u50cf\u53ca\u53ef\u6d41\u5f0f\u4f20\u64ad\u7684HTTP\u652f\u6301\uff1b\u4ee5\u53caGithub Copilot\u7684\u96c6\u6210\u589e\u5f3a\u3002<\/p>\n\n\n\n

\u5b57\u8282\u8df3\u52a8\u5f00\u6e90\u4e86\u57fa\u4e8e\u8282\u70b9\u7684\u6d41\u7a0b\u6784\u5efa\u5f15\u64ceFlowGram\uff0c\u8be5\u5f15\u64ce\u5df2\u5728Coze\u548c\u98de\u4e66\u5de5\u4f5c\u6d41\u7b49\u4ea7\u54c1\u4e2d\u5e94\u7528\u3002FlowGram\u7ed3\u5408\u8282\u70b9\u5f0f\u8bbe\u8ba1\u4e0eAI\u589e\u5f3a\u529f\u80fd\uff0c\u63d0\u4f9b\u76f4\u89c2\u7684\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u6784\u5efa\u4f53\u9a8c\uff0c\u652f\u6301\u56fa\u5b9a\u548c\u81ea\u7531\u5e03\u5c40\uff0c\u5141\u8bb8\u7528\u6237\u8f7b\u677e\u62d6\u62fd\u548c\u8fde\u63a5\u8282\u70b9\u3002\u65b0\u7684\u5de5\u5177\u5229\u7528AI\u81ea\u52a8\u5316\u4efb\u52a1\uff0c\u9002\u5408\u9700\u8981\u660e\u786e\u8f93\u5165\u8f93\u51fa\u7684\u5de5\u4f5c\u6d41\u573a\u666f\u3002\u5176\u6838\u5fc3\u529f\u80fd\u5305\u62ecAI\u80fd\u529b\u63a5\u5165\u3001\u4e30\u5bcc\u7684\u4ea4\u4e92\u4f53\u9a8c\uff08\u5982\u8282\u70b9\u914d\u7f6e\u3001\u72b6\u6001\u9ad8\u4eae\uff09\u53ca\u5f3a\u5927\u7684\u6269\u5c55\u6027\uff0c\u65e8\u5728\u7b80\u5316\u5de5\u4f5c\u6d41\u5f00\u53d1\uff0c\u63d0\u5347\u81ea\u52a8\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n

5\u670812\u65e5\uff0cPerplexity.ai\u53d1\u5e03\u4e86\u4e00\u6b3eAI\u6d4f\u89c8\u5668Comet\uff0c\u5e76\u6b63\u5f0f\u5f00\u542f\u5185\u6d4b\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8bbf\u95eehttps:\/\/www.perplexity.ai\/comet\u7533\u8bf7\u5185\u6d4b\u8d44\u683c\u3002Comet\u65e8\u5728\u7ed3\u5408AI\u6280\u672f\u63d0\u5347\u6d4f\u89c8\u4f53\u9a8c\u3002<\/p>\n\n\n\n

5\u670812\u65e5\uff0cLovart.ai\u6b63\u5f0f\u53d1\u5e03\uff0c\u88ab\u79f0\u4e3a\u9996\u6b3e\u8bbe\u8ba1AI Agent\uff0c\u8868\u73b0\u51fa\u8272\u5e76\u83b7\u5f97\u591a\u4f4dKOL\u5206\u4eab\u4f53\u9a8c\u3002\u5176\u5b98\u7f51\u7b80\u6d01\u660e\u4e86\uff0c\u5b9a\u4f4d\u4e3a\u201cAuto-Design \u2014\u2014 The design agent who creates by your side\u201d\u3002\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u4e0e\u5176\u4ea4\u4e92\uff0c\u5b83\u80fd\u51c6\u786e\u7406\u89e3\u610f\u56fe\u5e76\u751f\u6210\u9ad8\u8d28\u91cf\u8bbe\u8ba1\u4f5c\u54c1\uff0c\u5982Logo\u3001VI\u7b49\u3002Lovart\u5229\u7528\u591a\u79cd\u5916\u90e8\u5927\u6a21\u578b\uff08\u5982GPT-Image-1\uff09\u8fdb\u884c\u4efb\u52a1\u5904\u7406\uff0c\u5728\u7075\u611f\u4e0d\u8db3\u65f6\u8fd8\u4f1a\u81ea\u52a8\u641c\u7d22\u76f8\u5173\u8bbe\u8ba1\u4f5c\u4e3a\u53c2\u8003\u3002<\/p>\n\n\n\n

5\u670813\u65e5\uff0cOpenAI\u5ba3\u5e03\u4e3aChatGPT\u6dfb\u52a0\u4e86SharePoint\u548cMicrosoft OneDrive\u4f5c\u4e3a\u65b0\u7684\u6570\u636e\u8fde\u63a5\u5668\u3002\u8fd9\u4e9b\u65b0\u529f\u80fd\u5c06\u4f7f\u7528\u6237\u80fd\u591f\u66f4\u65b9\u4fbf\u5730\u8bbf\u95ee\u548c\u5229\u7528\u5b58\u50a8\u5728\u8fd9\u4e9b\u5e73\u53f0\u4e0a\u7684\u6587\u4ef6\u548c\u6570\u636e\uff0c\u4ece\u800c\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u7814\u7a76\u3002\u76ee\u524d\u5bf9Plus\u3001Pro\u548cTeam\u8ba2\u9605\u7528\u6237\u5f00\u653e\uff0c\u4f46\u4e0d\u5305\u62ec\u6b27\u6d32\u7ecf\u6d4e\u533a\uff08EEA\uff09\u3001\u745e\u58eb\u548c\u82f1\u56fd\u7684\u7528\u6237\u3002\u53e6\u5916\uff0cDeep Research\u8fd8\u652f\u6301\u5c06\u7814\u7a76\u62a5\u544a\u4e0b\u8f7d\u4e3a\u7cbe\u7f8e\u7684PDF\u6587\u6863\u3002<\/p>\n\n\n\n

5\u670813\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u7684Qwen\u56e2\u961f\u5ba3\u5e03\u63a8\u51fa\u201cDeep Research\u201d\uff08\u6df1\u5165\u7814\u7a76\uff09\uff0c\u65e8\u5728\u5e2e\u52a9\u7528\u6237\u9ad8\u6548\u5904\u7406\u590d\u6742\u7684\u79d1\u7814\u4efb\u52a1\u3002\u7528\u6237\u53ea\u9700\u8f93\u5165\u4e00\u53e5\u63d0\u793a\uff0c\u7cfb\u7edf\u5c06\u81ea\u52a8\u5206\u6790\u5e76\u5236\u5b9a\u591a\u6b65\u9aa4\u7814\u7a76\u8ba1\u5212\uff0c\u4ece\u4e92\u8054\u7f51\u4e0a\u641c\u7d22\u3001\u5206\u6790\u4fe1\u606f\uff0c\u6700\u7ec8\u751f\u6210\u8be6\u5c3d\u7684\u7814\u7a76\u62a5\u544a\uff0c\u5305\u62ec\u5b8c\u6574\u7684\u5f15\u7528\u6765\u6e90\u3002Deep Research\u7684\u63a8\u51fa\u6807\u5fd7\u7740Qwen\u5728AI\u52a9\u7406\u9886\u57df\u7684\u65b0\u8fdb\u5c55\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u60c5\u5883\uff0c\u5982\u5e02\u573a\u5206\u6790\u3001\u6559\u80b2\u54a8\u8be2\u7b49\u3002\u8be5\u529f\u80fd\u5df2\u5728QwenChat\u4e0a\u514d\u8d39\u5f00\u653e\uff0c\u7528\u6237\u53ef\u4ee5\u7acb\u523b\u4f53\u9a8c\u3002<\/p>\n\n\n\n

5\u670814\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u901a\u4e49\u4e07\u76f8Wan2.1-VACE\uff08Video All-in-one Creation and Editing model\uff09\u6a21\u578b\uff0cWan2.1-VACE\u662f\u4e00\u6b3e\u878d\u5408\u591a\u79cd\u89c6\u9891\u751f\u6210\u4e0e\u7f16\u8f91\u80fd\u529b\u7684AI\u6a21\u578b\uff0c\u6807\u5fd7\u7740\u8be5\u6280\u672f\u7684\u91cd\u5927\u7a81\u7834\u3002Wan2.1-VACE\u5177\u5907\u516d\u5927\u6838\u5fc3\u529f\u80fd\uff1a\u901a\u8fc7\u6587\u672c\u751f\u6210\u89c6\u9891\u3001\u56fe\u50cf\u53c2\u8003\u751f\u6210\u3001\u89c6\u9891\u91cd\u7ed8\u3001\u5c40\u90e8\u7f16\u8f91\u3001\u80cc\u666f\u5ef6\u5c55\u548c\u65f6\u957f\u5ef6\u5c55\uff0c\u652f\u6301\u7528\u6237\u7075\u6d3b\u7ec4\u5408\u591a\u9879\u529f\u80fd\u3002\u8be5\u6a21\u578b\u8fd8\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\uff0c\u5305\u62ec\u6587\u672c\u3001\u56fe\u50cf\u548c\u89c6\u9891\u7b49\uff0c\u4f7f\u7528\u6237\u53ef\u4ee5\u7cbe\u786e\u63a7\u5236\u89c6\u9891\u7684\u5e03\u5c40\u3001\u8fd0\u52a8\u548c\u98ce\u683c\uff0c\u4e3a\u521b\u65b0\u7684\u89c6\u9891\u5236\u4f5c\u63d0\u4f9b\u4e86\u65e0\u9650\u53ef\u80fd\u3002<\/p>\n\n\n\n

5\u670815\u65e5\uff0cGPT-4.1 \u7cfb\u5217\u6a21\u578b\u5b98\u5ba3\u4e0a\u7ebfChatGPT\uff0cPlus\u3001Pro \u548c Team \u7528\u6237\u53ef\u76f4\u63a5\u4f7f\u7528 GPT-4.1 \u6a21\u578b\uff0c\u514d\u8d39\u7528\u6237\u53ef\u4f7f\u7528 GPT-4.1-mini\uff0c\u4ee5\u66ff\u4ee3\u4ee5\u524d\u7684 GPT-4o-mini\u3002<\/p>\n\n\n\n

5\u670816\u65e5\uff0cManus\u5ba3\u5e03\u63a8\u51fa\u56fe\u50cf\u751f\u6210\u529f\u80fd\u3002\u636e\u4ecb\u7ecd\uff0cManus\u4e0d\u4ec5\u662f\u751f\u6210\u56fe\u50cf\uff0c\u5b83\u4e86\u89e3\u7528\u6237\u7684\u610f\u56fe\uff0c\u89c4\u5212\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u77e5\u9053\u5982\u4f55\u6709\u6548\u5730\u4f7f\u7528\u56fe\u50cf\u751f\u6210\u548c\u5176\u4ed6\u5de5\u5177\u6765\u5b8c\u6210\u7528\u6237\u7684\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u4e0a\u4f20\u5bb6\u5c45\u7167\u7247\uff0c\u5b83\u80fd\u8bc6\u522b\u98ce\u683c\u5e76\u4ece\u5b9c\u5bb6\u81ea\u52a8\u642d\u914d\u5408\u9002\u5bb6\u5177\uff1b\u4e0a\u4f20\u4ea7\u54c1\u56fe\uff0c\u5b83\u80fd\u57fa\u4e8e\u5e02\u573a\u8d8b\u52bf\u8bbe\u8ba1\u54c1\u724c\u3001\u5236\u5b9a\u4e0a\u5e02\u65b9\u6848\u3001\u751f\u6210\u5546\u54c1\u9875\u548c\u9500\u552e\u7f51\u7ad9\u3002<\/p>\n\n\n\n

5\u670816\u65e5\u6d88\u606f\uff0cMiniMax\u53d1\u5e03\u65b0\u4e00\u4ee3\u8bed\u97f3\u5927\u6a21\u578bSpeech-02\u3002\u8be5\u6a21\u578b\u5728\u4e24\u9879\u56fd\u9645\u6743\u5a01\u8bed\u97f3\u8bc4\u6d4b\u699c\u5355Artificial Analysis\u548cHugging Face TTS Arena \u4e0a\uff0c\u8d85\u8d8aOpenAI\u3001ElevenLabs\u7684TTS\u6a21\u578b\u3002<\/p>\n\n\n\n

5\u670816\u65e5\uff0c\u817e\u8baf\u53d1\u5e03\u4e86\u5168\u65b0\u7684\u5b9e\u65f6\u56fe\u7247\u751f\u6210\u6a21\u578bHunyuan Image2.0\uff0c\u8be5\u6a21\u578b\u4ee5\u8d85\u9ad8\u538b\u7f29\u500d\u7387\u7684\u56fe\u50cf\u7f16\u89e3\u7801\u5668\u548c\u5168\u65b0\u7684\u6269\u6563\u67b6\u6784\u4e3a\u57fa\u7840\uff0c\u5177\u5907\u8d85\u5feb\u7684\u63a8\u7406\u901f\u5ea6\u548c\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\u751f\u6210\u80fd\u529b\u3002\u7528\u6237\u5728\u8f93\u5165\u63d0\u793a\u65f6\uff0cHunyuan Image2.0\u53ef\u5728\u6beb\u79d2\u5185\u751f\u62103-4\u5f20\u56fe\u7247\uff0c\u751a\u81f3\u5728Prompt\u8f93\u5165\u5b8c\u6210\u7684\u77ac\u95f4\u5373\u53ef\u8f93\u51fa\u6700\u7ec8\u56fe\u50cf\uff0c\u521b\u9020\u4e86\u5b9e\u65f6\u751f\u56fe\u7684\u5168\u65b0\u4f53\u9a8c\u3002\u6b64\u5916\uff0cHunyuan Image2.0\u901a\u8fc7RL\u540e\u8bad\u7ec3\u548c\u7f8e\u5b66\u540e\u8bad\u7ec3\uff0c\u786e\u4fdd\u751f\u6210\u56fe\u50cf\u5177\u6709\u771f\u5b9e\u611f\uff0c\u6d88\u9664AI\u5e38\u89c1\u7684\u865a\u5047\u611f\uff0c\u5c24\u5176\u5728\u6000\u65e7\u98ce\u683c\u548c\u80f6\u7247\u6548\u679c\u4e0a\u8868\u73b0\u51fa\u8272\u3002<\/p>\n\n\n\n

Google\u53d1\u5e03\u4e86\u5168\u65b0\u7684AI\u7f16\u7801Agent\uff0cAlphaEvolve\uff0c\u8be5Agent\u5177\u5907\u7b97\u6cd5\u4f18\u5316\u548c\u79d1\u5b66\u53d1\u73b0\u7684\u80fd\u529b\u3002AlphaEvolve\u80fd\u591f\u81ea\u52a8\u7f16\u5199\u3001\u6d4b\u8bd5\u548c\u6539\u8fdb\u4ee3\u7801\uff0c\u652f\u6301\u6574\u6bb5\u7a0b\u5e8f\u7ea7\u522b\u7684\u4f18\u5316\u3002\u5176\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u53ef\u4ee5\u6839\u636e\u95ee\u9898\u7684\u590d\u6742\u6027\u7075\u6d3b\u5207\u6362\u7b56\u7565\uff0c\u91c7\u7528\u641c\u7d22\u6216\u6784\u9020\u65b9\u6cd5\u9ad8\u6548\u6c42\u89e3\u3002<\/p>\n\n\n\n

5\u670817\u65e5\uff0cOpenAI\u63a8\u51fa\u4e86\u57fa\u4e8e\u4e91\u7684\u667a\u80fd\u8f6f\u4ef6\u5de5\u7a0bAgent\u2014\u2014Codex\u7684\u9884\u89c8\u7248\u3002Codex\u80fd\u591f\u5e76\u884c\u5904\u7406\u591a\u9879\u4efb\u52a1\uff0c\u5305\u62ec\u7f16\u7a0b\u3001\u89e3\u7b54\u4ee3\u7801\u5e93\u95ee\u9898\u3001\u4fee\u590d\u9519\u8bef\u4ee5\u53ca\u63d0\u4ea4\u62c9\u53d6\u8bf7\u6c42\u7b49\u3002\u8be5\u667a\u80fd\u4f53\u7531codex-1\u6a21\u578b\u652f\u6301\uff0c\u4e3a\u9488\u5bf9\u8f6f\u4ef6\u5de5\u7a0b\u4f18\u5316\u7684\u7248\u672c\u3002\u76ee\u524d\uff0cCodex\u9762\u5411ChatGPT Pro\u3001Team\u548cEnterprise\u7528\u6237\u4e0a\u7ebf\uff0cPlus\u7528\u6237\u4e5f\u5c06\u5f88\u5feb\u83b7\u5f97\u8bbf\u95ee\u6743\u9650\u3002\u6b64\u5916\uff0cOpenAI\u8fd8\u53d1\u5e03\u4e86codex-1\u7684\u7cbe\u7b80\u7248\uff0c\u57fa\u4e8eo4-mini\uff0c\u4e3a\u8f7b\u91cf\u7ea7\u5f00\u6e90\u7f16\u7801Agent\u201cCodex CLI\u201d\u8bbe\u8ba1\uff0cAPI\u5b9a\u4ef7\u4e3a1.5\u7f8e\u5143\/100\u4e07 tokens\u8f93\u5165\u4e0e6\u7f8e\u5143\/100\u4e07 tokens\u8f93\u51fa\uff0c\u5e76\u63d0\u4f9b\u5373\u65f6\u7f13\u5b58\u6298\u6263\u3002<\/p>\n\n\n\n

5\u670817\u65e5\uff0c\u7eb3\u7c73AI\u4e0a\u7ebf\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u529f\u80fd\u2014\u2014\u201c\u8d85\u7ea7\u641c\u7d22\u201d\u3002\u8be5\u529f\u80fd\u4e0d\u4ec5\u6253\u7834\u4e86\u4f20\u7edf\u7684\u6570\u636e\u754c\u9650\uff0c\u80fd\u591f\u641c\u7d22\u5c0f\u7ea2\u4e66\u3001\u5927\u4f17\u70b9\u8bc4\u3001\u5730\u56fe\u3001B\u7ad9\u3001\u817e\u8baf\u89c6\u9891\u3001PDF\u7b49\u591a\u79cd\u683c\u5f0f\uff0c\u8fd8\u878d\u5408\u4e86\u591a\u6a21\u6001\u80fd\u529b\u3002\u8d85\u7ea7\u641c\u7d22\u65e8\u5728\u63d0\u4f9b\u7ed3\u679c\u800c\u975e\u5355\u7eaf\u7684\u7b54\u6848\uff0c\u901a\u8fc7\u6574\u5408MCP\u5de5\u5177\uff0c\u80fd\u591f\u6df1\u5165\u7406\u89e3\u7528\u6237\u610f\u56fe\u3002<\/p>\n\n\n\n

5\u670817\u65e5\uff0c\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u670d\u52a1\u5de5\u5177Ollama\u63a8\u51fa\u4e86\u81ea\u4e3b\u7814\u53d1\u7684\u591a\u6a21\u6001AI\u5f15\u64ce\uff0c\u8131\u79bb\u4e86\u5bf9llama.cpp\u6846\u67b6\u7684\u76f4\u63a5\u4f9d\u8d56\u3002\u8fd1\u671f\uff0cllama.cpp\u9879\u76ee\u901a\u8fc7libmtmd\u5e93\u5b9e\u73b0\u4e86\u5168\u9762\u7684\u89c6\u89c9\u652f\u6301\uff0c\u5f15\u53d1\u793e\u533a\u8ba8\u8bba\u3002Ollama\u56e2\u961f\u5728Hacker News\u4e0a\u6f84\u6e05\u79f0\uff0c\u8be5\u5f15\u64ce\u662f\u4f7f\u7528Golang\u72ec\u7acb\u5f00\u53d1\uff0c\u5e76\u672a\u91c7\u7eb3llama.cpp\u7684C++\u5b9e\u73b0\u3002Ollama\u8868\u793a\uff0c\u968f\u7740Meta\u7684Llama 4\u3001Google\u7684Gemma 3\u7b49\u6a21\u578b\u590d\u6742\u6027\u4e0d\u65ad\u4e0a\u5347\uff0c\u73b0\u6709\u67b6\u6784\u5df2\u96be\u4ee5\u6ee1\u8db3\u9700\u6c42\u3002<\/p>\n\n\n\n

5\u670817\u65e5\uff0cFlowith\u5728\u4e0a\u6d77\u4e3e\u884c\u4e86\u95ed\u95e8\u6d3b\u52a8\uff0c\u6b63\u5f0f\u63a8\u51fa\u5176\u5168\u65b0AI Agent\u4ea7\u54c1\u2014\u2014Neo\uff0c\u5f3a\u8c03\u5176\u5728\u77e5\u8bc6\u521b\u9020\u548cAI\u5e94\u7528\u9886\u57df\u7684\u7a81\u7834\u3002Neo\u5177\u5907\u201c\u65e0\u9650\u4e0a\u4e0b\u6587\u201d\u548c\u201c\u65e0\u9650\u80fd\u52a8\u6027\u201d\uff0c\u80fd\u591f\u5904\u7406\u8d85\u957f\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u52a8\u6001\u751f\u6210\u548c\u8c03\u7528\u5de5\u5177\uff0c\u751a\u81f3\u81ea\u4e3b\u89c4\u5212\u590d\u6742\u4efb\u52a1\u3002\u5b83\u7684\u5f3a\u5927\u77e5\u8bc6\u6574\u5408\u80fd\u529b\u8ba9\u5b83\u80fd\u591f\u5904\u7406\u591a\u6765\u6e90\u7684\u4fe1\u606f\uff0c\u5e76\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u6587\u672c\u3001\u56fe\u50cf\u548c\u4ee3\u7801\u3002\u6b64\u5916\uff0cNeo\u8fd8\u6709\u81ea\u6211\u53cd\u601d\u4e0e\u8fed\u4ee3\u80fd\u529b\uff0c\u80fd\u591f\u5206\u6790\u5e76\u8c03\u6574\u7b56\u7565\u4ee5\u5e94\u5bf9\u5931\u8d25\uff0c\u4f7f\u5176\u5728\u957f\u671f\u4efb\u52a1\u4e2d\u8868\u73b0\u5f97\u66f4\u52a0\u667a\u80fd\u53ef\u9760\u3002Neo\u652f\u6301\u957f\u671f\u4efb\u52a1\u7684\u6267\u884c\uff0c\u4f8b\u5982\u53ef\u4ee5\u8bbe\u7f6e\u957f\u8fbe\u4e00\u5e74\u7684\u4efb\u52a1\u8ba1\u5212\uff0c\u5e76\u4e14\u80fd\u591f\u5b9a\u671f\u66f4\u65b0\u4efb\u52a1\u8fdb\u5ea6\u548c\u7ed3\u679c\u3002\u8fd9\u79cd\u80fd\u529b\u4f7f\u5f97Neo\u53ef\u4ee5\u7528\u4e8e\u957f\u671f\u7684\u9879\u76ee\u7ba1\u7406\u548c\u4fe1\u606f\u8ddf\u8e2a\uff0c\u4f8b\u5982\u4e3a\u7528\u6237\u63d0\u4f9b\u6bcf\u65e5\u66f4\u65b0\u7684\u884c\u4e1a\u52a8\u6001\u3001\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u521b\u4f5c\u7b49\u3002<\/p>\n\n\n\n

issue121 2025.5.19-5.25<\/strong><\/p>\n\n\n\n

\u672c\u5468\u6709\u5fae\u8f6fBuild\u3001Google I\/O\u3001Code with Claude\u7b49\u591a\u4e2a\u6d3b\u52a8\uff0c\u5404\u5bb6\u90fd\u5e26\u6765\u4e86\u91cd\u78c5\u7684\u53d1\u5e03\u3002<\/p>\n\n\n\n

5\u670819\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seed\u56e2\u961f\u516c\u5f00\u4e86\u4ee5\u6a21\u578b\u4e3a\u4e2d\u5fc3\u7684\u4ee3\u7801\u9884\u8bad\u7ec3\u6570\u636e\u6784\u5efa\u6d41\u6c34\u7ebf\uff08Model-centric Data Pipeline\uff09\uff0c\u9a8c\u8bc1\u4e86\u5229\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5bf9\u4ee3\u7801\u6570\u636e\u8fdb\u884c\u8bc4\u5206\u548c\u8fc7\u6ee4\u7684\u6709\u6548\u6027\u3002\u8fd9\u4e00\u65b9\u6cd5\u4e0d\u4ec5\u63d0\u5347\u4e86\u8bed\u8a00\u6a21\u578b\u7684\u6f5c\u529b\uff0c\u51cf\u5c11\u4e86\u4eba\u5de5\u5e72\u9884\uff0c\u8fd8\u589e\u5f3a\u4e86\u6a21\u578b\u5728\u4ee3\u7801\u76f8\u5173\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u7ecf\u8fc7\u5b9e\u9a8c\uff0c\u57fa\u4e8e\u8be5\u6d41\u6c34\u7ebf\u8bad\u7ec3\u76848B\u4ee3\u7801\u6a21\u578b\u7cfb\u5217Seed-Coder\u5728\u4ee3\u7801\u751f\u6210\u548c\u8865\u5168\u7b49\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86\u826f\u597d\u6548\u679c\u3002\u4e3a\u63a8\u52a8\u76f8\u5173\u9886\u57df\u7684\u53d1\u5c55\uff0cSeed\u56e2\u961f\u5c06Seed-Coder\u7cfb\u5217\u5f00\u6e90\uff0c\u5e76\u5206\u4eab\u4e86\u5176\u9884\u8bad\u7ec3\u6570\u636e\u6784\u5efa\u7684\u8be6\u7ec6\u65b9\u6848\u3002<\/p>\n\n\n\n

5\u670819\u65e5\uff0c\u5fae\u8f6f VS Code\u56e2\u961f\u5ba3\u5e03\u5c06GitHub Copilot Chat\u6269\u5c55\u4ee3\u7801\u4ee5MIT\u534f\u8bae\u5f00\u6e90\uff0c\u5e76\u91cd\u6784AI\u529f\u80fd\u81f3\u7f16\u8f91\u5668\u6838\u5fc3\uff0c\u6b63\u5f0f\u5411”\u5f00\u6e90AI\u7f16\u8f91\u5668”\u8f6c\u578b\u3002\u5927\u8bed\u8a00\u6a21\u578b\u8fed\u4ee3\u964d\u4f4e\u95ed\u6e90\u4f9d\u8d56\uff0c\u7edf\u4e00AI\u4ea4\u4e92UI\u6807\u51c6\uff0c\u54cd\u5e94\u6570\u636e\u9690\u79c1\u9700\u6c42\uff0c\u4f9d\u6258\u5f00\u6e90\u793e\u533a\u5f3a\u5316\u5b89\u5168\u9632\u5fa1\u3002\u672a\u6765\u51e0\u5468\u5185\u5b8c\u6210\u4ee3\u7801\u5f00\u6e90\u4e0e\u7ec4\u4ef6\u91cd\u6784\uff0c\u540c\u6b65\u5f00\u6e90\u63d0\u793a\u6d4b\u8bd5\u57fa\u7840\u8bbe\u65bd\uff0c\u786e\u4fdd\u793e\u533a\u8d21\u732e\u9ad8\u6548\u9a8c\u8bc1\uff0c\u6301\u7eed\u805a\u7126\u6027\u80fd\u3001\u6269\u5c55\u6027\u4e0e\u7528\u6237\u4f53\u9a8c\u3002\u6b64\u4e3e\u88ab\u89c6\u4e3aAI\u7f16\u7801\u5de5\u5177\u9886\u57df\u7684”\u5f00\u6e90\u5ba3\u8a00”\uff0c\u6216\u5f15\u53d1\u884c\u4e1a\u5bf9\u7f16\u8f91\u5668AI\u5316\u3001\u900f\u660e\u5316\u7684\u65b0\u4e00\u8f6e\u7ade\u4e89\u3002<\/p>\n\n\n\n

GitHub Copilot\u65b0\u7248\u5c06\u5e2e\u52a9\u5f00\u53d1\u8005\u6267\u884c\u65e5\u5e38\u4efb\u52a1\uff0c\u5982\u91cd\u6784\u4ee3\u7801\u3001\u63d0\u5347\u6d4b\u8bd5\u8986\u76d6\u7387\u3001\u4fee\u590d\u6f0f\u6d1e\u751a\u81f3\u5b9e\u73b0\u65b0\u529f\u80fd\u3002\u73b0\u5728\uff0cGitHub Copilot\u53ef\u5728\u591c\u95f4\u81ea\u52a8\u53d1\u73b0\u5185\u5b58\u6cc4\u6f0f\u95ee\u9898\uff0c\u751f\u6210\u8bca\u65ad\u62a5\u544a\uff0c\u5e76\u5c06\u4fee\u590d\u4efb\u52a1\u5206\u6d3e\u7ed9Copilot\u3002\u6700\u7ec8\uff0cCopilot\u4f1a\u5b8c\u6210\u4ee3\u7801\u4fee\u590d\u3001\u63d0\u4ea4PR\uff0c\u8ba9\u5f00\u53d1\u8005\u7761\u4e2a\u8e0f\u5b9e\u89c9\u3002\u5fae\u8f6fCEO\u7eb3\u5fb7\u62c9\u73b0\u573a\u6f14\u793a\uff0c\u5f53\u60f3\u4f7f\u7528Copilot\u4e3a\u793e\u533a\u9875\u9762\u6dfb\u52a0\u7b5b\u9009\u5668\uff0c\u5b83\u4e0d\u4ec5\u80fd\u591f\u51c6\u786e\u7406\u89e3\u6307\u4ee4\uff0c\u8fd8\u4f1a\u4e3b\u52a8\u63d0\u51fa\u4f18\u5316\u5efa\u8bae\uff0c\u6bd4\u5982\u589e\u52a0\u5c0f\u3001\u4e2d\u3001\u5927\u7684\u7b5b\u9009\u9879\uff0c\u6216\u6309\u7167\u7c7b\u522b\u8fdb\u884c\u5206\u7ec4\u5206\u7c7b\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u5728Build 2025\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\u63a8\u51fa\u591a\u9879\u5173\u952e\u66f4\u65b0\uff0c\u5176\u4e2d\u5907\u53d7\u5173\u6ce8\u7684\u662f\u539f\u751f\u652f\u6301\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff08MCP\uff09\u3002MCP\u53ef\u89c6\u4e3a”AI\u5e94\u7528\u7684USB-C\u7aef\u53e3”\uff0c\u7edf\u4e00AI\u6a21\u578b\u83b7\u53d6\u4fe1\u606f\u548c\u4f7f\u7528\u5de5\u5177\u7684”\u6570\u5b57\u8fde\u63a5”\uff0c\u8ba9\u5404\u79cd\u4e0d\u540c\u7684AI\u5e94\u7528\u6216\u667a\u80fdAgent\u66f4\u65b9\u4fbf\u5730\u63a5\u5165Windows\u751f\u6001\uff0c\u4ece\u800c\u8c03\u7528\u7cfb\u7edf\u8d44\u6e90\u3001\u8bbf\u95ee\u6587\u4ef6\u3001\u9ad8\u6548\u901a\u4fe1\u3002\u4e3a\u52a0\u5feb\u751f\u6001\u5efa\u8bbe\uff0c\u5fae\u8f6f\u5df2\u4e0eOpenAI\u3001Anthropic\u3001Perplexity\u3001Figma\u7b49\u5f00\u53d1\u8005\u5c55\u5f00\u5408\u4f5c\uff0c\u5c06MCP\u80fd\u529b\u9010\u6b65\u96c6\u6210\u8fdb\u66f4\u591a\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002<\/p>\n\n\n\n

\u5fae\u8f6f\u8fd8\u63a8\u51fa\u4e86\u540d\u4e3aNLWeb\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u7b80\u5316\u7f51\u7ad9\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u754c\u9762\u5f00\u53d1\uff0c\u8f7b\u677e\u5c06\u4efb\u610f\u7f51\u7ad9\u8f6c\u5316\u4e3a\u5177\u5907AI\u529f\u80fd\u7684\u667a\u80fd\u5e94\u7528\u5e73\u53f0\u3002\u5fae\u8f6fCEO Satya Nadella\u8868\u793a\uff1a”NLWeb\u5141\u8bb8\u7528\u6237\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u4e0e\u4efb\u4f55\u7f51\u7ad9\u8fdb\u884c\u4ea4\u4e92\u3002\u6211\u4eec\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u667a\u80fd\u4f53\u5316web\u4e16\u754c\u7684HTML\u3002”\u7531\u4e8eNLWeb\u539f\u751f\u652f\u6301MCP\uff0c\u56e0\u6b64\u4eba\u7c7b\u548c\u667a\u80fd\u4f53\u53ef\u4ee5\u4f7f\u7528\u76f8\u540c\u7684\u81ea\u7136\u8bed\u8a00API\u3002\u76f8\u6bd4\u4f20\u7edf\u641c\u7d22\uff0cNLWeb\u66f4\u4fbf\u5b9c\u4e14\u4f7f\u7528\u7b80\u4fbf\uff0c\u4ec5\u9700\u51e0\u884c\u4ee3\u7801\u3001\u4efb\u9009AI\u6a21\u578b\uff0c\u5e76\u8f93\u5165\u7279\u5b9a\u6570\u636e\uff0c\u5373\u53ef\u4e3a\u7528\u6237\u63d0\u4f9b\u5bf9\u8bdd\u5f0f\u4ea4\u4e92\u754c\u9762\u3002<\/p>\n\n\n\n

5\u670819\u65e5\uff0c\u817e\u8baf\u53d1\u5e03AI\u6d4f\u89c8\u5668\uff0c\u8fd9\u662f\u4e00\u6b3e\u57fa\u4e8eAI\u6280\u672f\u7684\u5168\u65b0\u6d4f\u89c8\u5668\u4ea7\u54c1\uff0c\u65e8\u5728\u63d0\u4f9b\u66f4\u667a\u80fd\u3001\u66f4\u4e2a\u6027\u5316\u7684\u7f51\u7edc\u6d4f\u89c8\u4f53\u9a8c\u3002\u8be5\u6d4f\u89c8\u5668\u96c6\u6210\u4e86\u817e\u8baf\u6df7\u5143\u5927\u6a21\u578b\u7684\u80fd\u529b\uff0c\u80fd\u591f\u7406\u89e3\u7528\u6237\u610f\u56fe\uff0c\u63d0\u4f9b\u667a\u80fd\u641c\u7d22\u3001\u5185\u5bb9\u6458\u8981\u3001\u667a\u80fd\u7ffb\u8bd1\u7b49\u529f\u80fd\uff0c\u5927\u5e45\u63d0\u5347\u7528\u6237\u7684\u4fe1\u606f\u83b7\u53d6\u6548\u7387\u3002\u540c\u65f6\uff0cAI\u6d4f\u89c8\u5668\u8fd8\u652f\u6301\u8de8\u5e73\u53f0\u4f7f\u7528\uff0c\u65e0\u8bba\u662fPC\u7aef\u8fd8\u662f\u79fb\u52a8\u7aef\u90fd\u80fd\u83b7\u5f97\u4e00\u81f4\u7684\u4f53\u9a8c\u3002<\/p>\n\n\n\n

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5\u670820\u65e5\uff0cGoogle\u5728I\/O 2025\u5927\u4f1a\u4e0a\u53d1\u5e03Gemini 2.5\u7cfb\u5217\u6a21\u578b\u91cd\u5927\u5347\u7ea7\uff0c\u5f15\u5165\u9ad8\u9636\u63a8\u7406\u6a21\u5f0fDeep Think\uff0c\u63a8\u7406\u6df1\u5ea6\u4e0e\u4e0a\u4e0b\u6587\u7406\u89e3\u663e\u8457\u589e\u5f3a\u3002\u652f\u6301\u539f\u751f\u97f3\u9891\u4ea4\u4e92\u4e0e\u591a\u8bed\u8a00\u8bed\u97f3\u751f\u6210\uff0c\u5b9e\u73b0\u81ea\u7136\u8bed\u97f3\u5bf9\u8bdd\u3002Gemini 2.5 Pro\u7684Deep Think\u57282025\u5e74\u7f8e\u56fd\u6570\u5b66\u5965\u6797\u5339\u514b\uff08USAMO\uff09\u4ee5\u53caLiveCodeBench\uff08\u7f16\u7a0b\u57fa\u51c6\uff09\u6392\u540d\u9886\u5148\uff0c\u5e76\u5728MMMU\uff08\u6d4b\u8bd5\u591a\u6a21\u6001\u63a8\u7406\uff09\u4e2d\u83b7\u5f97\u4e8684.0%\u7684\u5206\u6570\u3002\u540c\u6837\u5f97\u5230\u5347\u7ea7\u7684\u8fd8\u6709\u6ce8\u91cd\u6548\u7387\u7684Gemini 2.5 Flash\uff0c\u5728\u63a8\u7406\u3001\u591a\u6a21\u6001\u3001\u4ee3\u7801\u548c\u957f\u4e0a\u4e0b\u6587\u7b49\u5173\u952e\u57fa\u51c6\u4e0a\u90fd\u6709\u4e86\u6539\u8fdb\uff0c\u540c\u65f6\u5728\u6548\u7387\u4e0a\u66f4\u9ad8\uff0c\u8bc4\u4f30\u4e2d\u4f7f\u7528\u7684tokens\u51cf\u5c11\u4e8620%\u81f330%\u3002Google\u8fd8\u5c55\u793a\u4e86Project Mariner\uff0c\u5177\u5907\u7535\u8111\u64cd\u4f5c\u80fd\u529b\uff0cAI\u53ef\u76f4\u63a5\u63a7\u5236\u684c\u9762\u6267\u884c\u4efb\u52a1\u3002<\/p>\n\n\n\n

Google\u53d1\u5e03\u6700\u65b0\u7684\u89c6\u9891\u751f\u6210\u6a21\u578bVeo 3\uff0c\u662f\u4e00\u6b3e\u652f\u6301\u97f3\u9891\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u80fd\u5728\u57ce\u5e02\u8857\u666f\u4e2d\u6a21\u62df\u4ea4\u901a\u3001\u9e1f\u9e23\uff0c\u751a\u81f3\u89d2\u8272\u5bf9\u8bdd\uff0c\u663e\u8457\u63d0\u5347\u6c89\u6d78\u611f\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u5728\u6587\u672c\u548c\u56fe\u50cf\u63d0\u793a\u7684\u57fa\u7840\u4e0a\u751f\u6210\u89c6\u9891\uff0c\u8fd8\u80fd\u7cbe\u786e\u5b9e\u73b0\u7269\u7406\u73af\u5883\u4e0e\u53e3\u578b\u540c\u6b65\uff0c\u6781\u5927\u63d0\u5347\u4e86\u89c6\u9891\u521b\u4f5c\u7684\u771f\u5b9e\u611f\u3002<\/p>\n\n\n\n

Google\u53d1\u5e03AI\u7535\u5f71\u521b\u4f5c\u5e73\u53f0Flow\uff0cFlow\u5e73\u53f0\u7531Veo 3\u3001Imagen 4\u3001Lyria 2\u4e0eGemini\u9a71\u52a8\uff0c\u652f\u6301\u7528\u81ea\u7136\u8bed\u8a00\u521b\u4f5c\u7535\u5f71\u7ea7\u753b\u9762\u3002\u8d85\u8d8a\u4f20\u7edf\u89c6\u9891\u751f\u6210\u5de5\u5177\uff0cFlow\u53ef\u7406\u89e3\u6545\u4e8b\u903b\u8f91\u3001\u955c\u5934\u8bed\u8a00\u4e0e\u89c6\u89c9\u98ce\u683c\uff0c\u771f\u6b63\u670d\u52a1\u4e8e\u53d9\u4e8b\u521b\u4f5c\uff0c\u5177\u5907\u53ef\u63a7\u955c\u5934\u3001\u526a\u8f91\u3001\u89d2\u8272\u7edf\u4e00\u7b49\u7535\u5f71\u5de5\u4e1a\u7ea7\u80fd\u529b\uff0c\u52a9\u529b\u4e13\u4e1a\u521b\u4f5c\u8005\u9ad8\u6548\u6784\u5efa\u4f5c\u54c1\u3002<\/p>\n\n\n\n

Google AI Ultra\u5168\u529f\u80fd\u65d7\u8230\u8ba2\u9605\u8ba1\u5212\u4e0a\u7ebf\uff0c\u6708\u8d39$250\u7f8e\u5143\uff0c\u4e3a\u521b\u4f5c\u8005\u3001\u5f00\u53d1\u8005\u3001\u7814\u7a76\u8005\u91cf\u8eab\u6253\u9020\u3002\u63d0\u4f9b\u5bf9Gemini 2.5 Pro\u3001Veo 3\u7b49\u9876\u7ea7\u6a21\u578b\u7684\u5b8c\u6574\u4e0e\u65e9\u671f\u8bbf\u95ee\u6743\u9650\uff0c\u96c6\u6210\u89c6\u9891\u751f\u6210\u3001\u5199\u4f5c\u8f85\u52a9\u3001\u5185\u5bb9\u521b\u4f5c\u3001\u4e91\u5b58\u50a8\u3001YouTube Premium\u7b49\u5168\u7ebfAI\u4e0e\u670d\u52a1\u8d44\u6e90\u3002<\/p>\n\n\n\n

Google Search\u6b63\u5f0f\u5207\u6362\u81f3AI Mode\uff0c\u8fc8\u5165\u667a\u80fd\u641c\u7d22\u65f6\u4ee3\u3002\u642d\u8f7dGemini 2.5\uff0c\u8d4b\u4e88\u641c\u7d22\u66f4\u5f3a\u7684\u63a8\u7406\u3001\u4e92\u52a8\u3001\u4e2a\u6027\u5316\u5206\u6790\u4e0e\u4efb\u52a1\u5904\u7406\u80fd\u529b\u3002\u4e0d\u518d\u53ea\u662f\u4fe1\u606f\u68c0\u7d22\uff0c\u800c\u662f\u5b9e\u65f6\u7406\u89e3+\u4e3b\u52a8\u54cd\u5e94+\u667a\u80fd\u6267\u884c\u7684\u65b0\u578b\u641c\u7d22\u52a9\u624b\u3002AI Mode\u5df2\u5728\u7f8e\u56fd\u5168\u9762\u4e0a\u7ebf\uff0c\u65e0\u9700Labs\u5373\u53ef\u4f7f\u7528\u3002\u540e\u7eed\u529f\u80fd\u5982Deep Search\u3001Search Live\u3001\u667a\u80fd\u4ee3\u7406\u5c06\u9646\u7eed\u5f00\u653e\uff0cLabs\u7528\u6237\u4f18\u5148\u4f53\u9a8c\u3002\u53ef\u5728Google App\u6216\u641c\u7d22\u9875\u9762\u76f4\u63a5\u5207\u6362”AI Mode”\u6807\u7b7e\u3002<\/p>\n\n\n\n

Google\u63a8\u51fa\u7f16\u7a0b\u667a\u80fd\u4f53Jules\uff0c\u8fd9\u662f\u4e00\u4f4d\u53ef\u5728\u4e91\u7aef\u8fd0\u884c\u7684\u865a\u62df\u5f00\u53d1\u642d\u6863\uff0c\u8fdc\u8d85\u4f20\u7edf\u4ee3\u7801\u52a9\u624b\u3002\u5b83\u4e0d\u4ec5\u7ed9\u5efa\u8bae\uff0c\u66f4\u53ef\u81ea\u4e3b\u5b8c\u6210\u9879\u76ee\u4efb\u52a1\u3001\u7ba1\u7406\u6d41\u7a0b\u3001\u6267\u884c\u5f00\u53d1\u8ba1\u5212\uff0c\u6807\u5fd7\u7740”Agentic Development\uff08\u4ee3\u7406\u5f0f\u5f00\u53d1\uff09”\u4ece\u5b9e\u9a8c\u8fc8\u5411\u843d\u5730\u5b9e\u7528\u3002Google\u8fd8\u63a8\u51fa\u5168\u65b0AI UI\u8bbe\u8ba1\u5de5\u5177Stitch\uff0c\u4e00\u53e5\u8bdd\u751f\u6210\u5b8c\u6574UI+\u524d\u7aef\u4ee3\u7801\uff0c\u5927\u5e45\u52a0\u901f\u4ea7\u54c1\u5f00\u53d1\u6d41\u7a0b\u3002\u57fa\u4e8eGemini\u4e0eImagen\u6a21\u578b\uff0c\u652f\u6301\u5185\u5bb9\u751f\u6210+\u89c6\u89c9\u8bbe\u8ba1\u4e2a\u6027\u5316\uff0c\u652f\u6301\u591a\u8bed\u8a00\u672c\u5730\u5316\u3001\u4e00\u952e\u5bfc\u51fa\u5e72\u51c0\u4ee3\u7801\uff0c\u5b9e\u73b0\u4ece\u8349\u56fe\u5230\u90e8\u7f72\u7684\u5168\u94fe\u8def\u81ea\u52a8\u5316\u3002<\/p>\n\n\n\n

Google\u53d1\u5e03\u5168\u65b0\u7684AI UI\u8bbe\u8ba1\u5de5\u5177\u2014\u2014Stitch\uff0c\u80fd\u591f\u901a\u8fc7\u4e00\u53e5\u8bdd\u5feb\u901f\u751f\u6210\u5b8c\u6574\u7684\u7528\u6237\u754c\u9762\u548c\u524d\u7aef\u4ee3\u7801\uff0c\u4ece\u800c\u663e\u8457\u52a0\u901f\u4ea7\u54c1\u5f00\u53d1\u6d41\u7a0b\u3002Stitch\u57fa\u4e8eGemini\u548cImagen\u6a21\u578b\uff0c\u4e0d\u4ec5\u652f\u6301\u5185\u5bb9\u751f\u6210\uff0c\u8fd8\u63d0\u4f9b\u89c6\u89c9\u8bbe\u8ba1\u4e2a\u6027\u5316\u9009\u9879\u3002\u6b64\u5916\uff0c\u8be5\u5de5\u5177\u5177\u5907\u591a\u8bed\u8a00\u672c\u5730\u5316\u529f\u80fd\uff0c\u5e76\u4e14\u5141\u8bb8\u7528\u6237\u4e00\u952e\u5bfc\u51fa\u5e72\u51c0\u7684\u4ee3\u7801\uff0c\u5b9e\u73b0\u4ece\u8349\u56fe\u5230\u90e8\u7f72\u7684\u5168\u94fe\u8def\u81ea\u52a8\u5316\uff0c\u63a8\u52a8UI\u8bbe\u8ba1\u7684\u667a\u80fd\u5316\u8fdb\u7a0b\u3002<\/p>\n\n\n\n

Google\u53d1\u5e03Gemini in Chrome\uff0c\u5c06AI\u76f4\u63a5\u5185\u7f6e\u4e8e\u6d4f\u89c8\u5668\u4e2d\u3002\u65e0\u9700\u5207\u6362\u6807\u7b7e\u9875\uff0c\u70b9\u51fbGemini\u56fe\u6807\u5373\u53ef\u83b7\u53d6\u7f51\u9875\u6458\u8981\u3001\u89e3\u91ca\u590d\u6742\u6982\u5ff5\u3001\u5bf9\u7f51\u9875\u5185\u5bb9\u63d0\u95ee\u7b49\u3002\u672a\u6765\u8fd8\u5c06\u652f\u6301\u540c\u65f6\u5206\u6790\u591a\u4e2a\u6807\u7b7e\uff0c\u5e76\u80fd\u6839\u636e\u7528\u6237\u6307\u4ee4\u81ea\u52a8\u6d4f\u89c8\u548c\u64cd\u4f5c\u7f51\u7ad9\u3002\u76ee\u524d\u4ec5\u5bf9Google AI Pro\u548cUltra\u7684\u82f1\u6587\u8ba2\u9605\u7528\u6237\u5f00\u653e\u3002<\/p>\n\n\n\n

Google\u53d1\u5e03\u8f7b\u91cf\u7ea7\u591a\u6a21\u6001AI\u6a21\u578bGemma 3n\uff0c\u54cd\u5e94\u901f\u5ea6\u63d0\u5347\u7ea61.5\u500d\uff0c2GB\u5185\u5b58\u624b\u673a\u4e5f\u80fd\u8fd0\u884c\u3002\u652f\u6301\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\uff0c\u89c6\u9891\u6a21\u6001\u5373\u5c06\u4e0a\u7ebf\u3002\u4e3a\u79fb\u52a8\u8bbe\u5907\u91cf\u8eab\u6253\u9020\uff0c\u662f\u4e0b\u4e00\u4ee3Gemini Nano\u7cfb\u5217\u7684\u6280\u672f\u57fa\u7840\u3002Google\u8fd8\u5c55\u793aAndroid XR\u667a\u80fd\u773c\u955c\u539f\u578b\u673a\uff0c\u652f\u6301\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92+\u957f\u65f6\u8bb0\u5fc6+\u4e0a\u4e0b\u6587\u611f\u77e5\u8f85\u52a9\uff0c\u5229\u7528\u6444\u50cf\u5934+\u9ea6\u514b\u98ce+\u5730\u7406\u4fe1\u606f\uff0c\u7406\u89e3\u7528\u6237\u6240\u5904\u573a\u666f\u5e76\u63d0\u4f9b\u5efa\u8bae\u3002\u65e0\u9700\u5524\u9192\u8bcd\uff0c\u968f\u65f6\u5bf9\u8bdd\uff0c\u5177\u5907\u5bfc\u822a\u3001\u7ffb\u8bd1\u3001\u62cd\u7167\u3001\u67e5\u8d44\u6599\u7b49\u591a\u79cd\u5b9e\u65f6\u8f85\u52a9\u80fd\u529b\uff0c\u6df1\u5ea6\u878d\u5408Gemini\uff0c\u5b9e\u73b0\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u89c6\u89c9AI\u52a9\u624b\uff0c\u8ba9\u667a\u80fd\u773c\u955c\u6210\u4e3a\u4e2a\u4eba\u4fe1\u606f\u4e2d\u67a2\u3002<\/p>\n\n\n\n

Google\u63a8\u51fa\u5b9e\u9a8c\u4ea7\u54c1Sparkify\uff0c\u6587\u672c\u4e00\u952e\u751f\u6210\u52a8\u753b\u77ed\u89c6\u9891\u3002\u57fa\u4e8eGemini\u548cVeo\u6a21\u578b\uff0c\u5c06\u95ee\u9898\u6216\u521b\u610f\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u77ed\u52a8\u753b\uff0c\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\uff0c\u7ed3\u5408\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u751f\u6210\u4e2a\u6027\u5316\u5185\u5bb9\u3002<\/p>\n\n\n\n

Google\u63a8\u51fa\u865a\u62df\u8bd5\u8863\u5de5\u5177\uff0c\u4e0a\u4f20\u81ea\u62cd\u7167\uff0c\u51e0\u79d2\u5185\u751f\u6210\u7a7f\u4e0a\u5546\u54c1\u7684\u771f\u5b9e\u8bd5\u8863\u56fe\u3002\u57fa\u4e8e\u5168\u65b0\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u4e13\u4e3a\u65f6\u5c1a\u9886\u57df\u6253\u9020\uff0c\u5229\u7528\u5168\u7403500\u4ebf\u5546\u54c1\u6570\u636e\uff0c\u652f\u6301\u6bd4\u4ef7\u3001\u641c\u7d22\u3001\u63a8\u8350\u3001\u81ea\u52a8\u652f\u4ed8\u7b49\u5b8c\u6574\u8d2d\u7269\u6d41\u7a0b\uff0c\u4ece\u8bd5\u7a7f\u3001\u9009\u54c1\u5230\u4e0b\u5355\u4e00\u6c14\u5475\u6210\uff0cAI\u6210\u4e3a\u7528\u6237\u7684\u65f6\u5c1a\u642d\u914d\u987e\u95ee\u4e0e\u8d2d\u7269\u52a9\u624b\u3002<\/p>\n\n\n\n

5\u670820\u65e5\uff0c\u706b\u5c71\u5f15\u64ce\u6b63\u5f0f\u63a8\u51fa\u8c46\u5305\u00b7\u8bed\u97f3\u64ad\u5ba2\u6a21\u578b\uff0c\u4f5c\u4e3a\u8c46\u5305\u5927\u6a21\u578b\u8bed\u97f3\u8bed\u8a00\u6280\u672f\u7684\u91cd\u5927\u573a\u666f\u5316\u5347\u7ea7\u6210\u679c\uff0c\u8be5\u6a21\u578b\u57fa\u4e8e\u6d41\u5f0f\u6a21\u578b\u6784\u5efa\uff0c\u5b9e\u73b0\u4e86\u4ece\u6587\u672c\u521b\u4f5c\u5230\u53cc\u4eba\u5bf9\u8bdd\u5f0f\u64ad\u5ba2\u7684\u79d2\u7ea7\u8f6c\u5316\uff0c\u4e3a\u7528\u6237\u5e26\u6765”\u4f4e\u6210\u672c\u3001\u9ad8\u65f6\u6548\u3001\u5f3a\u4e92\u52a8”\u7684\u5168\u65b0\u521b\u4f5c\u4f53\u9a8c\u3002\u65e0\u9700\u590d\u6742\u526a\u8f91\uff0c\u70ed\u70b9\u5185\u5bb9\u5c31\u80fd\u77ac\u95f4\u8f6c\u5316\u4e3a\u751f\u52a8\u64ad\u5ba2\uff0c\u8ba9\u521b\u610f\u843d\u5730\u5feb\u4eba\u4e00\u6b65\u3002\u8be5\u6a21\u578b\u9488\u5bf9\u4f20\u7edfAI\u64ad\u5ba2\u521b\u4f5c\u5b58\u5728\u7684\u5185\u5bb9\u91cd\u590d\u5e9f\u8bdd\u8fde\u7bc7\u3001\u4e0d\u591f\u53e3\u8bed\u5316\u3001\u542c\u611f\u673a\u68b0\u4e14\u7f3a\u4e4f\u4e92\u52a8\u7b49\u95ee\u9898\u8fdb\u884c\u4e86\u91cd\u70b9\u653b\u514b\uff0c\u5e26\u6765\u4e86\u53cc\u4eba\u5bf9\u8bdd\u81ea\u7136\u6d41\u7545\u3001\u64ad\u5ba2\u521b\u4f5c\u9ad8\u6548\u5feb\u6377\u3001\u65f6\u4e8b\u70ed\u70b9\u8ddf\u968f\u4e09\u5927\u6838\u5fc3\u4f18\u52bf\u3002<\/p>\n\n\n\n

5\u670820\u65e5\uff0c\u6d77\u87baMiniMax\u6084\u6084\u5f00\u542f\u667a\u80fd\u4f53\u6d4b\u8bd5\uff0c\u65e0\u9700\u5e7f\u544a\u3001\u9080\u8bf7\u7801\u3002\u8be5\u667a\u80fd\u4f53\u652f\u6301\u89c6\u9891\u751f\u6210\u3001\u8bed\u97f3\u914d\u97f3\u3001\u6e38\u620f\u5f00\u53d1\u7b49\u591a\u79cd\u529f\u80fd\u3002\u7528\u6237\u53ef\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u89c4\u5212\u4efb\u52a1\u3001\u751f\u6210\u4ee3\u7801\u5e76\u6267\u884c\u3002\u8fd8\u652f\u6301\u7f51\u9875\u6e38\u620f\u5f00\u53d1\u548c\u5730\u56fe\u4fe1\u606f\u751f\u6210\uff0c\u4f53\u9a8c\u5730\u5740\u4e3ahttps:\/\/agent.minimax.io\/<\/a> \uff0c\u9700\u4f7f\u7528Google\u90ae\u7bb1\u6ce8\u518c\u3002<\/p>\n\n\n\n

5\u670821\u65e5\uff0c\u98de\u4e66\u53d1\u5e03\u6700\u65b0AI\u529f\u80fd\u98de\u4e66\u77e5\u8bc6\u95ee\u7b54\uff0c\u5b83\u662f\u57fa\u4e8e\u4f01\u4e1a\u77e5\u8bc6\u7684\u4f01\u4e1a\u4e13\u5c5eAI\u95ee\u7b54\u5de5\u5177\uff0c\u63d0\u4f9bB\u7aef\u573a\u666f\u7684AI\u4ef7\u503c\u3002\u5f53\u7528\u6237\u5728\u5de5\u4f5c\u4e2d\u9047\u5230\u95ee\u9898\u65f6\uff0c\u53ef\u968f\u65f6\u5411\u5b83\u63d0\u95ee\uff0c\u5b83\u80fd\u8bbf\u95ee\u6240\u6709\u6d88\u606f\u3001\u6587\u6863\u3001\u77e5\u8bc6\u5e93\u3001\u6587\u4ef6\u7b49\u4fe1\u606f\uff0c\u76f4\u63a5\u7ed9\u51fa\u7cbe\u51c6\u7b54\u6848\u3002\u98de\u4e66\u77e5\u8bc6\u95ee\u7b54\u662f\u4e00\u4e2a\u53ef\u4ee5\u5c06\u4f01\u4e1a\u548c\u4e2a\u4eba\u4fe1\u606f\u805a\u5408\u5230\u4e00\u8d77\uff0c\u5e76\u7406\u89e3\u8fd9\u4e9b\u4fe1\u606f\u7684AI\u5de5\u5177\uff0c\u80fd\u57fa\u4e8e\u6240\u6709\u5728\u7528\u6237\u98de\u4e66\u6d88\u606f\u3001\u6587\u6863\u3001\u77e5\u8bc6\u5e93\u3001\u5999\u8bb0\u3001\u670d\u52a1\u53f0\u4e2d\u7684\u6587\u4ef6\u548c\u6587\u5b57\u4fe1\u606f\u8fdb\u884c\u6df1\u5ea6\u7406\u89e3\uff0c\u7136\u540e\u4e3a\u7528\u6237\u63d0\u4f9b\u76f8\u5f53\u51c6\u786e\u7684\u76f8\u5173\u53cd\u9988\u3002<\/p>\n\n\n\n

5\u670823\u65e5\uff0cAnthropic \u53d1\u5e03 Claude 4 \u7cfb\u5217\u6a21\u578b\uff0c\u5305\u62ec Opus 4 \u548c Sonnet 4\uff0c\u5728\u7f16\u7a0b\u80fd\u529b\u4e0a\u5b9e\u73b0\u91cd\u5927\u7a81\u7834\uff0c\u4f8b\u5982\u5728 SWE-bench \u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u80fd\u5904\u7406\u590d\u6742\u4ee3\u7801\u5e93\u548c\u957f\u65f6\u95f4\u7f16\u7a0b\u4efb\u52a1\u3002\u65b0\u6a21\u578b\u5f15\u5165\u201c\u5de5\u5177\u8f85\u52a9\u7684\u5ef6\u4f38\u601d\u8003\u201d\u3001\u589e\u5f3a\u7684\u8bb0\u5fc6\u80fd\u529b\u548c\u7f16\u7a0b\u52a9\u624b Claude Code\uff0c\u4ee5\u53ca API \u548c MCP \u63a5\u5165\u66f4\u65b0\u3002Claude 4 \u5177\u5907\u66ff\u4ee3\u4eba\u7c7b\u7a0b\u5e8f\u5458\u7684\u6761\u4ef6\uff0c\u76ee\u6807\u662f\u666e\u53ca Agents\uff0c\u6700\u7ec8\u5b9e\u73b0 AGI\u3002Opus 4 \u5728\u4ee3\u7801\u751f\u6210\u4e0e\u7406\u89e3\u3001\u7ea0\u9519\u3001\u67b6\u6784\u5efa\u8bae\u548c\u8bb0\u5fc6\u80fd\u529b\u65b9\u9762\u663e\u8457\u63d0\u5347\u3002Claude Code \u6b63\u5f0f\u53d1\u5e03\u5e76\u6df1\u5ea6\u96c6\u6210\uff0c\u5b9e\u73b0 AI \u72ec\u7acb\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u5929\u5de5\u8d85\u7ea7\u667a\u80fd\u4f53\u2014\u2014Skywork Super Agents\u6b63\u5f0f\u53d1\u5e03\uff0c\u65e0\u9700\u9080\u8bf7\u7801\uff0c\u6ce8\u518c\u5373\u53ef\u4f7f\u7528\u3002Skywork\u5728GAIA\u8bc4\u6d4b\u4e2d\u8d85\u8d8agenspark\u3001manus\u548copenai deep research\uff0c\u767b\u9876\u699c\u9996\u3002\u652f\u6301\u591a\u79cd\u6a21\u6001\u4efb\u52a1\uff0c\u80fd\u4e00\u7ad9\u5f0f\u751f\u6210Word\u6587\u6863\u3001PPT\u6f14\u793a\u6587\u7a3f\u3001Excel\u8868\u683c\u56fe\u8868\u3001Web\u7f51\u9875\u7b49\uff0c\u6240\u6709\u4ea7\u51fa\u5747\u81ea\u5e26\u7cbe\u51c6\u6eaf\u6e90\uff0c\u80fd\u6807\u8bb0\u5230\u6587\u6863\u5185\u5bb9\u6765\u6e90\u6750\u6599\u7684\u539f\u59cb\u4f4d\u7f6e\u3002Skywork\u5185\u7f6edocs\u3001sheets\u3001slides\uff0c\u53ef\u76f4\u63a5\u5728\u865a\u62df\u73af\u5883\u91cc\u751f\u6210Excel\u3001PPT\u548cWord\u6587\u6863\u5e76\u64cd\u4f5c\uff0c\u652f\u6301”\u4ea4\u4e92\u786e\u8ba4+\u5728\u7ebf\u7f16\u8f91+\u591a\u7248\u672c\u81ea\u52a8\u5b58\u50a8+\u591a\u683c\u5f0f\u5bfc\u51fa”\u529f\u80fd\u3002\u5728\u8868\u683c\u751f\u6210\u6a21\u5f0f\u4e0b\uff0c\u8fd8\u80fd\u8ba9AI\u751f\u6210\u6570\u636e\u8868\u683c\u548c\u56fe\u8868\u3002<\/p>\n\n\n\n

Mistral\u4e0e\u5f00\u6e90\u521d\u521b\u516c\u53f8All Hands AI\u5408\u4f5c\uff0c\u63a8\u51fa\u4e86\u4e00\u6b3e\u540d\u4e3aDevstral\u7684\u65b0\u578b\u5f00\u6e90\u8bed\u8a00\u6a21\u578b\u3002Devstral\u62e5\u67092400\u4e07\u53c2\u6570\uff0c\u867d\u7136\u76f8\u8f83\u4e8e\u8bb8\u591a\u7ade\u4e89\u5bf9\u624b\u7684\u6a21\u578b\u53c2\u6570\u8f83\u5c11\uff0c\u4f46\u5176\u4e13\u4e3a\u7f16\u7a0b\u800c\u8bbe\u8ba1\uff0c\u8868\u73b0\u4f18\u5f02\uff0c\u9002\u7528\u4e8e\u4ee3\u7801\u6d4f\u89c8\u3001\u591a\u6587\u4ef6\u7f16\u8f91\u548c\u81ea\u52a8\u5316\u6d4b\u8bd5\u7b49\u4efb\u52a1\u3002\u6b64\u6a21\u578b\u901a\u8fc7Apache 2.0\u8bb8\u53ef\u8bc1\u5f00\u653e\u4f7f\u7528\uff0c\u65e8\u5728\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u52a0\u9ad8\u6548\u7684\u5de5\u5177\uff0c\u52a0\u901f\u7f16\u7a0b\u5de5\u4f5c\u3002<\/p>\n\n\n\n

Suno\u4e0a\u7ebfRemix\u6df7\u97f3\u529f\u80fd\uff0c\u5f00\u542f\u97f3\u4e50\u4e8c\u521b\u65b0\u7eaa\u5143\u3002\u4e09\u79cd\u6a21\u5f0f\u652f\u6301\uff1aCover\uff08\u7ffb\u5531\uff09\u3001Extend\uff08\u7eed\u5199\uff09\u3001Reuse Prompt\uff08\u63d0\u793a\u8bcd\u590d\u7528\uff09\uff0c\u6bcf\u9996Remix\u4fdd\u7559\u6eaf\u6e90\u94fe\uff0c\u521b\u4f5c\u5173\u7cfb\u900f\u660e\u53ef\u67e5\u3002<\/p>\n\n\n\n

xAI\u63a8\u51fa\u5b9e\u65f6\u641c\u7d22API\uff1aLive Search\uff0c\u5b9e\u65f6\u641c\u7d22X\u5e73\u53f0\u3001\u4e92\u8054\u7f51\u548c\u65b0\u95fb\u7b49\u591a\u6570\u636e\u6e90\uff0c\u5f53\u524d\u4e3a\u514d\u8d39Beta\u9636\u6bb5\u3002<\/p>\n\n\n\n

NVIDIA\u5728COMPUTEX2025\u4e0a\u63a8\u51faProject R2X\uff0c\u4e00\u6b3e\u57fa\u4e8eRTX\u5e73\u53f0\u7684AI\u6570\u5b57\u4eba\u52a9\u624b\uff0c\u80fd\u591f\u5728\u672c\u5730\u8fd0\u884c\u5e76\u5177\u6709\u4eba\u7c7b\u822c\u7684\u5916\u89c2\u4e0e\u8bed\u97f3\u4ea4\u4e92\u80fd\u529b\u3002\u8be5\u9879\u76ee\u7ed3\u5408\u4e86RTX Neural Faces\u3001Audio2Face\u548cACE 2.4\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u903c\u771f\u7684\u89c6\u89c9\u548c\u8bed\u97f3\u4e92\u52a8\u3002R2X\u652f\u6301\u6587\u4ef6\u626b\u63cf\u3001\u8bbe\u7f6e\u4f18\u5316\u3001\u6e38\u620f\u6a21\u7ec4\u7ba1\u7406\u7b49\u591a\u9879\u529f\u80fd\uff0c\u5e76\u53ef\u901a\u8fc7\u8bed\u97f3\u4e0e\u7528\u6237\u4e92\u52a8\u3002\u540c\u65f6\uff0c\u5b83\u517c\u5bb9OpenAI\u7684GPT-4o\u548cxAI\u7684Grok\u6a21\u578b\uff0c\u652f\u6301Python\u81ea\u5b9a\u4e49\u5f00\u53d1\u3002\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u4e2a\u4eba\u559c\u597d\u5b9a\u5236\u52a9\u624b\u7684\u5916\u89c2\u3001\u58f0\u97f3\u548c\u6027\u683c\u3002<\/p>\n\n\n\n

issue122 2025.5.26-6.1<\/strong><\/p>\n\n\n\n

OpenAI\u5ba3\u5e03\u6269\u5c55\u5176Responses API\uff0c\u4ee5\u652f\u6301\u8fdc\u7a0b\u8fde\u63a5MCP\u670d\u52a1\u5668\u3001\u56fe\u50cf\u751f\u6210\u3001Code Interpreter\u53ca\u4f18\u5316\u6587\u4ef6\u641c\u7d22\u7b49\u529f\u80fd\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u6784\u5efa\u66f4\u667a\u80fd\u7684\u5e94\u7528\u3002Responses API\u662fOpenAI\u63d0\u4f9b\u7684\u72b6\u6001\u5316API\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u4ee5\u66f4\u7075\u6d3b\u7684\u65b9\u5f0f\u4e0e\u6a21\u578b\u4e92\u52a8\uff0c\u5e76\u652f\u6301\u591a\u79cd\u65b0\u5de5\u5177\u3002\u6b64\u6b21\u6269\u5c55\u4e2d\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u7b80\u4fbf\u5730\u901a\u8fc7\u51e0\u884c\u4ee3\u7801\u8fde\u63a5Cloudflare\u3001HubSpot\u3001Stripe\u7b49MCP\u670d\u52a1\u5668\uff0c\u5168\u9762\u652f\u6301GPT-4o\u548cGPT-4.1\u7cfb\u5217\u63a8\u7406\u6a21\u578b\u3002\u8fd9\u4e00\u6539\u8fdb\u5c06\u663e\u8457\u63d0\u5347\u7528\u6237\u8bbf\u95ee\u6570\u636e\u6e90\u7684\u4fbf\u6377\u6027\u3002<\/p>\n\n\n\n

Black Forest Labs\u63a8\u51faFLUX.1 Kontext\uff0c\u4e00\u6b3e\u65b0\u4e00\u4ee3\u591a\u6a21\u6001\u56fe\u50cf\u751f\u6210\u4e0e\u7f16\u8f91\u6a21\u578b\uff0c\u5177\u6709\u4e0eGPT-4o\u76f8\u5f53\u7684\u56fe\u50cf\u5904\u7406\u80fd\u529b\u3002\u8fd9\u6b3e\u6a21\u578b\u7ed3\u5408\u4e86Photoshop\u548cGPT\u7684\u64cd\u4f5c\u4f53\u9a8c\uff0c\u5b9e\u73b0\u4e86\u81ea\u7136\u7684\u56fe\u6587\u6df7\u5408\u63a7\u5236\uff0c\u63d0\u4f9b\u9ad8\u6548\u7075\u6d3b\u7684\u56fe\u50cf\u64cd\u4f5c\u65b9\u5f0f\u3002FLUX.1 Kontext\u7684\u53d1\u5e03\u6807\u5fd7\u7740\u56fe\u50cf\u751f\u6210\u6280\u672f\u7684\u53c8\u4e00\u91cd\u5927\u8fdb\u5c55\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u52a0\u76f4\u89c2\u548c\u5f3a\u5927\u7684\u521b\u4f5c\u5de5\u5177\u3002<\/p>\n\n\n\n

\u5b57\u8282\u8df3\u52a8\u53d1\u5e03\u56fe\u50cf\u521b\u4f5cAgent\u201c\u5c0f\u4e91\u96c0AI\u201d\uff0c\u65e8\u5728\u63d0\u4f9b\u7c7b\u4f3cLovart\u7684\u667a\u80fd\u521b\u4f5c\u4f53\u9a8c\u3002\u7528\u6237\u53ea\u9700\u4e00\u53e5\u8bdd\u5373\u53ef\u751f\u6210\u56fe\u7247\u548c\u70ed\u95e8\u89c6\u9891\uff0c\u5b9e\u73b0\u7075\u611f\u7684\u5feb\u901f\u8f6c\u5316\u3002\u5c0f\u4e91\u96c0AI\u5177\u5907\u4e3b\u52a8\u601d\u8003\u3001\u667a\u80fd\u6267\u884c\u548c\u5feb\u901f\u4ea4\u4ed8\u7684\u80fd\u529b\uff0c\u4e3a\u521b\u4f5c\u8005\u63d0\u4f9b\u4e86\u4e00\u79cd\u4fbf\u6377\u800c\u9ad8\u6548\u7684\u5de5\u5177\uff0c\u5c06\u521b\u610f\u8f7b\u677e\u53d8\u4e3a\u73b0\u5b9e\u3002<\/p>\n\n\n\n

\u817e\u8baf\u53d1\u5e03\u4e86\u6df7\u5143\u5f00\u6e90\u9879\u76eeHunyuanVideo-Avatar\uff0c\u8be5\u9879\u76ee\u5141\u8bb8\u7528\u6237\u4ec5\u901a\u8fc7\u4e00\u5f20\u4eba\u7269\u56fe\u50cf\u548c\u4e00\u6bb5\u97f3\u9891\uff0c\u4fbf\u53ef\u751f\u6210\u81ea\u7136\u751f\u52a8\u7684\u865a\u62df\u4eba\u52a8\u753b\u89c6\u9891\u3002HunyuanVideo-Avatar\u8fd8\u652f\u6301\u591a\u4e2a\u89d2\u8272\u5728\u540c\u4e00\u573a\u666f\u4e2d\u5404\u81ea\u54cd\u5e94\u4e0d\u540c\u97f3\u9891\uff0c\u4ece\u800c\u5b9e\u73b0\u201c\u7fa4\u50cf\u5bf9\u8bdd\u201d\u6548\u679c\u3002\u8fd9\u9879\u6280\u672f\u4e0d\u4ec5\u63d0\u5347\u4e86\u865a\u62df\u4eba\u521b\u4f5c\u7684\u4fbf\u6377\u6027\u4e0e\u7075\u6d3b\u6027\uff0c\u66f4\u4e3a\u5185\u5bb9\u5236\u4f5c\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u53ef\u80fd\u6027\uff0c\u63a8\u52a8\u4e86\u865a\u62df\u6280\u672f\u7684\u5e94\u7528\u8fdb\u7a0b\u3002<\/p>\n\n\n\n

Claude\u63a8\u51fa\u4e86\u5168\u65b0\u8bed\u97f3\u52a9\u624b\uff0c\u589e\u5f3a\u4e86\u667a\u80fd\u52a9\u7406\u7684\u5b9e\u7528\u6027\u3002\u8be5\u52a9\u624b\u652f\u6301\u8bbf\u95ee\u7528\u6237\u7684\u65e5\u5386\u3001Gmail\u3001Google Drive\u7b49\u4e2a\u4eba\u4fe1\u606f\u6e90\uff0c\u65b9\u4fbf\u7528\u6237\u7ba1\u7406\u65e5\u5e38\u4e8b\u52a1\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u5177\u5907\u8054\u7f51\u641c\u7d22\u529f\u80fd\uff0c\u80fd\u591f\u6839\u636e\u641c\u7d22\u7ed3\u679c\u63d0\u4f9b\u667a\u80fd\u56de\u7b54\u3002\u6b64\u9879\u529f\u80fd\u7684\u63a8\u51fa\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u4e2a\u4eba\u4fe1\u606f\u7ba1\u7406\u7684\u6548\u7387\uff0c\u4e5f\u6269\u5c55\u4e86\u7528\u6237\u4e0e\u667a\u80fd\u52a9\u624b\u4e4b\u95f4\u7684\u4e92\u52a8\u65b9\u5f0f\uff0c\u4e3a\u667a\u80fd\u751f\u6d3b\u589e\u6dfb\u4e86\u66f4\u591a\u53ef\u80fd\u3002<\/p>\n\n\n\n

5\u670828\u65e5\uff0cAnthropic\u5ba3\u5e03\uff0c\u5176AI\u52a9\u624bClaude\u7684\u7f51\u9875\u641c\u7d22\u529f\u80fd\u73b0\u5df2\u5411\u514d\u8d39\u8ba1\u5212\u7528\u6237\u5168\u9762\u5f00\u653e\u3002 \u6b64\u524d\uff0c\u8be5\u529f\u80fd\u4ec5\u9650\u7f8e\u56fd\u4ed8\u8d39\u7528\u6237\u4f7f\u7528\uff0c\u6b64\u6b21\u66f4\u65b0\u6807\u5fd7\u7740Claude\u5728\u5168\u7403\u8303\u56f4\u5185\u7684\u529f\u80fd\u666e\u60e0\u3002<\/p>\n\n\n\n

5\u670828\u65e5\uff0cDeepSeek\u5b98\u65b9\u5ba3\u5e03R1\u6a21\u578b\u5b8c\u6210\u4e86\u5c0f\u7248\u672c\u8bd5\u5347\u7ea7\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u5b98\u65b9\u7f51\u7ad9\u3001APP\u548c\u5c0f\u7a0b\u5e8f\u8fdb\u884c\u4f53\u9a8c\u3002\u793e\u533a\u7528\u6237\u7684\u6d4b\u8bd5\u8868\u660e\uff0cR1\u5728\u7f16\u7a0b\u80fd\u529b\u4e0a\u663e\u8457\u589e\u5f3a\uff0c\u5176\u5728\u751f\u6210\u52a8\u6001\u5929\u6c14\u5361\u7247\u65f6\u8868\u73b0\u51fa\u8272\uff0c\u8bbe\u8ba1\u7ec6\u8282\u4e0e\u4ea4\u4e92\u52a8\u753b\u660e\u663e\u6539\u5584\u3002\u8fd9\u6b21\u66f4\u65b0\u57fa\u4e8eDeepSeek-V3-0324\u8fdb\u884c\u540e\u8bad\u7ec3\uff0c\u53c2\u6570\u8fbe\u5230685B\uff0c\u6807\u5fd7\u7740DeepSeek\u5728\u7f16\u7a0b\u80fd\u529b\u4e0a\u53ef\u4ee5\u4e0e\u65b0\u53d1\u5e03\u7684Claude 4\u4e00\u8f83\u9ad8\u4e0b\u3002<\/p>\n\n\n\n

5\u670830\u65e5\uff0cDeepSeek\u56e2\u961f\u63a8\u51fa\u4e86\u5168\u65b0\u6a21\u578bDeepSeek-R1-0528-Qwen3-8B\uff0c\u8be5\u6a21\u578b\u901a\u8fc7\u84b8\u998fDeepSeek-R1-0528\u7684\u601d\u7ef4\u94fe\u540e\u8bad\u7ec3Qwen3 8B Base\uff0c\u8868\u73b0\u51fa\u8272\u3002\u5728AIME 2024\u4e0a\uff0c\u8be5\u6a21\u578b\u5df2\u8fbe\u5f00\u6e90\u6a21\u578b\u4e2d\u7684\u6700\u5148\u8fdb\u6c34\u5e73\uff08SOTA\uff09\uff0c\u76f8\u8f83\u4e8eQwen3 8B\u63d0\u5347\u4e8610%\u3002\u6b64\u5916\uff0c\u5b83\u7684\u6027\u80fd\u8868\u73b0\u5df2\u5339\u914d\u66f4\u5927\u89c4\u6a21\u7684Qwen3-235B-thinking\uff0c\u663e\u793a\u51faDeepSeek-R1-0528\u601d\u7ef4\u94fe\u5728\u63a8\u7406\u6a21\u578b\u7814\u7a76\u53ca\u5c0f\u89c4\u6a21\u6a21\u578b\u5f00\u53d1\u4e2d\u7684\u91cd\u8981\u6027\u3002<\/p>\n\n\n\n

5\u670829\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u5ba3\u5e03\u4e0e\u5fae\u4fe1\u8bfb\u4e66\u548c\u8d77\u70b9\u8bfb\u4e66\u5b9e\u73b0\u4e86\u6253\u901a\uff0c\u7528\u6237\u5728\u4f7f\u7528\u817e\u8baf\u5143\u5b9d\u65f6\u53ef\u901a\u8fc7\u4e0b\u5212\u7ebf\u94fe\u63a5\u76f4\u63a5\u8df3\u8f6c\u5230\u8fd9\u4e24\u4e2a\u9605\u8bfb\u5e73\u53f0\u3002\u5728\u8fdb\u884c\u4e66\u7c4d\u3001\u4f5c\u8005\u6216\u5173\u952e\u8bcd\u641c\u7d22\u65f6\uff0c\u7ed3\u679c\u9875\u9762\u5c06\u65b0\u589e\u76f8\u5173\u5165\u53e3\uff0c\u4f7f\u7528\u6237\u65e0\u9700\u8df3\u8f6c\u81f3\u5176\u4ed6\u5e94\u7528\u6216\u8005\u7f51\u9875\uff0c\u5c31\u80fd\u5728\u5143\u5b9d\u754c\u9762\u5185\u76f4\u63a5\u9605\u8bfb\u4e66\u7c4d\u3002\u8fd9\u4e00\u5347\u7ea7\u65e8\u5728\u63d0\u5347\u7528\u6237\u7684\u9605\u8bfb\u4f53\u9a8c\u548c\u4fbf\u5229\u6027\uff0c\u8fdb\u4e00\u6b65\u6574\u5408\u817e\u8baf\u7684\u591a\u9879\u670d\u52a1\u3002<\/p>\n\n\n\n

5\u670828\u65e5\uff0cOpera\u516c\u53f8\u53d1\u5e03\u4e86\u5176\u9996\u6b3e\u201cAI\u4ee3\u7406\u201d\u6d4f\u89c8\u5668\u2014Opera Neon\uff0c\u8be5\u6d4f\u89c8\u5668\u6df1\u5ea6\u6574\u5408\u4e86\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u65e8\u5728\u91cd\u65b0\u5b9a\u4e49\u6d4f\u89c8\u5668\u5728\u7f51\u7edc\u4e2d\u7684\u89d2\u8272\u3002Opera Neon\u5177\u5907\u4e0a\u4e0b\u6587\u611f\u77e5\u80fd\u529b\uff0c\u53ef\u4ee5\u7406\u89e3\u7528\u6237\u7684\u610f\u56fe\uff0c\u81ea\u52a8\u5316\u6267\u884c\u591a\u9879\u4efb\u52a1\uff0c\u5305\u62ec\u4ee3\u7801\u7f16\u5199\u548c\u7f51\u7ad9\u521b\u5efa\u3002\u6b64\u5916\uff0c\u5176AI\u5f15\u64ce\u652f\u6301\u79bb\u7ebf\u591a\u4efb\u52a1\u5904\u7406\uff0c\u5e76\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u6d4f\u89c8\u4f53\u9a8c\u3002<\/p>\n\n\n\n

\u6606\u4ed1\u4e07\u7ef4\u5f00\u6e90\u4e86\u5168\u7403\u9996\u4e2a\u57fa\u4e8e\u81ea\u56de\u5f52\u5f3a\u5236\u6269\u6563\u6846\u67b6\u7684\u65e0\u9650\u65f6\u957f\u7535\u5f71\u751f\u6210\u6a21\u578bSkyReels-V2\u3002\u8be5\u6a21\u578b\u80fd\u591f\u7406\u8bba\u4e0a\u65e0\u9650\u5236\u5730\u751f\u6210\u89c6\u9891\uff0c\u5305\u542b\u4e09\u79cd\u5b50\u6a21\u578b\uff1aSkyReels-V2-I2V\uff08\u56fe\u7247\u751f\u6210\u89c6\u9891\uff09\uff0cSkyReels-V2-T2V\uff08\u6587\u672c\u751f\u6210\u89c6\u9891\uff09\u548cSkyReels-V2-DF\uff08\u6269\u6563\u5f15\u5bfc\u6a21\u578b\uff09\u3002\u7279\u522b\u662fSkyReels-V2-DF\u7a81\u7834\u4e86\u4f20\u7edf\u89c6\u9891\u751f\u6210\u6a21\u578b\u65f6\u957f\u7684\u9650\u5236\uff0c\u63d0\u4f9b\u4e861.3B\u548c14B\u4e24\u79cd\u53c2\u6570\u9009\u9879\u3002<\/p>\n\n\n\n

5\u670829\u65e5\uff0c\u5feb\u624b\u53ef\u7075AI\u5ba3\u5e03\u63a8\u51fa\u5168\u65b0\u76842.1\u7cfb\u5217\u6a21\u578b\uff0c\u65e8\u5728\u63d0\u9ad8\u89c6\u9891\u751f\u6210\u7684\u6027\u4ef7\u6bd4\u4e0e\u6548\u7387\u3002\u65b0\u6a21\u578b\u652f\u6301720p\u548c1080p\u753b\u8d28\uff0c\u5176\u4e2d5\u79d2\u89c6\u9891\u7684\u751f\u6210\u6210\u672c\u5206\u522b\u4e3a20\u7075\u611f\u503c\u548c35\u7075\u611f\u503c\uff0c\u6781\u5177\u5438\u5f15\u529b\u3002\u5347\u7ea7\u540e\u76842.1\u5927\u5e08\u7248\u5728\u8bed\u4e49\u54cd\u5e94\u548c\u8fd0\u52a8\u8868\u73b0\u65b9\u9762\u6709\u663e\u8457\u63d0\u5347\uff0c\u80fd\u591f\u8fc5\u901f\u751f\u6210\u9ad8\u54c1\u8d28\u5185\u5bb9\uff0c\u6ee1\u8db3\u66f4\u9ad8\u7aef\u7684\u521b\u4f5c\u9700\u6c42\u3002<\/p>\n\n\n\n

\u5c0f\u7c73\u5f00\u6e90\u4e86\u5176\u5168\u65b0\u591a\u6a21\u6001\u6a21\u578bXiaomi MiMo-VL-7B\uff0c\u5c55\u793a\u4e86\u5728\u56fe\u50cf\u3001\u89c6\u9891\u548c\u8bed\u8a00\u7b49\u4efb\u52a1\u4e0a\u7684\u5353\u8d8a\u8868\u73b0\uff0c\u8be5\u6a21\u578b\u5728\u591a\u6a21\u6001\u63a8\u7406\u4efb\u52a1\u4e2d\u4ee5\u4ec57B\u53c2\u6570\u89c4\u6a21\u5927\u5e45\u8d85\u8d8a\u6807\u6746\u6a21\u578bQwen2.5-VL-7B\u3002\u6b64\u5916\uff0cMiMo-VL-7B\u5728\u591a\u4e2a\u6570\u5b66\u7ade\u8d5b\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u9886\u5148\u4e8e\u53c2\u6570\u8fbe\u523072B\u7684\u963f\u91ccQwen-2.5-VL\u548cQVQ-72B-Preview\uff0c\u751a\u81f3\u5728\u5c0f\u7c73\u5185\u90e8\u5927\u6a21\u578b\u7ade\u6280\u573a\u4e2d\u8d85\u8d8a\u4e86\u95ed\u6e90\u6a21\u578bGPT-4o\uff0c\u6210\u4e3a\u5f00\u6e90\u6a21\u578b\u4e2d\u7684\u9886\u519b\u8005\u3002<\/p>\n\n\n\n

Google\u6084\u7136\u53d1\u5e03\u4e86\u4e00\u6b3e\u5e94\u7528\u7a0b\u5e8f\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u5728\u624b\u673a\u4e0a\u8fd0\u884c\u6765\u81ea Hugging Face \u7684\u4e00\u7cfb\u5217\u516c\u5f00 AI \u6a21\u578b\u3002\u8fd9\u6b3e\u540d\u4e3aGoogle AI Edge Gallery \u7684\u5e94\u7528\u76ee\u524d\u9002\u7528\u4e8e Android \u7cfb\u7edf\uff0c\u5e76\u5c06\u5f88\u5feb\u767b\u9646 iOS \u7cfb\u7edf\u3002<\/p>\n\n\n\n

issue123 2025.6.2-6.8<\/strong><\/p>\n\n\n\n

6\u67082\u65e5\uff0c\u5fae\u8f6f\u9762\u5411Windows 11 24H2\u7528\u6237\u63a8\u51fa\u66f4\u65b0\uff0c\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u5728\u8fd0\u884cWindows 11 Build 26100.4202+\u7684\u8bbe\u5907\u4e0a\uff0c\u901a\u8fc7\u81ea\u5b9a\u4e49\u952e\u76d8\u4e0a\u7684Copilot\u952e\u6216Win+C\u7ec4\u5408\u952e\uff0c\u53ef\u9009\u62e9\u5c06\u5176\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u5524\u8d77ChatGPT\u3002\u4e0d\u8fc7\uff0c\u76ee\u524d\u8be5\u81ea\u5b9a\u4e49\u9009\u9879\u76f8\u5bf9\u6709\u9650\uff0c\u4ec5\u652f\u6301Copilot\u3001ChatGPT\u548cMicrosoft 365 Copilot\uff0c\u65e0\u6cd5\u7ed1\u5b9a\u5230\u5176\u4ed6\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n\n\n\n

Cursor\u6b63\u5f0f\u53d1\u5e03\u4e861.0\u7248\u672c\uff0c\u5e26\u6765\u4e86\u8bf8\u591a\u529f\u80fd\u66f4\u65b0\u3002\u5176\u4e2d\uff0cBugbot\u529f\u80fd\u80fd\u591f\u81ea\u52a8\u68c0\u67e5\u5e76\u4e00\u952e\u4fee\u590dGitHub\u4e2d\u7684\u4ee3\u7801\u7f3a\u9677\u3002\u6b64\u5916\uff0cBeta\u7248\u7684\u8bb0\u5fc6\uff08Memories\uff09\u529f\u80fd\u4f7fCursor\u80fd\u591f\u4ece\u7528\u6237\u7684\u4ea4\u4e92\u4e2d\u5b66\u4e60\u4ee3\u7801\u5e93\u7684\u89c4\u5f8b\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u3002MCP\u63d2\u4ef6\u5b9e\u73b0\u4e86\u4e00\u952e\u5b89\u88c5\uff0c\u65b9\u4fbf\u7528\u6237\u6269\u5c55\u529f\u80fd\u3002\u540e\u53f0\u667a\u80fd\u4f53\uff08Background Agent\uff09\u73b0\u5df2\u4e0a\u7ebf\uff0c\u652f\u6301Slack\u96c6\u6210\u5e76\u65b0\u589eJupyter Notebooks\u652f\u6301\uff0c\u65e8\u5728\u670d\u52a1\u7814\u7a76\u4eba\u5458\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u3002\u540c\u65f6\uff0cCursor\u8fd8\u589e\u5f3a\u4e86\u5e76\u884c\u7f16\u8f91\u3001\u804a\u5929\u4e92\u52a8\u53ca\u7ba1\u7406\u754c\u9762\u3002<\/p>\n\n\n\n

6\u67084\u65e5\uff0cOpenAI\u5ba3\u5e03\u5176ChatGPT\u5e94\u7528\u7684\u6700\u65b0\u66f4\u65b0\uff1a\u8bb0\u5f55\u6a21\u5f0f\u3002\u66f4\u65b0\u540e\uff0cMac\u7248ChatGPT\u5e94\u7528\u4e2d\u65b0\u589e\u4e86\u201c\u5f55\u97f3\u201d\u6309\u94ae\uff0c\u7528\u6237\u70b9\u51fb\u540e\u53ef\u5f55\u5236\u97f3\u9891\u5e76\u5b9e\u65f6\u8f6c\u5f55\u3002\u8f6c\u5f55\u5185\u5bb9\u5c06\u88ab\u6574\u7406\u4e3a\u7ed3\u6784\u5316\u7b14\u8bb0\uff0c\u5305\u62ec\u6458\u8981\u3001\u5173\u952e\u70b9\u7b49\u3002\u8fd9\u4e00\u529f\u80fd\u7684\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\u5176\u4e0d\u9700\u53c2\u4e0e\u4f1a\u8bae\uff0c\u53ea\u9700\u901a\u8fc7\u8bbe\u5907\u76d1\u542c\u751f\u6210\u7b14\u8bb0\u3002\u6b64\u5916\uff0cOpenAI\u8fd8\u63a8\u51fa\u4e86\u5bf9\u591a\u79cd\u4e91\u5b58\u50a8\u670d\u52a1\u7684\u96c6\u6210\u529f\u80fd\uff0c\u652f\u6301Google Drive\u3001Dropbox\u7b49\u5e73\u53f0\u3002<\/p>\n\n\n\n

6\u67085\u65e5\uff0cQwen\u6b63\u5f0f\u63a8\u51faQwen3-Embedding\u4e0eQwen3-Reranker\u7cfb\u5217\uff0c\u591a\u8bed\u8a00\u6587\u672c\u5d4c\u5165\u6a21\u578b\u548c\u76f8\u5173\u6027\u91cd\u6392\u6a21\u578b\u3002\u8be5\u7cfb\u5217\u63d0\u4f9b0.6B\u30014B\u548c8B\u7b49\u591a\u4e2a\u7248\u672c\uff0c\u652f\u6301119\u79cd\u8bed\u8a00\uff0c\u5e76\u5728MMTEB\u3001MTEB\u548cMTEB-Code\u4e0a achieved SOTA\u7ea7\u522b\u3002\u540c\u65f6\uff0c\u8fd9\u4e9b\u6a21\u578b\u5df2\u5728Hugging Face\u3001GitHub\u548cModelScope\u4e0a\u5f00\u6e90\uff0c\u5e76\u53ef\u901a\u8fc7\u963f\u91cc\u4e91\u767e\u70bc\u5e73\u53f0\u7684API\u4f7f\u7528\u3002\u6b64\u7cfb\u5217\u53ef\u5e94\u7528\u4e8e\u6587\u6863\u68c0\u7d22\u3001RAG\u3001\u5206\u7c7b\u3001\u60c5\u611f\u5206\u6790\u3001\u4ee3\u7801\u641c\u7d22\u7b49\u591a\u79cd\u573a\u666f\uff0c\u7528\u4e8e\u66ff\u4ee3\u4e0a\u4e00\u4ee3\u5d4c\u5165\u548c\u91cd\u6392\u6a21\u578b\u3002<\/p>\n\n\n\n

6\u67085\u65e5\uff0cGoogle\u53d1\u5e03Gemini-2.5-Pro\uff0806-05\uff09\u6a21\u578b\uff0c\u5e76\u5728AI Studio\u4e2d\u4e0a\u7ebf\uff0c\u518d\u6b21\u5728\u5404\u9879\u7ade\u6280\u4e2d\u593a\u5f97\u7b2c\u4e00\u540d\u3002\u8be5\u6a21\u578b\u5728\u6587\u672c\u3001\u89c6\u89c9\u548cWeb\u5f00\u53d1\u9886\u57df\u5747\u4f4d\u5217\u9996\u4f4d\uff0c\u5e76\u5728\u56f0\u96be\u3001\u7f16\u7801\u3001\u6570\u5b66\u3001\u521b\u610f\u3001\u591a\u8f6e\u5bf9\u8bdd\u3001\u6307\u4ee4\u9075\u5faa\u548c\u957f\u67e5\u8be2\u7b49\u591a\u4e2a\u7c7b\u522b\u4e2d\u53d6\u5f97\u4f18\u5f02\u6210\u7ee9\u3002<\/p>\n\n\n\n

ElevenLabs\u6b63\u5f0f\u53d1\u5e03\u6700\u65b0\u6587\u672c\u8f6c\u8bed\u97f3\u6a21\u578bEleven v3\uff08Alpha\u7248\uff09\uff0c\u88ab\u8a89\u4e3a\u8fc4\u4eca\u6700\u5177\u8868\u73b0\u529b\u7684AI\u8bed\u97f3\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5728\u8bed\u97f3\u5408\u6210\u7684\u81ea\u7136\u5ea6\u548c\u60c5\u611f\u8868\u8fbe\u80fd\u529b\u4e0a\u5b9e\u73b0\u4e86\u9769\u547d\u6027\u63d0\u5347\uff0c\u652f\u630170\u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u5904\u7406\u591a\u89d2\u8272\u5bf9\u8bdd\uff0c\u6a21\u62df\u771f\u5b9e\u4ea4\u8c08\u4e2d\u7684\u8bed\u6c14\u53d8\u5316\u548c\u60c5\u611f\u8d77\u4f0f\u3002\u6b64\u5916\uff0c\u65b0\u589e\u7684\u97f3\u9891\u6807\u7b7e\u529f\u80fd\uff0c\u5982[sad]\u3001[angry]\u6216[laughs]\uff0c\u4f7f\u7528\u6237\u53ef\u7cbe\u786e\u63a7\u5236\u8bed\u97f3\u7684\u60c5\u611f\u8868\u8fbe\uff0c\u4e3a\u5185\u5bb9\u521b\u4f5c\u8005\u63d0\u4f9b\u4e86\u6781\u5927\u7684\u7075\u6d3b\u6027\uff0c\u7279\u522b\u9002\u7528\u4e8e\u7535\u5f71\u914d\u97f3\u548c\u97f3\u9891\u4e66\u5236\u4f5c\u3002<\/p>\n\n\n\n

\u5373\u68a6\u7684\u201c\u56fe\u72473.0\u201d\u518d\u5ea6\u91cd\u78c5\u66f4\u65b0\uff0c\u5e26\u6765\u4e86\u667a\u80fd\u53c2\u8003\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u4e00\u952e\u57ab\u56fe\u3002\u6b64\u529f\u80fd\u4e0d\u4ec5\u80fd\u9ad8\u6548\u5904\u7406\u8bbe\u8ba1\u5e08\u7684\u53c2\u8003\u56fe\uff0c\u8fd8\u5177\u5907\u5f3a\u5927\u7684\u56fe\u50cf\u53d8\u6362\u80fd\u529b\uff0c\u6bd4\u5982\u5c06\u5317\u4eac\u7684\u5b57\u4f53\u8bbe\u8ba1\u8f7b\u677e\u8f6c\u6362\u4e3a\u4e0a\u6d77\u98ce\u683c\u3002\u7528\u6237\u53ea\u9700\u4e0a\u4f20\u56fe\u50cf\u5e76\u7b80\u5355\u6307\u793a\uff0c\u5982\u201c\u53d8\u6210\u4e0a\u6d77\u201d\uff0cAI\u4fbf\u4f1a\u81ea\u52a8\u8c03\u6574\u5730\u6807\u548c\u8bbe\u8ba1\u5143\u7d20\uff0c\u5c55\u73b0\u51fa\u60ca\u4eba\u7684\u7ec6\u8282\u3002\u8fd9\u6b21\u66f4\u65b0\u4e3a\u666e\u901a\u7528\u6237\u548c\u8bbe\u8ba1\u5e08\u63d0\u4f9b\u4e86\u524d\u6240\u672a\u6709\u7684\u4fbf\u5229\u3002<\/p>\n\n\n\n

6\u67086\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u7684Seed\u56e2\u961f\u53d1\u5e03\u4e86\u56fe\u50cf\u7f16\u8f91\u6a21\u578bSeedEdit 3.0\uff0c\u76ee\u524d\u5df2\u5728\u5373\u68a6\u7f51\u9875\u7aef\u8fdb\u884c\u6d4b\u8bd5\uff0c\u5e76\u5c06\u4e8e\u8c46\u5305App\u4e0a\u7ebf\u3002\u65b0\u7248\u672c\u57fa\u4e8eSeedream 3.0\uff0c\u901a\u8fc7\u591a\u6837\u5316\u6570\u636e\u878d\u5408\u548c\u7279\u5b9a\u5956\u60e9\u673a\u5236\uff0c\u663e\u8457\u63d0\u5347\u56fe\u50cf\u4e3b\u4f53\u3001\u80cc\u666f\u53ca\u7ec6\u8282\u7684\u4fdd\u6301\u80fd\u529b\uff0c\u5c24\u5176\u5728\u4eba\u50cf\u7f16\u8f91\u548c\u80cc\u666f\u66f4\u6539\u65b9\u9762\u8868\u73b0\u7a81\u51fa\u3002SeedEdit 3.0\u53ef\u4ee5\u5904\u7406\u751f\u62104K\u56fe\u50cf\uff0c\u7cbe\u786e\u8bc6\u522b\u5e76\u53bb\u9664\u4e0d\u5fc5\u8981\u7684\u5143\u7d20\uff0c\u4f8b\u5982\u573a\u666f\u5185\u7684\u884c\u4eba\u53ca\u5176\u5f71\u5b50\u3002\u6b64\u5916\uff0c\u6a21\u578b\u5728\u5149\u5f71\u53d8\u5316\u548c\u7ec6\u8282\u5904\u7406\u4e0a\u4e5f\u5c55\u73b0\u51fa\u9ad8\u7ea7\u7684\u6e32\u67d3\u80fd\u529b\uff0c\u8fdb\u4e00\u6b65\u63d0\u9ad8\u4e86\u56fe\u7247\u7f16\u8f91\u7684\u5b9e\u7528\u6027\u3002<\/p>\n\n\n\n

issue124 2025.6.9-6.15<\/strong><\/p>\n\n\n\n

6\u670811\u65e5\uff0cOpenAI\u6b63\u5f0f\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u6a21\u578bo3-pro\uff0c\u73b0\u5df2\u5728ChatGPT Pro\u548cTeam\u8d26\u6237\u4e2d\u5f00\u653e\uff0c\u4f01\u4e1a\u7528\u6237\u9884\u8ba1\u5c06\u57286\u670817\u65e5\u83b7\u5f97\u8bbf\u95ee\u6743\u9650\u3002\u4f5c\u4e3ao3\u7cfb\u5217\u7684\u9ad8\u9636\u7248\u672c\uff0co3-pro\u4e13\u4e3a\u590d\u6742\u7684\u79d1\u5b66\u3001\u6570\u5b66\u548c\u7f16\u7a0b\u95ee\u9898\u4f18\u5316\uff0c\u5177\u5907\u8d85\u9ad8\u53ef\u9760\u6027\u548c\u663e\u8457\u7684\u5b66\u672f\u6027\u80fd\uff0c\u7279\u522b\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u6bd4\u524d\u4ee3\u6a21\u578bo1-pro\u548c\u6807\u51c6\u7248o3\u8868\u73b0\u66f4\u4f73\uff0c\u8bef\u5dee\u7387\u4e0b\u964d37%\u3002\u6b64\u5916\uff0co3-pro\u652f\u6301\u591a\u79cd\u4e13\u4e1a\u5de5\u5177\u7684\u6df1\u5ea6\u6574\u5408\uff0c\u5305\u62ec\u5b9e\u65f6\u7f51\u9875\u68c0\u7d22\u548c\u4ee3\u7801\u6267\u884c\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u8be5\u6a21\u578b\u7684\u54cd\u5e94\u65f6\u95f4\u8f83\u957f\uff0c\u7ea6\u4e3ao1-pro\u76842.8\u500d\uff0c\u4e14API\u8c03\u7528\u6210\u672c\u4e3ao3\u76842.3\u500d\u3002<\/p>\n\n\n\n

6\u670811\u65e5\uff0c\u6cd5\u56fd\u4eba\u5de5\u667a\u80fd\u516c\u53f8Mistral\u63a8\u51fa\u4e86\u5176\u9996\u4e2a\u63a8\u7406\u6a21\u578b\u7cfb\u5217Magistral\uff0c\u65e8\u5728\u4e0eOpenAI\u548cDeepSeek\u7b49\u7ade\u4e89\u5bf9\u624b\u5c55\u5f00\u7ade\u4e89\u3002\u8be5\u6a21\u578b\u4e13\u6ce8\u4e8e\u6b27\u6d32\u8bed\u8a00\u903b\u8f91\u63a8\u7406\uff0c\u5c24\u5176\u64c5\u957f\u6570\u5b66\u548c\u7f16\u7801\u65b9\u9762\u7684\u95ee\u9898\u3002Magistral\u5305\u62ec\u4e24\u4e2a\u7248\u672c\uff0c\u901a\u8fc7\u9010\u6b65\u63a8\u7406\u7684\u65b9\u6cd5\u63d0\u9ad8\u5728\u6570\u5b66\u548c\u7269\u7406\u7b49\u4e3b\u9898\u4e0a\u7684\u4e00\u81f4\u6027\u548c\u53ef\u9760\u6027\u3002Mistral\u7684CEO\u4e9a\u745f\u00b7\u95e8\u65bd\u8868\u793a\uff0cMagistral\u5c06\u52a9\u529b\u6b27\u6d32\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u8ffd\u8d76\u5168\u7403\u9886\u5148\u8005\u3002<\/p>\n\n\n\n

6\u670811\u65e5\uff0c\u5728\u706b\u5c71\u5f15\u64ceForce\u539f\u52a8\u529b\u5927\u4f1a\u4e0a\uff0c\u8c46\u5305\u5927\u6a21\u578b\u6b63\u5f0f\u5347\u7ea7\u81f31.6\u7248\u672c\uff0c\u63d0\u5347\u4e86\u5176\u63a8\u7406\u3001\u6570\u5b66\u3001\u6307\u4ee4\u9075\u5faa\u548cAgent\u7b49\u591a\u9879\u80fd\u529b\u3002\u8c46\u53051.6-thinking\u6a21\u578b\u5728\u591a\u4e2a\u6743\u5a01\u6d4b\u8bc4\u96c6\u4e0a\u8fbe\u5230\u5168\u7403\u7b2c\u4e00\u68af\u961f\u6c34\u5e73\uff1aGPQA Diamond\u6d4b\u8bd5\u6210\u7ee9\u8fbe\u523081.5\u5206\uff1b\u6570\u5b66\u6d4b\u8bc4AIME25\u6210\u7ee9\u8fbe\u523086.3\u5206\uff0c\u76f8\u6bd4\u8c46\u53051.5\u6df1\u5ea6\u601d\u8003\u6a21\u578b\u5927\u5e45\u63d0\u534712.3\u5206\u3002\u8c46\u5305\u5927\u6a21\u578b1.6\u7cfb\u5217\u5747\u652f\u6301\u6df1\u5ea6\u601d\u8003\u3001\u591a\u6a21\u6001\u7406\u89e3\u3001256k\u957f\u4e0a\u4e0b\u6587\u3001\u56fe\u5f62\u754c\u9762\u64cd\u4f5c\u7b49\u80fd\u529b\uff0c\u80fd\u591f\u66f4\u597d\u5730\u652f\u6301\u590d\u6742Agent\u7684\u6784\u5efa\uff0c\u4fc3\u8fdbAI\u751f\u4ea7\u529b\u7684\u63d0\u5347\u3002\u76ee\u524d\uff0c\u8c46\u5305\u5927\u6a21\u578b1.6\u7cfb\u5217\u5df2\u5728\u706b\u5c71\u5f15\u64ce\u4e0a\u7ebf\uff0c\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u53ef\u8c03\u7528API\u4f53\u9a8c\u3002<\/p>\n\n\n\n

6\u670811\u65e5\uff0c\u5728\u706b\u5c71\u5f15\u64ceForce\u539f\u52a8\u529b\u5927\u4f1a\u4e0a\uff0cSeedance 1.0 pro\u89c6\u9891\u751f\u6210\u6a21\u578b\u6b63\u5f0f\u53d1\u5e03\u3002\u8be5\u6a21\u578b\u652f\u6301\u6587\u5b57\u548c\u56fe\u7247\u8f93\u5165\uff0c\u80fd\u591f\u751f\u6210\u591a\u955c\u5934\u65e0\u7f1d\u5207\u6362\u76841080p\u9ad8\u8d28\u91cf\u89c6\u9891\u3002Seedance 1.0 pro\u4e13\u6ce8\u4e8e\u6ee1\u8db3\u5f71\u89c6\u521b\u4f5c\u8005\u7684\u9700\u6c42\uff0c\u7279\u522b\u662f\u5728\u6307\u4ee4\u9075\u5faa\u3001\u8fd0\u52a8\u7a33\u5b9a\u6027\u548c\u753b\u9762\u8d28\u91cf\u7b49\u65b9\u9762\u3002\u540c\u65f6\uff0c\u6a21\u578b\u5728\u52a8\u6001\u56fe\u50cf\u751f\u6210\u53ca\u63a8\u7406\u901f\u5ea6\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u73b0\u5df2\u5728\u706b\u5c71\u5f15\u64ce\u3001\u8c46\u5305App\u548c\u5373\u68a6AI\u7b49\u5e73\u53f0\u5bf9\u5916\u5f00\u653e\u3002\u6b64\u5916\uff0c\u4f1a\u8bae\u8fd8\u53d1\u5e03\u4e86\u65b0\u7684\u8c46\u5305\u00b7\u8bed\u97f3\u64ad\u5ba2\u6a21\u578b\uff0c\u6587\u672c\u79d2\u8f6c\u53cc\u4eba\u5bf9\u8bdd\u64ad\u5ba2\uff0c\u4ece\u6d4b\u8bd5\u6548\u679c\u770b\uff0c\u9644\u548c\u3001\u63d2\u8bdd\u90fd\u8868\u73b0\u5f97\u975e\u5e38\u81ea\u7136\u3002<\/p>\n\n\n\n

Figma\u63a8\u51fa\u4e86\u5b98\u65b9\u7684MCP\u670d\u52a1\uff0c\u65e8\u5728\u7b80\u5316\u8bbe\u8ba1\u4e0e\u4ee3\u7801\u4e4b\u95f4\u7684\u4ea4\u4e92\u3002\u8be5\u670d\u52a1\u91c7\u7528SSE\u8fde\u63a5\uff0c\u514d\u9664\u7528\u6237\u7e41\u7410\u7684\u914d\u7f6e\u3002\u4e0e\u975e\u5b98\u65b9\u7684MCP\u76f8\u6bd4\uff0c\u5b98\u65b9\u7248\u672c\u80fd\u591f\u83b7\u53d6\u66f4\u591a\u8be6\u7ec6\u7684\u8bbe\u8ba1\u4fe1\u606f\u548c\u7d20\u6750\u3002\u8be5MCP\u53ef\u4ee5\u4f20\u8f93\u7ec4\u4ef6\u3001\u53d8\u91cf\u3001\u6837\u5f0f\u7b49\u5143\u6570\u636e\uff0c\u51cf\u5c11\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u641c\u7d22\u4e0e\u63a8\u7406\u8d1f\u62c5\uff0c\u63d0\u9ad8\u4ee3\u7801\u751f\u6210\u7684\u51c6\u786e\u6027\u4e0e\u6548\u7387\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u63d0\u4f9b\u9ad8\u5c42\u6b21\u7684\u8bbe\u8ba1\u622a\u56fe\uff0c\u5e2e\u52a9LLM\u7406\u89e3\u7f51\u9875\u7ed3\u6784\u4e0e\u54cd\u5e94\u5f0f\u5e03\u5c40\u3002<\/p>\n\n\n\n

Windsurf\u63a8\u51fa\u4e86\u4e00\u6b3e\u5d4c\u5165AI\u7684\u6d4f\u89c8\u5668\uff0c\u65e8\u5728\u63d0\u5347\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u6548\u7387\u3002\u8be5\u6d4f\u89c8\u5668\u80fd\u591f\u81ea\u52a8\u611f\u77e5\u7528\u6237\u5728\u6d4f\u89c8\u5668\u4e2d\u7684\u64cd\u4f5c\u548c\u4e0a\u4e0b\u6587\uff0c\u7b80\u5316\u4fe1\u606f\u6d41\u901a\uff0c\u5f25\u8865\u5728\u67e5\u9605\u6587\u6863\u548c\u8c03\u8bd5\u8fc7\u7a0b\u4e2d\u7684\u4fe1\u606f\u65ad\u5c42\u3002Windsurf\u5f3a\u8c03\u201c\u6d41\u610f\u8bc6\u201d\uff0c\u4f7fAI\u4e0e\u7528\u6237\u5171\u4eab\u64cd\u4f5c\u65f6\u95f4\u7ebf\uff0c\u5f7c\u6b64\u4e86\u89e3\u6bcf\u4e00\u6b65\u64cd\u4f5c\u3002\u6d4f\u89c8\u5668\u7684\u7279\u8272\u529f\u80fd\u5305\u62ec\u5168\u6d41\u7a0b\u534f\u540c\uff0cAI\u53ef\u4ee5\u8bbf\u95ee\u6240\u6709\u6253\u5f00\u7684\u6807\u7b7e\u9875\uff0c\u81ea\u52a8\u83b7\u53d6\u9875\u9762\u5185\u5bb9\u3001\u65e5\u5fd7\u548cDOM\u4fe1\u606f\uff0c\u5b9e\u73b0\u4e0e\u7f16\u8f91\u5668\u53ca\u7ec8\u7aef\u7684\u65e0\u7f1d\u5bf9\u63a5\u3002\u6b64\u5916\uff0c\u4f5c\u4e3aChromium\u5206\u652f\uff0cWindsurf\u4fdd\u6301\u4e86\u5e38\u89c4\u6d4f\u89c8\u5668\u7684\u6240\u6709\u529f\u80fd\uff0c\u5f00\u53d1\u8005\u80fd\u591f\u50cf\u4f7f\u7528\u666e\u901a\u6d4f\u89c8\u5668\u4e00\u6837\u8fdb\u884c\u64cd\u4f5c\u3002<\/p>\n\n\n\n

ChatGPT Projects\u65b0\u589e\u591a\u9879\u529f\u80fd\u4ee5\u589e\u5f3a\u7528\u6237\u4f53\u9a8c\u3002\u9996\u5148\uff0c\u5e73\u53f0\u5f15\u5165\u4e86\u8bed\u97f3\u6a21\u5f0f\u4e0e\u6587\u4ef6\u4e0a\u4f20\uff0c\u652f\u6301\u66f4\u4e30\u5bcc\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u6b64\u5916\uff0c\u65b0\u4e0a\u7ebf\u7684\u8bb0\u5fc6\u529f\u80fd\u5141\u8bb8\u7528\u6237\u5728\u9879\u76ee\u4e2d\u5f15\u7528\u5386\u53f2\u5bf9\u8bdd\u5185\u5bb9\uff0c\u63d0\u5347\u4e86\u5bf9\u8bdd\u7684\u4e00\u81f4\u6027\u548c\u8fde\u8d2f\u6027\u3002\u7528\u6237\u8fd8\u53ef\u4ee5\u8f7b\u677e\u8fdb\u884c\u6a21\u578b\u5207\u6362\u3001\u9879\u76ee\u8f6c\u5316\uff0c\u5e76\u751f\u6210\u72ec\u7acb\u5206\u4eab\u94fe\u63a5\uff0c\u4ee5\u4fbf\u4e8e\u534f\u4f5c\u548c\u5171\u4eab\u3002\u53e6\u5916\uff0cGPTs\u4e5f\u6b63\u5f0f\u652f\u6301\u4e86\u6a21\u578b\u9009\u62e9\u529f\u80fd\uff0c\u652f\u6301\u9009\u62e9\u6240\u6709\u5728\u7ebf\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n

Imagen 4\u6a21\u578b\u767b\u9646Gemini\u7f51\u9875\u7248\uff0c\u7528\u6237\u53ef\u5728Gemini\u804a\u5929\u4e2d\u901a\u8fc7\u6700\u65b0\u7684\u751f\u56fe\u6a21\u578b\u5b9e\u65f6\u751f\u6210\u56fe\u50cf\u3002<\/p>\n\n\n\n

Manus\u5ba3\u5e03\u63a5\u5165Veo3\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u5e76\u63a8\u51fa\u4e86\u4e00\u9879\u5168\u514d\u8d39\u7684AI\u804a\u5929\u6a21\u5f0f\uff0c\u7528\u6237\u53ef\u4ee5\u65e0\u9650\u5236\u5730\u4f7f\u7528\u8be5\u670d\u52a1\uff0c\u53ea\u9700\u4e0d\u5207\u6362\u5230Agent\u6a21\u578b\u5373\u53ef\u3002\u8fd9\u9879\u529f\u80fd\u4f7f\u5f97\u7528\u6237\u5728\u8fdb\u884c\u5bf9\u8bdd\u65f6\u53ef\u4ee5\u81ea\u7531\u83b7\u53d6\u7b54\u6848\uff0c\u5e76\u5728\u5b8c\u6210\u521d\u6b65\u804a\u5929\u540e\uff0c\u9009\u62e9\u5207\u6362\u5230Agent\u6a21\u5f0f\u7ee7\u7eed\u6267\u884c\u4efb\u52a1\uff0c\u4ece\u800c\u6709\u6548\u8282\u7701\u79ef\u5206\u3002<\/p>\n\n\n\n

Genspark\u53d1\u5e03\u4e86\u4e00\u6b3e\u5168\u65b0\u7684AI\u6d4f\u89c8\u5668\uff0c\u5b98\u65b9\u58f0\u79f0\u8be5\u4ea7\u54c1\u5177\u5907\u6781\u901f\u6d4f\u89c8\u3001\u5e7f\u544a\u62e6\u622a\u3001\u5168\u80fd\u667a\u80fd\u4f53\u4ee5\u53ca\u81ea\u52a8\u9a7e\u9a76\u6a21\u5f0f\u7b49\u7279\u70b9\u3002\u6b64\u5916\uff0c\u6d4f\u89c8\u5668\u8fd8\u63d0\u4f9b\u4e86MCP\u5546\u5e97\uff0c\u4e3a\u7528\u6237\u5e26\u6765\u66f4\u591a\u667a\u80fd\u529f\u80fd\u548c\u5e94\u7528\u9009\u62e9\u3002<\/p>\n\n\n\n

\u5468\u9e3f\u794e\u5728\u7eb3\u7c73AI\u8d85\u7ea7\u667a\u80fd\u4f53\u7684\u53d1\u5e03\u4f1a\u4e0a\u900f\u9732\u4e86\u7eb3\u7c73AI Note\uff0c\u8fd9\u6b3eAI\u667a\u80fd\u5f55\u97f3\u786c\u4ef6\u80fd\u591f\u4e0e\u4e2a\u4eba\u77e5\u8bc6\u5e93\u8054\u63a5\uff0c\u9002\u7528\u4e8e\u5de5\u4f5c\u4f1a\u8bae\u3001\u5546\u52a1\u62dc\u8bbf\u7b49\u591a\u4e2a\u9ad8\u9891\u573a\u666f\u3002\u6b64\u5916\uff0c\u7eb3\u7c73AI\u8fd8\u4e0eRokid\u63a8\u51fa\u8054\u540d\u6b3eAI\u773c\u955c\uff0c\u6269\u5c55\u4e86\u7eb3\u7c73AI\u5728\u667a\u80fd\u7a7f\u6234\u9886\u57df\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n

\u7f8e\u56e2\u53d1\u5e03\u4e86\u5176\u9996\u6b3eAI\u7f16\u7a0b\u5de5\u5177”NoCode”\uff0c\u8fd9\u662f\u4e00\u6b3e\u5bf9\u8bdd\u5f0fAI\u7f16\u7801\u667a\u80fd\u4f53\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u4e0e\u8be5\u5de5\u5177\u8fdb\u884c\u591a\u8f6e\u4ea4\u4e92\uff0c\u5b9e\u73b0\u81ea\u52a8\u7f16\u7801\u548c\u90e8\u7f72\uff0c\u9002\u7528\u4e8e\u7f51\u7ad9\u3001\u5c0f\u7a0b\u5e8f\u7b49\u5e94\u7528\u7684\u5f00\u53d1\uff0c\u7279\u522b\u4e3a\u96f6\u57fa\u7840\u7528\u6237\u8bbe\u8ba1\u3002NoCode\u96c6\u6210\u4e86\u7f8e\u56e2\u81ea\u7814\u7684LongCat\u6a21\u578b\uff0c\u65e8\u5728\u7b80\u5316\u7f16\u7801\u6d41\u7a0b\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8f7b\u677e\u5904\u7406\u6570\u636e\u5206\u6790\u3001\u539f\u578b\u8bbe\u8ba1\u7b49\u4efb\u52a1\u3002<\/p>\n\n\n\n

\u817e\u8baf\u6b63\u5f0f\u53d1\u5e03\u5e76\u5168\u9762\u5f00\u6e90\u4e86\u6df7\u51433D 2.1\u6a21\u578b\u3002\u8be5\u6a21\u578b\u652f\u6301PBR\u7269\u7406\u6e32\u67d3\uff0c\u80fd\u9ad8\u7cbe\u5ea6\u8fd8\u539f\u771f\u5b9e\u6750\u8d28\uff0c\u5355\u5f20\u56fe\u751f\u62103D\u6a21\u578b\u4ec5\u970030\u79d2\u3002\u5f97\u76ca\u4e8e\u5176\u9ad8\u6548\u67b6\u6784\uff0c\u7528\u6237\u5728\u5355\u5f20\u6d88\u8d39\u7ea7GPU\u4e0a\u5373\u53ef\u5b8c\u6210\u90e8\u7f72\u548c\u63a8\u7406\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u4f7f\u7528\u95e8\u69db\uff0c\u4e3a\u6e38\u620f\u3001\u52a8\u6f2b\u3001\u7535\u5546\u7b49\u884c\u4e1a\u5e26\u6765\u9769\u547d\u6027\u7684\u6548\u7387\u63d0\u5347\u3002<\/p>\n\n\n\n

issue125 2025.6.16-6.22<\/strong><\/p>\n\n\n\n

6\u670817\u65e5\uff0c\u901a\u4e49\u5927\u6a21\u578b\u56e2\u961f\u5ba3\u5e03Qwen3\u5168\u7cfb\u6a21\u578b\u5df2\u5168\u9762\u9002\u914dMLX\u6846\u67b6\uff0c\u5e76\u63a8\u51fa32\u6b3e\u91cf\u5316\u6a21\u578b\uff0c\u4ee5\u6ee1\u8db3AI\u5f00\u53d1\u8005\u7684\u9700\u6c42\u3002MLX\u662f\u4e00\u4e2a\u4e13\u4e3a\u82f9\u679c\u82af\u7247\u6df1\u5ea6\u4f18\u5316\u7684\u5f00\u6e90\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff0c\u80fd\u9ad8\u6548\u8bad\u7ec3\u548c\u90e8\u7f72AI\u5927\u6a21\u578b\u3002\u65b0\u53d1\u5e03\u7684Qwen3\u6a21\u578b\u63d0\u4f9b4bit\u30016bit\u30018bit\u548cBF16\u56db\u79cd\u4e0d\u540c\u7cbe\u5ea6\u7684\u91cf\u5316\u7248\u672c\uff0c\u80fd\u5728\u4eceMac Pro\u3001Mac Studio\u5230Mac mini\u548cMacBook\u7b49\u591a\u79cd\u8bbe\u5907\u4e2d\u8f7b\u677e\u90e8\u7f72\uff0c\u751a\u81f3\u652f\u6301\u5185\u5b58\u66f4\u5c0f\u7684iPhone\u3002\u6b64\u4e3e\u5b9e\u73b0\u4e86\u5168\u573a\u666f\u8986\u76d6\uff0c\u517c\u987e\u6027\u80fd\u548c\u4f4e\u529f\u8017\u90e8\u7f72\u3002<\/p>\n\n\n\n

6\u670817\u65e5\uff0c\u6708\u4e4b\u6697\u9762\u63a8\u51fa\u5168\u65b0\u5f00\u6e90\u4ee3\u7801\u5927\u6a21\u578bKimi-Dev-72B\uff0c\u8be5\u6a21\u578b\u5728\u8f6f\u4ef6\u5de5\u7a0b\u4efb\u52a1\u7684SWE-bench Verified\u7f16\u7a0b\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u4e86\u5168\u7403\u6700\u9ad8\u7684\u5f00\u6e90\u6a21\u578b\u6210\u7ee9\uff0c\u4ee572B\u53c2\u6570\u91cf\u8d85\u8d8a\u4e86\u53c2\u6570\u91cf\u9ad8\u8fbe671B\u7684DeepSeek-R1\uff0c\u5f97\u520660.4%\uff0c\u521b\u4e0bSOTA\u8bb0\u5f55\u3002Kimi-Dev-72B\u901a\u8fc7\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u4f18\u5316\uff0c\u80fd\u81ea\u4e3b\u4fee\u590dDocker\u4e2d\u7684\u771f\u5b9e\u5b58\u50a8\u5e93\uff0c\u5e76\u786e\u4fdd\u89e3\u51b3\u65b9\u6848\u7684\u6b63\u786e\u6027\u4e0e\u7a33\u5065\u6027\u3002\u8be5\u6a21\u578b\u73b0\u5df2\u5728Hugging Face\u548cGitHub\u4e0a\u5f00\u653e\u4e0b\u8f7d\uff0c\u9644\u5e26\u6a21\u578b\u6743\u91cd\u548c\u6e90\u4ee3\u7801\uff0c\u6280\u672f\u62a5\u544a\u4e5f\u5c06\u63a8\u51fa\u3002<\/p>\n\n\n\n

6\u670817\u65e5\uff0cMiniMax\u53d1\u5e03\u4e86\u5168\u7403\u9996\u4e2a\u5f00\u6e90\u5927\u89c4\u6a21\u6df7\u5408\u67b6\u6784\u7684\u63a8\u7406\u6a21\u578bMiniMax-M1\uff0c\u53c2\u6570\u89c4\u6a21\u4e3a4560\u4ebf\uff0c\u5176\u6027\u80fd\u8d85\u8d8aDeepSeek-R1\u3002M1\u652f\u6301\u9ad8\u8fbe100\u4e07\u4e0a\u4e0b\u6587\u8f93\u5165\u548c8\u4e07token\u63a8\u7406\u8f93\u51fa\uff0c\u5728\u590d\u6742\u4efb\u52a1\u4e0a\u8868\u73b0\u5353\u8d8a\u3002\u6a21\u578b\u8bad\u7ec3\u4f7f\u7528\u4e86512\u5757H800\uff0c\u6210\u672c\u7ea6\u4e3a385\u4e07\u5143\uff0c\u8fdc\u4f4e\u4e8e\u9884\u671f\u3002MiniMax-M1\u5728APP\u548cWeb\u4e0a\u65e0\u9650\u91cf\u514d\u8d39\u4f7f\u7528\uff0c\u5e76\u63a8\u51fa\u4e86\u591a\u6863API\u5b9a\u4ef7\uff0c\u65e8\u5728\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u5177\u6027\u4ef7\u6bd4\u7684\u9009\u62e9\u3002\u6280\u672f\u62a5\u544a\u4e5f\u5df2\u516c\u5f00\uff0c\u8fdb\u4e00\u6b65\u652f\u6301\u793e\u533a\u5e94\u7528\u3002<\/p>\n\n\n\n

6\u670818\u65e5\uff0cMiniMax\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u89c6\u9891\u751f\u6210\u6a21\u578b\u6d77\u87ba02\u3002\u6d77\u87ba02\u80fd\u591f\u5b9e\u73b0\u590d\u6742\u8fd0\u52a8\u548c\u903c\u771f\u7269\u7406\u6548\u679c\uff0c\u9002\u7528\u4e8e\u9ad8\u96be\u5ea6\u6742\u6280\u8868\u6f14\u7b49\u591a\u79cd\u573a\u666f\u3002\u8be5\u6a21\u578b\u65b0\u589e\u52a0\u4e861080p\u539f\u751f\u89c6\u9891\u521b\u4f5c\u529f\u80fd\uff0c\u652f\u6301\u5728Web\u3001APP\u53ca\u5f00\u653e\u5e73\u53f0API\u4e2d\u4f7f\u7528\u3002\u901a\u8fc7\u566a\u58f0\u611f\u77e5\u7b97\u529b\u91cd\u5206\u914d\u67b6\u6784\uff08NCR\uff09\uff0c\u6d77\u87ba02\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u6548\u7387\u63d0\u5347\u4e862.5\u500d\uff0c\u8fc5\u901f\u5728\u89c6\u9891\u751f\u6210\u5e02\u573a\u5360\u636e\u4e86\u7b2c\u4e8c\u4f4d\u3002<\/p>\n\n\n\n

6\u670818\u65e5\uff0cGoogle\u53d1\u5e03\u4e86Gemini 2.5\u7cfb\u5217\u7684\u66f4\u65b0\uff0c\u5305\u62ecFlash\u548cPro\u6a21\u578b\u7684\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u4ee5\u53ca\u5168\u65b0\u7684Flash-Lite\u9884\u89c8\u7248\u3002\u8fd9\u4e00\u66f4\u65b0\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u66f4\u5e7f\u6cdb\u7684\u9009\u62e9\uff0c\u8986\u76d6\u4ece\u9ad8\u6027\u4ef7\u6bd4\u5230\u9876\u7ea7\u6027\u80fd\u7684\u9700\u6c42\u3002Flash-Lite\u662f\u6700\u5177\u6210\u672c\u6548\u76ca\u7684\u7248\u672c\uff0c\u9002\u5408\u9ad8\u9891\u4efb\u52a1\uff0c\u4ef7\u683c\u4e3a\u8f93\u5165$0.10\/\u767e\u4e07token\uff0c\u8f93\u51fa$0.40\/\u767e\u4e07token\u3002Flash\u6a21\u578b\u5219\u662f\u65e5\u5e38\u4efb\u52a1\u7684\u7406\u60f3\u9009\u62e9\uff0c\u800cPro\u6a21\u578b\u4e13\u4e3a\u590d\u6742\u4efb\u52a1\u8bbe\u8ba1\uff0c\u4ef7\u683c\u4e3a\u8f93\u5165$1.25\/\u767e\u4e07token\uff0c\u8f93\u51fa$10.00\/\u767e\u4e07token\u3002\u6240\u6709\u7248\u672c\u73b0\u5df2\u5728Google AI Studio\u4e0a\u53ef\u7528\u3002<\/p>\n\n\n\n

6\u670818\u65e5\uff0cGoogle\u5728\u5176Android\u548ciOS\u5e94\u7528\u4e2d\u63a8\u51fa\u4e86\u201c\u5b9e\u65f6\u641c\u7d22\u201d\u529f\u80fd\uff0c\u652f\u6301\u8bed\u97f3\u8f93\u5165\uff0c\u76ee\u524d\u5728\u7f8e\u56fd\u5bf9\u53c2\u4e0eAI Mode\u5185\u6d4b\u7684\u7528\u6237\u5f00\u653e\u3002\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u4e0e\u641c\u7d22\u8fdb\u884c\u81ea\u7136\u6d41\u7545\u7684\u5bf9\u8bdd\uff0c\u5e76\u63a2\u7d22\u6765\u81ea\u7f51\u7edc\u7684\u94fe\u63a5\uff0c\u975e\u5e38\u9002\u5408\u5728\u51fa\u884c\u6216\u591a\u4efb\u52a1\u5904\u7406\u4e2d\u4f7f\u7528\uff0c\u4f8b\u5982\u6253\u5305\u65f6\u3002\u7528\u6237\u53ea\u9700\u6253\u5f00\u8c37\u6b4c\u5e94\u7528\uff0c\u70b9\u51fb\u65b0\u7684\u201c\u5b9e\u65f6\u201d\u56fe\u6807\uff0c\u53e3\u5934\u8be2\u95ee\uff0c\u4f8b\u5982\uff1a\u201c\u6709\u4ec0\u4e48\u6280\u5de7\u53ef\u4ee5\u9632\u6b62\u4e9a\u9ebb\u88d9\u5728\u884c\u674e\u7bb1\u4e2d\u76b1\u8d77\uff1f\u201d\u7cfb\u7edf\u4f1a\u63d0\u4f9bAI\u751f\u6210\u7684\u8bed\u97f3\u56de\u5e94\uff0c\u7528\u6237\u4e5f\u53ef\u4ee5\u8f7b\u677e\u8ddf\u8fdb\u63d0\u95ee\uff0c\u6bd4\u5982\uff1a\u201c\u5982\u679c\u8fd8\u662f\u76b1\u4e86\u8be5\u600e\u4e48\u529e\uff1f\u201d\u5c4f\u5e55\u4e0a\u8fd8\u4f1a\u663e\u793a\u6613\u4e8e\u8bbf\u95ee\u7684\u94fe\u63a5\uff0c\u65b9\u4fbf\u7528\u6237\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u76f8\u5173\u5185\u5bb9\u3002<\/p>\n\n\n\n

6\u670818\u65e5\uff0c\u817e\u8baf\u53d1\u5e03AI\u6b4c\u5531\u6a21\u578bLeVo\uff0c\u652f\u63013\u79d2\u97f3\u9891\u514b\u9686\u58f0\u97f3\u7279\u5f81\uff0c\u5728\u6b4c\u8bcd\u5bf9\u9f50\u80fd\u529b\u4e0a\u8d85\u8d8aSuno4.5\uff0c\u5b9e\u73b0\u9ad8\u4fdd\u771f\u97f3\u4e50\u751f\u6210\u3002<\/p>\n\n\n\n

6\u670819\u65e5\uff0cMidjourney\u5ba3\u5e03\u6b63\u5f0f\u63a8\u51fa\u5176\u9996\u4e2a\u89c6\u9891\u6a21\u578bV1\uff0c\u7528\u6237\u53ef\u5c06\u751f\u6210\u7684\u56fe\u50cf\u901a\u8fc7\u201cAnimate\u201d\u529f\u80fd\u8f6c\u5316\u4e3a\u52a8\u753b\u3002\u6b64\u6b21\u66f4\u65b0\u652f\u6301\u81ea\u52a8\u548c\u624b\u52a8\u52a8\u753b\u8bbe\u5b9a\uff0c\u5e76\u63d0\u4f9b\u9ad8\u3001\u4f4e\u52a8\u6001\u6a21\u5f0f\u4ee5\u9002\u5e94\u4e0d\u540c\u89c6\u89c9\u9700\u6c42\u3002\u6b64\u5916\uff0c\u7528\u6237\u8fd8\u80fd\u4e0a\u4f20\u5916\u90e8\u56fe\u7247\u8fdb\u884c\u52a8\u753b\u751f\u6210\uff0c\u6bcf\u6bb5\u89c6\u9891\u521d\u59cb\u4e3a5\u79d2\uff0c\u53ef\u5ef6\u957f\u81f320\u79d2\u3002\u8be5\u670d\u52a1\u5f53\u524d\u4e3a\u7f51\u9875\u7aef\u4e13\u5c5e\uff0c\u751f\u6210\u6210\u672c\u7ea6\u4e3a\u56fe\u50cf\u76848\u500d\uff0c\u8fdc\u4f4e\u4e8e\u884c\u4e1a\u5e73\u5747\uff0c\u4e3a\u5b9e\u65f6\u6a21\u62df\u548c3D\u4e92\u52a8\u7cfb\u7edf\u94fa\u8def\u3002<\/p>\n\n\n\n

6\u670819\u65e5\uff0cMiniMax\u53d1\u5e03\u4e86\u5176\u5168\u65b0\u901a\u7528\u667a\u80fd\u4f53\u4ea7\u54c1\u2014\u2014MiniMax Agent\u3002\u8be5AI Agent\u5177\u5907\u5353\u8d8a\u7684\u957f\u7a0b\u590d\u6742\u4efb\u52a1\u5904\u7406\u80fd\u529b\uff0c\u8bbe\u8ba1\u521d\u8877\u662f\u6210\u4e3a\u201c\u9760\u8c31\u7684\u6570\u5b57\u5458\u5de5\u201d\u3002MiniMax Agent\u7684\u6838\u5fc3\u529f\u80fd\u5305\u62ec\u5f3a\u5927\u7684\u7f16\u7a0b\u80fd\u529b\u3001\u9886\u5148\u7684\u591a\u6a21\u6001\u8f93\u51fa\u80fd\u529b\u548c\u5f00\u653e\u7684MCP\u751f\u6001\uff0c\u8fd9\u4f7f\u5f97\u5b83\u80fd\u9ad8\u6548\u7406\u89e3\u590d\u6742\u9700\u6c42\u5e76\u5b8c\u6210\u591a\u7ef4\u4efb\u52a1\u3002\u6b64\u5916\uff0cMiniMax Agent\u91c7\u7528\u5206\u5c42\u534f\u4f5c\u67b6\u6784\u548c\u957f\u7a0b\u8bb0\u5fc6\u673a\u5236\uff0c\u80fd\u591f\u5728\u591a\u9879\u957f\u65f6\u95f4\u4efb\u52a1\u4e2d\u81ea\u6211\u53cd\u601d\u548c\u8c03\u6574\u7b56\u7565\uff0c\u5c55\u73b0\u4e86\u8d85\u5f3a\u7684\u4ea4\u4ed8\u80fd\u529b\uff0c\u6b63\u5728\u79ef\u6781\u8d4b\u80fd\u201c\u8d85\u7ea7\u4e2a\u4f53\u201d\u3002<\/p>\n\n\n\n

6\u670819\u65e5\uff0c\u901a\u4e49APP\u7ffb\u8bd1\u529f\u80fd\u5168\u9762\u5347\u7ea7\uff0c\u6210\u4e3a\u201c\u6700\u5f3a\u7ffb\u8bd1\u7efc\u5408\u4f53\u201d\uff0c\u8986\u76d6\u6587\u5b57\u3001\u540c\u4f20\u3001\u6587\u6863\u3001\u56fe\u7247\u56db\u5927\u6838\u5fc3\u573a\u666f\uff0c\u652f\u6301119\u79cd\u8bed\u8a00\u548c\u65b9\u8a00\uff0c\u51c6\u786e\u7387\u4e0e\u4ea4\u4e92\u4f53\u9a8c\u5927\u5e45\u63d0\u5347\u3002\u540c\u4f20\u7ffb\u8bd1\u652f\u630110\u5927\u8bed\u79cd\uff0c\u4e0d\u9650\u65f6\u514d\u8d39\u4f7f\u7528\uff1b\u56fe\u7247\u7ffb\u8bd1\u53ef\u4fdd\u7559\u6392\u7248\u7ed3\u6784\uff0c\u6587\u6863\u7ffb\u8bd1\u80fd\u81ea\u52a8\u751f\u6210\u603b\u7ed3\u4e0e\u8111\u56fe\u3002<\/p>\n\n\n\n

6\u670820\u65e5\uff0cGoogle\u5728\u5b89\u5353\u548ciOS\u7684\u8c37\u6b4c\u5e94\u7528\u7a0b\u5e8f\u4e2d\u63a8\u51fa\u4e86\u5e26\u8bed\u97f3\u8f93\u5165\u7684\u5b9e\u65f6\u641c\u7d22\u529f\u80fd\u3002\u7f8e\u56fd\u7684\u5b9e\u9a8c\u5ba4\u6ce8\u518c\u7528\u6237\u53ef\u4ee5\u4f53\u9a8c\u8fd9\u4e00\u65b0\u7279\u6027\uff0c\u901a\u8fc7\u53e3\u5934\u63d0\u95ee\u4e0eAI\u8fdb\u884c\u6d41\u7545\u7684\u5bf9\u8bdd\uff0c\u6781\u5927\u4fbf\u5229\u4e86\u65c5\u9014\u4e2d\u6216\u591a\u4efb\u52a1\u5904\u7406\u7684\u7528\u6237\u3002\u4f8b\u5982\uff0c\u7528\u6237\u53ef\u4ee5\u8be2\u95ee\u201c\u9632\u6b62\u4e9a\u9ebb\u8fde\u8863\u88d9\u5728\u624b\u63d0\u7bb1\u4e2d\u8d77\u76b1\u7684\u6280\u5de7\u662f\u4ec0\u4e48\uff1f\u201d\u5e76\u6536\u5230AI\u751f\u6210\u7684\u97f3\u9891\u56de\u5e94\u3002\u540c\u65f6\uff0c\u5c4f\u5e55\u4e0a\u4e5f\u4f1a\u663e\u793a\u76f8\u5173\u94fe\u63a5\uff0c\u65b9\u4fbf\u7528\u6237\u6df1\u5165\u63a2\u7d22\u7f51\u7edc\u5185\u5bb9\u3002<\/p>\n\n\n\n

6\u670820\u65e5\uff0cChatGPT\u6b63\u5728\u7070\u5ea6\u6d4b\u8bd5\u6df1\u5ea6\u6574\u5408\u8c37\u6b4c\u7684Gmail\u548c\u65e5\u5386\u529f\u80fd\u3002\u8be5\u66f4\u65b0\u4f7f\u5f97ChatGPT\u80fd\u591f\u5206\u6790\u7528\u6237\u6536\u5230\u7684\u90ae\u4ef6\u5185\u5bb9\u5e76\u81ea\u52a8\u751f\u6210\u56de\u590d\uff0c\u751a\u81f3\u6574\u7406\u51fa\u5927\u7eb2\u548c\u4ee3\u529e\u4e8b\u9879\u6e05\u5355\u3002\u76ee\u524d\uff0c\u8be5\u529f\u80fd\u5df2\u63a5\u5165Gmail\uff0c\u4f46\u7528\u6237\u4ec5\u5728\u6df1\u5ea6\u7814\u7a76\u4e2d\u53ef\u4ee5\u8c03\u7528\u3002\u672a\u6765\uff0c\u7528\u6237\u80fd\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8981\u6c42AI\u603b\u7ed3\u90ae\u4ef6\u5185\u5bb9\u548c\u521b\u5efa\u65e5\u5386\u4e8b\u4ef6\uff0c\u5b9e\u73b0\u4fe1\u606f\u7684\u9ad8\u6548\u7ba1\u7406\u3002\u636e\u6089\uff0c\u6b64\u529f\u80fd\u53ef\u80fd\u5c06\u57282-3\u4e2a\u6708\u5185\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u65e8\u5728\u5c06ChatGPT\u6253\u9020\u6210\u66f4\u5177\u4e0a\u4e0b\u6587\u7406\u89e3\u548c\u534f\u4f5c\u80fd\u529b\u7684\u667a\u80fd\u52a9\u624b\u3002<\/p>\n\n\n\n

6\u670820\u65e5\uff0cMiniMax\u53d1\u5e03\u4e86Hailuo Video Agent\uff0c\u8fd9\u662f\u4e00\u4e2a\u5206\u9636\u6bb5\u7684\u89c6\u9891\u751f\u6210\u667a\u80fd\u4f53\u3002\u7b2c\u4e00\u9636\u6bb5\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u4e0a\u4f20\u56fe\u7247\u6216\u8f93\u5165\u6587\u5b57\uff0c\u8f7b\u677e\u751f\u6210\u9ad8\u8d28\u91cf\u89c6\u9891\uff0c\u8986\u76d6\u591a\u79cd\u521b\u610f\u6a21\u677f\uff0c\u5982\u5e7f\u544a\u3001\u52a8\u6001\u5199\u771f\u7b49\u3002\u4e0a\u4f20\u56fe\u7247\u540e\uff0cHailuo\u4f1a\u81ea\u52a8\u5206\u6790\u5e76\u751f\u6210\u89c6\u9891\u5185\u5bb9\u3002\u672a\u6765\u7684\u7b2c\u4e8c\u9636\u6bb5\u5c06\u5b9e\u73b0\u7528\u6237\u5728\u89c6\u9891\u5236\u4f5c\u4e2d\u7684\u81ea\u7531\u7f16\u8f91\uff0c\u6700\u7ec8\u9636\u6bb5\u5219\u662f\u5b8c\u5168\u81ea\u52a8\u5316\u751f\u6210\u89c6\u9891\u3002\u521d\u6b65\u4f53\u9a8c\u663e\u793a\uff0cHailuo Video Agent\u5728\u4fdd\u6301\u56fe\u50cf\u4e00\u81f4\u6027\u53ca\u751f\u6210\u591a\u6837\u6027\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u521b\u4f5c\u95e8\u69db\uff0c\u9002\u5408\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u521b\u4f5c\u8005\u548c\u7535\u5546\u7b49\u591a\u79cd\u573a\u666f\u3002<\/p>\n\n\n\n

6\u670821\u65e5\uff0cMiniMax\u53d1\u5e03\u4e86\u4e00\u6b3e\u8bed\u97f3\u8bbe\u8ba1\uff08Voice Design\uff09\u5de5\u5177\u3002\u8be5\u5de5\u5177\u57fa\u4e8e\u6700\u65b0\u8bed\u97f3\u8bbe\u8ba1\u6a21\u578b\uff0c\u7531\u7528\u6237\u5728\u201cPrompt\u201d\u6587\u672c\u6846\u4e2d\u8f93\u5165\u4efb\u610f\u63d0\u793a\u8bcd\uff0c\u4fbf\u53ef\u751f\u6210\u53ef\u5b9a\u5236\u7684\u591a\u79cd\u8bed\u8a00\u58f0\u97f3\u3002\u7528\u6237\u8fd8\u80fd\u5728\u201cText to Preview\u201d\u6846\u4e2d\u8f93\u5165\u6700\u591a300\u4e2a\u5b57\u7b26\u7684\u6587\u672c\uff0c\u751f\u6210\u591a\u8fbe3\u79cd\u4e0d\u540c\u97f3\u8272\u548c\u98ce\u683c\u7684\u8bed\u97f3\u3002\u8bed\u97f3\u6ce8\u518c\u9875\u9762\u5141\u8bb8\u586b\u5199\u540d\u79f0\u3001\u9009\u62e9\u6027\u522b\u4e0e\u8bed\u8a00\uff08\u4e2d\u6587\u6216\u82f1\u6587\uff09\uff0c\u751f\u6210\u7684\u8bed\u97f3\u53ef\u590d\u5236\u5206\u4eab\u3002\u6b64\u5916\uff0c\u7528\u6237\u4e5f\u53ef\u4ee5\u8fdb\u884c\u8fdb\u4e00\u6b65\u7f16\u8f91\uff0c\u652f\u6301\u8f93\u5165\u6700\u591a5000\u4e2a\u5b57\u7b26\u3002MiniMax\u5c55\u793a\u4e86\u591a\u79cd\u7279\u5b9a\u89d2\u8272\u7684\u6210\u529f\u8bed\u97f3\u751f\u6210\u6837\u4f8b\u3002<\/p>\n\n\n\n

6\u670821\u65e5\uff0c\u534e\u4e3a\u4e91\u53d1\u5e03\u76d8\u53e4\u5927\u6a21\u578b5.5\uff0c\u5168\u9762\u5347\u7ea7\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u7b49\u4e94\u5927\u57fa\u7840\u6a21\u578b\uff0c\u663e\u8457\u63d0\u5347\u77e5\u8bc6\u63a8\u7406\u548c\u884c\u4e1a\u89e3\u51b3\u65b9\u6848\u80fd\u529b\u3002<\/p>\n\n\n\n

issue126 2025.6.23-6.29<\/strong><\/p>\n\n\n\n

6\u670823\u65e5\uff0c\u6708\u4e4b\u6697\u9762\u7684\u9996\u4e2a\u667a\u80fd\u4f53Kimi-Researcher\u542f\u52a8\u5c0f\u8303\u56f4\u6d4b\u8bd5\u3002\u8be5\u667a\u80fd\u4f53\u57fa\u4e8e\u7aef\u5230\u7aef\u81ea\u4e3b\u5f3a\u5316\u5b66\u4e60\u6280\u672f\uff0c\u4e13\u4e3a\u6df1\u5ea6\u7814\u7a76\u4efb\u52a1\u8bbe\u8ba1\u3002Kimi-Researcher\u80fd\u81ea\u4e3b\u89c4\u5212\u6267\u884c\u6d41\u7a0b\uff0c\u9996\u5148\u901a\u8fc7\u4e3b\u52a8\u53cd\u95ee\u6f84\u6e05\u95ee\u9898\uff0c\u518d\u8fdb\u884c\u5e73\u574723\u6b65\u63a8\u7406\u3002\u540c\u65f6\uff0c\u7cfb\u7edf\u4f1a\u89c4\u521274\u4e2a\u5173\u952e\u8bcd\u5e76\u8bbf\u95ee206\u4e2a\u7f51\u5740\uff0c\u4ec5\u7b5b\u9009\u51fa\u6700\u9ad83.2%\u8d28\u91cf\u7684\u4fe1\u606f\u3002\u4e3a\u4e86\u786e\u4fdd\u8f93\u51fa\u8d28\u91cf\uff0cKimi-Researcher\u91c7\u7528\u5f02\u6b65\u6267\u884c\uff0c\u5145\u5206\u8fdb\u884c\u63a8\u7406\u4e0e\u6570\u636e\u5904\u7406\u3002\u6708\u4e4b\u6697\u9762\u8fd8\u8ba1\u5212\u9010\u6b65\u5f00\u6e90\u5176\u57fa\u7840\u9884\u8bad\u7ec3\u6a21\u578b\u4e0e\u5f3a\u5316\u5b66\u4e60\u540e\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n

6\u670825\u65e5\uff0c\u767e\u5ea6\u53d1\u5e03\u4e86\u6587\u5fc3\u5feb\u7801Comate Al IDE\uff0c\u8fd9\u662f\u884c\u4e1a\u9996\u4e2a\u652f\u6301\u591a\u6a21\u6001\u548c\u591a\u667a\u80fd\u4f53\u534f\u540c\u7684AI\u96c6\u6210\u5f00\u53d1\u73af\u5883\u3002\u8be5IDE\u5305\u542b\u4e86\u4e00\u952e\u8f6c\u6362\u8bbe\u8ba1\u7a3f\u4e3a\u4ee3\u7801\u7684\u529f\u80fd\uff0c\u53ef\u4ee5\u5c06Figma\u8bbe\u8ba1\u7a3f\u7cbe\u51c6\u8f6c\u5316\u4e3a\u9ad8\u53ef\u7528\u4ee3\u7801\uff0c\u663e\u8457\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\uff0c\u8282\u7701\u591a\u8fbe80%\u7684\u91cd\u590d\u52b3\u52a8\u3002<\/p>\n\n\n\n

6\u670825\u65e5\uff0c\u5fae\u8f6f\u53d1\u5e03\u4e86\u521b\u65b0\u7684\u5c0f\u53c2\u6570\u6a21\u578bMu\uff0c\u8be5\u6a21\u578b\u4ec5\u5305\u542b3.3\u4ebf\u4e2a\u53c2\u6570\uff0c\u4f46\u5176\u6027\u80fd\u53ef\u4ee5\u5ab2\u7f8e\u5fae\u8f6f\u7684Phi-3.5-mini\u6a21\u578b\uff0c\u4e14\u4f53\u79ef\u5c0f\u7ea610\u500d\u3002Mu\u5728\u914d\u5907NPU\u7684\u7b14\u8bb0\u672c\u7535\u8111\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u54cd\u5e94\u901f\u5ea6\u8d85\u8fc7\u6bcf\u79d2100\u4e2atokens\u3002<\/p>\n\n\n\n

6\u670826\u65e5\uff0c\u8682\u8681\u767e\u7075\u56e2\u961f\u5f00\u6e90\u4e86\u8f7b\u91cf\u7ea7\u63a8\u7406\u6a21\u578bRing-lite\uff0c\u8be5\u6a21\u578b\u5728AIME24\/25\u548cLiveCodeBench\u7b49\u591a\u4e2a\u63a8\u7406\u57fa\u51c6\u4e0a\u8fbe\u5230\u4e86\u540c\u7ea7\u522b\u7684SOTA\u3002Ring-lite\u7684\u6027\u80fd\u8868\u73b0\u4ee4\u4eba\u77a9\u76ee\uff0c\u751a\u81f3\u53ef\u4ee5\u4e0e\u53c2\u6570\u91cf\u8fbe\u5230\u4e09\u500d\u7684Dense\u6a21\u578b\u76f8\u5ab2\u7f8e\u3002<\/p>\n\n\n\n

6\u670826\u65e5\uff0c\u8c37\u6b4c\u63a8\u51fa\u4e86\u5f00\u6e90\u7684AI\u7f16\u7a0b\u667a\u80fd\u4f53Gemini CLI\uff0c\u8fd9\u662f\u4e00\u6b3e\u96c6\u6210\u4e8e\u7ec8\u7aef\u7684\u8f7b\u91cf\u7ea7\u5de5\u5177\uff0c\u65e8\u5728\u63d0\u5347\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u6548\u7387\u3002Gemini CLI\u652f\u6301\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8fdb\u884c\u4ee3\u7801\u7f16\u5199\u3001\u95ee\u9898\u8c03\u8bd5\u548c\u5de5\u4f5c\u6d41\u4f18\u5316\uff0c\u540c\u65f6\u80fd\u591f\u751f\u6210\u5185\u5bb9\u3001\u89e3\u51b3\u95ee\u9898\u548c\u7ba1\u7406\u4efb\u52a1\u3002\u5176\u6838\u5fc3\u529f\u80fd\u5305\u62ec\u8054\u7f51\u641c\u7d22\u3001\u534f\u8bae\u6269\u5c55\u3001\u6307\u4ee4\u5b9a\u5236\u548c\u811a\u672c\u96c6\u6210\uff0c\u5168\u9762\u8f85\u52a9\u5f00\u53d1\u8005\u7684\u6574\u4e2a\u5de5\u4f5c\u6d41\u7a0b\u3002\u8be5\u5de5\u5177\u91c7\u7528Apache 2.0\u5f00\u6e90\u534f\u8bae\uff0c\u5168\u7403\u5f00\u53d1\u8005\u53ef\u4ee5\u5728GitHub\u4e0a\u4f7f\u7528\u548c\u53c2\u4e0e\u793e\u533a\u5efa\u8bbe\u3002\u4e2a\u4f53\u5f00\u53d1\u8005\u53ef\u901a\u8fc7\u8c37\u6b4c\u8d26\u53f7\u514d\u8d39\u83b7\u53d6Gemini Code Assist\u8bb8\u53ef\uff0c\u4eab\u53d7\u9ad8\u9891\u7387\u8bbf\u95ee\u548c\u529f\u80fd\u3002<\/p>\n\n\n\n

6\u670826\u65e5\uff0c\u8c37\u6b4c\u66f4\u65b0\u4e86\u5176AI\u6a21\u578bGemini 2.5\uff0c\u65b0\u589e\u4e86\u539f\u751f\u97f3\u9891\u80fd\u529b\u3002\u8fd9\u4e00\u66f4\u65b0\u65e8\u5728\u589e\u5f3aGemini\u5728\u7406\u89e3\u548c\u751f\u6210\u97f3\u9891\u5185\u5bb9\u65b9\u9762\u7684\u80fd\u529b\uff0c\u4e3a\u591a\u6a21\u6001\u5e94\u7528\u5f00\u8f9f\u65b0\u7684\u53ef\u80fd\u6027\u3002\u7528\u6237\u5c06\u80fd\u4eab\u53d7\u5230\u66f4\u81ea\u7136\u7684\u8bed\u97f3\u4ea4\u4e92\u4f53\u9a8c\uff0c\u540c\u65f6\u4e5f\u4e3a\u97f3\u9891\u5185\u5bb9\u7684\u5206\u6790\u548c\u521b\u4f5c\u63d0\u4f9b\u4e86\u66f4\u591a\u9009\u62e9\u3002<\/p>\n\n\n\n

6\u670827\u65e5\uff0cBlack Forest Labs\u53d1\u5e03\u4e86FLUX.1 Kontext [dev]\u6a21\u578b\uff0c\u8fd9\u662f\u5176\u56fe\u50cf\u7f16\u8f91\u6a21\u578bFLUX.1 Kontext [pro]\u7684\u5f00\u6e90\u5f00\u53d1\u7248\u672c\uff0c\u62e5\u670912B\u53c2\u6570\uff0c\u5177\u5907\u63a5\u8fd1\u4e13\u6709\u5de5\u5177\u7684\u56fe\u50cf\u7f16\u8f91\u80fd\u529b\uff0c\u80fd\u591f\u5728\u6d88\u8d39\u7ea7\u786c\u4ef6\u4e0a\u8fd0\u884c\u3002\u8be5\u6a21\u578b\u5b9a\u4f4d\u4e8e\u56fe\u50cf\u7f16\u8f91\uff0c\u5f3a\u8c03\u5c40\u90e8\u7cbe\u51c6\u63a7\u5236\u4e0e\u89d2\u8272\u4e00\u81f4\u6027\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u63d0\u4f9b\u4e0e\u95ed\u6e90\u4e13\u6709\u6a21\u578b\u76f8\u5f53\u7684\u514d\u8d39\u5de5\u5177\uff0c\u6446\u8131\u4e86GPT 4o\u4e0eGemini\u6a21\u578b\u5728\u56fe\u50cf\u7f16\u8f91\u65b9\u9762\u7684\u5784\u65ad\u3002FLUX.1 Kontext [dev]\u5728FLUX.1\u975e\u5546\u4e1a\u8bb8\u53ef\u4e0b\u5f00\u6e90\uff0c\u652f\u6301\u7814\u7a76\u4e0e\u975e\u5546\u4e1a\u7528\u9014\uff0c\u5e76\u63d0\u4f9b\u4e91\u7aef\u6216\u672c\u5730\u63a8\u7406\u652f\u6301\u3002<\/p>\n\n\n\n

6\u670827\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86\u6df7\u5143-A13B\u6a21\u578b\uff0c\u4f5c\u4e3a\u57fa\u4e8e\u4e13\u5bb6\u6df7\u5408\uff08MoE\uff09\u67b6\u6784\u7684\u5927\u578b\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u603b\u53c2\u6570\u8fbe\u5230800\u4ebf\uff0c\u6fc0\u6d3b\u53c2\u6570\u4e3a130\u4ebf\u3002\u5b83\u4ee5\u4f4e\u63a8\u7406\u5ef6\u8fdf\u548c\u8ba1\u7b97\u5f00\u9500\u4e3a\u7279\u70b9\uff0c\u6781\u5927\u5730\u65b9\u4fbf\u4e86\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u4e2d\u5c0f\u4f01\u4e1a\u7684\u90e8\u7f72\u3002\u6df7\u5143-A13B\u6a21\u578b\u53ef\u5728\u4f4e\u81f31\u5f20\u4e2d\u4f4e\u7aefGPU\u4e0a\u8fd0\u884c\uff0c\u652f\u6301\u9ad8\u6548\u7684\u667a\u80fd\u4f53\u5e94\u7528\uff0c\u5e76\u5728\u591a\u4e2a\u6570\u5b66\u3001\u79d1\u5b66\u548c\u903b\u8f91\u63a8\u7406\u4efb\u52a1\u4e0a\u8868\u73b0\u4f18\u5f02\u3002\u6a21\u578b\u5728Github\u548cHuggingFace\u7b49\u6280\u672f\u793e\u533a\u53ef\u4f9b\u4e0b\u8f7d\uff0c\u540c\u65f6\u5176API\u5df2\u5728\u817e\u8baf\u4e91\u4e0a\u7ebf\uff0c\u63a8\u52a8\u4e86\u5f00\u6e90\u751f\u6001\u7684\u7e41\u8363\u3002<\/p>\n\n\n\n

6\u670828\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u56e2\u961f\u53d1\u5e03\u4e86QwenVLo\uff0c\u4e00\u6b3e\u5168\u65b0\u7684AI\u521b\u610f\u5f15\u64ce\u3002\u5b83\u80fd\u591f\u4ece\u8349\u56fe\u6216\u6587\u5b57\u63d0\u793a\u8f6c\u5316\u4e3a\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\uff0c\u652f\u6301\u5b9e\u65f6\u7f16\u8f91\uff0c\u8ba9\u7528\u6237\u901a\u8fc7\u7b80\u5355\u6307\u4ee4\u4f18\u5316\u4ea7\u54c1\u5c55\u793a\u548c\u8c03\u6574\u5e03\u5c40\u6216\u6837\u5f0f\u3002QwenVLo\u8fd8\u63d0\u4f9b\u5168\u7403\u5316\u652f\u6301\uff0c\u53ef\u7528\u591a\u79cd\u8bed\u8a00\u751f\u6210\u548c\u672c\u5730\u5316\u56fe\u50cf\uff0c\u5177\u5907\u6e10\u8fdb\u5f0f\u751f\u6210\u80fd\u529b\uff0c\u9010\u6b65\u6784\u5efa\u590d\u6742\u573a\u666f\u3002\u7279\u522b\u9002\u5408\u8bbe\u8ba1\u5e08\u3001\u8425\u9500\u4eba\u5458\u3001\u6559\u80b2\u8005\u53ca\u4efb\u4f55\u5e0c\u671b\u5c06\u521b\u610f\u53d8\u4e3a\u73b0\u5b9e\u7684\u4eba\u58eb\u3002<\/p>\n\n\n\n

issue127 2025.6.30-7.6<\/strong><\/p>\n\n\n\n

6\u670830\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u56e2\u961f\u5ba3\u5e03Qwen-TTS\u6a21\u578b\u73b0\u5df2\u901a\u8fc7\u767e\u70bcAPI\u4e0a\u7ebf\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u81ea\u7136\u5ea6\u6781\u9ad8\u3001\u60c5\u611f\u4e30\u5bcc\u7684\u8bed\u97f3\u5408\u6210\u4f53\u9a8c\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u6570\u767e\u4e07\u5c0f\u65f6\u7684\u8bed\u97f3\u6570\u636e\u8bad\u7ec3\uff0c\u652f\u6301\u4e09\u79cd\u4e2d\u6587\u65b9\u8a00\uff1a\u5317\u4eac\u8bdd\u3001\u4e0a\u6d77\u8bdd\u548c\u56db\u5ddd\u8bdd\u3002\u6b64\u5916\uff0c\u8fd8\u63d0\u4f9b\u4e03\u79cd\u53cc\u8bed\u8bed\u97f3\uff0c\u5305\u62ecCherry\u3001Ethan\u3001Chelsie\u3001Serena\u3001Dylan\u3001Jada\u548cSunny\uff0c\u6ee1\u8db3\u591a\u6837\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

6\u670830\u65e5\uff0c\u534e\u4e3a\u5ba3\u5e03\u5f00\u6e90\u5176\u9996\u4e2a\u5927\u6a21\u578b\uff0c\u5305\u62ec70\u4ebf\u53c2\u6570\u7684\u201c\u76d8\u53e4Embedded 7B\u201d\u548c720\u4ebf\u53c2\u6570\u7684\u201c\u76d8\u53e4Pro MoE\u201d\uff0c\u540c\u65f6\u63a8\u51fa\u57fa\u4e8e\u6607\u817eNPU\u7684\u6a21\u578b\u63a8\u7406\u6280\u672f\u3002\u76d8\u53e4Pro MoE\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5176\u6027\u80fd\u8d85\u8d8a\u4e86\u4e3b\u6d41\u5f00\u6e90\u6a21\u578b\u5982Qwen3-32B\u548cGLM-Z1-32B\uff0c\u4e14\u5728\u6607\u817e800I A2\u5355\u5361\u63a8\u7406\u65f6\u8fbe\u52301528 tokens\/s\u7684\u9ad8\u541e\u5410\u6027\u80fd\u3002\u8be5\u6a21\u578b\u6743\u91cd\u548c\u63a8\u7406\u4ee3\u7801\u73b0\u5df2\u4e0a\u7ebf\u5f00\u6e90\u5e73\u53f0\u3002<\/p>\n\n\n\n

6\u670830\u65e5\uff0c\u767e\u5ea6\u6b63\u5f0f\u5f00\u6e90\u6587\u5fc3\u5927\u6a21\u578b4.5\u7cfb\u5217\uff0c\u63a8\u51fa10\u6b3e\u6a21\u578b\uff0c\u6db5\u76d647B\u548c3B\u53c2\u6570\u7684\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u6a21\u578b\u4ee5\u53ca0.3B\u7684\u7a20\u5bc6\u578b\u6a21\u578b\uff0c\u5b9e\u73b0\u4e86\u9884\u8bad\u7ec3\u6743\u91cd\u548c\u63a8\u7406\u4ee3\u7801\u7684\u5b8c\u6574\u5f00\u6e90\u3002\u8fd9\u4e9b\u6a21\u578b\u73b0\u53ef\u5728\u98de\u6868\u661f\u6cb3\u793e\u533a\u548cHugging Face\u4e0b\u8f7d\u4f7f\u7528\uff0c\u5e76\u5728\u767e\u5ea6\u667a\u80fd\u4e91\u7684\u5343\u5e06\u5927\u6a21\u578b\u5e73\u53f0\u63d0\u4f9bAPI\u670d\u52a1\u3002\u6b64\u4e3e\u6807\u5fd7\u7740\u767e\u5ea6\u52a0\u5165\u56fd\u5185\u5f00\u6e90\u5927\u6a21\u578b\u7684\u884c\u5217\uff0c\u63a8\u52a8\u5176\u5728AI\u9886\u57df\u7684\u5e94\u7528\u53d1\u5c55\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6587\u5fc3\u5927\u6a21\u578b4.5 Turbo\u7cfb\u5217\u5e76\u672a\u5305\u542b\u5728\u6b64\u6b21\u5f00\u6e90\u5217\u8868\u4e2d\u3002<\/p>\n\n\n\n

7\u67081\u65e5\uff0cLovable\u5ba3\u5e03\u63a8\u51fa\u201cAgent Mode\u201d\uff08Beta\u7248\uff09\uff0c\u5141\u8bb8\u5176\u5e73\u53f0\u5b9e\u73b0\u81ea\u4e3b\u601d\u8003\u3001\u89c4\u5212\u548c\u6267\u884c\u64cd\u4f5c\u3002\u7528\u6237\u5c06\u5728\u63a5\u4e0b\u6765\u7684\u51e0\u5929\u5185\u9010\u6b65\u83b7\u5f97\u8be5\u529f\u80fd\u7684\u8bbf\u95ee\u6743\u9650\uff0c\u4e00\u65e6\u542f\u7528\uff0c\u53ef\u901a\u8fc7\u9879\u76ee\u8bbe\u7f6e\u4e2d\u7684\u4e0b\u62c9\u83dc\u5355\u8fdb\u884c\u5f00\u542f\u3002\u6d4b\u8bd5\u6570\u636e\u663e\u793a\uff0c\u8be5\u6a21\u5f0f\u5df2\u5c06\u6784\u5efa\u9519\u8bef\u7387\u964d\u4f4e\u4e8690%\uff0c\u51cf\u5c11\u4e86\u4e0d\u5fc5\u8981\u7684\u53d8\u66f4\uff0c\u5e76\u63d0\u5347\u4e86Lovable\u5e2e\u52a9\u7528\u6237\u5b9e\u73b0\u76ee\u6807\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

7\u67081\u65e5\uff0c\u8c37\u6b4c\u63a8\u51faGemini\u7684\u65b0\u529f\u80fd\u201cScheduled Actions\u201d\uff08\u5b9a\u65f6\u4efb\u52a1\uff09\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u7b80\u5355\u7684\u63d0\u793a\u8bcd\u8bbe\u7f6e\u672a\u6765\u6216\u5b9a\u671f\u4efb\u52a1\uff0c\u4f8b\u5982\u8f93\u5165\u201c\u6bcf\u5929\u65e9\u4e0a5\u70b9\u7ed9\u6211\u7f8e\u80a1\u5206\u6790\u62a5\u544a\u201d\uff0cGemini\u4f1a\u5728\u6307\u5b9a\u65f6\u95f4\u81ea\u52a8\u6267\u884c\u5e76\u53cd\u9988\u7ed3\u679c\u3002\u6b64\u529f\u80fd\u652f\u6301\u5355\u6b21\u548c\u5b9a\u671f\u4efb\u52a1\uff0c\u6700\u591a\u53ef\u540c\u65f6\u8bbe\u7f6e10\u4e2a\u6d3b\u8dc3\u4efb\u52a1\uff0c\u63d0\u5347\u4e86\u4efb\u52a1\u7ba1\u7406\u7684\u7075\u6d3b\u6027\u3002\u4e0e\u4f20\u7edf\u6570\u5b57\u52a9\u7406\u76f8\u6bd4\uff0cGemini\u7684\u64cd\u4f5c\u66f4\u4e3a\u7b80\u4fbf\uff0c\u4e14\u4e0eGmail\u3001Google\u65e5\u5386\u7b49\u4ea7\u54c1\u7d27\u5bc6\u914d\u5408\uff0c\u65e0\u9700\u590d\u6742\u914d\u7f6e\uff0c\u9002\u7528\u4e8e\u81ea\u52a8\u751f\u6210\u65e5\u7a0b\u603b\u7ed3\u548c\u5e02\u573a\u62a5\u544a\u3002\u8be5\u529f\u80fd\u76ee\u524d\u5148\u9762\u5411Pro\u548cUltra\u8ba2\u9605\u7528\u6237\u63a8\u51fa\u3002<\/p>\n\n\n\n

7\u67082\u65e5\uff0c\u767e\u5ea6\u63a8\u51fa\u81ea\u7814\u89c6\u9891\u751f\u6210\u6a21\u578bMuseSteamer\uff0c\u5e76\u540c\u65f6\u4e0a\u7ebf\u4e86AI\u521b\u4f5c\u5e73\u53f0\u201c\u7ed8\u60f3\u201d\uff0c\u76ee\u524d\u6b63\u8fdb\u884c\u9650\u65f6\u514d\u8d39\u516c\u6d4b\u3002MuseSteamer\u7684\u4eae\u70b9\u5728\u4e8e\u5176\u9996\u4e2a\u5b9e\u73b0\u4e2d\u82f1\u6587\u97f3\u89c6\u9891\u4e00\u4f53\u5316\u751f\u6210\u7684\u80fd\u529b\uff0c\u4e0eVeo3\u7b49\u5176\u4ed6\u89c6\u9891\u6a21\u578b\u7c7b\u4f3c\uff0c\u5021\u5bfc\u58f0\u97f3\u548c\u89c6\u9891\u7684\u7d27\u5bc6\u7ed3\u5408\u3002\u8fd9\u4e00\u521b\u65b0\u5c06\u7b80\u5316\u521b\u4f5c\u6d41\u7a0b\uff0c\u5c06AI\u7ed8\u56fe\u3001\u97f3\u9891\u8bbe\u8ba1\u548c\u5bf9\u53e3\u578b\u7b49\u73af\u8282\u6574\u5408\u4e3a\u4e00\u6b65\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n

7\u67083\u65e5\uff0cCursor\u53d1\u5e03\u4e861.2\u6b63\u5f0f\u7248\u3002\u672c\u6b21\u66f4\u65b0\u4e2d\uff0cCursor\u5f15\u5165\u4e86\u667a\u80fd\u4efb\u52a1\u6e05\u5355\uff08Agent To-dos\uff09\uff0cAI\u53ef\u4ee5\u5c06\u590d\u6742\u4efb\u52a1\u5206\u89e3\u4e3a\u53ef\u64cd\u4f5c\u7684\u6b65\u9aa4\uff0c\u63d0\u9ad8\u9879\u76ee\u900f\u660e\u5ea6\u3002\u6b64\u5916\uff0c\u65b0\u7248\u652f\u6301\u76f4\u63a5\u5728\u7f16\u8f91\u5668\u4e2d\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u641c\u7d22\u548c\u7d22\u5f15GitHub\u7684Pull Request\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u3002\u540c\u65f6\uff0c\u6d88\u606f\u961f\u5217\u529f\u80fd\u5141\u8bb8\u7528\u6237\u5728\u5f53\u524d\u4efb\u52a1\u8fdb\u884c\u65f6\u63d0\u4ea4\u65b0\u7684\u6307\u4ee4\uff0c\u4ea4\u4e92\u66f4\u52a0\u6d41\u7545\u3002\u6700\u540e\uff0cTab\u952e\u7684\u4ee3\u7801\u8865\u5168\u53cd\u5e94\u901f\u5ea6\u5f97\u5230\u4f18\u5316\uff0c\u6574\u4f53\u7f16\u7801\u4f53\u9a8c\u663e\u8457\u63d0\u5347\u3002\u5176\u4ed6\u6539\u8fdb\u8fd8\u5305\u62ec\u5408\u5e76\u51b2\u7a81\u89e3\u51b3\u548c\u66f4\u7a33\u5b9a\u7684\u8bb0\u5fc6\u529f\u80fd\u3002<\/p>\n\n\n\n

7\u67083\u65e5\uff0cLovart\u6b63\u5f0f\u63a8\u51fa\u4e2d\u6587\u7248\u672c\uff1a\u661f\u6d41 Agent\uff0c\u8be5\u5e94\u7528\u5728\u56fd\u5185\u4f7f\u7528\u66f4\u52a0\u4fbf\u6377\uff0c\u5145\u503c\u65b9\u5f0f\u65b0\u589e\u652f\u4ed8\u5b9d\u548c\u5fae\u4fe1\uff0c\u4e14\u4ef7\u683c\u5927\u5e45\u964d\u4f4e\u3002\u7528\u6237\u53ef\u5229\u7528\u6700\u65b0\u7684FLUX.1 Kontext\u6a21\u578b\uff0c\u4e00\u952e\u6279\u91cf\u5904\u7406\u56fe\u7247\uff0c\u6781\u5927\u63d0\u5347\u4e86\u4fee\u56fe\u6548\u7387\u3002<\/p>\n\n\n\n

7\u67083\u65e5\uff0c\u817e\u8baf\u5143\u5668\u6b63\u5f0f\u63a5\u5165\u5fae\u4fe1\u652f\u4ed8MCP\uff0c\u652f\u6301\u5f00\u53d1\u8005\u5728\u667a\u80fd\u4f53\u4e0a\u5b9e\u73b0\u4e0b\u5355\u3001\u8d5e\u8d4f\u548c\u67e5\u8be2\u8ba2\u5355\u7b49\u529f\u80fd\uff0c\u4ece\u800c\u63a8\u52a8\u667a\u80fd\u4f53\u5546\u4e1a\u5316\u8fdb\u7a0b\u3002\u5fae\u4fe1\u652f\u4ed8MCP\u662f\u4e3aAI\u667a\u80fd\u4f53\u751f\u6001\u521b\u5efa\u7684\u5b89\u5168\u3001\u4fbf\u6377\u4e14\u53ef\u9760\u7684\u652f\u4ed8\u89e3\u51b3\u65b9\u6848\uff0c\u817e\u8baf\u5143\u5668\u6210\u4e3a\u9996\u4e2a\u63a5\u5165\u8be5\u7cfb\u7edf\u7684\u667a\u80fd\u4f53\u5f00\u53d1\u5e73\u53f0\uff0c\u5c06\u5229\u7528\u817e\u8baf\u751f\u6001\u7684\u5f3a\u5927\u8fde\u63a5\u80fd\u529b\uff0c\u4e3a\u667a\u80fd\u4f53\u5f00\u53d1\u5e26\u6765\u4e30\u5bcc\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n

7\u67084\u65e5\uff0c\u667a\u8c31AI\u63a8\u51faGLM-4.1V-Thinking\uff0c\u8fd9\u662fGLM-4\u7cfb\u5217\u7684\u5347\u7ea7\u7248\uff0c\u4e13\u6ce8\u4e8e\u591a\u6a21\u6001\u63a8\u7406\u80fd\u529b\u3002\u5176\u8f7b\u91cf\u7248\u672cGLM-4.1V-9B-Thinking\u4ec5\u5177\u590710\u4ebf\u53c2\u6570\uff0c\u572828\u9879\u8bc4\u6d4b\u4e2d\u9886\u5bfc\u540c\u7ea7\u6a21\u578b\uff0c\u4e14\u572818\u9879\u6d4b\u8bd5\u4e2d\u8d85\u8d8a\u4e8672\u4ebf\u53c2\u6570\u7684Qwen-2.5-VL\uff0c\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n

7\u67084\u65e5\uff0cAnthropic\u7f16\u7a0b\u52a9\u624bClaude Code\u65b0\u589eHooks\u529f\u80fd\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u81ea\u52a8\u6267\u884c\u7279\u5b9a\u64cd\u4f5c\uff0c\u63d0\u4f9b\u66f4\u7cbe\u786e\u7684\u63a7\u5236\u548c\u9ad8\u6548\u5f00\u53d1\u4f53\u9a8c\u3002<\/p>\n\n\n\n

7\u67084\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u65d7\u4e0b\u7684AI IDE Trae\u6b63\u5f0f\u5f00\u6e90\u5176\u6838\u5fc3\u7ec4\u4ef6Trae-Agent\u3002\u8fd9\u4e2a\u667a\u80fd\u5f00\u53d1\u5de5\u5177\u652f\u6301\u81ea\u7136\u8bed\u8a00\u9a71\u52a8\u7684\u7f16\u7a0b\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u6781\u5927\u63d0\u5347\u4e86\u5f00\u53d1\u6548\u7387\u3002Trae-Agent\u7684\u6838\u5fc3\u4eae\u70b9\u5305\u62ec\u5bf9OpenAI\u3001Anthropic\u7b49\u591a\u79cd\u5927\u8bed\u8a00\u6a21\u578b\u7684\u591a\u6a21\u578b\u652f\u6301\uff0c\u5185\u7f6e\u6587\u4ef6\u7f16\u8f91\u548c\u811a\u672c\u6267\u884c\u7b49\u529f\u80fd\uff0c\u80fd\u591f\u6ee1\u8db3\u590d\u6742\u7f16\u7a0b\u573a\u666f\u7684\u591a\u8f6e\u4ea4\u4e92\u9700\u6c42\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u81ea\u52a8\u8bb0\u5f55\u64cd\u4f5c\u65e5\u5fd7\uff0c\u4fbf\u4e8e\u8c03\u8bd5\u548c\u63d0\u9ad8\u5f00\u53d1\u900f\u660e\u5ea6\uff0c\u5e76\u517c\u5bb9Python3.12\uff0c\u786e\u4fdd\u4e0e\u73b0\u4ee3\u5f00\u53d1\u73af\u5883\u65e0\u7f1d\u8854\u63a5\u3002<\/p>\n\n\n\n

7\u67085\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5b9e\u9a8c\u5ba4\u5ba3\u5e03\u5176\u9996\u4e2a\u97f3\u9891\u751f\u6210\u6a21\u578bThinkSound\u5df2\u6b63\u5f0f\u5f00\u6e90\uff0c\u65e8\u5728\u6253\u7834\u201c\u9759\u97f3\u753b\u9762\u201d\u7684\u5c40\u9650\u3002\u6b64\u6a21\u578b\u9996\u6b21\u5c06\u601d\u7ef4\u94fe\uff08CoT\uff09\u5e94\u7528\u4e8e\u97f3\u9891\u751f\u6210\uff0c\u4f7fAI\u80fd\u591f\u9010\u6b65\u7406\u89e3\u753b\u9762\u4e8b\u4ef6\u4e0e\u58f0\u97f3\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u4ece\u800c\u5b9e\u73b0\u9ad8\u4fdd\u771f\u3001\u5f3a\u540c\u6b65\u7684\u7a7a\u95f4\u97f3\u9891\u751f\u6210\u3002\u4e3a\u4e86\u652f\u6301\u94fe\u5f0f\u63a8\u7406\uff0c\u901a\u4e49\u5b9e\u9a8c\u5ba4\u6784\u5efa\u4e86\u591a\u6a21\u6001\u97f3\u9891\u6570\u636e\u96c6AudioCoT\uff0c\u5305\u542b2531.8\u5c0f\u65f6\u7684\u9ad8\u8d28\u91cf\u6837\u672c\uff0c\u786e\u4fdd\u6a21\u578b\u5177\u5907\u7ed3\u6784\u5316\u63a8\u7406\u80fd\u529b\u3002ThinkSound\u5305\u62ec\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u548c\u97f3\u9891\u751f\u6210\u6a21\u578b\uff0c\u80fd\u591f\u5728\u7406\u89e3\u753b\u9762\u540e\u751f\u6210\u7cbe\u51c6\u97f3\u9891\u6548\u679c\u3002<\/p>\n\n\n\n

issue128 2025.7.7-7.13<\/strong><\/p>\n\n\n\n

Google Gemini CLI\u66f4\u65b0\uff1a\u65b0\u589e\u97f3\u89c6\u9891\u5904\u7406\u3001Markdown\u5d4c\u5957\u5bfc\u5165\u4e0e\u8868\u683c\u6e32\u67d3\uff1b\u63a8\u51fa\u9690\u79c1\u7ba1\u7406\u547d\u4ee4\uff1b\u5347\u7ea7React19\u6846\u67b6\u5e76\u652f\u6301VSCodium\/Neovim\u7f16\u8f91\u5668\uff1b\u4f18\u5316\u5386\u53f2\u8bb0\u5f55\u5b58\u50a8\u3002\u8be5\u5de5\u5177\u5df2\u96c6\u6210100\u4e07token\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u753151\u4f4d\u5f00\u53d1\u8005\u8d21\u732e\uff0c\u81f4\u529b\u4e8e\u63d0\u5347\u5f00\u53d1\u8005\u6548\u7387\u3002<\/p>\n\n\n\n

7\u67087\u65e5\uff0c\u963f\u91cc\u5f00\u6e90\u7f51\u9875\u6d4f\u89c8\u667a\u80fd\u4f53WebSailor\uff0c\u767b\u9876BrowseComp\u8bc4\u6d4b\u699c\u3002\u8be5\u6a21\u578b\u901a\u8fc7\u591a\u6b65\u63a8\u7406\u548c\u4ea4\u53c9\u9a8c\u8bc1\u5904\u7406\u590d\u6742\u7f51\u9875\u68c0\u7d22\u4efb\u52a1\uff0c\u652f\u6301\u56fd\u4ea7\u82af\u7247\u52a0\u901f\uff08\u5982Ascend910B\uff09\uff0c\u63a8\u7406\u901f\u5ea6\u63d0\u534720%\u3002\u5176”\u9ad8\u96be\u5ea6\u4efb\u52a1\u5408\u6210+\u5c0f\u89c4\u6a21\u51b7\u542f\u52a8”\u7b56\u7565\u5177\u5907\u8de8\u9886\u57df\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n\n\n\n

7\u67087\u65e5\uff0c\u817e\u8baf\u53d1\u5e03\u5347\u7ea7\u7248\u6df7\u51433D-PolyGen\u6a21\u578b\uff0c\u6210\u4e3a\u4e1a\u5185\u9996\u4e2a\u80fd\u751f\u6210\u201c\u7f8e\u672f\u7ea7\u201d3D\u5185\u5bb9\u7684AI\u5de5\u5177\u3002\u8be5\u6a21\u578b\u901a\u8fc7\u81ea\u7814BPT\u6280\u672f\uff0c\u53ef\u5feb\u901f\u521b\u5efa\u7ec6\u8282\u4e30\u5bcc\u3001\u9762\u6570\u8d85\u4e07\u7684\u590d\u6742\u6a21\u578b\uff0c\u4e14\u652f\u6301\u6e38\u620f\u884c\u4e1a\u5e38\u7528\u7684\u4e09\u8fb9\u9762\u548c\u56db\u8fb9\u9762\u7ed3\u6784\uff0c\u76f4\u63a5\u9002\u914d\u4e13\u4e1a\u5de5\u4f5c\u6d41\u7a0b\u3002\u76ee\u524d\uff0c\u8be5\u6280\u672f\u5df2\u5e94\u7528\u4e8e\u817e\u8baf\u6df7\u51433D\u521b\u4f5c\u5f15\u64ce\u53ca\u591a\u6b3e\u6e38\u620f\u5f00\u53d1\u7ba1\u7ebf\uff0c\u5e2e\u52a9\u7f8e\u672f\u5e08\u5c06\u5efa\u6a21\u6548\u7387\u63d0\u534770%\u4ee5\u4e0a\uff0c\u5927\u5e45\u964d\u4f4e\u590d\u6742\u6a21\u578b\uff08\u5982\u89d2\u8272\u3001\u573a\u666f\uff09\u7684\u521b\u4f5c\u95e8\u69db\u3002\u817e\u8baf\u8868\u793a\uff0c\u6b64\u4e3e\u4e3b\u8981\u89e3\u51b33D\u751f\u6210\u4e2d\u201c\u5e03\u7ebf\u7c97\u7cd9\u201d\u201c\u7ec6\u8282\u4e0d\u8db3\u201d\u7b49\u75db\u70b9\uff0c\u8ba9AI\u6210\u4e3a\u7f8e\u672f\u5e08\u7684\u9ad8\u6548\u52a9\u624b\u3002<\/p>\n\n\n\n

7\u67087\u65e5\uff0cB\u7ad9\u5f00\u6e90\u52a8\u6f2b\u89c6\u9891\u751f\u6210\u6a21\u578bAniSora V3\uff0c\u652f\u63014\u79d2\u89c6\u98912.5\u5206\u949f\u751f\u6210\u3002\u65b0\u589e\u65f6\u7a7a\u63a9\u7801\u6a21\u5757\u3001\u591a\u4efb\u52a1\u5b66\u4e60\u53caRLHF\u6846\u67b6\uff0c\u4f18\u5316\u89d2\u8272\u4e00\u81f4\u6027\u548c\u52a8\u4f5c\u6d41\u7545\u5ea6\u3002\u5bf9\u6bd4V2\u51cf\u5c1115%\u4f2a\u5f71\uff0c\u652f\u6301\u5355\u56fe\u8f6c\u89c6\u9891\u3001\u6f2b\u753b\u6539\u7f16\u7b49\u573a\u666f\uff0c\u786c\u4ef6\u517c\u5bb9\u6027\u6269\u5c55\u81f3\u534e\u4e3a\u6607\u817e910B\u3002<\/p>\n\n\n\n

7\u67088\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5b9e\u9a8c\u5ba4\u53d1\u5e03\u4e86HumanOmniV2\uff0c\u8fd9\u662f\u4e00\u6b3e\u65e8\u5728\u6df1\u5316AI\u591a\u6a21\u6001\u7406\u89e3\u80fd\u529b\u7684\u6a21\u578b\u3002\u8be5\u6a21\u578b\u901a\u8fc7\u201c\u4e0a\u4e0b\u6587\u603b\u7ed3+\u903b\u8f91\u63a8\u7406\u201d\u521b\u65b0\u673a\u5236\uff0c\u514b\u670d\u4f20\u7edf\u6a21\u578b\u5728\u5168\u5c40\u4e0a\u4e0b\u6587\u7406\u89e3\u548c\u6377\u5f84\u63a8\u7406\u4e2d\u7684\u4e0d\u8db3\u3002HumanOmniV2\u8981\u6c42\u7ed3\u6784\u5316\u8f93\u51fa\uff0c\u5148\u5168\u9762\u7406\u89e3\u8f93\u5165\uff0c\u518d\u8fdb\u884c\u63a8\u7406\uff0c\u4ece\u800c\u63d0\u5347\u6a21\u578b\u7684\u903b\u8f91\u601d\u7ef4\u3002\u540c\u65f6\uff0c\u5f15\u5165GRPO\u4f18\u5316\u53ca\u53cc\u91cd\u5956\u52b1\u673a\u5236\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u63a8\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n

7\u67089\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u7684\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578bSkywork-R1V 3.0\uff0c\u8be5\u6a21\u578b\u53c2\u6570\u89c4\u6a21\u4e3a38B\uff0c\u53d6\u5f97\u4e86\u5f00\u6e90\u6700\u4f73\uff08SOTA\uff09\u6027\u80fd\u3002\u5728\u5904\u7406\u9ad8\u8003\u7269\u7406\u9009\u62e9\u9898\u65f6\uff0cSkywork-R1V 3.0\u4ec5\u970015\u79d2\u5c31\u80fd\u7ed9\u51fa\u6b63\u786e\u7b54\u6848\uff0c\u63a8\u7406\u901f\u5ea6\u8f83\u524d\u4ee3\u63d0\u53476\u500d\uff0c\u601d\u7ef4\u94fe\u4ece4000token\u538b\u7f29\u81f3700token\u3002\u8be5\u6a21\u578b\u5728\u6743\u5a01\u57fa\u51c6\u6d4b\u8bd5MMMU\u4e2d\u7684\u8868\u73b0\u63a5\u8fd1\u4eba\u7c7b\u4e13\u5bb6\u6c34\u5e73\uff0c\u8d85\u8d8a\u4e86Claude-3.7-Sonnet\u548cGPT-4.5\u7b49\u95ed\u6e90\u6a21\u578b\uff0c\u5c55\u73b0\u51fa\u8de8\u6a21\u6001\u63a8\u7406\u548c\u8de8\u5b66\u79d1\u6cdb\u5316\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

\u963f\u91cc\u901a\u4e49\u5b9e\u9a8c\u5ba4\u7684\u8bed\u97f3\u56e2\u961f\u5ba3\u5e03\u63a8\u51faCosyVoice 3\uff0c\u8fd9\u662f\u4e00\u6b3e\u96f6\u6837\u672cTTS\uff08\u6587\u672c\u5230\u8bed\u97f3\uff09\u6a21\u578b\uff0c\u65e8\u5728\u590d\u6742\u73af\u5883\u4e0b\u5b9e\u73b0\u9ad8\u8d28\u91cf\u8bed\u97f3\u5408\u6210\u3002CosyVoice 3\u901a\u8fc7\u6269\u5927\u8bad\u7ec3\u6570\u636e\u81f3\u767e\u4e07\u5c0f\u65f6\u548c\u5c06\u6a21\u578b\u53c2\u6570\u589e\u52a0\u81f315\u4ebf\uff0c\u7ed3\u5408\u591a\u4efb\u52a1\u76d1\u7763\u8bad\u7ec3\u7684\u8bed\u97f3\u5206\u8bcd\u5668\u53ca\u53ef\u5fae\u5206\u5956\u52b1\u4f18\u5316\u6280\u672f\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5185\u5bb9\u4e00\u81f4\u6027\u3001\u8bf4\u8bdd\u4eba\u76f8\u4f3c\u5ea6\u548c\u97f5\u5f8b\u81ea\u7136\u5ea6\uff0c\u76f8\u8f83\u4e8e\u524d\u4e00\u7248\u672cCosyVoice 2\u8868\u73b0\u66f4\u4e3a\u5353\u8d8a\u3002\u540c\u65f6\uff0c\u8be5\u6a21\u578b\u652f\u63019\u79cd\u8bed\u8a00\u53ca18\u79cd\u6c49\u8bed\u65b9\u8a00\uff0c\u62d3\u5bbd\u4e86\u5e94\u7528\u8303\u56f4\u3002<\/p>\n\n\n\n

Hugging Face\u53d1\u5e03\u5c0f\u578b\u8bed\u8a00\u6a21\u578bSmolLM3\uff0c\u53c2\u6570\u4ec5\u4e3a30\u4ebf\uff0c\u4f46\u5176\u6027\u80fd\u5927\u5e45\u8d85\u8fc7\u4e86\u540c\u7c7b\u5f00\u6e90\u6a21\u578b\u5982Llama-3.2-3B\u548cQwen2.5-3B\u3002SmolLM3\u4e13\u4e3a\u63a8\u52a8\u5c0f\u578b\u6a21\u578b\u7684\u6781\u9650\u8bbe\u8ba1\uff0c\u652f\u6301\u53cc\u6a21\u5f0f\u63a8\u7406\u30016\u79cd\u8bed\u8a00\u4ee5\u53ca\u957f\u6587\u672c\u5904\u7406\uff0c\u6807\u5fd7\u7740\u5c0f\u53c2\u6570\u7684\u8bed\u8a00\u6a21\u578b\u5728\u6027\u80fd\u548c\u6548\u7387\u4e0a\u7684\u91cd\u5927\u7a81\u7834\u3002<\/p>\n\n\n\n

7\u67089\u65e5\uff0c\u9a6c\u65af\u514b\u65d7\u4e0b\u7684\u4eba\u5de5\u667a\u80fd\u516c\u53f8xAI\u76f4\u64ad\u53d1\u5e03\u4e86Grok 4\uff0c\u6807\u5fd7\u7740\u5176\u81ea2023\u5e74\u63a8\u51fa\u9996\u4ee3\u5927\u6a21\u578b\u4ee5\u6765\u7684\u7b2c\u56db\u6b21\u91cd\u8981\u8fed\u4ee3\u3002Grok 4\u5305\u542b\u5355\u4ee3\u7406\u548c\u591a\u4ee3\u7406\u7248\u672c\uff0c\u652f\u6301\u56db\u4e2a\u4ee3\u7406\u540c\u65f6\u5de5\u4f5c\uff0c\u6700\u5927\u4e0a\u4e0b\u6587\u7a97\u53e3\u9ad8\u8fbe256k tokens\u3002\u6839\u636e\u5185\u90e8\u6d4b\u8bd5\uff0cGrok 4\u5728\u6db5\u76d6\u591a\u5b66\u79d1\u7684\u8003\u8bd5\u4e2d\u8fbe\u5230\u4e86\u7ea625%\u7684\u6b63\u786e\u7387\uff0c\u4e0eOpenAI\u7684Deep Research\u5de5\u5177\u76f8\u8fd1\u3002\u65b0\u589e\u7684\u4e94\u79cd\u58f0\u97f3\u6a21\u5f0f\u548c\u663e\u8457\u63d0\u5347\u7684\u53cd\u5e94\u901f\u5ea6\uff0c\u4f7f\u5176\u66f4\u5177\u4f18\u52bf\u3002\u6b64\u5916\uff0cGrok 4\u8fd8\u5f15\u5165\u4e86\u7f16\u7a0b\u6a21\u578bGrok 4 Code\uff0c\u4ee5\u63d0\u5347\u5f00\u53d1\u8005\u5728\u4ee3\u7801\u751f\u6210\u548c\u8c03\u8bd5\u65b9\u9762\u7684\u6548\u7387\uff0c\u5e76\u5c1d\u8bd5\u591a\u6a21\u6001\u4fe1\u606f\u5904\u7406\uff0c\u589e\u5f3a\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u7684\u65f6\u6548\u6027\u548c\u6587\u5316\u654f\u611f\u6027\u3002<\/p>\n\n\n\n

7\u670811\u65e5\uff0c\u6708\u4e4b\u6697\u9762\u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86Kimi K2\u6a21\u578b\u3002\u8fd9\u6b3e\u57fa\u4e8eMoE\u67b6\u6784\u7684\u57fa\u7840\u6a21\u578b\u5177\u5907\u66f4\u5f3a\u7684\u4ee3\u7801\u80fd\u529b\u548c\u901a\u7528Agent\u4efb\u52a1\u5904\u7406\u80fd\u529b\uff0c\u603b\u53c2\u6570\u8fbe\u52301T\uff0c\u6fc0\u6d3b\u53c2\u6570\u4e3a32B\u3002\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cKimi K2\u5c55\u73b0\u51fa\u5728\u4ee3\u7801\u3001Agent\u548c\u6570\u5b66\u63a8\u7406\u4efb\u52a1\u4e0a\u7684\u9886\u5148\u8868\u73b0\u3002\u901a\u8fc7\u91c7\u7528MuonClip\u4f18\u5316\u5668\uff0cKimi K2\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u5b9e\u73b0\u4e86\u7a33\u5b9a\u9ad8\u6548\u7684\u8bad\u7ec3\uff0c\u663e\u8457\u63d0\u9ad8\u4e86Token\u5229\u7528\u6548\u7387\u3002\u672a\u6765\uff0cKimi K2\u5c06\u8fdb\u4e00\u6b65\u6269\u5c55\u81f3\u66f4\u9ad8\u7ea7\u7684\u601d\u8003\u548c\u89c6\u89c9\u7406\u89e3\u80fd\u529b\u3002\u540c\u65f6\uff0c\u8be5\u6a21\u578b\u7684API\u670d\u52a1\u5df2\u4e0a\u7ebf\uff0c\u7528\u6237\u53ef\u8f7b\u677e\u5207\u6362\u81f3Kimi K2\u4f53\u9a8c\u5176\u5f3a\u5927\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n

\u963f\u91cc\u901a\u4e49\u5343\u95ee\u63a8\u51faQwen Chat\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\uff0c\u73b0\u5df2\u5728macOS\u5e73\u53f0\u4e0a\u7ebf\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u4e00\u952e\u5524\u8d77MCP\uff0c\u4fbf\u6377\u5730\u8c03\u7528\u5404\u79cd\u529f\u80fd\uff0c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n

issue129 2025.7.14-7.20<\/strong><\/p>\n\n\n\n

7\u670814\u65e5\uff0c\u7f8e\u56fe\u516c\u53f8\u53d1\u5e03\u4e86AI\u5f71\u50cfAgent\u4ea7\u54c1\u201cRoboNeo\u201d\uff0c\u96c6\u6210\u4e86\u56fe\u7247\u7cbe\u4fee\u3001\u54c1\u724c\u8bbe\u8ba1\u548c\u7f51\u9875\u5236\u4f5c\u7b49\u591a\u9879\u529f\u80fd\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u5f71\u50cf\u5904\u7406\u89e3\u51b3\u65b9\u6848\u3002RoboNeo\u652f\u6301\u7528\u6237\u901a\u8fc7\u7b80\u5355\u7684\u201c\u4e00\u53e5\u8bdd\u6307\u4ee4\u201d\u6ee1\u8db3\u590d\u6742\u7684\u5f71\u50cf\u9700\u6c42\uff0c\u8986\u76d6\u7535\u5546\u8fd0\u8425\u3001\u54c1\u724c\u63a8\u5e7f\u548c\u4ea7\u54c1\u8425\u9500\u7b49\u573a\u666f\u3002\u8be5\u4ea7\u54c1\u65e8\u5728\u901a\u8fc7AI\u6280\u672f\u63d0\u5347\u5f71\u50cf\u751f\u4ea7\u6548\u7387\uff0c\u6709\u6548\u964d\u4f4e\u4e2d\u5c0f\u5546\u5bb6\u548c\u521b\u4e1a\u56e2\u961f\u5728\u89c6\u89c9\u5185\u5bb9\u5236\u4f5c\u65b9\u9762\u7684\u95e8\u69db\u3002<\/p>\n\n\n\n

7\u670815\u65e5\uff0cxAI\u7684Grok\u63a8\u51fa\u4e86\u201c\u865a\u62df\u4f19\u4f34\u201d\u529f\u80fd\uff0c\u65b0\u589e\u4e86\u52a8\u6f2b\u89d2\u8272Ani\u548c\u718a\u732bRudy\uff0c\u81f4\u529b\u4e8e\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u7684AI\u4ea4\u4e92\u4f53\u9a8c\u3002\u8fd9\u4e9b\u865a\u62df\u4f19\u4f34\u652f\u6301NSFW\u5185\u5bb9\uff0c\u65e8\u5728\u63a2\u7d22\u66f4\u6df1\u5c42\u6b21\u7684\u4eba\u673a\u4e92\u52a8\uff0c\u6269\u5927\u7528\u6237\u7684\u4e92\u52a8\u9009\u62e9\u548c\u8da3\u5473\u6027\u3002\u901a\u8fc7\u8fd9\u4e00\u529f\u80fd\uff0cGrok\u5e0c\u671b\u80fd\u591f\u589e\u5f3a\u7528\u6237\u7684\u53c2\u4e0e\u611f\u548c\u6c89\u6d78\u611f\u3002<\/p>\n\n\n\n

7\u670815\u65e5\uff0c\u4e9a\u9a6c\u900a\u5ba3\u5e03\u63a8\u51faAI\u7f16\u7a0b\u5de5\u5177Kiro\u7684\u9884\u89c8\u7248\uff0c\u4e0e\u4f20\u7edf\u7684AI\u7f16\u7a0b\u5de5\u5177\u4e0d\u540c\uff0cKiro\u80fd\u4e0e\u7a0b\u5e8f\u5458\u534f\u4f5c\uff0c\u5728\u7f16\u5199\u4ee3\u7801\u524d\u5171\u540c\u5b9a\u4e49\u9700\u6c42\u3001\u7cfb\u7edf\u8bbe\u8ba1\u548c\u4efb\u52a1\u3002\u8fd9\u4e00\u529f\u80fd\u4f7f\u5176\u76f4\u63a5\u4e0eGitHub\u3001\u8c37\u6b4cGemini Code Assist\u7b49\u73b0\u6709\u5de5\u5177\u5c55\u5f00\u7ade\u4e89\u3002Kiro\u5728\u9884\u89c8\u671f\u95f4\u5c06\u514d\u8d39\u63d0\u4f9b\uff0c\u540e\u7eed\u5c06\u63a8\u51fa\u4e09\u79cd\u5b9a\u4ef7\u5c42\u7ea7\u3002\u4e9a\u9a6c\u900aCEO\u5b89\u8fea\u00b7\u6770\u897f\u8868\u793a\uff0cKiro\u201c\u6709\u673a\u4f1a\u6539\u53d8\u5f00\u53d1\u8005\u6784\u5efa\u8f6f\u4ef6\u7684\u65b9\u5f0f\u201d\u3002<\/p>\n\n\n\n

7\u670815\u65e5\uff0cima copilot\u7f51\u9875\u7248\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u7528\u6237\u65e0\u9700\u4e0b\u8f7d\uff0c\u6253\u5f00\u6d4f\u89c8\u5668\u5373\u53ef\u4f7f\u7528\u3002\u8bbf\u95ee ima.qq.com \u5e76\u767b\u5f55\u8d26\u53f7\uff0c\u53ef\u57fa\u4e8e\u5168\u7f51\u6216\u77e5\u8bc6\u5e93\u5185\u5bb9\u63d0\u95ee\uff0c\u80fd\u901b\u77e5\u8bc6\u5e93\u5e7f\u573a\u3001\u52a0\u5165\u611f\u5174\u8da3\u7684\u77e5\u8bc6\u5e93\u3002<\/p>\n\n\n\n

7\u670816\u65e5\uff0c\u767e\u5ea6\u4e0a\u7ebf\u5168\u65b0AI\u641c\u7d22App\u201cTizzy.ai\u201d\uff0c\u5b9a\u4f4d\u4e3a\u65e0\u5e7f\u544a\u7684AI\u667a\u80fd\u641c\u7d22\u52a9\u624b\u3002\u5e94\u7528\u57fa\u4e8e\u767e\u5ea6\u591a\u4e2a\u5927\u6a21\u578b\u80fd\u529b\u5f00\u53d1\uff0c\u754c\u9762\u7b80\u6d01\uff0c\u65e0\u5f39\u7a97\u548c\u4fe1\u606f\u6d41\u63a8\u8350\uff0c\u4ec5\u8bbe\u201c\u641c\u7d22\u201d\u548c\u201c\u8d44\u6e90\u5e93\u201d\u4e24\u4e2a\u6838\u5fc3\u5165\u53e3\u3002TizzyAI\u652f\u6301\u81ea\u52a8\u548c\u6df1\u5ea6\u641c\u7d22\u6a21\u5f0f\uff0c\u80fd\u5feb\u901f\u56de\u7b54\u95ee\u9898\u5e76\u63d0\u4f9b\u6df1\u5ea6\u5206\u6790\u3002<\/p>\n\n\n\n

7\u670817\u65e5\uff0cKimi\u5f00\u653e\u5e73\u53f0\u5ba3\u5e03\u6b63\u5f0f\u4e0a\u7ebfKimi Playground\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u5de5\u5177\u8c03\u7528\u80fd\u529b\u4f53\u9a8c\u3002\u5e73\u53f0\u652f\u6301\u76f4\u89c2\u7684\u5de5\u5177\u8c03\u7528\u754c\u9762\u548c\u4fbf\u6377\u7684\u8c03\u8bd5\u4f53\u9a8c\uff0c\u53ef\u5feb\u901f\u9009\u62e9\u4e0d\u540c\u5de5\u5177\u5e76\u5b9e\u65f6\u8c03\u6574\u53c2\u6570\uff0c\u4f53\u9a8cK2\u6a21\u578b\u5f3a\u5927\u7684\u5de5\u5177\u8c03\u7528\u80fd\u529b\u3002<\/p>\n\n\n\n

7\u670817\u65e5\uff0cMiniMax Agent\u53d1\u5e03\u5168\u6808\u5f00\u53d1\u529f\u80fd\uff0c\u7528\u6237\u4ec5\u9700\u4e00\u53e5\u8bdd\u5373\u53ef\u751f\u6210\u590d\u6742\u5168\u6808\u5e94\u7528\uff0c\u65e0\u9700\u7f16\u7a0b\u57fa\u7840\u3002\u529f\u80fd\u652f\u6301Supabase\u540e\u7aef\u6258\u7ba1\u3001Stripe\u652f\u4ed8\u3001\u5b9a\u65f6\u4efb\u52a1\u7b49\uff0c\u53ef\u5feb\u901f\u5f00\u53d1\u6f14\u5531\u4f1a\u9009\u5ea7\u7cfb\u7edf\u3001\u5b9e\u65f6\u91d1\u878d\u770b\u677f\u3001\u51fa\u6d77\u72ec\u7acb\u7ad9\u3001\u4f01\u4e1a\u6570\u636e\u770b\u677f\u7b49\u5e94\u7528\u3002<\/p>\n\n\n\n

7\u670818\u65e5\uff0cOpenAI\u521b\u59cb\u4ebaSam Altman\u4e0e\u7814\u7a76\u56e2\u961f\u5728\u76f4\u64ad\u4e2d\u4ecb\u7ecd\u4e86ChatGPT Agent\u6a21\u5f0f\u3002\u8be5\u6a21\u5f0f\u5141\u8bb8\u7528\u6237\u76f4\u63a5\u5411ChatGPT\u63d0\u51fa\u590d\u6742\u9700\u6c42\uff0c\u5982\u8d2d\u7269\u3001\u8bbe\u8ba1\u3001\u4fe1\u606f\u67e5\u627e\u7b49\uff0cChatGPT\u53ef\u4ee5\u5728\u865a\u62df\u673a\u4e2d\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\u3002\u6f14\u793a\u4e2d\uff0c\u590d\u6742\u4efb\u52a1\u7684\u5b8c\u6210\u5ea6\u9ad8\uff0c\u901a\u5e38\u9700\u65f6\u7ea610\u5206\u949f\u3002Agent\u6a21\u5f0f\u53ef\u8c03\u7528\u5404\u79cd\u5de5\u5177\uff0c\u5305\u62ec\u6587\u672c\u548c\u53ef\u89c6\u5316\u6d4f\u89c8\u5668\u3001\u7ec8\u7aef\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u4e30\u5bcc\u7684\u529f\u80fd\u3002\u6b64\u6b21\u66f4\u65b0\u4e0d\u518d\u4ec5\u9650\u4e8ePro\u7528\u6237\uff0cPlus\u548cTeam\u7528\u6237\u4e5f\u53ef\u53c2\u4e0e\uff0c\u6bcf\u6708\u53ef\u752840\u6b21\u3002Altman\u6307\u51fa\uff0c\u8fd9\u6807\u5fd7\u7740\u4e00\u79cd\u5168\u65b0\u7684\u4eba\u673a\u4ea4\u4e92\u8303\u5f0f\u3002<\/p>\n\n\n\n

issue130 2025.7.21-7.27<\/strong><\/p>\n\n\n\n

\u672c\u5468\uff0c2025\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u5728\u4e0a\u6d77\u4e16\u535a\u7247\u533a\u548c\u897f\u5cb8\u7247\u533a\u4e3e\u529e\u3002<\/p>\n\n\n\n

7\u670821\u65e5\uff0c\u5b57\u8282\u8df3\u52a8AI IDE TRAE\u6b63\u5f0f\u63a8\u51fa\u5168\u65b0SOLO\u6a21\u5f0f\uff0c\u63d0\u4f9bAI\u4e3b\u5bfc\u7684\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u5f00\u53d1\u4f53\u9a8c\u3002SOLO\u6a21\u5f0f\u8986\u76d6\u4ece\u9700\u6c42\u8f93\u5165\u5230\u90e8\u7f72\u4ea4\u4ed8\u7684\u5b8c\u6574\u5f00\u53d1\u94fe\u8def\uff0c\u533a\u522b\u4e8e\u4f20\u7edf\u52a9\u624b\u5728\u4ee3\u7801\u8865\u5168\u9636\u6bb5\u7684\u5c40\u9650\uff0c\u524d\u7f6eAI\u80fd\u529b\u4e8e\u9879\u76ee\u8d77\u70b9\uff0c\u5177\u5907\u751f\u6210\u9879\u76ee\u89c4\u8303\u6587\u6863\u3001\u524d\u540e\u7aef\u5f00\u53d1\u7b49\u529f\u80fd\u3002TRAE\u56e2\u961f\u79f0\u8fd9\u4e00\u6a21\u5f0f\u4e3a\u201c\u4e0a\u4e0b\u6587\u5de5\u7a0b\u201d\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u6807\u5fd7\u7740AI\u5728\u9879\u76ee\u7406\u89e3\u548c\u5f00\u53d1\u73af\u8282\u4e2d\u7684\u63d0\u5347\u3002SOLO\u6a21\u5f0f\u76ee\u524d\u4ec5\u9762\u5411TRAE\u56fd\u9645\u7248Pro\u7528\u6237\u5f00\u653e\u4f53\u9a8c\uff0c\u9996\u6708\u5b9a\u4ef7\u4e3a3\u7f8e\u5143\u3002<\/p>\n\n\n\n

7\u670822\u65e5\uff0c\u65d7\u8230\u7248Qwen3\u6a21\u578b\u8fce\u6765\u66f4\u65b0\uff0c\u63a8\u51fa\u975e\u601d\u8003\u6a21\u5f0f\u7684Qwen3-235B-A22B-Instruct-2507\u7248\u672c\u3002\u8be5\u6a21\u578b\u7684\u901a\u7528\u80fd\u529b\u663e\u8457\u63d0\u5347\uff0c\u6db5\u76d6\u6307\u4ee4\u9075\u5faa\u3001\u903b\u8f91\u63a8\u7406\u3001\u6587\u672c\u7406\u89e3\u3001\u6570\u5b66\u3001\u79d1\u5b66\u3001\u7f16\u7a0b\u53ca\u5de5\u5177\u4f7f\u7528\u7b49\u9886\u57df\uff0c\u5c24\u5176\u5728\u591a\u4e2a\u6d4b\u8bc4\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u8d85\u8d8a\u4e86Kimi-K2\u3001DeepSeek-V3\u7b49\u9876\u7ea7\u5f00\u6e90\u6a21\u578b\u3002\u65b0\u7248\u672c\u5728\u591a\u8bed\u8a00\u77e5\u8bc6\u8986\u76d6\u3001\u7528\u6237\u504f\u597d\u5951\u5408\u53ca\u957f\u6587\u672c\u7406\u89e3\u80fd\u529b\u4e0a\u4e5f\u53d6\u5f97\u663e\u8457\u8fdb\u6b65\uff0c\u652f\u6301\u957f\u8fbe256K\u7684\u4e0a\u4e0b\u6587\u3002\u6b64\u6b21\u66f4\u65b0\u6807\u5fd7\u7740Qwen3\u5728\u63d0\u5347AI\u52a9\u624b\u6027\u80fd\u65b9\u9762\u7684\u91cd\u8981\u8fdb\u5c55\u3002<\/p>\n\n\n\n

7\u670822\u65e5\uff0c\u817e\u8baf\u53d1\u5e03\u4e86\u9996\u4e2a\u5168\u6808AI\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u2014\u2014CodeBuddy IDE\u3002\u4e0e\u4e4b\u524d\u7684\u63d2\u4ef6\u7248\u672c\u4e0d\u540c\uff0cCodeBuddy\u5b9e\u73b0\u4e86\u4ea7\u54c1\u3001\u8bbe\u8ba1\u4e0e\u7814\u53d1\u7684\u5168\u6d41\u7a0b\u4e00\u4f53\u5316\u3002\u5176\u4eae\u70b9\u5305\u62ec\uff1a\u53ef\u514d\u8d39\u4f7f\u7528Claude4\uff0c\u652f\u6301\u4e00\u952e\u751f\u6210\u4ea7\u54c1\u6587\u6863\uff08PRD\u3001TRD\u3001DRD\uff09\u5e76\u751f\u6210\u7f51\u9875\uff0c\u96c6\u6210Figma\u8bbe\u8ba1\u7a3f\u8f6c\u7f51\u9875\u529f\u80fd\uff0c\u548c\u5e38\u7528\u8bbe\u8ba1\u7ec4\u4ef6\u5e93\u3002\u540c\u65f6\uff0c\u5b83\u8fd8\u5141\u8bb8\u7528\u6237\u5bf9HTML\u5143\u7d20\u8fdb\u884c\u81ea\u7136\u8bed\u8a00\u6837\u5f0f\u8c03\u6574\uff0c\u5e76\u96c6\u6210\u817e\u8baf\u4e91\u5f00\u53d1\u5e73\u53f0\uff0c\u964d\u4f4e\u4e86\u5f00\u53d1\u95e8\u69db\uff0c\u5c24\u5176\u9002\u5408\u72ec\u7acb\u5f00\u53d1\u8005\u3002CodeBuddy\u4e3a\u975e\u4f20\u7edf\u5f00\u53d1\u8005\u5e26\u6765\u4e86\u66f4\u76f4\u89c2\u7684\u5f00\u53d1\u4f53\u9a8c\u3002<\/p>\n\n\n\n

7\u670823\u65e5\uff0cGoogle Gemini\u5ba3\u5e03\u53d1\u5e03Gemini 2.5 Flash-Lite\u7684\u7a33\u5b9a\u7248\u672c\uff0c\u6210\u4e3a\u8be5\u7cfb\u5217\u4e2d\u6700\u5feb\u4e14\u6210\u672c\u6700\u4f4e\u7684\u578b\u53f7\u3002Gemini 2.5 Flash-Lite\u4e13\u4e3a\u5728\u82db\u523b\u5e94\u7528\u573a\u666f\u4e0b\u4f18\u5316\u800c\u8bbe\u8ba1\uff0c\u5177\u5907\u539f\u751f\u63a8\u7406\u80fd\u529b\uff0c\u5e76\u80fd\u6839\u636e\u9700\u6c42\u7075\u6d3b\u5207\u6362\u3002\u6b64\u7248\u672c\u5728Gemini 2.5 Pro\u548c2.5 Flash\u7684\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u63d0\u5347\u3002<\/p>\n\n\n\n

7\u670823\u65e5\uff0c\u963f\u91cc\u5df4\u5df4Qwen\u56e2\u961f\u5ba3\u5e03\u5f00\u6e90\u5176\u6700\u65b0\u65d7\u8230\u7f16\u7a0b\u6a21\u578b\u2014\u2014Qwen3-Coder-480B-A35B-Instruct\u3002\u8fd9\u4e00\u6a21\u578b\u662f\u8fc4\u4eca\u4e3a\u6b62\u6700\u5f3a\u5927\u7684\u5f00\u6e90\u667a\u80fd\u7f16\u7a0b\u6a21\u578b\uff0c\u53c2\u6570\u8fbe\u5230480B\uff0c\u6fc0\u6d3b\u53c2\u6570\u4e3a35B\uff0c\u539f\u751f\u652f\u6301256K\u4e0a\u4e0b\u6587\u5e76\u53ef\u6269\u5c55\u81f3100\u4e07\u4e0a\u4e0b\u6587\uff0c\u6700\u5927\u8f93\u51fa\u53ef\u8fbe6.5\u4e07token\u3002\u57fa\u51c6\u6d4b\u8bd5\u663e\u793a\uff0cQwen3-Coder\u5728\u7f16\u7a0b\u3001\u667a\u80fd\u4f53\u7f16\u7a0b\u3001\u6d4f\u89c8\u5668\u4f7f\u7528\u548c\u5de5\u5177\u8c03\u7528\u7b49\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u8d85\u8d8a\u4e86Kimi K2\u3001DeepSeek V3\u7b49\u5f00\u6e90\u6a21\u578b\u4ee5\u53caGPT-4.1\uff0c\u5176\u6027\u80fd\u53ef\u4e0eClaude Sonnet 4\u76f8\u5ab2\u7f8e\u3002\u6b64\u6a21\u578b\u5c06\u4e3a\u521d\u5b66\u8005\u5e26\u6765\u66f4\u9ad8\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u5e2e\u52a9\u4ed6\u4eec\u5728\u77ed\u65f6\u95f4\u5185\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u300226\u65e5\uff0c\u963f\u91cc\u5ba3\u5e03Qwen3-Coder\u6a21\u578b\u5728\u901a\u4e49\u7075\u7801IDE\u53ca\u63d2\u4ef6\u4e2d\u514d\u8d39\u5f00\u653e\u4e0d\u9650\u91cf\u4f7f\u7528\u3002<\/p>\n\n\n\n

7\u670823\u65e5\uff0cGitHub\u6b63\u5f0f\u63a8\u51fa\u4e86\u9762\u5411Copilot Pro+\u8ba2\u9605\u7528\u6237\u7684GitHub Spark\u516c\u5171\u9884\u89c8\u3002\u8be5\u5de5\u5177\u65e8\u5728\u5c06\u7528\u6237\u4ece\u60f3\u6cd5\u8fc5\u901f\u5f15\u5bfc\u81f3\u90e8\u7f72\u5e94\u7528\uff0c\u8282\u7701\u5f00\u53d1\u65f6\u95f4\u3002\u7528\u6237\u53ea\u9700\u63cf\u8ff0\u60f3\u6cd5\uff0cSpark\u4fbf\u80fd\u81ea\u52a8\u6784\u5efa\u5305\u62ec\u524d\u7aef\u548c\u540e\u7aef\u7684\u5b8c\u6574\u667a\u80fd\u5e94\u7528\uff0c\u6240\u6709\u529f\u80fd\u90fd\u7531Claude Sonnet 4\u9a71\u52a8\u3002\u65e0\u9700\u989d\u5916\u8bbe\u7f6e\uff0c\u6570\u636e\u5904\u7406\u3001LLM\u63a8\u7406\u3001\u6258\u7ba1\u548cGitHub\u8ba4\u8bc1\u90fd\u5df2\u5f00\u7bb1\u5373\u7528\u3002\u6b64\u5916\uff0cSpark\u5141\u8bb8\u7528\u6237\u968f\u65f6\u6dfb\u52a0AI\u529f\u80fd\uff0c\u652f\u6301\u4e00\u952e\u90e8\u7f72\u5e94\u7528\uff0c\u5e76\u53ef\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u3001\u53ef\u89c6\u5316\u7f16\u8f91\u6216\u4ee3\u7801\u4e0eGitHub Copilot\u8fdb\u884c\u4e92\u52a8\uff0c\u8f7b\u677e\u521b\u5efa\u548c\u540c\u6b65\u4ee3\u7801\u5e93\u3002<\/p>\n\n\n\n

7\u670824\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seed\u56e2\u961f\u6b63\u5f0f\u53d1\u5e03\u4e86\u5176\u7aef\u5230\u7aef\u540c\u58f0\u4f20\u8bd1\u6a21\u578b\u2014\u2014Seed LiveInterpret 2.0\u3002\u8be5\u7cfb\u7edf\u5b9e\u73b0\u4e86\u4e2d\u82f1\u8bed\u97f3\u7ffb\u8bd1\u8d28\u91cf\u7684\u4e1a\u754c\u9886\u5148\u6c34\u5e73\uff0c\u5177\u5907\u63a5\u8fd1\u4eba\u7c7b\u6c34\u5e73\u7684\u5ef6\u8fdf\u4e0e\u51c6\u786e\u7387\u3002\u57fa\u4e8e\u5168\u53cc\u5de5\u7aef\u5230\u7aef\u8bed\u97f3\u751f\u6210\u7406\u89e3\u6846\u67b6\uff0cSeed LiveInterpret 2.0\u4e0d\u4ec5\u652f\u6301\u4e2d\u82f1\u4e92\u8bd1\uff0c\u5b9e\u65f6\u5904\u7406\u591a\u4eba\u8bed\u97f3\uff0c\u8fd8\u80fd\u5728\u201c\u8fb9\u542c\u8fb9\u8bf4\u201d\u7684\u60c5\u51b5\u4e0b\uff0c\u4f4e\u5ef6\u8fdf\u5730\u8f93\u51fa\u76ee\u6807\u8bed\u8a00\u7684\u7ffb\u8bd1\u3002\u521b\u65b0\u76840\u6837\u672c\u58f0\u97f3\u590d\u523b\u529f\u80fd\u4f7f\u5f97\u6c9f\u901a\u66f4\u52a0\u81ea\u7136\u6d41\u7545\u3002\u6d4b\u8bd5\u663e\u793a\uff0c\u8be5\u7cfb\u7edf\u5728\u9762\u5bf9\u957f\u8fbe40\u79d2\u7684\u4e2d\u6587\u8868\u8fbe\u65f6\uff0c\u80fd\u591f\u987a\u7545\u5730\u8f93\u51fa\u540c\u6b3e\u97f3\u8272\u7684\u82f1\u8bed\u7ffb\u8bd1\u3002<\/p>\n\n\n\n

7\u670824\u65e5\uff0c\u963f\u91cc\u5df4\u5df4Qwen\u5ba3\u5e03\u63a8\u51fa\u65b0\u7684\u673a\u5668\u7ffb\u8bd1\u6a21\u578bQwen-MT\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7Qwen API\uff08qwen-mt-turbo\uff09\u76f4\u63a5\u4f53\u9a8c\u5176\u5feb\u901f\u4e14\u7cbe\u51c6\u7684\u7ffb\u8bd1\u80fd\u529b\u3002\u8be5\u6a21\u578b\u57fa\u4e8eQwen3\uff0c\u5f15\u5165\u4e86\u5927\u89c4\u6a21\u591a\u8bed\u8a00\u548c\u7ffb\u8bd1\u6570\u636e\u7684\u8bad\u7ec3\uff0c\u663e\u8457\u63d0\u5347\u4e86\u7ffb\u8bd1\u7684\u51c6\u786e\u6027\u548c\u6d41\u7545\u5ea6\u3002Qwen-MT\u652f\u630192\u79cd\u8bed\u8a00\u4e92\u8bd1\uff0c\u8986\u76d695%\u4ee5\u4e0a\u7684\u5168\u7403\u4eba\u53e3\uff0c\u6ee1\u8db3\u5e7f\u6cdb\u7684\u8bed\u8a00\u9700\u6c42\u3002\u5176\u4e13\u4e1a\u7ffb\u8bd1\u529f\u80fd\u5305\u62ec\u672f\u8bed\u5e72\u9884\u4e0e\u9886\u57df\u63d0\u793a\uff0c\u5141\u8bb8\u7528\u6237\u81ea\u5b9a\u4e49\u7ffb\u8bd1\u63d0\u793a\uff0c\u9002\u7528\u4e8e\u590d\u6742\u573a\u666f\u3002\u6b64\u5916\uff0c\u8f7b\u91cf\u7ea7\u7684MoE\u67b6\u6784\u4f7f\u5176\u5728\u4fdd\u8bc1\u6027\u80fd\u7684\u540c\u65f6\uff0c\u54cd\u5e94\u5feb\u4e14\u6210\u672c\u4f4e\uff0c\u6bcf\u767e\u4e07\u8f93\u51fatoken\u4ec5\u97002\u5143\uff0c\u9002\u5408\u9ad8\u5e76\u53d1\u548c\u5b9e\u65f6\u5e94\u7528\u9700\u6c42\u3002<\/p>\n\n\n\n

7\u670824\u65e5\uff0c\u8c37\u6b4c\u63a8\u51faAI\u667a\u80fd\u4f53\u7f16\u6392\u5de5\u5177Opal\uff0c\u652f\u6301\u901a\u8fc7\u6587\u672c\u6307\u4ee4\u521b\u5efa\u7f51\u9875\u5e94\u7528\u5e76\u53ef\u89c6\u5316\u8c03\u6574\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6574\u5408\u591a\u6a21\u578b\u80fd\u529b\u964d\u4f4e\u5f00\u53d1\u95e8\u69db\u3002<\/p>\n\n\n\n

7\u670825\u65e5\uff0c\u9636\u8dc3\u661f\u8fb0\u5728WAIC\u5927\u4f1a\u524d\u53ec\u5f00\u53d1\u5e03\u4f1a\u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90\u5168\u65b0\u57fa\u5ea7\u6a21\u578bStep3\u3002<\/p>\n\n\n\n

7\u670825\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5343\u95ee\u5f00\u6e90Qwen3-235B-A22B-Thinking-2507\uff0c\u63d0\u5347\u63a8\u7406\u6027\u80fd\u4e0e\u901a\u7528\u80fd\u529b\uff0c\u6027\u80fd\u5bf9\u6807\u9876\u5c16\u95ed\u6e90\u6a21\u578b\u3002<\/p>\n\n\n\n

7\u670826\u65e5\uff0c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u6b63\u5f0f\u5f00\u6e90\u4e86\u4e66\u751f\u79d1\u5b66\u591a\u6a21\u6001\u5927\u6a21\u578bIntern-S1\u3002\u8fd9\u6b3e\u6a21\u578b\u62e5\u6709241\u4ebf\u53c2\u6570\uff0c\u5177\u5907\u5f3a\u5927\u7684\u591a\u6a21\u6001\u6df7\u5408\u63a8\u7406\u80fd\u529b\uff0c\u80fd\u591f\u5904\u7406\u548c\u7406\u89e3\u591a\u79cd\u5f62\u5f0f\u7684\u4fe1\u606f\u3002Intern-S1\u7684\u53d1\u5e03\u5c06\u4e3a\u79d1\u7814\u548c\u5e94\u7528\u9886\u57df\u63d0\u4f9b\u65b0\u7684\u673a\u9047\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff0c\u5e76\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u63d0\u4f9b\u4e00\u4e2a\u6709\u529b\u7684\u5de5\u5177\u6765\u63a2\u7d22\u548c\u521b\u65b0\u3002<\/p>\n\n\n\n

7\u670826\u65e5\uff0c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u53d1\u5e03\u4e86\u5177\u8eab\u5168\u6808\u5f15\u64ceIntern-Robotics\uff0c\u5e76\u5411\u5168\u7403\u5f00\u53d1\u8005\u5f00\u653e\u3002\u8be5\u5f15\u64ce\u901a\u8fc7\u865a\u62df\u4eff\u771f\u5efa\u6a21\u3001\u865a\u5b9e\u6570\u636e\u8d2f\u901a\u53ca\u8bad\u6d4b\u4e00\u4f53\u5316\u6280\u672f\u4f53\u7cfb\uff0c\u5b9e\u73b0\u4e86\u591a\u9879\u521b\u65b0\u7a81\u7834\u3002\u5176\u201c\u4e00\u8111\u591a\u5f62\u201d\u80fd\u529b\u53ef\u9002\u914d10\u4f59\u79cd\u673a\u5668\u4eba\u5f62\u6001\uff0c\u4e14\u901a\u8fc7\u878d\u5408\u771f\u5b9e\u91c7\u96c6\u4e0e\u865a\u62df\u5408\u6210\u6570\u636e\uff0c\u5c06\u6570\u91c7\u6210\u672c\u964d\u81f30.06%\u3002<\/p>\n\n\n\n

7\u670827\u65e5\uff0c\u57282025\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\u4e0a\uff0c\u817e\u8baf\u6b63\u5f0f\u53d1\u5e03\u4e86\u6df7\u51433D\u4e16\u754c\u6a21\u578b1.0\u5e76\u5168\u9762\u5f00\u6e90\u3002\u8be5\u6a21\u578b\u662f\u4e1a\u754c\u9996\u4e2a\u5141\u8bb8\u7528\u6237\u6c89\u6d78\u6f2b\u6e38\u3001\u4ea4\u4e92\u548c\u4eff\u771f\u7684\u4e16\u754c\u751f\u6210\u6a21\u578b\uff0c\u6781\u5927\u5730\u62d3\u5c55\u4e86\u6e38\u620f\u5f00\u53d1\u3001VR\u548c\u6570\u5b57\u5185\u5bb9\u521b\u4f5c\u7b49\u9886\u57df\u7684\u53ef\u80fd\u6027\u3002\u6df7\u51433D\u4e16\u754c\u6a21\u578b1.0\u7ed3\u5408\u4e86\u5168\u666f\u89c6\u89c9\u751f\u6210\u4e0e\u5206\u5c423D\u91cd\u5efa\u6280\u672f\uff0c\u652f\u6301\u6587\u5b57\u548c\u56fe\u7247\u8f93\u5165\uff0c\u4ec5\u9700\u51e0\u5206\u949f\u4fbf\u53ef\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u98ce\u683c\u591a\u6837\u7684\u53ef\u6f2b\u6e383D\u573a\u666f\uff0c\u539f\u672c\u9700\u8981\u4e13\u4e1a\u5efa\u6a21\u56e2\u961f\u6570\u5468\u624d\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u73b0\u5728\u53ef\u901a\u8fc7\u7b80\u5355\u7684\u8f93\u5165\u5feb\u901f\u5b9e\u73b0\u3002<\/p>\n\n\n\n

issue131 2025.7.28-8.3<\/strong><\/p>\n\n\n\n

7\u670828\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u4e86\u5176\u89c6\u9891\u751f\u6210\u6a21\u578b\u901a\u4e49\u4e07\u76f8Wan2.2\uff0c\u5305\u62ec\u4e09\u6b3e\u65b0\u6a21\u578b\uff1a\u6587\u751f\u89c6\u9891Wan2.2-T2V-A14B\u3001\u56fe\u751f\u89c6\u9891Wan2.2-I2V-A14B\u548c\u7edf\u4e00\u89c6\u9891\u751f\u6210Wan2.2-IT2V-5B\u3002\u6587\u751f\u548c\u56fe\u751f\u89c6\u9891\u6a21\u578b\u662f\u4e1a\u5185\u9996\u4e2a\u91c7\u7528MoE\u67b6\u6784\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u53c2\u6570\u603b\u91cf\u8fbe\u523027\u4ebf\uff0c\u6fc0\u6d3b\u53c2\u6570\u4e3a14\u4ebf\uff0c\u5b9e\u73b0\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u51cf\u534a\uff0c\u5e76\u5728\u590d\u6742\u8fd0\u52a8\u751f\u6210\u548c\u4eba\u7269\u4ea4\u4e92\u7b49\u65b9\u9762\u8868\u73b0\u663e\u8457\u63d0\u5347\u3002\u6b64\u5916\uff0c\u7edf\u4e00\u89c6\u9891\u751f\u6210\u6a21\u578b\u652f\u6301\u6587\u56fe\u7ed3\u5408\uff0c\u53ef\u5728\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u90e8\u7f72\uff0c\u5177\u590724\u5e27\u6bcf\u79d2\u3001720P\u7684\u5feb\u901f\u751f\u6210\u80fd\u529b\u3002<\/p>\n\n\n\n

7\u670828\u65e5\uff0c\u667a\u8c31\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u65d7\u8230\u6a21\u578bGLM-4.5\uff0c\u5e76\u5728Hugging Face\u4e0a\u540c\u6b65\u5f00\u6e90\u3002\u8be5\u6a21\u578b\u5728\u5185\u6d4b\u4e2d\u8868\u73b0\u51fa\u4f17\uff0c\u878d\u5408\u4e86\u63a8\u7406\u3001\u4ee3\u7801\u53ca\u591a\u79cd\u80fd\u529b\uff0c\u88ab\u5b9a\u4f4d\u4e3a\u201cAgent\u57fa\u5ea7\u6a21\u578b\u201d\u3002GLM-4.5\u572812\u4e2a\u8bc4\u6d4b\u57fa\u51c6\u4e2d\u7684\u5e73\u5747\u5206\u4f4d\u5217\u5168\u7403\u7b2c\u4e09\u3001\u56fd\u4ea7\u7b2c\u4e00\uff0c\u8fbe\u5230\u4e86\u5f00\u6e90\u9886\u57df\u7684SOTA\uff08\u6c34\u51c6\uff09\uff0c\u5c55\u793a\u4e86\u5176\u5f3a\u5927\u7684\u6027\u80fd\u548c\u5e94\u7528\u6f5c\u529b\u3002\u7528\u6237\u53ef\u901a\u8fc7\u667a\u8c31\u6e05\u8a00\u6216Z.ai\u4f53\u9a8c\u3002<\/p>\n\n\n\n

7\u670829\u65e5\uff0c\u5728\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\uff08WAIC\uff09\u671f\u95f4\uff0c\u5feb\u624b\u53ef\u7075AI\u63a8\u51fa\u4e86\u5168\u65b0\u521b\u610f\u5de5\u4f5c\u53f0\u529f\u80fd\u201c\u7075\u52a8\u753b\u5e03\u201d\u3002\u8be5\u529f\u80fd\u652f\u6301\u6700\u591a5\u4eba\u540c\u65f6\u534f\u4f5c\uff0c\u5141\u8bb8\u521b\u4f5c\u8005\u5728\u540c\u4e00\u753b\u5e03\u4e0a\u5171\u4eab\u7d20\u6750\u3001\u5b9e\u65f6\u4e92\u52a8\u5e76\u4e00\u952e\u5bfc\u51fa\uff0c\u5f62\u6210\u66f4\u6d41\u7545\u7684\u521b\u4f5c\u95ed\u73af\u3002\u7075\u52a8\u753b\u5e03\u7279\u522b\u9002\u5408\u56e2\u961f\u9879\u76ee\uff0c\u53ef\u4ee5\u6709\u6548\u6fc0\u53d1\u521b\u610f\u3001\u63d0\u5347\u6548\u7387\u3002\u521b\u4f5c\u8005\u80fd\u591f\u5c06\u96f6\u6563\u7684\u521b\u610f\u8fc5\u901f\u8f6c\u5316\u4e3a\u6587\u672c\u3001\u56fe\u50cf\u6216\u89c6\u9891\u8282\u70b9\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u89c6\u89c9\u4f5c\u54c1\uff0c\u5927\u5927\u63d0\u9ad8\u4e86\u521b\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n

7\u670829\u65e5\uff0c\u4eac\u4e1c\u4e91\u5ba3\u5e03\u5f00\u6e90JoyAgent\u667a\u80fd\u4f53\uff0c\u6210\u4e3a\u884c\u4e1a\u9996\u4e2a100%\u5f00\u6e90\u7684\u4f01\u4e1a\u7ea7\u667a\u80fd\u4f53\uff0c\u6db5\u76d6\u524d\u7aef\u3001\u540e\u7aef\u3001\u6846\u67b6\u3001\u5f15\u64ce\u53ca\u6838\u5fc3\u5b50\u667a\u80fd\u4f53\uff0c\u5141\u8bb8\u7528\u6237\u8fdb\u884c\u672c\u5730\u72ec\u7acb\u90e8\u7f72\u3002\u7ecf\u8fc7\u4eac\u4e1c\u5185\u90e8\u591a\u573a\u666f\u9a8c\u8bc1\uff0c\u8be5\u667a\u80fd\u4f53\u5177\u5907\u9ad8\u53ef\u7528\u6027\u548c\u591a\u667a\u80fd\u4f53\u534f\u540c\u80fd\u529b\uff0c\u5f25\u8865\u4e86AI\u843d\u5730\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\uff0c\u52a9\u529b\u4f01\u4e1a\u5feb\u901f\u5e94\u7528\u667a\u80fd\u4f53\u4e8e\u751f\u4ea7\u573a\u666f\u3002JoyAgent\u63d0\u4f9b\u4e86\u591a\u79cd\u9884\u7f6e\u5b50\u667a\u80fd\u4f53\uff0c\u652f\u6301\u4e0d\u540c\u6587\u4ef6\u683c\u5f0f\u7684\u4ea4\u4ed8\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u8fc5\u901f\u5b9e\u73b0\u5b9a\u5236\u5316\u529f\u80fd\u3002<\/p>\n\n\n\n

7\u670829\u65e5\uff0c\u8c46\u5305\u5b98\u5ba3\u56fe\u7247\u7406\u89e3\u80fd\u529b\u5347\u7ea7\uff0c\u52a0\u5165\u89c6\u89c9\u63a8\u7406\uff0c\u56fe\u7247\u5206\u6790\u652f\u6301\u6df1\u5ea6\u601d\u8003\u3002<\/p>\n\n\n\n

7\u670830\u65e5\uff0cCAMEL-AI\u56e2\u961f\u5ba3\u5e03\u63a8\u51fa\u5168\u7403\u9996\u4e2a\u684c\u9762\u7aef\u591a\u667a\u80fd\u4f53\u56e2\u961f\u7cfb\u7edfEigent\uff0c\u57fa\u4e8e\u5f00\u6e90\u9879\u76eeCAMEL\u548cOWL\u6784\u5efa\u3002Eigent\u4e0d\u4ec5\u662f\u5355\u4e00AI\u5de5\u5177\uff0c\u66f4\u50cf\u662f\u4e00\u4e2a\u4e13\u5c5e\u7684AI\u5de5\u4f5c\u56e2\u961f\uff0c\u80fd\u591f\u9ad8\u6548\u5904\u7406\u590d\u6742\u6d41\u7a0b\u3002\u7528\u6237\u53ef\u6839\u636e\u884c\u4e1a\u9700\u6c42\u81ea\u5b9a\u4e49\u591a\u4f4d\u667a\u80fd\u4f53\uff0c\u5e76\u5b9e\u73b0\u5e76\u884c\u6267\u884c\uff0c\u663e\u8457\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002\u540c\u65f6\uff0cEigent\u5177\u5907\u4eba\u7c7b\u968f\u65f6\u4ecb\u5165\u7684\u80fd\u529b\uff0c\u786e\u4fdd\u6267\u884c\u8fc7\u7a0b\u7a33\u59a5\u3002\u6b64\u5916\uff0c\u7528\u6237\u80fd\u591f\u7075\u6d3b\u63a5\u5165\u8d85\u8fc7200\u79cdMCP\u5de5\u5177\uff0c\u4e14\u7cfb\u7edf\u652f\u6301100%\u5f00\u6e90\u4e0e\u672c\u5730\u90e8\u7f72\uff0c\u4ee5\u4fdd\u969c\u9690\u79c1\u548c\u53ef\u63a7\u6027\u3002<\/p>\n\n\n\n

Midjourney 7 AI\u89c6\u9891\u751f\u6210\u63a8\u51fa\u66f4\u65b0\uff0c\u589e\u5f3a\u4e86\u89c6\u9891\u521b\u4f5c\u7684\u591a\u6837\u6027\u3002\u65b0\u7684\u65e0\u7f1d\u89c6\u9891\u5faa\u73af\u529f\u80fd\u4f7f\u7528\u6237\u80fd\u591f\u8fde\u7eed\u64ad\u653e\u89c6\u9891\u800c\u4e0d\u51fa\u73b0\u4e2d\u65ad\uff0c\u975e\u5e38\u9002\u5408\u827a\u672f\u548c\u6c89\u6d78\u5f0f\u9879\u76ee\u3002\u6b64\u5916\uff0c\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49\u542f\u52a8\u548c\u7ed3\u675f\u6846\u67b6\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u5177\u51dd\u805a\u529b\u7684\u53d9\u8ff0\u3002\u52a8\u6001\u8fc7\u6e21\u529f\u80fd\u4e3a\u9879\u76ee\u589e\u6dfb\u4e86\u6df1\u5ea6\uff0c\u800c\u89c6\u9891\u6269\u5c55\u5de5\u5177\u5219\u5141\u8bb8\u7528\u6237\u6dfb\u52a0\u65b0\u7684\u7ed3\u5c3e\u6846\u67b6\uff0c\u7075\u6d3b\u5ef6\u5c55\u5185\u5bb9\u3002\u6b64\u5916\uff0c\u6539\u8fdb\u7684\u60c5\u7eea\u677f\u7ec4\u7ec7\u7b80\u5316\u4e86\u8d44\u4ea7\u7ba1\u7406\uff0c\u63d0\u9ad8\u4e86\u521b\u610f\u53c2\u8003\u7684\u5206\u7c7b\u548c\u8bbf\u95ee\u6548\u7387\u3002<\/p>\n\n\n\n

Midjourney \u8fd8\u5728\u63a2\u7d22\u9875\u9762\u5de6\u4e0a\u89d2\u63a8\u51fa \u201c\u4e3a\u60a8\u7cbe\u9009\u201d \u6309\u94ae\uff0c\u7528\u6237\u53ef\u8fc5\u901f\u83b7\u53d6\u4e00\u7cfb\u5217\u7b26\u5408\u81ea\u5df1\u521b\u610f\u504f\u597d\u7684\u5185\u5bb9\uff0c\u70b9\u51fb\u8be5\u6309\u94ae\uff0c\u7cfb\u7edf\u4f1a\u7efc\u5408\u8003\u91cf\u7528\u6237\u8fc7\u5f80\u7684\u4ea4\u4e92\u8bb0\u5f55\uff0c\u5305\u62ec\u56fe\u7247\u8bc4\u5206\u3001\u70b9\u8d5e\u5386\u53f2\u4ee5\u53ca\u4e0a\u4f20\u7684\u5fc3\u60c5\u677f\u7b49\u5185\u5bb9\uff0c\u4ece\u800c\u751f\u6210\u4e13\u5c5e\u4e8e\u7528\u6237\u7684\u5b9a\u5236\u5316\u56fe\u7247\u548c\u89c6\u9891\u63a8\u8350\u5217\u8868\u3002<\/p>\n\n\n\n

7\u670830\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5343\u95ee\u5ba3\u5e03Qwen3-30B-A3B\u6a21\u578b\u63a8\u51fa\u65b0\u7248\u672c\uff1aQwen3-30B-A3B-Instruct-2507\u3002\u636e\u4ecb\u7ecd\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u601d\u8003\u6a21\u5f0f\uff08non-thinking mode\uff09\u7684\u65b0\u6a21\u578b\uff0c\u957f\u6587\u672c\u7406\u89e3\u80fd\u529b\u63d0\u5347\u81f3256K\uff0c\u4ec5\u6fc0\u6d3b3B\u53c2\u6570\uff0c\u5c31\u80fd\u53d6\u5f97\u53ef\u5ab2\u7f8eGemini 2.5-Flash\uff08non-thinking\uff09\u3001GPT-4o\u7b49\u95ed\u6e90\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n

7\u670830\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u5f00\u6e90\u591a\u6a21\u6001\u7edf\u4e00\u6a21\u578bSkywork-UniPic-1.5B\u3002\u5b9e\u73b0\u56fe\u50cf\u7406\u89e3\u3001\u6587\u672c\u5230\u56fe\u50cf\u751f\u6210\u3001\u56fe\u50cf\u7f16\u8f91\u4e09\u5927\u6838\u5fc3\u80fd\u529b\u3002<\/p>\n\n\n\n

7\u670831\u65e5\uff0cManus\u63a8\u51fa\u4e00\u9879\u540d\u4e3aWide Research\u7684\u65b0\u529f\u80fd\uff0c\u8fd9\u5c06\u662f\u5e73\u53f0\u81ea3\u6708\u53d1\u5e03\u4ee5\u6765\u6700\u5927\u7684\u66f4\u65b0\u3002\u8be5\u529f\u80fd\u53ef\u901a\u8fc7\u5e76\u884c\u5904\u7406\u591a\u4e2aAI\u667a\u80fd\u4f53\uff0c\u5b9e\u73b0\u5927\u89c4\u6a21\u6570\u636e\u7684\u540c\u6b65\u8fd0\u7b97\uff0c\u9884\u8ba1\u672c\u5468\u5185\u4e0a\u7ebf\uff0c\u9996\u53d1\u7248\u672c\u5c06\u9762\u5411\u6708\u8d39199\u7f8e\u5143\u7684\u9ad8\u7ea7\u8ba2\u9605\u7528\u6237\u3002Wide Research\u7684\u6838\u5fc3\u5728\u4e8e\u201c\u667a\u80fd\u4f53\u96c6\u7fa4\u534f\u4f5c\u201d\uff0c\u7528\u6237\u53ef\u4ee5\u6307\u6d3e\u6570\u5341\u4e2a\u667a\u80fd\u4f53\u534f\u4f5c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\uff0c\u4f8b\u5982\u751f\u6210\u6d77\u62a5\u8bbe\u8ba1\u3001\u8bc4\u9009\u5168\u7403\u524d100 MBA\u9879\u76ee\u6216\u5206\u6790\u80a1\u7968\u8868\u73b0\u7b49\uff0c\u8fd9\u4e9b\u901a\u5e38\u662f\u73b0\u6709\u5de5\u5177\u96be\u4ee5\u5b9e\u73b0\u7684\u3002<\/p>\n\n\n\n

7\u670831\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seed\u56e2\u961f\u53d1\u5e03\u4e86\u5b9e\u9a8c\u6027\u6269\u6563\u8bed\u8a00\u6a21\u578bSeed Diffusion Preview\uff0c\u65e8\u5728\u901a\u8fc7\u7ed3\u6784\u5316\u4ee3\u7801\u751f\u6210\u529f\u80fd\u9a8c\u8bc1\u79bb\u6563\u6269\u6563\u6280\u672f\u4f5c\u4e3a\u4e0b\u4e00\u4ee3\u8bed\u8a00\u6a21\u578b\u57fa\u7840\u6846\u67b6\u7684\u53ef\u884c\u6027\u3002\u8be5\u6a21\u578b\u5f15\u5165\u4e86\u4e24\u9636\u6bb5\u6269\u6563\u8bad\u7ec3\u3001\u7ea6\u675f\u987a\u5e8f\u5b66\u4e60\u548c\u5f3a\u5316\u9ad8\u6548\u5e76\u884c\u89e3\u7801\u7b49\u5173\u952e\u6280\u672f\uff0c\u5b9e\u9a8c\u8868\u660e\u5176\u4ee3\u7801\u63a8\u7406\u901f\u5ea6\u53ef\u8fbe2146 tokens\/s\uff0c\u76f8\u6bd4\u540c\u89c4\u6a21\u7684\u81ea\u56de\u5f52\u6a21\u578b\u63d0\u5347\u4e865.4\u500d\u3002\u5728\u591a\u4e2a\u4ee3\u7801\u751f\u6210\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cSeed Diffusion Preview\u8868\u73b0\u51fa\u4e0e\u81ea\u56de\u5f52\u6a21\u578b\u76f8\u5f53\u7684\u6027\u80fd\uff0c\u5c24\u5176\u5728\u9700\u8981\u5168\u5c40\u89c6\u91ce\u89c4\u5212\u7684\u4efb\u52a1\u4e2d\u5c55\u73b0\u51fa\u66f4\u4f18\u4f18\u52bf\uff0c\u4e3a\u89e3\u51b3\u590d\u6742\u7684\u7ed3\u6784\u5316\u63a8\u7406\u95ee\u9898\u63d0\u4f9b\u4e86\u65b0\u601d\u8def\u3002<\/p>\n\n\n\n

8\u67081\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5343\u95ee\u56e2\u961f\u53d1\u5e03\u4e86\u65b0\u5347\u7ea7\u7684Qwen3-30B-A3B-Thinking-2507 MoE\u6a21\u578b\uff0c\u589e\u5f3a\u4e86256K\u957f\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u3002Thinking\u6a21\u578b\u5728\u903b\u8f91\u63a8\u7406\u3001\u6570\u5b66\u3001\u79d1\u5b66\u4ee5\u53ca\u7f16\u7801\u7b49\u4e13\u4e1a\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u52a0\u5f3a\u4e86\u6307\u4ee4\u6267\u884c\u548c\u5de5\u5177\u4f7f\u7528\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

8\u67081\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5343\u95eeQwen\u56e2\u961f\u8fd8\u63a8\u51fa\u4e86\u53e6\u4e00\u4e2a\u7f16\u7a0b\u6a21\u578bQwen3-Coder-Flash\uff0c\u5168\u540d\u4e3aQwen3-Coder-30B-A3B-Instruct\uff0c\u65e8\u5728\u63d0\u4f9b\u5353\u8d8a\u7684\u7f16\u7a0b\u4f53\u9a8c\u3002\u8be5\u6a21\u578b\u5728\u6027\u80fd\u548c\u6548\u7387\u4e0a\u8868\u73b0\u7a81\u51fa\uff0c\u62e5\u6709\u4eba\u7c7b\u4ee3\u7406\u5f0f\u7f16\u7a0b\u3001\u6d4f\u89c8\u5668\u4f7f\u7528\u548c\u5de5\u5177\u8c03\u7528\u7b49\u9886\u57df\u7684\u8d85\u5f3aAgent\u80fd\u529b\uff0c\u4ec5\u6b21\u4e8e\u9876\u914d\u7248Qwen3-Coder-480B-A35B-Instruct\u53ca\u5176\u5b83\u95ed\u6e90\u9886\u5148\u6a21\u578b\u3002Qwen3-Coder-Flash\u8fd8\u4f18\u5316\u4e86\u957f\u4e0a\u4e0b\u6587\u7406\u89e3\uff0c\u539f\u751f\u652f\u6301256K tokens\uff0c\u5e76\u53ef\u6269\u5c55\u81f31M tokens\uff0c\u89e3\u51b3\u4e86\u4ee3\u7801\u4e0a\u4e0b\u6587\u65ad\u5c42\u7684\u95ee\u9898\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u66f4\u4e3a\u4fbf\u6377\u9ad8\u6548\u7684\u7f16\u7a0b\u5de5\u5177\u3002<\/p>\n\n\n\n

8\u67081\u65e5\uff0cAugment\u6b63\u5f0f\u63a8\u51fa\u5168\u65b0\u547d\u4ee4\u884c\u754c\u9762\uff08CLI\uff09\u5de5\u5177Auggie\u3002Auggie\u65e8\u5728\u589e\u5f3a\u5f00\u53d1\u8005\u5728\u7ec8\u7aef\u73af\u5883\u4e2d\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u901a\u8fc7\u5f3a\u5927\u7684\u4e0a\u4e0b\u6587\u5f15\u64ce\u6df1\u5ea6\u7406\u89e3\u4ee3\u7801\u5e93\uff0c\u5e76\u4e0eVisual Studio Code\u53caJetBrains IDE\u7b49\u4e3b\u6d41\u73af\u5883\u6df1\u5ea6\u6574\u5408\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528\u7b80\u5355\u547d\u4ee4\u5feb\u901f\u767b\u5f55\uff0c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002\u8be5\u5de5\u5177\u7684Unix\u98ce\u683c\u8bbe\u8ba1\u4fbf\u4e8e\u4e0e\u73b0\u6709\u811a\u672c\u96c6\u6210\uff0c\u652f\u6301CI\u7ba1\u9053\u4e2d\u7684\u4ee3\u7801\u5ba1\u67e5\u548c\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u8fd8\u80fd\u751f\u6210GitHub Actions\u914d\u7f6e\uff0c\u7b80\u5316Pull Request\u6d41\u7a0b\uff0c\u4e3a\u8f6f\u4ef6\u5f00\u53d1\u5e26\u6765\u66f4\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n

\u817e\u8baf\u53d1\u5e03\u591a\u6a21\u6001 AI \u6a21\u578b X-Omni\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf AI \u56fe\u50cf\u751f\u6210\u4e2d\u6587\u5b57\u6e32\u67d3\u4e0d\u51c6\u786e\u7684\u95ee\u9898\u3002\u5176\u91c7\u7528\u521b\u65b0\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u7ed3\u5408\u591a\u79cd\u8bc4\u4f30\u5de5\u5177\u63d0\u4f9b\u5b9e\u65f6\u53cd\u9988\uff0c\u5b9e\u73b0\u56fe\u50cf\u751f\u6210\u4e0e\u7406\u89e3\u7684\u7edf\u4e00\u5efa\u6a21\u3002\u5728\u6027\u80fd\u6d4b\u8bd5\u4e2d\uff0c\u8be5\u6a21\u578b\u4e2d\u82f1\u6587\u957f\u6587\u672c\u6e32\u67d3\u51c6\u786e\u7387\u9ad8\uff0c\u8d85\u8d8a GPT-4o \u7b49\u4e3b\u6d41\u6a21\u578b\uff0c\u5728\u6587\u672c\u5230\u56fe\u50cf\u751f\u6210\u3001\u56fe\u50cf\u7406\u89e3\u7b49\u4efb\u52a1\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u9a8c\u8bc1\u4e86\u7edf\u4e00\u591a\u6a21\u6001\u5efa\u6a21\u7684\u53ef\u884c\u6027\uff0cAI\u8f85\u52a9\u5185\u5bb9\u521b\u4f5c\u7684\u6548\u7387\u548c\u8d28\u91cf\u90fd\u5c06\u5f97\u5230\u63d0\u5347\u3002<\/p>\n\n\n\n

8\u67082\u65e5\uff0c\u8c37\u6b4c\u63a8\u51fa\u5176\u6700\u65b0\u63a8\u7406\u6a21\u578bGemini 2.5 Deep Think\uff0c\u8fd9\u662f\u4eca\u5e74\u56fd\u9645\u6570\u5b66\u5965\u6797\u5339\u514b\uff08IMO\uff09\u91d1\u724c\u6a21\u578b\u7684\u6539\u8fdb\u7248\u3002\u8be5\u6a21\u578b\u5728IMO\u4e2d\u89e3\u7b54\u4e866\u9053\u9898\u4e2d\u76845\u9053\uff0c\u603b\u5206\u8fbe35\u5206\uff08\u6ee1\u520642\u5206\uff09\uff0c\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6570\u5b66\u63a8\u7406\u80fd\u529b\u3002\u65b0\u7248\u672c\u76f8\u8f83\u4e8e\u65e7\u7248\u5728\u901f\u5ea6\u548c\u6613\u7528\u6027\u4e0a\u6709\u663e\u8457\u63d0\u5347\uff0c\u5185\u90e8\u8bc4\u4f30\u663e\u793a\u57282025\u5e74IMO\u6d4b\u8bd5\u4e2d\u53ef\u8fbe\u5230\u94dc\u724c\u6c34\u5e73\u3002\u6b64\u5916\uff0cGemini 2.5 Deep Think\u5728\u6311\u6218\u6027\u7684\u7f16\u7a0b\u548c\u79d1\u5b66\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u540c\u5176\u4ed6\u6a21\u578b\u76f8\u6bd4\u8868\u73b0\u6700\u4f73\u3002<\/p>\n\n\n\n

Kimi\u53d1\u5e03\u4e86\u5176\u9ad8\u901f\u7248\u6a21\u578bKimi K2 Turbo API\uff0c\u8f93\u51fa\u901f\u5ea6\u4ece\u6bcf\u79d210 Tokens\u63d0\u5347\u81f3\u6bcf\u79d240 Tokens\uff0c\u6a21\u578b\u53c2\u6570\u4e0e\u539f\u7248Kimi K2\u4e00\u81f4\u3002\u8be5\u9ad8\u901f\u7248\u73b0\u6b63\u9650\u65f6\u63d0\u4f9b5\u6298\u7279\u60e0\uff0c\u6298\u6263\u4ef7\u683c\u4e3a\u6bcf\u767e\u4e07 tokens\u8f93\u5165\uff08\u7f13\u5b58\u547d\u4e2d\uff09\u00a52.00\u3001\uff08\u7f13\u5b58\u672a\u547d\u4e2d\uff09\u00a58.00\uff0c\u4ee5\u53ca\u8f93\u51fa\u4ef7\u683c\u00a532.00\u3002\u7279\u60e0\u6d3b\u52a8\u5c06\u4e8e9\u67081\u65e5\u7ed3\u675f\uff0c\u5c4a\u65f6\u6062\u590d\u539f\u4ef7\u3002<\/p>\n\n\n\n

issue132 2025.8.4-8.10<\/strong><\/p>\n\n\n\n

BFL\u53d1\u5e03\u4e86FLUX.1 Krea [dev]\uff0c\u8fd9\u662f\u4e00\u4e2a\u65b0\u578b\u5f00\u653e\u5f0f\u6743\u91cdFLUX\u6a21\u578b\uff0c\u65e8\u5728\u5b9e\u73b0\u7167\u7247\u7ea7\u771f\u5b9e\u611f\u3002\u8be5\u6a21\u578b\u662fBFL\u4e0ekrea ai\u5408\u4f5c\u5f00\u53d1\uff0c\u4e13\u6ce8\u4e8e\u751f\u6210\u5177\u6709\u72ec\u7279\u7f8e\u5b66\u7684\u56fe\u50cf\uff0c\u80fd\u591f\u6709\u6548\u6d88\u9664\u5e38\u89c1\u7684\u201cAI\u611f\u201d\uff0c\u907f\u514d\u8fc7\u66dd\u7684\u9ad8\u5149\uff0c\u5448\u73b0\u81ea\u7136\u7ec6\u8282\u3002<\/p>\n\n\n\n

8\u67084\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u53d1\u5e03\u4e86\u56db\u6b3e\u5c0f\u5c3a\u5bf8\u5f00\u6e90\u6a21\u578b\uff0c\u53c2\u6570\u5206\u522b\u4e3a0.5B\u30011.8B\u30014B\u548c7B\uff0c\u5747\u53ef\u5728\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u8fd0\u884c\u3002Hunyuan 7B\u6a21\u578b\u5728\u6570\u5b66\u80fd\u529b\u4e0a\u8d85\u8d8a\u4e86OpenAI\u7684o1-mini\u548cQwen3-8B\uff0c\u5e76\u5728\u591a\u9879\u6d4b\u8bd5\u4e2d\u9886\u5148\u3002\u6b64\u6a21\u578b\u539f\u751f\u652f\u6301256k\u4e0a\u4e0b\u6587\uff0c\u80fd\u591f\u4e00\u6b21\u8bfb\u53d6\u4e09\u672c\u300a\u54c8\u5229\u6ce2\u7279\u300b\u3002\u8fd9\u56db\u6b3e\u6a21\u578b\u5df2\u5728\u5fae\u4fe1\u8bfb\u4e66\u3001\u817e\u8baf\u4f1a\u8bae\u7b49\u5e94\u7528\u4e2d\u843d\u5730\uff0c\u9002\u5408\u4e8e\u7b14\u8bb0\u672c\u7535\u8111\u3001\u624b\u673a\u53ca\u667a\u80fd\u5bb6\u5c45\u7b49\u4f4e\u529f\u8017\u573a\u666f\uff0c\u540c\u65f6\u652f\u6301\u4f4e\u6210\u672c\u5fae\u8c03\u3002\u6a21\u578b\u5df2\u5728Github\u548cHugging Face\u7b49\u5e73\u53f0\u53d1\u5e03\uff0c\u5e76\u5f97\u5230\u591a\u6b3e\u6d88\u8d39\u7ea7\u82af\u7247\u7684\u652f\u6301\u3002<\/p>\n\n\n\n

8\u67084\u65e5\uff0c\u9a6c\u65af\u514b\u5ba3\u5e03xAI\u8fdb\u5165AI\u89c6\u9891\u751f\u6210\u9886\u57df\uff0c\u63a8\u51fa\u540d\u4e3aGrok Imagine\u7684AI\u5de5\u5177\u3002\u8be5\u5de5\u5177\u76ee\u524d\u6b63\u5904\u4e8e\u6d4b\u8bd5\u9636\u6bb5\uff0c\u7528\u6237\u53ea\u9700\u8f93\u5165\u6587\u5b57\u63cf\u8ff0\uff0c\u5c31\u80fd\u751f\u6210\u5e26\u58f0\u97f3\u7684\u52a8\u753b\u89c6\u9891\u7247\u6bb5\uff0c\u9a6c\u65af\u514b\u5f62\u5bb9\u8fd9\u4e00\u529f\u80fd\u4e3a\u201cAI\u7248\u7684Vine\u201d\u3002Grok Imagine\u5c06\u9010\u6b65\u5411\u6bcf\u6708\u652f\u4ed830\u7f8e\u5143\u7684SuperGrok\u9ad8\u7ea7\u8ba2\u9605\u7528\u6237\u5f00\u653e\uff0c\u5176\u4ed6X\u5e73\u53f0\u7528\u6237\u4e5f\u53ef\u4ee5\u6ce8\u518c\u6210\u4e3a\u5019\u8865\u7528\u6237\u3002<\/p>\n\n\n\n

8\u67085\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u4e86Qwen-Image\uff0c\u8fd9\u662f\u901a\u4e49\u5343\u95ee\u7cfb\u5217\u4e2d\u7684\u9996\u4e2a\u56fe\u50cf\u751f\u6210\u57fa\u7840\u6a21\u578b\u3002Qwen-Image\u4e13\u6ce8\u4e8e\u590d\u6742\u6587\u672c\u6e32\u67d3\u80fd\u529b\uff0c\u80fd\u591f\u5728\u591a\u79cd\u573a\u666f\u4e0b\u7cbe\u51c6\u751f\u6210\u4e0d\u540c\u8bed\u8a00\u548c\u98ce\u683c\u7684\u6587\u5b57\uff0c\u5305\u62ec\u6bdb\u7b14\u5b57\u4e66\u6cd5\u3002\u6b64\u5916\uff0c\u8be5\u6a21\u578b\u8fd8\u5177\u5907\u751f\u6210\u5e26\u6709\u6587\u672c\u548c\u56fe\u50cf\u7684PPT\u9875\u9762\u7684\u529f\u80fd\u3002\u9664\u4e86\u6587\u672c\u5904\u7406\uff0cQwen-Image\u5728\u901a\u7528\u56fe\u50cf\u751f\u6210\u65b9\u9762\u652f\u6301\u4e86\u591a\u79cd\u827a\u672f\u98ce\u683c\u3002\u4ece\u7167\u7247\u7ea7\u5199\u5b9e\u573a\u666f\u5230\u5370\u8c61\u6d3e\u7ed8\u753b\uff0c\u4ece\u52a8\u6f2b\u98ce\u683c\u5230\u6781\u7b80\u8bbe\u8ba1\u90fd\u638c\u63e1\u4e86\u3002Qwen-Image\u662f\u4e00\u4e2a20B\u7684\u6a21\u578b\uff0c\u4f7f\u7528\u4e86MMDiT\uff08\u591a\u6a21\u6001\u6269\u6563Transformer\uff09\u67b6\u6784\uff0c\u5176\u4e2d\u201cMM\u201d\u4ee3\u8868\u7684\u662f\u6a21\u578b\u751f\u6210\u56fe\u50cf\u3001\u6587\u672c\u7b49\u591a\u6a21\u6001\u5185\u5bb9\u7684\u80fd\u529b\uff0c\u201cDiT\u201d\u5219\u4ee3\u8868\u4e86\u8fd9\u662f\u4e00\u4e2a\u6269\u6563Transformer\u3002<\/p>\n\n\n\n

8\u67085\u65e5\uff0c\u534e\u4e3a\u5ba3\u5e03CANN\uff08Compute Architecture for Neural Networks\uff09\u5168\u9762\u5f00\u6e90\uff0c\u65e8\u5728\u63d0\u5347\u5176\u6607\u817eAI\u82af\u7247\u5728AI\u4efb\u52a1\u5904\u7406\u65f6\u7684\u6548\u7387\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u534e\u4e3a\u8fd8\u5f00\u6e90\u4e86\u4e09\u6b3e\u76d8\u53e4\u6a21\u578b\uff0c\u53c2\u6570\u89c4\u6a21\u5206\u522b\u4e3a1B\u30017B\u548c718B\uff0c\u5176\u4e2d718B\u7684\u76d8\u53e4Ultra MoE\u6a21\u578b\u81ea\u53d1\u5e03\u4ee5\u6765\u5907\u53d7\u5173\u6ce8\u3002<\/p>\n\n\n\n

8\u67086\u65e5\uff0cAnthropic\u53d1\u5e03\u4e86Claude Opus 4.1\uff0c\u9488\u5bf9Agent\u4efb\u52a1\u3001\u771f\u5b9e\u4e16\u754c\u7f16\u7801\u548c\u63a8\u7406\u8fdb\u884c\u4e86\u663e\u8457\u5347\u7ea7\u3002\u8be5\u65b0\u7248\u672c\u73b0\u5df2\u5411Claude\u7528\u6237\u5f00\u653e\uff0c\u5e76\u4e0a\u7ebf\u4e86API\uff0c\u5b9a\u4ef7\u4e0eOpus 4\u76f8\u540c\u3002Anthropic\u8868\u793a\uff0c\u76f8\u8f83\u4e8eOpus 4\uff0cClaude Opus 4.1\u5728\u5927\u591a\u6570\u80fd\u529b\u4e0a\u6709\u6240\u63d0\u5347\uff0c\u7279\u522b\u662f\u5728\u591a\u6587\u4ef6\u4ee3\u7801\u91cd\u6784\u65b9\u9762\u8868\u73b0\u7a81\u51fa\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u4e86\u5176\u5728AI\u5e94\u7528\u9886\u57df\u7684\u5b9e\u529b\u3002<\/p>\n\n\n\n

8\u67086\u65e5\u51cc\u6668\uff0cOpenAI\u53d1\u5e03\u4e86\u5f00\u6e90\u5927\u6a21\u578bGPT-OSS\uff0c\u8be5\u6a21\u578b\u5305\u62ec1200\u4ebf\u548c200\u4ebf\u4e24\u79cd\u53c2\u6570\u7248\u672c\uff0c\u5e76\u652f\u6301Apache 2.0\u5546\u4e1a\u5316\u3002gpt-oss\u9488\u5bf9AI Agent\u8fdb\u884c\u7279\u522b\u8bad\u7ec3\uff0c\u5177\u5907\u51fd\u6570\u8c03\u7528\u3001\u7f51\u7edc\u641c\u7d22\u548cPython\u6267\u884c\u7b49\u529f\u80fd\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u5f00\u53d1\u5b89\u5168\u4e14\u9ad8\u6548\u7684\u667a\u80fd\u4f53\u3002gpt-oss-120b\u5728\u6027\u80fd\u4e0a\u53ef\u4e0eo4-mini\u76f8\u5ab2\u7f8e\uff0c\u4f46\u970080GB GPU\u8fd0\u884c\uff0c\u800cgpt-oss-20b\u5219\u53ef\u572816GB\u914d\u7f6e\u4e0b\u4f7f\u7528\u3002OpenAI\u8054\u5408\u521b\u59cb\u4ebaSam Altman\u8868\u793a\uff0c\u6b64\u6b21\u53d1\u5e03\u6807\u5fd7\u7740\u6700\u5148\u8fdb\u7684\u5f00\u653e\u6743\u91cd\u63a8\u7406\u6a21\u578b\u7684\u63a8\u51fa\uff0c\u671f\u5f85\u5176\u5728\u4fc3\u8fdb\u7814\u7a76\u548c\u521b\u65b0\u65b9\u9762\u5e26\u6765\u91cd\u5927\u5f71\u54cd\u3002<\/p>\n\n\n\n

8\u67086\u65e5\uff0c\u8c37\u6b4cDeepMind\u5ba3\u5e03\u63a8\u51fa\u7b2c\u4e09\u4ee3\u901a\u7528\u7684\u4e16\u754c\u6a21\u578bGenie 3 \uff0c\u53ef\u4ee5\u751f\u6210\u524d\u6240\u672a\u6709\u7684\u591a\u6837\u5316\u4ea4\u4e92\u5f0f\u73af\u5883\uff0c\u7ed9\u51fa\u6587\u672c\u63d0\u793a\uff0cGenie 3\u53ef\u4ee5\u751f\u6210\u52a8\u6001\u4e16\u754c\uff0c\u53ef\u4ee5\u4ee5\u6bcf\u79d224\u5e27\u7684\u901f\u5ea6\u5b9e\u65f6\u5bfc\u822a\uff0c\u5e76\u4ee5720p\u7684\u5206\u8fa8\u7387\u4fdd\u6301\u51e0\u5206\u949f\u7684\u4e00\u81f4\u6027\u3002\u4e0e\u524d\u4ee3\u6a21\u578b\uff08\u5982 Genie 1\/2\uff09\u548c\u89c6\u9891\u751f\u6210\u6a21\u578b\uff08\u5982 Veo 2\uff0cVeo 3\u5bf9\u76f4\u89c9\u7269\u7406\u5b66\u7684\u6df1\u523b\u7406\u89e3\uff09\u76f8\u6bd4\uff0cGenie 3\u662f\u7b2c\u4e00\u4e2a\u5141\u8bb8\u5b9e\u65f6\u4ea4\u4e92\u7684\u4e16\u754c\u6a21\u578b\uff0c\u540c\u65f6 Genie \u76f8\u6bd4\uff0c\u5176\u4e00\u81f4\u6027\u548c\u771f\u5b9e\u611f\u4e5f\u5f97\u5230\u4e86\u63d0\u5347\u3002<\/p>\n\n\n\n

8\u67086\u65e5\uff0c\u8c37\u6b4c\u4e0a\u7ebf\u4e86Gemini\u7684\u65b0\u529f\u80fd\u201cStorybook\u201d\uff0c\u7528\u6237\u53ea\u9700\u7b80\u77ed\u63cf\u8ff0\u6545\u4e8b\u5185\u5bb9\uff0c\u5373\u53ef\u751f\u6210\u4e00\u672c\u5305\u542b\u63d2\u56fe\u7684\u56fe\u6587\u4e66\u3002\u8fd9\u672c\u4e66\u517110\u9875\uff0c\u6bcf\u9875\u5305\u62ec\u4e00\u6bb5\u6717\u8bfb\u6587\u5b57\u548c\u914d\u56fe\uff0c\u7528\u6237\u8fd8\u53ef\u4ee5\u6839\u636e\u504f\u597d\u9009\u62e9\u6545\u4e8b\u98ce\u683c\uff0c\u5982\u9ecf\u571f\u52a8\u753b\u6216\u6f2b\u753b\u98ce\u683c\u3002\u652f\u6301\u56fe\u7247\u4e0a\u4f20\u529f\u80fd\u540e\uff0c\u5bb6\u957f\u53ef\u4e0a\u4f20\u5b69\u5b50\u7684\u753b\u4f5c\u5e76\u56f4\u7ed5\u5176\u521b\u4f5c\u6545\u4e8b\u3002\u76ee\u524d\uff0cStorybook\u5df2\u5728\u5168\u7403\u4e0a\u7ebf\uff0c\u652f\u6301\u591a\u79cd\u8bed\u8a00\u548c\u8bbe\u5907\uff0c\u4f46\u4ecd\u5b58\u5728\u9875\u9762\u4e3b\u89d2\u5916\u5f62\u4e00\u81f4\u6027\u4e0d\u8db3\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n

8\u67086\u65e5\uff0cQwen\u53d1\u5e03\u4e86\u5168\u65b0API\uff0c\u5305\u62ecQwen-Flash\u548c\u5347\u7ea7\u7248\u7684Qwen3-Coder-Flash\uff0c\u540c\u65f6\u8fd8\u66f4\u65b0\u4e86Qwen-Plus\uff0c\u652f\u6301\u8fbe1M\u8d85\u957f\u4e0a\u4e0b\u6587\u3002\u8fd9\u4e09\u6b3eAPI\u9488\u5bf9\u4e0d\u540c\u7528\u6237\u9700\u6c42\uff0c\u9002\u5408AI\u5f00\u53d1\u8005\u3001\u4f01\u4e1a\u5e94\u7528\u3001\u79d1\u7814\u4eba\u5458\u53ca\u5185\u5bb9\u521b\u4f5c\u8005\u3002\u5176\u4e2d\uff0cQwen-Flash\u63d0\u4f9b\u6781\u901f\u54cd\u5e94\uff0c\u9002\u5408\u9ad8\u6548\u4efb\u52a1\u5904\u7406\uff1bQwen3-Coder-Flash\u5219\u4e13\u4e3a\u7f16\u7a0b\u9700\u6c42\u8bbe\u8ba1\uff0c\u63d0\u5347\u4ee3\u7801\u5904\u7406\u80fd\u529b\u3002API\u73b0\u5df2\u4e0a\u7ebf\u963f\u91cc\u4e91\u767e\u70bc\u5e73\u53f0\u3002<\/p>\n\n\n\n

8\u67087\u65e5\uff0cQwen\u53d1\u5e03\u4e86\u65b0\u7684\u5c0f\u5c3a\u5bf8\u8bed\u8a00\u6a21\u578b\u7cfb\u5217\u2014\u2014Qwen3-4B-Instruct-2507\u548cQwen3-4B-Thinking-2507\uff0c\u6027\u80fd\u663e\u8457\u63d0\u5347\u3002Qwen3-4B-Instruct-2507\u5728\u901a\u7528\u80fd\u529b\u4e0a\u5df2\u8d85\u8d8a\u95ed\u6e90\u6a21\u578bGPT-4.1-Nano\uff0c\u4e14\u5728\u4e3b\u89c2\u4efb\u52a1\u4e2d\u66f4\u80fd\u6ee1\u8db3\u4eba\u7c7b\u9700\u6c42\uff0c\u652f\u6301256K\u4e0a\u4e0b\u6587\u7406\u89e3\uff0c\u9002\u5408\u957f\u6587\u672c\u5904\u7406\u3002Qwen3-4B-Thinking-2507\u5219\u5728\u63a8\u7406\u65b9\u9762\u8868\u73b0\u5353\u8d8a\uff0c\u5728\u6570\u5b66\u6d4b\u8bc4AIME25\u4e2d\u83b7\u5f9781.3\u5206\uff0c\u63a5\u8fd1\u4e2d\u7b49\u89c4\u6a21\u7684Qwen3-30B-Thinking\u3002\u65b0\u6a21\u578b\u5df2\u5728\u9b54\u642d\u793e\u533a\u548cHugging Face\u5f00\u6e90\u3002<\/p>\n\n\n\n

8\u67087\u65e5\uff0c\u5c0f\u7ea2\u4e66hi lab\uff08\u4eba\u6587\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff09\u53d1\u5e03\u5e76\u5f00\u6e90\u5176\u9996\u6b3e\u591a\u6a21\u6001\u5927\u6a21\u578bdots.vlm1\u3002\u8be5\u6a21\u578b\u57fa\u4e8eDeepSeek V3\u6784\u5efa\uff0c\u5e76\u642d\u8f7d\u5c0f\u7ea2\u4e66\u81ea\u7814\u768412\u4ebf\u53c2\u6570\u89c6\u89c9\u7f16\u7801\u5668NaViT\uff0c\u5177\u5907\u51fa\u8272\u7684\u591a\u6a21\u6001\u7406\u89e3\u4e0e\u63a8\u7406\u80fd\u529b\u3002hi lab\u8868\u793a\uff0cdots.vlm1\u5728\u4e3b\u8981\u89c6\u89c9\u8bc4\u6d4b\u4e0a\u7684\u8868\u73b0\u5df2\u63a5\u8fd1\u9886\u5148\u6a21\u578b\uff0c\u5982Gemini 2.5 Pro\u548cSeed-VL1.5 thinking\uff0c\u7279\u522b\u662f\u5728MMMU\u3001MathVision\u548cOCR Reasoning\u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5c55\u73b0\u51fa\u5f3a\u52b2\u7684\u56fe\u6587\u7406\u89e3\u4e0e\u63a8\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n

8\u67087\u65e5\uff0cMiniMax\u63a8\u51fa\u4e86\u65b0\u4e00\u4ee3\u8bed\u97f3\u751f\u6210\u6a21\u578bSpeech 2.5\uff0c\u8f835\u6708\u53d1\u5e03\u7684Speech 02\u6709\u4e09\u5927\u663e\u8457\u63d0\u5347\uff1a\u591a\u8bed\u79cd\u8868\u73b0\u66f4\u52a0\u81ea\u7136\uff0c\u97f3\u8272\u590d\u523b\u66f4\u52a0\u903c\u771f\uff0c\u540c\u65f6\u8986\u76d6\u7684\u8bed\u79cd\u6570\u91cf\u589e\u52a0\u523040\u4e2a\u3002\u8be5\u6a21\u578b\u73b0\u5df2\u5728\u5168\u7403\u4e0a\u7ebf\uff0c\u7528\u6237\u53ef\u901a\u8fc7MiniMax\u5f00\u653e\u5e73\u53f0\u6216MiniMax Audio\u5b98\u7f51\u8fdb\u884c\u4f53\u9a8c\u3002<\/p>\n\n\n\n

8\u67088\u65e5\uff0cOpenAI\u53d1\u5e03\u4e86\u5168\u65b0\u65d7\u8230\u6a21\u578bGPT-5\u7cfb\u5217\uff0c\u5411\u6240\u6709\u514d\u8d39\u3001Plus\u3001Pro\u548cTeam\u7528\u6237\u5f00\u653e\uff0c\u4f01\u4e1a\u548c\u6559\u80b2\u7528\u6237\u5c06\u5728\u4e00\u5468\u5185\u83b7\u5f97\u8bbf\u95ee\u6743\u9650\u3002GPT-5\u5728\u6587\u672c\u3001\u7f16\u7a0b\u548c\u6570\u5b66\u7b49\u591a\u4e2a\u9886\u57df\u8868\u73b0\u51fa\u8272\uff0c\u6210\u4e3a\u5927\u6a21\u578b\u9886\u57df\u7684\u9886\u519b\u4ea7\u54c1\u3002\u5176\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u201c\u6309\u9700\u601d\u8003\u201d\u80fd\u529b\uff0c\u5e76\u62e5\u6709\u56db\u79cd\u4e0d\u540c\u7684\u201c\u4eba\u683c\u201d\u89d2\u8272\u3002OpenAI CEO Sam Altman\u8868\u793a\uff0cGPT-5\u7684\u667a\u80fd\u6c34\u5e73\u5df2\u8fbe\u535a\u58eb\u7ea7\uff0c\u80fd\u591f\u5b8c\u6210\u65e5\u5e38\u4efb\u52a1\u3002\u6a21\u578b\u5bb6\u65cf\u5305\u62ecGPT-5\u3001GPT-5-mini\u3001GPT-5-nano\u548cGPT-5-pro\uff0c\u4e14API\u670d\u52a1\u5b9a\u4ef7\u7ade\u4e89\u529b\u5f3a\uff0c\u9884\u8ba1\u5c06\u6dd8\u6c70\u65e7\u6a21\u578b\u3002<\/p>\n\n\n\n

issue133 2025.8.11-8.17<\/strong><\/p>\n\n\n\n

8\u670811\u65e5\uff0c\u667a\u8c31\u53d1\u5e03\u65b0\u4e00\u4ee3\u5f00\u6e90\u89c6\u89c9\u63a8\u7406\u6a21\u578bGLM-4.5V\uff0c\u8be5\u6a21\u578b\u4ee5106\u4ebf\u53c2\u6570\u5f15\u9886\u5168\u7403100B\u7ea7\u6548\u679c\uff0c\u6210\u4e3a\u901a\u5411\u4eba\u5de5\u901a\u7528\u667a\u80fd\uff08AGI\uff09\u7684\u91cd\u8981\u91cc\u7a0b\u7891\u3002GLM-4.5V\u5728\u4fdd\u6301\u9ad8\u7cbe\u5ea6\u7684\u540c\u65f6\uff0c\u8fd8\u4f18\u5316\u4e86\u63a8\u7406\u901f\u5ea6\u4e0e\u90e8\u7f72\u6210\u672c\uff0c\u4e3a\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u9ad8\u6027\u4ef7\u6bd4\u7684\u591a\u6a21\u6001AI\u89e3\u51b3\u65b9\u6848\u3002\u8be5\u6a21\u578b\u73b0\u5df2\u5728\u9b54\u642d\u793e\u533a\u548cHugging Face\u5f00\u6e90\uff0cAPI\u8c03\u7528\u4ef7\u683c\u4e3a\u8f93\u51652\u5143\/M tokens\uff0c\u8f93\u51fa6\u5143\/M tokens\uff0c\u54cd\u5e94\u901f\u5ea6\u53ef\u8fbe60-80 tokens\/s\u3002<\/p>\n\n\n\n

8\u670811\u65e5\uff0c\u5c0f\u7c73\u5ba3\u5e03\u5f00\u6e90\u5176\u65b0\u4e00\u7248\u591a\u6a21\u6001\u5927\u6a21\u578bXiaomi MiMo-VL-7B-2508\uff0c\u5305\u542b\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u548c\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u4e24\u4e2a\u6a21\u578b\u3002\u66f4\u65b0\u4f18\u5316\u4e86\u8f93\u51fa\u6a21\u5f0f\uff0c\u5e76\u589e\u5f3a\u4e86RL\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7a33\u5b9a\u6027\uff0c\u63d0\u5347\u4e86\u591a\u9879\u529f\u80fd\u8868\u73b0\u3002\u6b64\u6b21\u53d1\u5e03\u4e3a\u7814\u7a76\u8005\u548c\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u66f4\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u63a8\u52a8\u4e86\u591a\u6a21\u6001AI\u7684\u53d1\u5c55\u3002\u6a21\u578b\u5df2\u5728Hugging Face\u793e\u533a\u4e0a\u7ebf\uff0c\u76f8\u5173\u8d44\u6e90\u53ef\u4f9b\u4e0b\u8f7d\u3002<\/p>\n\n\n\n

8\u670812\u65e5\uff0cOpenAI\u5bf9GPT-5\u8fdb\u884c\u4e86\u66f4\u65b0\uff0c\u65b0\u589e\u201c\u81ea\u52a8\u201d\u3001\u201c\u5feb\u901f\u201d\u548c\u201c\u601d\u8003\u201d\u4e09\u79cd\u6a21\u5f0f\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u7075\u6d3b\u9009\u62e9\u3002\u6b64\u5916\uff0c\u4ed8\u8d39\u7528\u6237\u53ef\u5728\u201c\u65e7\u7248\u6a21\u578b\u201d\u4e2d\u4f7f\u7528GPT-4o\u30014.1\u3001o3\u548co4-mini\uff0c\u4f46GPT-4.5\u6a21\u578b\u4ec5\u9650Pro\u7528\u6237\u8bbf\u95ee\u3002<\/p>\n\n\n\n

8\u670812\u65e5\uff0cAnthropic\u5ba3\u5e03Claude Sonnet 4\u73b0\u5df2\u652f\u6301\u591a\u8fbe100\u4e07\u4ee4\u724c\u7684\u4e0a\u4e0b\u6587\uff0c\u8f83\u4e4b\u524d\u5927\u5e45\u63d0\u53475\u500d\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u5728\u5355\u4e2a\u8bf7\u6c42\u4e2d\u5904\u7406\u8d85\u8fc775,000\u884c\u4ee3\u7801\u7684\u5b8c\u6574\u4ee3\u7801\u5e93\u6216\u591a\u4e2a\u7814\u7a76\u8bba\u6587\u3002\u76ee\u524d\uff0c\u8fd9\u4e00\u957f\u4e0a\u4e0b\u6587\u652f\u6301\u529f\u80fd\u5728Anthropic API\u548cAmazon Bedrock\u4e0a\u5904\u4e8e\u516c\u5f00\u6d4b\u8bd5\u9636\u6bb5\uff0cGoogle Cloud\u7684Vertex AI\u4e5f\u5c06\u5728\u8fd1\u671f\u63a8\u51fa\u76f8\u5173\u529f\u80fd\u3002<\/p>\n\n\n\n

8\u670812\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u53d1\u5e03\u4e86Matrix-Game 2.0\uff0c\u8fd9\u662f\u4e00\u4e2a\u56fd\u4ea7\u5f00\u6e90\u7684\u6e38\u620f\u751f\u6210\u7cfb\u7edf\uff0c\u7c7b\u4f3c\u4e8eGenie 3\u3002\u65b0\u7248\u672c\u5728\u4f4e\u5ef6\u8fdf\u548c\u9ad8\u5e27\u7387\u4ea4\u4e92\u6027\u80fd\u65b9\u9762\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u80fd\u591f\u4ee525 FPS\u7684\u901f\u5ea6\u5b9e\u65f6\u751f\u6210\u590d\u6742\u573a\u666f\u4e2d\u7684\u957f\u5e8f\u5217\u89c6\u9891\u5185\u5bb9\uff0c\u751f\u6210\u65f6\u957f\u53ef\u6269\u5c55\u81f3\u6570\u5206\u949f\u3002\u8be5\u7cfb\u7edf\u8fd8\u652f\u6301\u7528\u6237\u901a\u8fc7\u952e\u76d8\u548c\u9f20\u6807\u8fdb\u884c\u5e27\u7ea7\u63a7\u5236\uff0c\u91c7\u7528\u5c11\u6b65\u957f\u81ea\u56de\u5f52\u6269\u6563\u6a21\u578b\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u7528\u6237\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002<\/p>\n\n\n\n

8\u670814\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seed\u5ba3\u5e03\u5f00\u6e90VeOmni\u6846\u67b6\uff0c\u63a8\u52a8\u5168\u6a21\u6001\u5927\u6a21\u578b\uff08\u540c\u65f6\u5177\u5907\u6587\u672c\u3001\u56fe\u50cf\u3001\u8bed\u97f3\u548c\u89c6\u9891\u5904\u7406\u80fd\u529b\uff09\u7684\u7814\u7a76\u4e0e\u5e94\u7528\u3002VeOmni\u57fa\u4e8ePyTorch\u539f\u751f\u8bad\u7ec3\uff0c\u91c7\u7528\u4ee5\u6a21\u578b\u4e3a\u4e2d\u5fc3\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u65b9\u6848\uff0c\u7b80\u5316\u590d\u6742\u7684\u5e76\u884c\u903b\u8f91\uff0c\u4f7f\u5f97\u7814\u7a76\u4eba\u5458\u80fd\u591f\u9ad8\u6548\u7ec4\u5408\u548c\u8bbe\u7f6e\u8bad\u7ec3\u65b9\u6848\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u57fa\u4e8eVeOmni\uff0c300\u4ebf\u53c2\u6570\u7684MoE\u6a21\u578b\u5728\u8bad\u7ec3\u6548\u7387\u4e0a\u6709\u663e\u8457\u63d0\u5347\uff0c\u541e\u5410\u91cf\u8d85\u8fc72800 tokens\/sec\/GPU\uff0c\u4e14\u53ef\u6269\u5c55\u81f3\u8d85\u957f\u4e0a\u4e0b\u6587\u5e8f\u5217\u3002\u76f8\u5173\u8bba\u6587\u548c\u4ee3\u7801\u5df2\u516c\u5f00\u53d1\u5e03\u3002<\/p>\n\n\n\n

8\u670814\u65e5\uff0c\u9999\u6e2f\u5927\u5b66XLANG Lab\u4e0e\u5176\u4ed6\u673a\u6784\u8054\u5408\u53d1\u8868\u8bba\u6587\uff0c\u63a8\u51fa\u5f00\u6e90\u6846\u67b6OpenCUA\uff0c\u7528\u4e8e\u6784\u5efa\u548c\u6269\u5c55\u8ba1\u7b97\u673a\u4f7f\u7528Agent\uff08CUA\uff09\u3002\u8be5\u9879\u76ee\u7531\u52a9\u7406\u6559\u6388\u4f59\u6d9b\u4e3b\u5bfc\uff0c\u65e8\u5728\u964d\u4f4e\u7528\u6237\u5f00\u53d1\u81ea\u4e3b\u64cd\u4f5c\u7535\u8111Agent\u7684\u95e8\u69db\u3002OpenCUA\u652f\u6301\u65e0\u7f1d\u6355\u83b7\u4eba\u7c7b\u8ba1\u7b97\u673a\u4f7f\u7528\u6f14\u793a\uff0c\u5305\u542b\u8de83\u4e2a\u64cd\u4f5c\u7cfb\u7edf\u4e0e200\u591a\u4e2a\u5e94\u7528\u7684\u6570\u636e\u96c6AgentNet\uff0c\u4ee5\u53ca\u5c06\u6f14\u793a\u8f6c\u6362\u4e3a\u201c\u72b6\u6001-\u52a8\u4f5c\u201d\u5bf9\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u65d7\u8230\u6a21\u578bOpenCUA-32B\u5728CUA\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u6210\u529f\u7387\u8fbe\u523034.8%\uff0c\u5237\u65b0\u5f00\u6e90\u6a21\u578b\u7684\u8bb0\u5f55\uff0c\u8d85\u8d8aOpenAI\u7684CUA\uff08GPT-4o\uff09\u3002\u6708\u4e4b\u6697\u9762\u521b\u59cb\u4eba\u3001CEO\u6768\u690d\u9e9f\u5728\u4f5c\u8005\u540d\u5355\u4e4b\u5217\u3002<\/p>\n\n\n\n

8\u670814\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03\u4e86Gemma 3 270M\u6a21\u578b\uff0c\u6587\u4ef6\u5927\u5c0f\u4e3a241MB\uff0c\u5177\u59072.7\u4ebf\u4e2a\u53c2\u6570\u3002\u8be5\u6a21\u578b\u4e13\u4e3a\u7279\u5b9a\u4efb\u52a1\u5fae\u8c03\u8bbe\u8ba1\uff0c\u5177\u5907\u51fa\u8272\u7684\u6307\u4ee4\u8ddf\u8e2a\u548c\u6587\u672c\u7ed3\u6784\u5316\u80fd\u529b\uff0c\u5e76\u5728IFEval\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\u3002Gemma 3\u5141\u8bb8\u7528\u6237\u5728\u77ed\u65f6\u95f4\u5185\u5b8c\u6210\u5fae\u8c03\uff0c\u5176\u6027\u80fd\u8d85\u8d8a\u540c\u7ea7\u522b\u7684Qwen 2.5\u6a21\u578b\u3002\u7531\u4e8e\u5176\u5c0f\u5de7\u9ad8\u6548\u7684\u7279\u6027\uff0c\u8be5\u6a21\u578b\u53ef\u5728\u6d4f\u89c8\u5668\u672c\u5730\u8fd0\u884c\uff0c\u5df2\u6709\u4eba\u5229\u7528\u5176\u5f00\u53d1OCR\u5e94\u7528\u3002<\/p>\n\n\n\n

8\u670815\u65e5\uff0cAnthropic\u4e3a\u5176Claude Code\u548cClaude\u5e94\u7528\u63a8\u51fa\u4e86\u65b0\u5b66\u4e60\u529f\u80fd\uff0c\u5c06AI\u8f6c\u53d8\u4e3a\u7f16\u7a0b\u5bfc\u5e08\u3002Claude\u73b0\u5728\u652f\u6301\u901a\u8fc7\/output-style\u547d\u4ee4\u5207\u6362\u5230\u4e0d\u540c\u7684\u4ea4\u6d41\u98ce\u683c\u3002\u5176\u4e2d\uff0cExplanatory\uff08\u89e3\u91ca\u578b\uff09\u6a21\u5f0f\u63d0\u4f9b\u6df1\u5165\u7684\u6280\u672f\u89e3\u91ca\uff0c\u5206\u4eab\u67b6\u6784\u51b3\u7b56\u548c\u6700\u4f73\u5b9e\u8df5\u3002\u53e6\u4e00\u65b9\u9762\uff0cLearning\uff08\u5b66\u4e60\u578b\uff09\u6a21\u5f0f\u5219\u66f4\u5177\u4e92\u52a8\u6027\uff0cClaude\u4f1a\u6682\u505c\u5e76\u5728\u4ee3\u7801\u4e2d\u6dfb\u52a0TODO(human)\u6807\u8bb0\uff0c\u9f13\u52b1\u7528\u6237\u5b8c\u6210\u4e00\u4e9b\u4efb\u52a1\u3002\u8fd9\u6837\u7684\u8bbe\u8ba1\u4e0d\u4ec5\u63d0\u5347\u4e86\u7528\u6237\u7684\u7f16\u7801\u4f53\u9a8c\uff0c\u4e5f\u4e3a\u7f16\u7a0b\u5b66\u4e60\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u652f\u6301\u3002<\/p>\n\n\n\n

8\u670816\u65e5\uff0c\u817e\u8baf\u5728Hugging Face\u4e0a\u53d1\u5e03\u4e86Hunyuan-GameCraft-1.0\uff0c\u8fd9\u662f\u4e00\u79cd\u9ad8\u52a8\u6001\u4e92\u52a8\u6e38\u620f\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002\u7ecf\u8fc7\u5e7f\u6cdb\u5b9e\u9a8c\uff0cHunyuan-GameCraft\u5728\u6e38\u620f\u7684\u771f\u5b9e\u611f\u4e0e\u53ef\u73a9\u6027\u65b9\u9762\u663e\u8457\u4f18\u4e8e\u73b0\u6709\u6a21\u578b\u3002\u8fd9\u4e00\u521b\u65b0\u4e3a\u4e3a\u6e38\u620f\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u66f4\u5f3a\u7684\u5de5\u5177\uff0c\u63d0\u5347\u4e86\u73a9\u5bb6\u7684\u4f53\u9a8c\u3002\u7814\u7a76\u8005\u4eec\u5efa\u8bae\u5728\u9ad8\u6027\u80fd\u7684A100\u6216H100\u663e\u5361\u4e0a\u8fd0\u884c\u8be5\u6a21\u578b\uff0c\u4ee5\u4fbf\u5145\u5206\u5229\u7528\u5176\u529f\u80fd\u3002<\/p>\n\n\n\n

8\u670817\u65e5\uff0cQwen3\u7cfb\u5217\u8fce\u6765\u5c0f\u66f4\u65b0\uff0c\u652f\u6301\u9ad8\u8fbe100\u4e07tokens\u4e0a\u4e0b\u6587\u3002\u65b0\u7248\u672c\u5305\u62ecQwen3-30B-A3B-2507\u548cQwen3-235B-A22B-2507\uff0c\u5168\u9762\u5347\u7ea7\u91c7\u7528\u53cc\u5757\u6ce8\u610f\u529b\uff08DCA\uff09\u548c\u7a00\u758f\u6ce8\u610f\u529b\uff08MInference\uff09\u673a\u5236\uff0c\u4f7f\u957f\u6587\u672c\u5904\u7406\u66f4\u52a0\u7a33\u5b9a\u4e14\u901f\u5ea6\u63d0\u9ad8\u81f33\u500d\u3002\u6b64\u5916\uff0c\u65b0\u6a21\u578b\u517c\u5bb9vLLM\u548cSGLang\u7b49\u9ad8\u6027\u80fd\u90e8\u7f72\u6846\u67b6\uff0c\u7b80\u5316\u4e86\u90e8\u7f72\u6d41\u7a0b\u3002<\/p>\n\n\n\n

8\u670817\u65e5\uff0cOpenAI\u5728ChatGPT\u4e2d\u66f4\u65b0\u8bed\u97f3\u6a21\u5f0f\u529f\u80fd\uff0c\u7528\u6237\u73b0\u5728\u53ef\u901a\u8fc7\u6ed1\u5757\u8c03\u8282\u8bed\u97f3\u901f\u5ea6\uff0c\u8303\u56f4\u4ece0.5\u500d\u901f\u52302.0\u500d\u901f\u3002\u6b64\u5916\uff0cOpenAI\u8fd8\u5f15\u5165\u4e86\u201c\u81ea\u5b9a\u4e49\u6307\u4ee4\u524d\u7f00\u201d\u529f\u80fd\uff0c\u4f7fChatGPT\u80fd\u591f\u8bb0\u4f4f\u7528\u6237\u7279\u5b9a\u6307\u4ee4\uff0c\u907f\u514d\u91cd\u590d\u8f93\u5165\u3002<\/p>\n\n\n\n

issue134 2025.8.18-8.24<\/strong><\/p>\n\n\n\n

8\u670818\u65e5\uff0c\u767e\u5ea6\u6587\u5e93\u4e0e\u7f51\u76d8\u8054\u5408\u53d1\u5e03\u5168\u7403\u9996\u4e2a\u5168\u7aef\u901a\u7528\u667a\u80fd\u4f53GenFlow2.0\uff0c\u53ef3\u5206\u949f\u5185\u5e76\u884c\u5b8c\u62105\u9879\u4ee5\u4e0a\u590d\u6742\u4efb\u52a1\uff0c\u901f\u5ea6\u9886\u5148\u4e3b\u6d41\u4ea7\u54c110\u500d\u3002\u7cfb\u7edf\u57fa\u4e8e100+\u4e13\u5bb6Agent\u5e76\u884c\u534f\u4f5c\uff0c\u652f\u6301PPT\u3001\u7814\u62a5\u3001\u89c6\u9891\u3001\u4ee3\u7801\u7b49\u591a\u6a21\u6001\u5185\u5bb9\u5206\u949f\u7ea7\u751f\u6210\uff0c\u5e76\u5177\u5907\u8fc7\u7a0b\u5e72\u9884\u3001\u8bb0\u5fc6\u8ffd\u6eaf\u3001\u4e2a\u6027\u4ea4\u4ed8\u80fd\u529b\u3002\u5df2\u63a5\u5165\u8363\u8000MagicOS\uff0c\u7528\u6237\u65e0\u9700\u9080\u8bf7\u5373\u53ef\u5728Web\u53caApp\u7aef\u76f4\u63a5\u4f7f\u7528\uff0c\u540c\u65f6\u5f00\u653eMCP\u534f\u8bae\u5bf9\u63a5\u7b2c\u4e09\u65b9\u751f\u6001\u3002<\/p>\n\n\n\n

8\u670819\u65e5\uff0cQwen\u56fe\u50cf\u7f16\u8f91\u6a21\u578bQwen-Image-Edit\u6b63\u5f0f\u63a8\u51fa\u3002\u8be5\u6a21\u578b\u57fa\u4e8e20B\u7684Qwen-Image\uff0c\u6269\u5c55\u4e86\u5176\u6587\u672c\u6e32\u67d3\u80fd\u529b\u81f3\u56fe\u50cf\u7f16\u8f91\uff0c\u80fd\u591f\u7cbe\u51c6\u7f16\u8f91\u56fe\u7247\u4e2d\u7684\u6587\u5b57\u3002Qwen-Image-Edit\u7ed3\u5408\u4e86\u89c6\u89c9\u8bed\u4e49\u63a7\u5236\u548c\u89c6\u89c9\u5916\u89c2\u63a7\u5236\uff0c\u652f\u6301\u4f4e\u7ea7\u5916\u89c2\u7f16\u8f91\uff08\u5982\u5143\u7d20\u4fee\u6539\uff09\u548c\u9ad8\u7ea7\u8bed\u4e49\u7f16\u8f91\uff08\u5982\u7269\u4f53\u65cb\u8f6c\u3001\u98ce\u683c\u8fc1\u79fb\uff09\u3002\u6b64\u5916\uff0c\u6a21\u578b\u652f\u6301\u4e2d\u82f1\u6587\u53cc\u8bed\u7684\u6587\u5b57\u7f16\u8f91\uff0c\u786e\u4fdd\u5728\u4fdd\u7559\u539f\u5b57\u4f53\u3001\u5b57\u53f7\u548c\u98ce\u683c\u7684\u540c\u65f6\u8fdb\u884c\u589e\u3001\u5220\u3001\u6539\u7b49\u64cd\u4f5c\u3002Qwen-Image-Edit\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6027\u80fd\uff0c\u6210\u4e3a\u5f3a\u5927\u7684\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\u3002\u7528\u6237\u53ef\u4ee5\u5728Qwen Chat\u4f53\u9a8c\u8fd9\u4e00\u65b0\u529f\u80fd\u3002<\/p>\n\n\n\n

8\u670819\u65e5\u665a\u95f4\uff0cDeepSeek\u5ba3\u5e03\u5b98\u7f51\u53caApp\u7684\u6a21\u578b\u7248\u672c\u5df2\u66f4\u65b0\u5230V3.1\uff0c\u4e0a\u4e0b\u6587\u957f\u5ea6\u62d3\u5c55\u81f3128k\u30028\u670821\u65e5\uff0cDeepSeek\u6b63\u5f0f\u5f00\u6e90V3.1\u7248\u672c\u3002\u65b0\u7248\u672c\u5f15\u5165\u6df7\u5408\u63a8\u7406\u67b6\u6784\uff0c\u652f\u6301\u601d\u8003\u6a21\u5f0f\u4e0e\u975e\u601d\u8003\u6a21\u5f0f\uff0c\u540c\u65f6\u63d0\u5347\u601d\u8003\u6548\u7387\uff0c\u80fd\u66f4\u5feb\u901f\u5730\u7ed9\u51fa\u7b54\u6848\u3002\u5176Agent\u80fd\u529b\u4e5f\u901a\u8fc7\u540e\u8bad\u7ec3\u4f18\u5316\u663e\u8457\u589e\u5f3a\uff0c\u63d0\u5347\u4e86\u5de5\u5177\u4f7f\u7528\u548c\u667a\u80fd\u4efb\u52a1\u7684\u8868\u73b0\u3002DeepSeek API\u4e5f\u540c\u6b65\u8fdb\u884c\u4e86\u7248\u672c\u66f4\u65b0\uff0c\u652f\u6301\u6269\u5c55\u4e0a\u4e0b\u6587\u81f3128K\uff0c\u65b0\u589estrict\u6a21\u5f0f\u7684Function Calling\uff0c\u4ee5\u53ca\u5bf9Anthropic API\u683c\u5f0f\u7684\u652f\u6301\uff0c\u4f7fDeepSeek-V3.1\u80fd\u591f\u65e0\u7f1d\u63a5\u5165Claude Code\u6846\u67b6\u3002<\/p>\n\n\n\n

\u82f1\u4f1f\u8fbe\u63a8\u51fa\u91c7\u7528Mamba-Transformer\u6df7\u5408\u67b6\u6784\u7684Nemotron Nano 9B\uff0c\u53c2\u6570\u538b\u7f29\u81f390\u4ebf\uff08\u539f120\u4ebf\uff09\uff0c\u5355\u5f20A10G GPU\u53ef\u8fd0\u884c\u3002\u76f8\u6bd4Qwen3-8B\uff0c\u63a8\u7406\u541e\u5410\u91cf\u6700\u9ad8\u63d0\u53476.3\u500d\uff088k\u8f93\u5165\/16k\u8f93\u51fa\u573a\u666f\uff09\uff0c\u5728\u6570\u5b66\u3001\u4ee3\u7801\u3001\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u4e2d\u8868\u73b0\u76f8\u5f53\u6216\u66f4\u4f18\uff0c\u6a21\u578b\u4f53\u9a8c\u7f51\u5740\u5df2\u5f00\u653e\u3002<\/p>\n\n\n\n

\u817e\u8bafAI Lab\u63a8\u51fa\u4e86\u591a\u6a21\u6001\u97f3\u9891\u751f\u6210\u5f15\u64ceAudioGenie\uff0c\u8be5\u5f15\u64ce\u652f\u6301\u89c6\u9891\u3001\u6587\u672c\u548c\u56fe\u50cf\u8f93\u5165\uff0c\u7528\u6237\u53ef\u4ee5\u4e00\u952e\u751f\u6210\u97f3\u6548\u3001\u8bed\u97f3\u3001\u97f3\u4e50\u53ca\u6df7\u5408\u97f3\u9891\uff0c\u8fbe\u5230\u7535\u5f71\u7ea7\u54c1\u8d28\u4e14\u65e0\u9700\u989d\u5916\u8bad\u7ec3\u3002AudioGenie\u91c7\u7528\u201c\u751f\u6210-\u76d1\u7763\u201d\u53cc\u5c42\u667a\u80fd\u4f53\u67b6\u6784\uff0c\u901a\u8fc7\u4e13\u5bb6\u6df7\u5408\u548c\u81ea\u6211\u7ea0\u9519\u673a\u5236\u5b9e\u73b0\u9ad8\u4fdd\u771f\u8f93\u51fa\u3002\u5728\u5b98\u65b9MA-Bench\u6d4b\u8bd5\u4e2d\uff0cAudioGenie\u57289\u9879\u6307\u6807\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u9886\u5148\u4e8e\u7ade\u4e89\u5bf9\u624bClaude\u548cGemini\uff0c\u4e3a\u5f71\u89c6\u3001\u6e38\u620f\u548c\u865a\u62df\u73b0\u5b9e\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u521b\u4f5c\u5de5\u5177\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5185\u5bb9\u5236\u4f5c\u7684\u6548\u7387\u3002<\/p>\n\n\n\n

8\u670820\u65e5\uff0c\u667a\u8c31\u6b63\u5f0f\u53d1\u5e03\u4e86AutoGLM 2.0\uff0c\u8fd9\u662f\u5168\u7403\u9996\u4e2a\u624b\u673aAgent\u3002\u8be5\u6280\u672f\u5f00\u521b\u4e86Agent\u4e0e\u4e91\u624b\u673a\/\u4e91\u7535\u8111\u7684\u5168\u65b0\u8303\u5f0f\uff0c\u7528\u6237\u65e0\u9700\u62c5\u5fc3\u624b\u673a\u548c\u7535\u8111\u7684\u8d44\u6e90\u5360\u7528\uff0c\u7a81\u7834\u4e86\u786c\u4ef6\u9650\u5236\uff0c\u80fd\u591f\u5728\u4efb\u4f55\u8bbe\u5907\u548c\u573a\u666f\u4e0b\u8fd0\u884c\uff0c\u5e2e\u52a9\u7528\u6237\u8fdb\u884c\u4ee3\u7406\u64cd\u4f5c\u3002AutoGLM 2.0\u7531\u56fd\u4ea7\u6a21\u578bGLM-4.5\u548cGLM-4.5V\u9a71\u52a8\uff0c\u652f\u6301\u63a8\u7406\u3001\u4ee3\u7801\u548c\u591a\u6a21\u6001\u5904\u7406\uff0c\u6807\u5fd7\u7740Agent\u6280\u672f\u7684\u65b0\u8fdb\u5c55\u3002<\/p>\n\n\n\n

8\u670820\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seed\u8054\u5408\u6d59\u6c5f\u5927\u5b66\u63a8\u51faM3-Agent\uff0c\u5177\u5907\u957f\u671f\u8bb0\u5fc6\u80fd\u529b\uff0c\u4ee5\u5b9e\u4f53\u4e3a\u4e2d\u5fc3\u8bb0\u5f55\u201c\u4e8b\u4ef6\u8bb0\u5fc6\u201d\u4e0e\u201c\u8bed\u4e49\u8bb0\u5fc6\u201d\uff0c\u901a\u8fc7\u56fe\u7ed3\u6784\u7ec4\u7ec7\u591a\u6a21\u6001\u4fe1\u606f\u3002\u540c\u6b65\u53d1\u5e03M3-Bench\u57fa\u51c6\uff08\u542b1020\u4e2a\u957f\u89c6\u9891\uff09\uff0c\u5b9e\u9a8c\u663e\u793a\u5176\u51c6\u786e\u7387\u6bd4Gemini\u3001GPT-4o\u7b49\u5546\u4e1a\u6a21\u578b\u6700\u9ad8\u63d0\u53477.7%\uff0c\u4ee3\u7801\u4e0e\u8bba\u6587\u5df2\u5f00\u6e90\u3002<\/p>\n\n\n\n

8\u670820\u65e5\uff0c\u5373\u68a6AI\u53d1\u5e03\u4e86\u5168\u65b0\u7684\u667a\u80fd\u591a\u5e27\u529f\u80fd\u3002\u7528\u6237\u53ea\u9700\u4e0a\u4f20\u6700\u591a10\u5f20\u5173\u952e\u5e27\u56fe\u7247\uff0c\u5373\u53ef\u4e00\u952e\u751f\u621054\u79d2\u7684\u8fde\u8d2f\u957f\u955c\u5934\u89c6\u9891\u3002\u8be5\u529f\u80fd\u901a\u8fc7\u7cbe\u51c6\u63a7\u5236\u753b\u9762\u8fc7\u6e21\uff0c\u7528\u6237\u53ef\u8bbe\u7f6e\u63d0\u793a\u8bcd\u548c\u65f6\u957f\uff0cAI\u81ea\u52a8\u751f\u6210\u6d41\u7545\u7684\u753b\u9762\uff0c\u6bd4\u5982\u4ece\u201c\u65e5\u51fa\u201d\u5230\u201c\u5e06\u8239\u201d\u4e4b\u95f4\u7684\u8fde\u8d2f\u53d9\u4e8b\u3002\u6b64\u5916\uff0c\u8be5\u6280\u672f\u652f\u6301\u590d\u6742\u955c\u5934\u8fd0\u7528\uff0c\u5b9e\u73b0\u7535\u5f71\u7ea7\u89c6\u89c9\u6548\u679c\u3002\u64cd\u4f5c\u6d41\u7a0b\u7b80\u5316\u4e3a\u4e09\u6b65\uff0c\u7528\u6237\u53ef\u8f7b\u677e\u521b\u5efa\u9ad8\u8d28\u91cf\u89c6\u9891\u3002<\/p>\n\n\n\n

\u963f\u91ccNLP\u56e2\u961f\u5f00\u6e90\u591a\u6a21\u6001\u6df1\u5ea6\u7814\u7a76\u667a\u80fd\u4f53WebWatcher\uff0c\u96c6\u6210\u7f51\u9875\u6d4f\u89c8\u3001\u56fe\u50cf\u641c\u7d22\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u53caOCR\uff0c\u53ef\u5904\u7406\u590d\u6742\u56fe\u6587\u4efb\u52a1\u3002\u901a\u8fc7\u81ea\u52a8\u6570\u636e\u751f\u6210\u4e0e\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u5728BrowseComp-VL\u3001HLE-VL\u3001MMSearch\u4e09\u5927\u57fa\u51c6\u4e0a\u5168\u9762\u8d85\u8d8aGPT-4o\u3001Gemini2.5-flash\u7b49\u95ed\u6e90\u6a21\u578b\uff0cPass@1\u6700\u9ad8\u8fbe55.3%\u3002<\/p>\n\n\n\n

8\u670821\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u5f00\u6e90Seed-OSS-36B\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u652f\u6301512K\u7684\u539f\u751f\u957f\u6587\u672c\u7a97\u53e3\u548c\u65b0\u601d\u8003\u9884\u7b97\u673a\u5236\uff0c\u5237\u65b0\u591a\u9879\u63a8\u7406\u80fd\u529b\u8bb0\u5f55\u3002<\/p>\n\n\n\n

8\u670821\u65e5\uff0c\u817e\u8baf\u4e91\u5ba3\u5e03\uff0cAI\u4e00\u7ad9\u5f0f\u5de5\u4f5c\u53f0CodeBuddy IDE\u56fd\u5185\u7248\u6b63\u5f0f\u5f00\u542f\u516c\u6d4b\uff0c\u652f\u6301DeepSeek-V3.1-Think\u3001DeepSeek-V3-0324\u3001DeepSeek-R1-0528\u3001hunyuan-turbos\u7b49\u6700\u65b0\u6a21\u578b\uff0c\u4e14\u5185\u7f6e\u817e\u8baf\u4e91EdgeOne Pages\u7b49\u5de5\u5177\uff0c\u53ef\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u6784\u5efa\u3001\u90e8\u7f72\u7ad9\u70b9\u548c\u65e0\u670d\u52a1\u5668\u5e94\u7528\u3002<\/p>\n\n\n\n

8\u670821\u65e5\uff0c\u767e\u5ea6\u84b8\u6c7d\u673aMuseSteamer\u97f3\u89c6\u9891\u4e00\u4f53\u5316\u6a21\u578b\u5347\u7ea7\u81f32.0\u7248\u672c\uff0c\u9996\u6b21\u5b9e\u73b0\u591a\u4eba\u6709\u58f0\u89c6\u9891\u4e00\u4f53\u5316\u751f\u6210\uff0c\u652f\u6301\u8fd0\u955c\u548c\u7535\u5f71\u7ea7\u8868\u6f14\u3002<\/p>\n\n\n\n

8\u670821\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03\u5168\u65b0Pixel 10\u7cfb\u5217\u667a\u80fd\u624b\u673a\uff0cNano Banana\u6a21\u578b\u6b63\u5f0f\u767b\u9646\u8c37\u6b4c\u624b\u673a\uff0c\u8be5\u6a21\u578b\u5728LMArena\u4e0a\u7ebf\u540e\uff0c\u8868\u73b0\u51fa\u4e86\u6781\u4f73\u7684\u4eba\u7269\u548c\u7269\u54c1\u4e00\u81f4\u6027\uff0c\u5e7f\u53d7\u793e\u533a\u597d\u8bc4\u3002<\/p>\n\n\n\n

8\u670822\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u9762\u5411\u5168\u7403\u7528\u6237\u53d1\u5e03\u4e86\u7f16\u7a0b\u5e73\u53f0Qoder\u3002Qoder\u96c6\u6210\u4e86\u5168\u7403\u9876\u5c16\u7684\u7f16\u7a0b\u6a21\u578b\uff0c\u57fa\u4e8e\u5f3a\u5927\u7684\u7f16\u7a0b\u667a\u80fd\u4f53\uff0c\u53ef\u5b9e\u73b0AI\u81ea\u4e3b\u7814\u53d1\uff0c\u5927\u5e45\u63d0\u5347\u771f\u5b9e\u8f6f\u4ef6\u7684\u5f00\u53d1\u6548\u7387\u3002<\/p>\n\n\n\n

8\u670822\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u6b63\u5f0f\u63a5\u5165DeepSeek V3.1\u6700\u65b0\u7248\u672c\uff0c\u7528\u6237\u53ef\u5728\u7535\u8111\u7248\u548c\u7f51\u9875\u7248\u63d0\u524d\u4f53\u9a8c\u3002\u6b64\u6b21\u5347\u7ea7\u5b9e\u73b0\u4e86\u4e24\u5927\u91cd\u8981\u6539\u8fdb\uff1a\u9996\u5148\uff0cDeepSeek V3.1-Think\u5728\u54cd\u5e94\u901f\u5ea6\u4e0a\u663e\u8457\u63d0\u5347\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u66f4\u5feb\u901f\u5730\u83b7\u53d6\u53cd\u9988\uff0c\u6355\u6349\u7075\u611f\uff0c\u8fdb\u4e00\u6b65\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff1b\u5176\u6b21\uff0c\u65b0\u7248\u6a21\u578b\u5728\u5de5\u5177\u8c03\u7528\u548c\u667a\u80fd\u4f53\u4efb\u52a1\u5904\u7406\u80fd\u529b\u65b9\u9762\u8868\u73b0\u66f4\u52a0\u51fa\u8272\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u8f7b\u677e\u5730\u5e94\u5bf9\u590d\u6742\u4efb\u52a1\u3002<\/p>\n\n\n\n

8\u670822\u65e5\uff0cGenspark\u53d1\u5e03AI Designer\u529f\u80fd\uff0c\u4e3a\u6bcf\u4e00\u4f4d\u7528\u6237\u5e26\u6765\u5168\u65b0\u7684\u8bbe\u8ba1Agent\uff0c\u8ba9\u4eba\u4eba\u90fd\u80fd\u5b8c\u6210\u54c1\u724c\u8bbe\u8ba1\u5de5\u4f5c\u3002<\/p>\n\n\n\n

\u9489\u9489\u3001\u901a\u4e49\u5b9e\u9a8c\u5ba4\u8bed\u97f3\u56e2\u961f\u5ba3\u5e03\uff0c\u8054\u624b\u63a8\u51fa\u65b0\u4e00\u4ee3\u8bed\u97f3\u8bc6\u522b\u5927\u6a21\u578bFun-ASR\uff0c\u80fd\u542c\u61c2\u5bb6\u88c5\u3001\u755c\u7267\u7b49\u5341\u5927\u884c\u4e1a\u9ed1\u8bdd\uff0c\u5e76\u652f\u6301\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\u5b9a\u5236\u8bad\u7ec3\u3002\u57fa\u4e8e\u53cc\u65b9\u6df1\u5ea6\u5171\u5efa\uff0cFun-ASR\u80fd\u591f\u51c6\u786e\u8f6c\u5199\u5404\u79cd\u8bed\u97f3\u4fe1\u53f7\uff0c\u5177\u5907\u8bc6\u522b\u591a\u884c\u4e1a\u672f\u8bed\u3001\u4e0d\u540c\u8bed\u8a00\u4e0e\u53e3\u97f3\u7684\u80fd\u529b\uff0c\u4e5f\u80fd\u7ed3\u5408\u4e0a\u4e0b\u6587\u4fe1\u606f\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u8f6c\u5f55\uff0c\u5e76\u652f\u6301\u4f01\u4e1a\u4e13\u5c5e\u6a21\u578b\u5b9a\u5236\u8bad\u7ec3\uff0c\u8ba9\u6a21\u578b\u66f4\u61c2\u4f01\u4e1a\u573a\u666f\u3002\u76ee\u524d\uff0cFun-ASR\u5df2\u88ab\u96c6\u6210\u8fdb\u9489\u9489\u7684\u591a\u4e2a\u529f\u80fd\u6a21\u5757\uff0c\u5305\u62ec\u4f1a\u8bae\u5b57\u5e55\u4e0e\u540c\u4f20\u3001\u667a\u80fd\u7eaa\u8981\u3001\u8bed\u97f3\u52a9\u624b\u7b49\u3002<\/p>\n\n\n\n

ElevenLabs\u63a8\u51faEleven v3 Alpha API\uff0c\u652f\u630170\u591a\u79cd\u8bed\u8a00\u7684\u6587\u672c\u8f6c\u8bed\u97f3\uff0c\u5f15\u5165\u591a\u89d2\u8272\u5bf9\u8bdd\u6a21\u5f0f\u548c\u9ad8\u7ea7\u97f3\u9891\u6807\u7b7e\u63a7\u5236\u3002<\/p>\n\n\n\n

Liquid AI\u63a8\u51faLFM2-VL\u89c6\u89c9\u8bed\u8a00\u57fa\u7840\u6a21\u578b\u7cfb\u5217\uff0c\u5305\u62ec450M\u548c1.6B\u53c2\u6570\u7248\u672c\uff0c\u4f18\u5316\u4f4e\u5ef6\u8fdf\u548c\u8bbe\u5907\u9002\u5e94\u6027\uff0c\u652f\u6301\u539f\u59cb\u5206\u8fa8\u7387\u56fe\u50cf\u5904\u7406\u3002<\/p>\n\n\n\n

\u963f\u91cc\u53d1\u5e03GUI\u667a\u80fd\u4f53\u6846\u67b6Mobile-Agent-v3\uff0c\u5728AndroidWorld\u548cOSWorld\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u6210\u529f\u7387\u5206\u522b\u8fbe73.3%\u548c37.7%\uff0c\u5e76\u5f00\u6e90GUI-Owl\u6a21\u578b\u3002<\/p>\n\n\n\n

8\u670823\u65e5\uff0c\u6708\u4e4b\u6697\u9762Kimi K2\u5c06\u9ad8\u901f\u7248\u6a21\u578b\u8f93\u51fa\u901f\u5ea6\u63d0\u5347\u81f3\u6bcf\u79d260 Tokens\uff0c\u6700\u9ad8\u53ef\u8fbe100 Tokens\uff0c\u91c7\u7528MoE\u67b6\u6784\uff0c\u603b\u53c2\u6570\u91cf1\u4e07\u4ebf\u3002<\/p>\n\n\n\n

8\u670824\u65e5\uff0c\u9a6c\u65af\u514b\u5728\u793e\u4ea4\u5e73\u53f0X\u4e0a\u5ba3\u5e03\uff0cxAI\u53bb\u5e74\u63a8\u51fa\u7684Grok 2.5\u6a21\u578b\u5df2\u6b63\u5f0f\u5f00\u6e90\uff0c\u79f0\u8fd9\u662f\u56e2\u961f\u6700\u5148\u8fdb\u7684\u6a21\u578b\u3002\u4ed6\u900f\u9732\uff0c\u4e0b\u4e00\u4ee3Grok 3\u5c06\u5728\u7ea66\u4e2a\u6708\u540e\u5f00\u6e90\uff0c\u6807\u5fd7\u7740xAI\u81f4\u529b\u4e8e\u63a8\u52a8\u6838\u5fc3\u6a21\u578b\u5f00\u653e\u5316\uff0c\u589e\u5f3a\u5728\u5168\u7403AI\u5f00\u6e90\u5927\u6a21\u578b\u9886\u57df\u7684\u7ade\u4e89\u529b\u3002\u6b64\u5916\uff0cGrok App v1.1.58\u65b0\u7248\u672c\u540c\u6b65\u4e0a\u7ebf\uff0c\u66f4\u65b0\u4e86Imagine\u529f\u80fd\u548cCompanions\u4e92\u52a8\uff0c\u52a0\u5165\u672a\u516c\u5f00\u7684\u65b0\u7279\u6027\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u66f4\u65b0\u4f53\u9a8c\u65b0\u5f69\u86cb\u3002<\/p>\n\n\n\n

issue135 2025.8.25-8.31<\/strong><\/p>\n\n\n\n

8\u670826\u65e5\uff0c\u591a\u6a21\u6001\u89c6\u9891\u751f\u6210\u6a21\u578b\u901a\u4e49\u4e07\u76f8\u300cWan2.2-S2V\u300d\u6b63\u5f0f\u5f00\u6e90\u3002\u8be5\u6a21\u578b\u5141\u8bb8\u7528\u6237\u4ec5\u7528\u4e00\u5f20\u9759\u6001\u56fe\u7247\u548c\u4e00\u6bb5\u97f3\u9891\uff0c\u751f\u6210\u9762\u90e8\u8868\u60c5\u81ea\u7136\u3001\u53e3\u578b\u4e00\u81f4\u3001\u80a2\u4f53\u52a8\u4f5c\u6d41\u7545\u7684\u7535\u5f71\u7ea7\u6570\u5b57\u4eba\u89c6\u9891\uff0c\u5355\u6b21\u751f\u6210\u53ef\u8fbe\u4e1a\u754c\u9886\u5148\u7684\u5206\u949f\u7ea7\u65f6\u957f\u3002\u8fd9\u4e00\u7a81\u7834\u5927\u5e45\u63d0\u5347\u4e86\u6570\u5b57\u4eba\u76f4\u64ad\u3001\u5f71\u89c6\u5236\u4f5c\u53caAI\u6559\u80b2\u7b49\u884c\u4e1a\u7684\u89c6\u9891\u521b\u4f5c\u6548\u7387\u3002Wan2.2-S2V\u652f\u6301\u591a\u79cd\u7c7b\u578b\u56fe\u7247\uff0c\u80fd\u591f\u8ba9\u4e3b\u4f53\u5f62\u8c61\u8fdb\u884c\u8bf4\u8bdd\u3001\u5531\u6b4c\u548c\u8868\u6f14\uff0c\u5e76\u53ef\u901a\u8fc7\u6587\u672c\u63a7\u5236\u4e30\u5bcc\u89c6\u9891\u5185\u5bb9\u3002\u76ee\u524d\uff0c\u8be5\u6a21\u578b\u5df2\u5728\u901a\u4e49\u4e07\u76f8\u5b98\u7f51\u4e0a\u7ebf\u3002<\/p>\n\n\n\n

\u5f53\u5730\u65f6\u95f48\u670826\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u56fe\u50cf\u751f\u6210\u548c\u7f16\u8f91\u6a21\u578bGemini 2.5 Flash Image\uff0c\u8fc5\u901f\u5728\u591a\u4e2a\u56fe\u50cf\u6392\u884c\u699c\u4e2d\u767b\u9876\uff0c\u6210\u4e3a\u65b0\u664b\u6027\u80fd\u51a0\u519b\u3002\u8be5\u6a21\u578b\u4e4b\u524d\u4ee5\u201cnano-banana\u201d\u8eab\u4efd\u5728\u5927\u6a21\u578b\u7ade\u6280\u573a\u4e2d\u6084\u7136\u63a5\u53d7\u7528\u6237\u4f53\u9a8c\uff0c\u6295\u7968\u6570\u8d85250\u4e07\u3002\u5728\u6587\u751f\u56fe\u548c\u56fe\u50cf\u7f16\u8f91\u573a\u666f\u4e2d\uff0cGemini 2.5\u8868\u73b0\u5353\u8d8a\uff0c\u5c24\u5176\u5728\u56fe\u50cf\u7f16\u8f91\u65b9\u9762\u4ee51362\u5206\u9ad8\u5c45\u699c\u9996\uff0c\u9886\u5148\u7b2c\u4e8c\u540d\u6709171\u5206\u5dee\u8ddd\u3002\u6838\u5fc3\u4eae\u70b9\u5728\u4e8e\u5176\u56fe\u50cf\u7f16\u8f91\u80fd\u529b\uff0c\u80fd\u591f\u9ad8\u6548\u6df7\u5408\u591a\u56fe\u50cf\u3001\u4fdd\u6301\u89d2\u8272\u4e00\u81f4\u6027\uff0c\u5e76\u652f\u6301\u81ea\u7136\u8bed\u8a00\u4fee\u6539\u3002<\/p>\n\n\n\n

8\u670826\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u5168\u9762\u5f00\u6e90\u4e86\u300cSkywork UniPic 2.0\u300d\u6a21\u578b\uff0c\u8fd9\u662f\u4e00\u4e2a\u9762\u5411\u7edf\u4e00\u591a\u6a21\u6001\u5efa\u6a21\u7684\u9ad8\u6548\u8bad\u7ec3\u548c\u63a8\u7406\u6846\u67b6\u3002\u8be5\u6a21\u578b\u4e13\u6ce8\u4e8e\u751f\u6210\u548c\u7f16\u8f91\u6a21\u5757\u7684\u8f7b\u91cf\u5316\uff0c\u5e76\u652f\u6301\u8fde\u63a5\u591a\u6a21\u6001\u7406\u89e3\u6a21\u578b\u7684\u8054\u5408\u8bad\u7ec3\uff0c\u65e8\u5728\u6784\u5efa\u5177\u6709\u7406\u89e3\u3001\u751f\u56fe\u548c\u7f16\u8f91\u4e00\u4f53\u5316\u7684\u6838\u5fc3\u80fd\u529b\uff0c\u5b9e\u73b0\u201c\u9ad8\u6548\u3001\u9ad8\u8d28\u3001\u7edf\u4e00\u201d\u7684\u591a\u6a21\u6001\u751f\u6210\u6a21\u578b\u3002\u76ee\u524d\uff0c\u300cSkywork UniPic 2.0\u300d\u53ca\u5176\u7cfb\u5217\u6a21\u578b\u5df2\u5168\u9762\u5f00\u6e90\uff0c\u63d0\u4f9b\u6a21\u578b\u6743\u91cd\u3001\u63a8\u7406\u4ee3\u7801\u548c\u5f3a\u5316\u7b56\u7565\uff0c\u52a9\u529b\u5f00\u53d1\u8005\u53ca\u7814\u7a76\u8005\u5feb\u901f\u5f00\u53d1\u591a\u6a21\u6001\u5e94\u7528\u3002<\/p>\n\n\n\n

8\u670827\u65e5\uff0c\u5fae\u8f6f\u5f00\u6e90\u4e86\u5176\u65b0\u6b3e\u8bed\u97f3\u751f\u6210\u6a21\u578bVibeVoice-1.5B\uff0c\u8be5\u6a21\u578b\u91c7\u7528next-token diffusion\u673a\u5236\uff0c\u65e8\u5728\u5b9e\u73b0\u9ad8\u8d28\u91cf\u7684\u957f\u8fbe90\u5206\u949f\u7684\u81ea\u7136\u5bf9\u8bdd\uff0c\u652f\u6301\u6700\u591a\u56db\u4f4d\u8bf4\u8bdd\u4eba\u7684\u4e92\u52a8\u3002VibeVoice\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u9010\u6b65\u6269\u5c55\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u4ece4K\u523065K tokens\uff0c\u4ee5\u786e\u4fdd\u8bed\u97f3\u7684\u8fde\u8d2f\u6027\u548c\u8bf4\u8bdd\u4eba\u4e00\u81f4\u6027\u3002\u8be5\u6a21\u578b\u7684\u6838\u5fc3\u521b\u65b0\u5728\u4e8e\u53ccTokenizer\u8bbe\u8ba1\uff0c\u4f7f\u5f97\u5176\u5728\u8d85\u957f\u3001\u591a\u4eba\u7684\u5bf9\u8bdd\u573a\u666f\u4e2d\u5177\u5907\u5f3a\u5927\u7684\u538b\u7f29\u6027\u80fd\u3002<\/p>\n\n\n\n

8\u670827\u65e5\uff0c\u9762\u58c1\u667a\u80fd\u5ba3\u5e03\u6b63\u5f0f\u5f00\u6e90\u51768B\u53c2\u6570\u7684\u591a\u6a21\u6001\u65d7\u8230\u6a21\u578bMiniCPM-V4.5\u3002\u8be5\u6a21\u578b\u662f\u884c\u4e1a\u9996\u4e2a\u5177\u5907\u9ad8\u5237\u89c6\u9891\u7406\u89e3\u80fd\u529b\u7684\u591a\u6a21\u6001\u6a21\u578b\uff0c\u5177\u6709\u7cbe\u51c6\u3001\u5feb\u901f\u548c\u957f\u65f6\u7684\u7406\u89e3\u80fd\u529b\u3002MiniCPM-V4.5\u5728\u9ad8\u5237\u89c6\u9891\u7406\u89e3\u3001\u957f\u89c6\u9891\u7406\u89e3\u3001OCR\u548c\u6587\u6863\u89e3\u6790\u7b49\u65b9\u9762\u8fbe\u5230\u4e86\u540c\u7ea7SOTA\u6c34\u5e73\uff0c\u5176\u6027\u80fd\u8fd8\u8d85\u8fc7\u4e86Qwen2.5-VL 72B\uff0c\u88ab\u8a89\u4e3a\u6700\u5f3a\u7aef\u4fa7\u591a\u6a21\u6001\u6a21\u578b\u3002<\/p>\n\n\n\n

8\u670827\u65e5\uff0cPixVerse\u6b63\u5f0f\u4e0a\u7ebf\u5176\u81ea\u7814\u89c6\u9891\u751f\u6210\u5927\u6a21\u578bPixVerse V5\u3002PixVerse V5\u5728\u751f\u6210\u901f\u5ea6\u3001\u7f8e\u5b66\u6548\u679c\u548c\u7528\u6237\u63d0\u793a\u7406\u89e3\u80fd\u529b\u4e0a\u90fd\u6709\u663e\u8457\u63d0\u5347\uff0c\u80fd\u591f\u57285\u79d2\u5185\u751f\u6210\u4fbf\u4e8e\u793e\u4ea4\u5206\u4eab\u7684\u77ed\u7247\uff0c\u5e76\u63d0\u4f9b\u66f4\u771f\u5b9e\u81ea\u7136\u7684\u89c6\u89c9\u6548\u679c\u3002\u4e3a\u4e86\u9a8c\u8bc1\u5176\u6280\u672f\u5b9e\u529b\uff0c\u56e2\u961f\u8fdb\u884c\u4e86\u8986\u76d6\u591a\u4e2a\u573a\u666f\u7684\u5168\u9762\u6d4b\u8bd5\uff0c\u8003\u5bdf\u5176\u5728\u6a21\u578b\u6280\u672f\u548c\u5e94\u7528\u573a\u666f\u7684\u5b9e\u9645\u8868\u73b0\u3002<\/p>\n\n\n\n

8\u670827\u65e5\uff0cAnthropic\u63a8\u51fa\u4e86\u6d4f\u89c8\u5668\u7aefAI Agent\u5de5\u5177\u201cClaude for Chrome\u201d\uff0c\u5141\u8bb8\u7528\u6237\u5728Chrome\u4e2d\u76f4\u63a5\u8c03\u7528Claude\u6765\u6267\u884c\u6d4f\u89c8\u3001\u70b9\u51fb\u548c\u586b\u8868\u7b49\u64cd\u4f5c\u3002\u8be5\u63d2\u4ef6\u76ee\u524d\u5904\u4e8e\u201c\u7814\u7a76\u9884\u89c8\u201d\u9636\u6bb5\uff0c\u9650\u91cf\u54111000\u540dClaude Max\u7528\u6237\u5f00\u653e\uff0c\u540c\u65f6\u63a5\u53d7\u5019\u8865\u540d\u5355\u767b\u8bb0\u3002\u5c3d\u7ba1\u8fd9\u4e00\u529f\u80fd\u88ab\u89c6\u4e3aAI\u4e0e\u65e5\u5e38\u8f6f\u4ef6\u751f\u6001\u63a5\u5165\u7684\u201c\u4e0b\u4e00\u6b65\u201d\uff0cAnthropic\u5f3a\u8c03\u5176\u4e2d\u5b58\u5728\u5b89\u5168\u6311\u6218\uff0c\u7279\u522b\u662f\u6307\u4ee4\u6ce8\u5165\u653b\u51fb\u98ce\u9669\u3002<\/p>\n\n\n\n

8\u670828\u65e5\uff0cNVIDIA\u53d1\u5e03Jet-Nemotron\u8bed\u8a00\u6a21\u578b\uff0c\u5305\u542b2\u4ebf\u548c4\u4ebf\u53c2\u6570\u7248\u672c\uff0c\u751f\u6210\u901f\u5ea6\u63d0\u534753.6\u500d\uff0c\u91c7\u7528PostNAS\u6280\u672f\u6539\u9020\u73b0\u6709\u6a21\u578b\uff0c\u964d\u4f4e\u8bad\u7ec3\u6210\u672c\u548c\u8ba1\u7b97\u5185\u5b58\u9700\u6c42\u3002<\/p>\n\n\n\n

8\u670829\u65e5\uff0cOpenAI \u53d1\u5e03\u4e86\u5168\u65b0\u7684 GPT Realtime \u5927\u6a21\u578b\u3002\u8fd9\u662f\u4e00\u4e2a Speech-to-Speech\uff08S2S\uff09\u6a21\u578b\uff0c\u80fd\u901a\u8fc7\u5355\u4e2a\u6a21\u578b\u4e0e API\u5b8c\u6210\u4ece\u97f3\u9891\u8f93\u5165\u5230\u97f3\u9891\u8f93\u51fa\u7684\u5168\u6d41\u7a0b\uff0c\u663e\u8457\u964d\u4f4e\u4ea4\u4e92\u5ef6\u8fdf\u5e76\u5145\u5206\u4fdd\u7559\u8bed\u97f3\u7ec6\u8282\u3002 GPT Realtime \u4ee5\u201c\u7aef\u5230\u7aef\u8bed\u97f3\u7406\u89e3\u2014\u63a8\u7406\u2014\u5408\u6210\u201d\u4e3a\u6838\u5fc3\u8def\u5f84\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u201c\u8bc6\u522b\u2014\u63a8\u7406\u2014\u5408\u6210\u201d\u591a\u9636\u6bb5\u5e26\u6765\u7684\u5ef6\u8fdf\u4e0e\u98ce\u683c\u5272\u88c2\u95ee\u9898\u3002<\/p>\n\n\n\n

8\u670829\u65e5\uff0cGemini \u4e0a\u7ebf\u4e86\u589e\u5f3a\u7248\u56fe\u7247\u7f16\u8f91\u529f\u80fd\uff0c\u73b0\u5728\u53ef\u4ee5\u6700\u591a\u4e0a\u4f203\u5f20\u56fe\u7247\u5e76\u878d\u5408\u591a\u79cd\u521b\u610f\u5143\u7d20\uff0c\u8f7b\u677e\u521b\u4f5c\u66f4\u795e\u5947\u7684\u56fe\u7247\u3002\u540c\u65f6\u4e5f\u5df2\u4e0a\u7ebf\u4e86\u201c\u4e34\u65f6\u5bf9\u8bdd\u201d\u9009\u9879\u3002<\/p>\n\n\n\n

8\u670829\u65e5\uff0cxAI \u5ba3\u5e03\u63a8\u51fa\u9ad8\u6548\u63a8\u7406\u6a21\u578bGrok Code Fast 1\uff0c\u8be5\u6a21\u578b\u4e13\u6ce8\u4e8e\u667a\u80fd\u5316\u7f16\u7a0b\u3002Grok Code Fast 1\u5c06\u5728\u591a\u79cd\u4e3b\u6d41\u7f16\u7a0b\u5e73\u53f0\uff08\u5982Cursor\u3001GitHub Copilot\u3001Cline\u3001Windsurf\u3001Roo Code\u548cKilo Code\u7b49\uff09\u4e0a\u9650\u65f6\u514d\u8d39\u5f00\u653e\u3002xAI\u8868\u793a\uff0c\u8be5\u6a21\u578b\u4ee5\u7ecf\u6d4e\u5b9e\u60e0\u7684\u7cbe\u7b80\u67b6\u6784\u5b9e\u73b0\u5f3a\u52b2\u6027\u80fd\uff0c\u9002\u5408\u5feb\u901f\u3001\u4f4e\u6210\u672c\u5730\u5904\u7406\u5e38\u89c1\u7f16\u7801\u4efb\u52a1\uff0c\u4ece\u800c\u6210\u4e3a\u5f00\u53d1\u8005\u7684\u7075\u6d3b\u9009\u62e9\u3002\u8fd9\u4e00\u65b0\u6a21\u578b\u6709\u671b\u63d0\u5347\u7f16\u7a0b\u6548\u7387\uff0c\u52a9\u529b\u5f00\u53d1\u8005\u7b80\u5316\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n\n\n\n

8\u670830\u65e5\uff0c\u5fae\u8f6f\u5728Copilot Labs\u63a8\u51fa\u5168\u65b0AI\u8bed\u97f3\u751f\u6210\u5de5\u5177Copilot Audio Expressions\u3002\u8be5\u5de5\u5177\u63d0\u4f9bEmotive\uff08\u60c5\u611f\u8868\u8fbe\uff09\u548cStory\uff08\u6545\u4e8b\u521b\u4f5c\uff09\u4e24\u79cd\u6a21\u5f0f\uff0c\u80fd\u591f\u751f\u6210\u66f4\u5177\u60c5\u611f\u8868\u73b0\u529b\u7684\u82f1\u6587\u8bed\u97f3\uff0c\u4f7f\u8f93\u51fa\u97f3\u9891\u66f4\u63a5\u8fd1\u771f\u4eba\u53d1\u58f0\u3002\u7528\u6237\u65e0\u9700\u6ce8\u518c\u5373\u53ef\u4f53\u9a8c\uff0c\u8f93\u5165\u6587\u672c\u540e\u53ef\u9009\u591a\u79cd\u97f3\u8272\u4e0e\u98ce\u683c\uff0c\u751f\u6210\u6700\u957f90\u79d2\u7684MP3\u683c\u5f0f\u97f3\u9891\u3002\u5728Emotive\u6a21\u5f0f\u4e0b\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u8c03\u6574\u63aa\u8f9e\u3001\u589e\u6dfb\u7ec6\u8282\uff1bStory\u6a21\u5f0f\u5219\u652f\u6301\u591a\u89d2\u8272\u53d9\u4e8b\uff0c\u5e76\u53ef\u81ea\u52a8\u533a\u5206\u53e3\u97f3\u548c\u5bf9\u8bdd\u98ce\u683c\u3002\u76ee\u524d\u8be5\u5de5\u5177\u4ec5\u652f\u6301\u82f1\u6587\uff0c\u5fae\u8f6f\u5c1a\u672a\u516c\u5e03\u591a\u8bed\u8a00\u652f\u6301\u8ba1\u5212\u3002<\/p>\n\n\n\n

issue136 2025.9.1-9.7<\/strong><\/p>\n\n\n\n

\u672c\u5468\uff0cGoogle DeepMind\u53d1\u5e03\u4e86\u540d\u4e3aSynthID\u7684\u5de5\u5177\uff0c\u4e3aAI\u751f\u6210\u7684\u5185\u5bb9\u6dfb\u52a0\u6570\u5b57\u6c34\u5370\uff0c\u63d0\u5347\u751f\u6210\u5f0fAI\u7684\u900f\u660e\u5ea6\u4e0e\u4fe1\u4efb\u5ea6\u3002\u8be5\u5de5\u5177\u53ef\u5c06\u6c34\u5370\u76f4\u63a5\u5d4c\u5165\u56fe\u50cf\u3001\u97f3\u9891\u3001\u6587\u672c\u53ca\u89c6\u9891\u4e2d\uff0c\u6c34\u5370\u5bf9\u4eba\u773c\u6216\u8033\u6735\u4e0d\u53ef\u611f\u77e5\uff0c\u4f46\u53ef\u901a\u8fc7SynthID\u7684\u6280\u672f\u8fdb\u884c\u68c0\u6d4b\u3002\u8be5\u529f\u80fd\u5df2\u96c6\u6210\u81f3Google\u7684\u591a\u4e2a\u751f\u6210\u5f0fAI\u4ea7\u54c1\u4e2d\uff0c\u5305\u62ec\u5e7f\u53d7\u6b22\u8fce\u7684Gemini 2.5 Flash Image (Nano Banana)\u3002SynthID\u7684\u63a8\u51fa\u65e8\u5728\u786e\u4fdd\u7528\u6237\u80fd\u591f\u66f4\u53ef\u9760\u5730\u8bc6\u522b\u548c\u9a8c\u8bc1AI\u751f\u6210\u7684\u5185\u5bb9\u6765\u6e90\u3002<\/p>\n\n\n\n

9\u67081\u65e5\uff0c\u7f8e\u56e2\u6b63\u5f0f\u53d1\u5e03\u5176\u9996\u6b3e\u5f00\u6e90\u5927\u6a21\u578bLongCat-Flash\uff0c\u8fd9\u662f\u4e00\u6b3e\u62e5\u67095600\u4ebf\u53c2\u6570\u7684\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff08MoE\uff09\u3002\u8be5\u6a21\u578b\u4ee5\u5176\u5feb\u6377\u7684\u63a8\u7406\u901f\u5ea6\u4e3a\u6700\u5927\u7279\u8272\uff0c\u5177\u5907\u6bcf\u79d2\u8d85\u8fc7100\u4e2atoken\u7684\u8f93\u51fa\u80fd\u529b\uff0c\u63a8\u7406\u65f6\u95f4\u76f8\u6bd4DeepSeek-V3\u964d\u4f4e\u8fd150%\u3002LongCat-Flash\u76ee\u524d\u4e0d\u652f\u6301\u591a\u6a21\u6001\u5185\u5bb9\u4e0a\u4f20\uff0c\u5e76\u63d0\u4f9b\u8054\u7f51\u641c\u7d22\u529f\u80fd\uff0c\u4f46\u5c1a\u672a\u542f\u7528\u6df1\u5ea6\u601d\u8003\u529f\u80fd\u3002\u7f8e\u56e2\u521b\u59cb\u4eba\u517cCEO\u738b\u5174\u8868\u793a\uff0cLongCat\u6a21\u578b\u5728\u63a8\u7406\u4e0e\u975e\u63a8\u7406\u6a21\u5f0f\u95f4\u65e0\u7f1d\u5207\u6362\uff0c\u6027\u80fd\u63a5\u8fd1GPT-4o\u3002<\/p>\n\n\n\n

9\u67081\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u5ba3\u5e03\u5c06\u65d7\u4e0b\u521a\u521a\u83b7\u5f97\u56fd\u9645\u7ffb\u8bd1\u6bd4\u8d5b\u51a0\u519b\uff08\u5728ACL WMT2025\u6bd4\u8d5b\u4e2d\u83b730\u4e2a\u8bed\u79cd\u7b2c\u4e00\u540d\uff09\u7684\u6a21\u578b\u5f00\u6e90\uff0c\u4f9b\u5f00\u53d1\u8005\u514d\u8d39\u4e0b\u8f7d\u90e8\u7f72\u3002\u8be5\u6a21\u578b\u547d\u540d\u4e3aHunyuan-MT-7B\uff0c\u603b\u53c2\u6570\u91cf\u4ec57B\uff0c\u652f\u630133\u4e2a\u8bed\u79cd\u30015\u79cd\u6c11\u6c49\u8bed\u8a00\/\u65b9\u8a00\u4e92\u8bd1\uff0c\u662f\u4e00\u4e2a\u80fd\u529b\u5168\u9762\u7684\u8f7b\u91cf\u7ea7\u7ffb\u8bd1\u6a21\u578b\u3002 \u540c\u65f6\u5f00\u6e90\u7684\u8fd8\u6709\u4e00\u4e2a\u7ffb\u8bd1\u96c6\u6210\u6a21\u578bHunyuan-MT-Chimera-7B \uff08\u5947\u7f8e\u62c9\uff09\uff0c\u662f\u4e1a\u754c\u9996\u4e2a\u7ffb\u8bd1\u96c6\u6210\u6a21\u578b\uff0c\u5b83\u80fd\u591f\u6839\u636e\u539f\u6587\u548c\u591a\u4e2a\u7ffb\u8bd1\u6a21\u578b\u7ed9\u51fa\u7684\u4e0d\u540c\u5185\u5bb9\uff0c\u518d\u751f\u6210\u4e00\u4e2a\u66f4\u4f18\u7684\u7ffb\u8bd1\u7ed3\u679c\uff0c\u4e0d\u4ec5\u539f\u751f\u652f\u6301Hunyuan-MT-7B\uff0c\u4e5f\u652f\u6301\u63a5\u5165 Deepseek \u7b49\u6a21\u578b\uff0c\u5bf9\u4e8e\u4e00\u4e9b\u6709\u4e13\u4e1a\u7ffb\u8bd1\u9700\u6c42\u7684\u7528\u6237\u548c\u573a\u666f\uff0c\u53ef\u4ee5\u63d0\u4f9b\u66f4\u52a0\u51c6\u786e\u7684\u56de\u590d\u3002<\/p>\n\n\n\n

9\u67081\u65e5\uff0c\u9636\u8dc3\u661f\u8fb0\u53d1\u5e03\u5f00\u6e90\u7aef\u5230\u7aef\u8bed\u97f3\u5927\u6a21\u578bStep-Audio 2 mini\uff0c\u652f\u6301\u8bed\u97f3\u539f\u751fTool Calling\u80fd\u529b\uff0c\u5305\u62ec\u8054\u7f51\u641c\u7d22\u3002<\/p>\n\n\n\n

9\u67082\u65e5\uff0c\u6df7\u51433D\u4e16\u754c\u6a21\u578b\u7cfb\u5217\u6700\u65b0\u6210\u5458HunyuanWorld-Voyager\uff08\u6df7\u5143Voyager\uff09\u6b63\u5f0f\u53d1\u5e03\uff0c\u6210\u4e3a\u9996\u4e2a\u652f\u6301\u539f\u751f3D\u91cd\u5efa\u7684\u8d85\u957f\u6f2b\u6e38\u4e16\u754c\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4e13\u6ce8\u4e8eAI\u5728\u7a7a\u95f4\u667a\u80fd\u9886\u57df\u7684\u5e94\u7528\uff0c\u5c06\u63a8\u52a8\u865a\u62df\u73b0\u5b9e\u3001\u7269\u7406\u4eff\u771f\u548c\u6e38\u620f\u5f00\u53d1\u7b49\u9886\u57df\u7684\u9ad8\u4fdd\u771f3D\u573a\u666f\u6f2b\u6e38\u80fd\u529b\u3002<\/p>\n\n\n\n

9\u67083\u65e5\uff0cMidoo.AI\u4eca\u65e5\u53d1\u5e03\u5168\u7403\u9996\u4e2a\u8bed\u8a00\u5b66\u4e60Agent\uff0c\u65e8\u5728\u9769\u65b0\u8bed\u8a00\u5b66\u4e60\u5e02\u573a\u3002\u521b\u59cb\u4ebaMark\u66fe\u63a8\u51faTalk AI\uff0c\u5f00\u542f\u4e86AI\u53e3\u8bed\u7ec3\u4e60\u9886\u57df\uff0c\u6b64\u6b21\u4e0e\u524dFellou.AI\u8054\u5408\u521b\u59cb\u4ebaLeo\u5408\u4f5c\uff0c\u7acb\u5fd7\u6253\u9020\u5168\u7403\u9886\u5148\u7684AI\u8bed\u8a00\u5b66\u4e60\u4ea7\u54c1\u3002Midoo.AI\u7684\u76ee\u6807\u4e0d\u4ec5\u662f\u4e89\u593a\u4e24\u5343\u4ebf\u7f8e\u5143\u7684\u5e02\u573a\u4efd\u989d\uff0c\u66f4\u5e0c\u671b\u7834\u89e3\u6559\u80b2\u884c\u4e1a\u957f\u671f\u5b58\u5728\u7684\u96be\u9898\uff0c\u63a8\u52a8\u5b66\u4e60\u65b9\u5f0f\u7684\u53d8\u9769\u3002\u901a\u8fc7\u521b\u65b0\u7684AI\u6280\u672f\uff0c\u8be5\u516c\u53f8\u671f\u671b\u7ed9\u8bed\u8a00\u5b66\u4e60\u8005\u63d0\u4f9b\u66f4\u6709\u6548\u7684\u5b66\u4e60\u4f53\u9a8c\u548c\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n

9\u67084\u65e5\uff0cOpenAI\u5ba3\u5e03\u6b63\u5f0f\u5411\u514d\u8d39\u7528\u6237\u5f00\u653eChatGPT Projects\u670d\u52a1\u3002\u8fd9\u4e00\u529f\u80fd\u4e8e\u53bb\u5e74\u5e74\u5e95\u53d1\u5e03\uff0c\u6574\u5408\u4e86Canvas\u548cChatGPT Search\uff0c\u5e2e\u52a9\u7528\u6237\u5c06\u4e0d\u540c\u7c7b\u522b\u7684\u5bf9\u8bdd\u6574\u7406\u81f3\u4e13\u7528\u4e3b\u9898\u6587\u4ef6\u5939\uff0c\u63d0\u5347\u68c0\u7d22\u6548\u7387\uff0c\u521b\u5efa\u4e2a\u6027\u5316\u7684\u201c\u5bf9\u8bdd\u7a7a\u95f4\u201d\u3002\u7528\u6237\u53ef\u4ee5\u5728\u8fdb\u884c\u8bba\u6587\u8ba8\u8bba\u7b49\u9879\u76ee\u65f6\u542f\u7528\u6b64\u529f\u80fd\uff0c\u547d\u540d\u4e3b\u9898\u5e76\u8bbe\u7f6e\u56fe\u6807\uff0c\u5728\u5bf9\u8bdd\u4e2d\u6dfb\u52a0\u6587\u4ef6\u548c\u81ea\u5b9a\u4e49\u6307\u4ee4\uff0c\u540c\u65f6\u9650\u5236\u5bf9\u8bdd\u8bb0\u5fc6\u4ee5\u907f\u514d\u8de8\u9886\u57df\u5e72\u6270\u3002<\/p>\n\n\n\n

9\u67085\u65e5\uff0c\u8c37\u6b4c\u5ba3\u5e03\u5f00\u6e90\u4e00\u6b3e\u65b0\u578b\u5f00\u653e\u5f0f\u5d4c\u5165\u6a21\u578bEmbeddingGemma\u3002\u8be5\u6a21\u578b\u4ee53.08\u4ebf\u4e2a\u53c2\u6570\u4e3a\u57fa\u7840\uff0c\u4e13\u4e3a\u7aef\u4fa7AI\u8bbe\u8ba1\uff0c\u80fd\u591f\u5728\u7b14\u8bb0\u672c\u3001\u624b\u673a\u7b49\u8bbe\u5907\u4e0a\u90e8\u7f72\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u548c\u8bed\u4e49\u641c\u7d22\u7b49\u5e94\u7528\u3002EmbeddingGemma\u7684\u4e00\u4e2a\u663e\u8457\u7279\u70b9\u662f\u80fd\u591f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u9690\u79c1\u6027\u5d4c\u5165\u5411\u91cf\uff0c\u5373\u4f7f\u5728\u65e0\u7f51\u7edc\u73af\u5883\u4e0b\u4e5f\u80fd\u6b63\u5e38\u8fd0\u884c\uff0c\u5e76\u4e14\u5176\u6027\u80fd\u4e0e\u5c3a\u5bf8\u7ffb\u500d\u7684Qwen-Embedding-0.6B\u76f8\u5f53\uff0c\u4e3a\u79fb\u52a8\u8bbe\u5907\u4e0a\u7684AI\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u652f\u6301\u3002<\/p>\n\n\n\n

9\u67085\u65e5\uff0c\u5728Anthropic\u5ba3\u5e03\u7981\u6b62\u4e2d\u8d44\u4f01\u4e1a\u4f7f\u7528\u5176\u670d\u52a1\u540e\uff0c\u56fd\u5185\u667a\u8c31\u3001\u5546\u6c64\u65e5\u65e5\u65b0\u7b49\u6a21\u578b\u5382\u5546\u5ba3\u5e03\u63a8\u51fa\u517c\u5bb9\u8ba1\u5212\uff0c\u65b9\u4fbf\u5f00\u53d1\u8005\u5feb\u901f\u8fc1\u79fb\u3002\u667a\u8c31\u5728\u672c\u5468\u8fd8\u63a8\u51fa\u4e8620\u5143\u5305\u6708\u7684GLM Coding Plan\u53ef\u63a5\u5165Claude Code\u4f7f\u7528\u3002<\/p>\n\n\n\n

9\u67085\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seed\u5ba3\u5e03Seedream4.0\u4e0a\u7ebf\uff0c\u5e76\u540c\u6b65\u65b0\u589e\u6263\u5b50\u7a7a\u95f4\u7684\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u652f\u6301\u591a\u56fe\u878d\u5408\u3001\u7ec4\u56fe\u751f\u6210\u3001\u753b\u9762\u4fee\u6539\u7b49\u3002<\/p>\n\n\n\n

9\u67085\u65e5\uff0cKimi\u56e2\u961f\u53d1\u5e03\u4e86Kimi K2\u6a21\u578b\u7684\u6700\u65b0\u7248\u672c0905\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5176\u5728\u771f\u5b9e\u7f16\u7a0b\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u3002\u65b0\u7248\u672c\u5728Agentic Coding\u80fd\u529b\u4e0a\u53d6\u5f97\u8fdb\u6b65\uff0c\u5e76\u4f18\u5316\u4e86\u524d\u7aef\u7f16\u7a0b\u4f53\u9a8c\uff0c\u589e\u5f3a\u4e86\u4ee3\u7801\u7684\u7f8e\u89c2\u6027\u548c\u5b9e\u7528\u6027\u3002\u6b64\u5916\uff0c\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u4ece128K\u6269\u5c55\u81f3256K\uff0c\u9002\u5e94\u66f4\u590d\u6742\u7684\u957f\u7ebf\u4efb\u52a1\u3002\u65b0\u7248\u7ee7\u7eed\u63d0\u4f9b\u9ad8\u901fAPI\uff0c\u8f93\u51fa\u901f\u5ea6\u8fbe\u523060-100 Token\/s\u3002\u5728\u9488\u5bf9\u771f\u5b9e\u8f6f\u4ef6\u5de5\u7a0b\u4efb\u52a1\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u79c0\u3002\u7528\u6237\u53ef\u901a\u8fc7Kimi\u5e94\u7528\u6216\u5b98\u7f51\u4f53\u9a8c\u65b0\u7248\uff0cAPI\u5df2\u5728\u5f00\u653e\u5e73\u53f0\u4e0a\u7ebf\uff0c\u517c\u5bb9\u6027\u548c\u6027\u80fd\u5747\u5f97\u5230\u63d0\u5347\u3002<\/p>\n\n\n\n

9\u67086\u65e5\uff0cQwen3-Max-Preview (Instruct)\u6a21\u578b\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u53c2\u6570\u91cf\u8d85\u8fc71\u4e07\u4ebf\u3002\u8be5\u6a21\u578b\u5728\u591a\u9879\u6743\u5a01\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u5168\u7403\u9886\u5148\u7684\u6027\u80fd\uff0c\u5305\u62ec\u901a\u7528\u77e5\u8bc6\u3001\u6570\u5b66\u63a8\u7406\u3001\u7f16\u7a0b\u4ee5\u53ca\u4eba\u7c7b\u504f\u597d\u5bf9\u9f50\u7b49\u9886\u57df\uff0c\u8d85\u8fc7\u591a\u6b3e\u7ade\u4e89\u5bf9\u624b\u5982Claude-Opus 4\u548cKimi-K2\u3002\u5185\u90e8\u6d4b\u8bd5\u548c\u65e9\u671f\u7528\u6237\u53cd\u9988\u663e\u793a\uff0cQwen3-Max-Preview\u4e0d\u4ec5\u5177\u5907\u66f4\u5f3a\u7684\u667a\u80fd\u6c34\u5e73\u548c\u66f4\u5e7f\u7684\u77e5\u8bc6\u9762\uff0c\u8fd8\u5728\u5bf9\u8bdd\u80fd\u529b\u4ee5\u53caAgent\u4efb\u52a1\u548c\u6307\u4ee4\u9075\u5faa\u65b9\u9762\u5c55\u73b0\u51fa\u5353\u8d8a\u6027\u80fd\u3002<\/p>\n\n\n\n

\u817e\u8bafARC\u5b9e\u9a8c\u5ba4\u516c\u5f00\u4e86AudioStory\u9879\u76ee\uff0c\u5b9e\u73b0\u4e86\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u957f\u65f6\u53d9\u4e8b\u97f3\u9891\u751f\u6210\u3002\u8be5\u7cfb\u7edf\u901a\u8fc7LLM\u5c06\u590d\u6742\u6307\u4ee4\u62c6\u89e3\u4e3a\u5e26\u65f6\u95f4\u987a\u5e8f\u7684\u5b50\u4efb\u52a1\uff0c\u5728\u89c6\u9891\u914d\u97f3\u3001\u97f3\u9891\u7eed\u5199\u3001\u957f\u97f3\u9891\u5408\u6210\u7b49\u5e94\u7528\u4e2d\u4fdd\u6301\u60c5\u8282\u7684\u8fde\u8d2f\u6027\u4e0e\u60c5\u611f\u7684\u4e00\u81f4\u6027\u3002<\/p>\n\n\n\n

Cursor\u6b63\u5f0f\u53d1\u5e03\u4e86Background Agents API\uff0c\u76ee\u524d\u5904\u4e8eBeta\u9636\u6bb5\u3002\u8be5\u63a5\u53e3\u5141\u8bb8\u5f00\u53d1\u8005\u4ee5\u7f16\u7a0b\u65b9\u5f0f\u521b\u5efa\u5e76\u7ba1\u7406\u53ef\u5728GitHub\u4ed3\u5e93\u4e2d\u81ea\u4e3b\u5de5\u4f5c\u7684AI\u7f16\u7801Agent\uff0c\u8fd9\u4e9bAgent\u80fd\u591f\u81ea\u52a8\u54cd\u5e94\u7528\u6237\u53cd\u9988\u3001\u4fee\u590d\u7f3a\u9677\u3001\u66f4\u65b0\u6587\u6863\u7b49\u3002<\/p>\n\n\n\n

issue137 2025.9.8-9.14<\/strong><\/p>\n\n\n\n

9\u67089\u65e5\uff0cBilibili\u5ba3\u5e03\u5f00\u6e90\u81ea\u7814\u8bed\u97f3\u751f\u6210\u5927\u6a21\u578bIndexTTS-2.0\uff0c\u6210\u4e3a\u9996\u4e2a\u652f\u6301\u7cbe\u786e\u65f6\u957f\u63a7\u5236\uff08Duration Control\uff09\u7684\u81ea\u56de\u5f52\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09\u7cfb\u7edf\u3002IndexTTS-2.0\u76f8\u8f83\u4e8e\u4f20\u7edf\u9010token\u751f\u6210\u7684TTS\u7cfb\u7edf\uff0c\u9996\u6b21\u5728\u81ea\u56de\u5f52\u67b6\u6784\u4e2d\u5b9e\u73b0\u4e86\u7cbe\u51c6\u7684\u65f6\u957f\u63a7\u5236\uff0c\u8fd9\u4e00\u521b\u65b0\u8bbe\u8ba1\u7279\u522b\u9002\u5408\u9700\u8981\u4e25\u683c\u97f3\u753b\u540c\u6b65\u7684\u89c6\u9891\u914d\u97f3\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

9\u67089\u65e5\uff0c\u901a\u4e49\u6b63\u5f0f\u63a8\u51fa\u6700\u65b0\u8bed\u97f3\u8bc6\u522b\u6a21\u578bQwen3-ASR-Flash\u3002\u8be5\u6a21\u578b\u4ee5Qwen3\u57fa\u5ea7\u4e3a\u57fa\u7840\uff0c\u7ecf\u8fc7\u6d77\u91cf\u591a\u6a21\u6001\u6570\u636e\u4e0e\u5343\u4e07\u5c0f\u65f6\u7684\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u6570\u636e\u8bad\u7ec3\u800c\u6210\u3002Qwen3-ASR-Flash\u5177\u5907\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u9c81\u68d2\u6027\u7684\u8bed\u97f3\u8bc6\u522b\u6027\u80fd\uff0c\u652f\u630111\u79cd\u8bed\u8a00\u53ca\u591a\u79cd\u53e3\u97f3\u3002\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\uff0c\u7528\u6237\u53ef\u4ee5\u4ee5\u4efb\u610f\u683c\u5f0f\u63d0\u4f9b\u6587\u672c\u4e0a\u4e0b\u6587\uff0c\u4ee5\u83b7\u5f97\u4e2a\u6027\u5316\u7684ASR\u7ed3\u679c\uff0c\u5e76\u4e14\u8be5\u6a21\u578b\u8fd8\u7279\u522b\u5177\u5907\u6b4c\u58f0\u8bc6\u522b\u80fd\u529b\uff0c\u8fdb\u4e00\u6b65\u62d3\u5bbd\u4e86\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

9\u67089\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u7684Seed\u56e2\u961f\u6b63\u5f0f\u63a8\u51fa\u65b0\u4e00\u4ee3\u56fe\u50cf\u521b\u4f5c\u6a21\u578bSeedream 4.0\u3002\u8be5\u6a21\u578b\u6574\u5408\u4e86\u6587\u751f\u56fe\u4e0e\u901a\u7528\u7f16\u8f91\u80fd\u529b\uff0c\u7ed3\u5408\u5e38\u8bc6\u4e0e\u63a8\u7406\u80fd\u529b\uff0c\u4e0e\u524d\u4ee3\u6a21\u578b\u76f8\u6bd4\u5728\u591a\u6a21\u6001\u6548\u679c\u3001\u901f\u5ea6\u548c\u53ef\u7528\u6027\u4e0a\u5b9e\u73b0\u4e86\u663e\u8457\u7a81\u7834\u3002Seedream 4.0\u652f\u6301\u6587\u672c\u4e0e\u56fe\u50cf\u7684\u7075\u6d3b\u7ec4\u5408\u8f93\u5165\uff0c\u5141\u8bb8\u591a\u79cd\u521b\u4f5c\u6a21\u5f0f\u5982\u6587\u751f\u56fe\u548c\u56fe\u50cf\u7f16\u8f91\uff0c\u540c\u65f6\u63d0\u5347\u4e86\u827a\u672f\u98ce\u683c\u7684\u81ea\u7531\u5ea6\u4e0e\u8868\u73b0\u529b\u3002\u63a8\u7406\u901f\u5ea6\u63d0\u5347\u8d85\u8fc710\u500d\uff0c\u652f\u6301\u6700\u9ad84K\u5206\u8fa8\u7387\u8f93\u51fa\u3002\u7528\u6237\u53ef\u901a\u8fc7\u5373\u68a6\u3001\u8c46\u5305\u3001\u706b\u5c71\u65b9\u821f\u7b49\u5e73\u53f0\u4f53\u9a8c\u3002<\/p>\n\n\n\n

9\u67089\u65e5\uff0c\u817e\u8baf\u53d1\u5e03\u4e86\u5168\u65b0AI CLI\u5de5\u5177CodeBuddy Code\uff0c\u65e8\u5728\u8ba990%\u4ee5\u4e0a\u7684\u4ee3\u7801\u901a\u8fc7AI\u751f\u6210\u3002\u6b64\u5916\uff0cCodeBuddy IDE\u56fd\u9645\u7248\u4e5f\u6b63\u5f0f\u5f00\u542f\u516c\u6d4b\uff0c\u9762\u5411\u6240\u6709\u7528\u6237\u514d\u8d39\u5f00\u653e\uff0c\u65e0\u9700\u9080\u8bf7\u7801\u3002\u8fd9\u4f7f\u5f97\u817e\u8baf\u4e91\u6210\u4e3a\u4e1a\u5185\u9996\u5bb6\u540c\u65f6\u652f\u6301\u63d2\u4ef6\u3001IDE\u548cCLI\u4e09\u79cd\u5f62\u6001\u7684AI\u7f16\u7a0b\u5de5\u5177\u63d0\u4f9b\u5546\uff0c\u80fd\u591f\u6ee1\u8db3\u4e13\u4e1a\u5f00\u53d1\u8005\u548c\u96f6\u57fa\u7840\u7528\u6237\u7684\u591a\u6837\u5316\u9700\u6c42\u3002\u7528\u6237\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528CodeBuddy\u56fd\u5185\u7248\u7684\u5168\u7cfb\u5217\u4ea7\u54c1\uff0c\u5e76\u65e0\u7f1d\u8c03\u7528DeepSeek\u7b49\u5927\u6a21\u578b\uff0c\u800c\u56fd\u9645\u7248\u5219\u652f\u6301GPT\u548cGemini\u7b49\u4e3b\u6d41\u6a21\u578b\uff0cIDE\u4e0eCLI\u5171\u7528\u989d\u5ea6\u3002<\/p>\n\n\n\n

9\u67089\u65e5\u665a\u95f4\uff0c\u817e\u8baf\u6df7\u5143\u6700\u65b0\u7684\u751f\u56fe\u6a21\u578b\u201c\u6df7\u5143\u56fe\u50cf2.1\uff08HunyuanImage 2.1\uff09\u201d\u6b63\u5f0f\u53d1\u5e03\uff0c\u652f\u6301\u6700\u957f\u8fbe1000\u4e2atokens\u7684\u63d0\u793a\u8bcd\uff0c\u652f\u6301\u539f\u751f2K\u751f\u56fe\u3002\u6b64\u5916\uff0c\u817e\u8baf\u6df7\u5143\u65b9\u9762\u900f\u9732\uff0c\u201c\u6df7\u5143\u539f\u751f\u591a\u6a21\u6001\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u4e5f\u5728\u8def\u4e0a\u4e86\u3002\u201d\u672c\u6b21\uff0c\u6df7\u5143\u8fd8\u5f00\u6e90\u4e2d\u82f1\u6587\u6539\u5199\u6a21\u578b\u2014\u2014\u6df7\u5143\u6587\u672c\u6539\u5199\u6a21\u578b\uff08PromptEnhancer\uff09\uff0c\u80fd\u591f\u5bf9\u7528\u6237\u7684\u6587\u672c\u6307\u4ee4\u8fdb\u884c\u7ed3\u6784\u5316\u4f18\u5316\u3002<\/p>\n\n\n\n

9\u670810\u65e5\uff0c\u963f\u5e03\u624e\u6bd4\u7a46\u7f55\u9ed8\u5fb7\u00b7\u672c\u00b7\u624e\u8036\u5fb7\u4eba\u5de5\u667a\u80fd\u5927\u5b66\uff08MBZUAI\uff09\u4e0eAI\u521b\u4f01G42\u8054\u5408\u63a8\u51fa\u4e86\u65b0\u4f4e\u6210\u672c\u63a8\u7406\u6a21\u578bK2-Think\uff0c\u8be5\u6a21\u578b\u5728Hugging Face\u548cGitHub\u4e0a\u5df2\u5f00\u6e90\u3002K2-Think\u542b320\u4ebf\u4e2a\u53c2\u6570\uff0c\u57fa\u4e8e\u963f\u91cc\u5df4\u5df4\u7684\u5f00\u6e90\u6a21\u578bQwen 2.5\u6784\u5efa\uff0c\u5176\u6027\u80fd\u8d85\u8d8a\u4e86\u53c2\u6570\u89c4\u6a21\u662f\u517620\u500d\u7684OpenAI\u548cDeepSeek\u65d7\u8230\u63a8\u7406\u6a21\u578b\u3002\u5728\u590d\u6742\u6570\u5b66\u4efb\u52a1\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cK2-Think\u5728\u591a\u4e2a\u6d4b\u8bd5\u4e2d\u5f97\u5206\u8868\u73b0\u4f18\u5f02\uff0c\u8d85\u8d8a\u4e86GPT-OSS\u3001DeepSeek V3.1\u53caQwen3 235B-A22B\u7b49\u4f17\u591a\u5f00\u6e90\u6a21\u578b\u3002\u76f8\u5173\u8bba\u6587\u5df2\u5728arXiv\u5e73\u53f0\u53d1\u8868\u3002<\/p>\n\n\n\n

Anthropic\u66f4\u65b0Claude\u5e94\u7528\uff0c\u73b0\u5728\u53ef\u5728\u4f1a\u8bdd\u4e2d\u521b\u5efa\u7f16\u8f91Excel\u3001Word\u3001PPT\u548cPDF\u5e76\u8f93\u51fa\u53ef\u7528\u683c\u5f0f\u3002<\/p>\n\n\n\n

\u57282025\u5e74WAVE SUMMIT\u6df1\u5ea6\u5b66\u4e60\u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\uff0c\u767e\u5ea6\u6b63\u5f0f\u53d1\u5e03\u4e86\u6587\u5fc3\u5927\u6a21\u578bX1.1\uff0c\u5f3a\u8c03\u5176\u5728\u4e8b\u5b9e\u6027\u3001\u6307\u4ee4\u9075\u5faa\u548c\u667a\u80fd\u4f53\u80fd\u529b\u65b9\u9762\u7684\u663e\u8457\u63d0\u5347\uff0c\u5206\u522b\u63d0\u9ad834.8%\u300112.5%\u548c9.6%\u3002\u65b0\u6a21\u578b\u57fa\u4e8e\u6587\u5fc3\u5927\u6a21\u578b4.5\u6784\u5efa\uff0c\u91c7\u7528\u4e86\u8fed\u4ee3\u5f0f\u6df7\u5408\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u6846\u67b6\uff0c\u80fd\u591f\u81ea\u52a8\u62c6\u5206\u590d\u6742\u4efb\u52a1\u5e76\u9010\u6b65\u6267\u884c\uff0c\u4e25\u683c\u9075\u5faa\u4e1a\u52a1\u89c4\u5219\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u6587\u5fc3\u4e00\u8a00\u5b98\u7f51\u548c\u6587\u5c0f\u8a00APP\u4f53\u9a8cX1.1\u7684\u589e\u5f3a\u529f\u80fd\u3002<\/p>\n\n\n\n

9\u670811\u65e5\uff0c\u817e\u8baf\u4f18\u56fe\u5b9e\u9a8c\u5ba4\u5ba3\u5e03\u5f00\u6e90\u56fe\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6846\u67b6Youtu-GraphRAG\u3002<\/p>\n\n\n\n

9\u670812\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5343\u95eeQwen3-Next-80B-A3B\u6a21\u578b\u53d1\u5e03\u3002\u5728\u6027\u80fd\u4e0a\u51fb\u8d25Qwen3-32B\uff0c\u5728\u63a8\u7406\u548c\u957f\u4e0a\u4e0b\u6587\u4e0a\u51fb\u8d25Qwen3-235B\u3002Qwen3-Next-80B-A3B-Instruct\u63a5\u8fd1235B\u65d7\u8230\u3002Qwen3-Next-80B-A3B-Thinking\u7684\u8868\u73b0\u4f18\u4e8eGemini-2.5-Flash-Thinking\u3002<\/p>\n\n\n\n

9\u670812\u65e5\uff0c\u7f8e\u56e2\u6b63\u5f0f\u53d1\u5e03\u4e86AI\u751f\u6d3b\u52a9\u624b\u5c0f\u7f8eAPP\uff0c\u5168\u9762\u63a5\u5165\u5916\u5356\u3001\u65c5\u6e38\u3001\u9152\u5e97\u9884\u8ba2\u7b49\u6838\u5fc3\u4e1a\u52a1\u3002\u7528\u6237\u53ef\u901a\u8fc7\u8bed\u97f3\u6216\u6587\u5b57\u6307\u4ee4\u5b8c\u6210\u8bf8\u5982\u67e5\u8be2\u9ad8\u8bc4\u5206\u5ddd\u83dc\u9986\u6216\u9884\u7ea6\u6545\u5bab\u95e8\u7968\u7b49\u64cd\u4f5c\uff0c\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u5b9e\u65f6\u6570\u636e\u63a8\u8350\u6700\u4f73\u65b9\u6848\u3002<\/p>\n\n\n\n

\u767e\u5ea6\u63a8\u51fa\u7684\u6587\u5fc3\u601d\u8003\u6a21\u578bERNIE-4.5-21B-A3B-Thinking\uff0c\u5728Hugging Face\u5168\u7403\u6a21\u578b\u8d8b\u52bf\u699c\u4e2d\u8dc3\u5347\u81f3\u7b2c\u4e00\uff0c\u7efc\u5408\u699c\u5355\u7b2c\u4e09\u3002\u8be5\u6a21\u578b\u4ee5\u517621\u4ebf\u4e2a\u603b\u53c2\u6570\u548c\u4ec53\u4ebf\u4e2a\u6fc0\u6d3b\u53c2\u6570\u5b9e\u73b0\u63a5\u8fd1SOTA\u6548\u679c\uff0c\u5e76\u652f\u6301128K\u8d85\u957f\u4e0a\u4e0b\u6587\uff0c\u80fd\u591f\u6709\u6548\u5904\u7406\u590d\u6742\u63a8\u7406\u548c\u957f\u6587\u672c\u4efb\u52a1\u3002\u6b64\u5916\uff0cERNIE-4.5\u5728\u903b\u8f91\u63a8\u7406\u3001\u6570\u5b66\u548c\u4ee3\u7801\u751f\u6210\u7b49\u591a\u4e2a\u573a\u666f\u4e2d\u8868\u73b0\u4f18\u79c0\uff0c\u5e76\u65b0\u589e\u5de5\u5177\u8c03\u7528\u80fd\u529b\u3002<\/p>\n\n\n\n

OpenAI\u5f00\u59cb\u4e3aChatGPT\u5e26\u6765\u201c\u5f00\u53d1\u8005\u6a21\u5f0f\u201d\uff0cPlus\/Pro\u8ba2\u9605\u7528\u6237\u53ef\u914d\u7f6e\u63a5\u5165MCP\u5ba2\u6237\u7aef\uff0c\u652f\u6301\u8bfb\u53d6\u548c\u5199\u5165\u5916\u90e8\u6570\u636e\uff0c\u4e0e\u5916\u90e8\u7cfb\u7edf\u8fdb\u884c\u53cc\u5411\u4ea4\u4e92\u3002<\/p>\n\n\n\n

Replit\u53d1\u5e03\u7b2c\u4e09\u4ee3AI\u5f00\u53d1\u52a9\u624bAgent3\uff0c\u81ea\u4e3b\u6027\u80fd\u5927\u5e45\u63d0\u5347\uff0c\u8fde\u7eed\u8fd0\u884c\u65f6\u95f4\u4ece2\u5206\u949f\u589e\u81f3200\u5206\u949f\uff0c\u57fa\u4e8e\u201c\u52a8\u6001\u667a\u80fd\u201d\u6280\u672f\uff0c\u5177\u5907\u589e\u5f3a\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u548c\u8fed\u4ee3\u63a8\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n

9\u670812\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u65d7\u4e0bAI\u521b\u610fAgent\u5c0f\u4e91\u96c0\u63a8\u51fa\u4e86\u56fe\u7247Agent 2.0\uff0c\u6807\u5fd7\u7740\u8fd9\u6b3e\u5728\u7535\u5546\u8425\u9500\u4e2d\u8868\u73b0\u51fa\u8272\u7684\u5de5\u5177\u6b63\u5f0f\u8d70\u5411\u516c\u4f17\u3002\u5f97\u76ca\u4e8eSeedream 4.0\u7684\u63a5\u5165\uff0c\u56fe\u7247Agent 2.0\u5f3a\u5316\u4e86\u5176\u5e94\u7528\u8303\u7574\u3002<\/p>\n\n\n\n

\u5fae\u4fe1\u4e0a\u7ebf\u516c\u4f17\u53f7\u667a\u80fd\u56de\u590d\u529f\u80fd\uff0c\u817e\u8baf\u6df7\u5143\u5927\u6a21\u578b\u52a9\u529b\u521b\u4f5c\u8005\u9ad8\u6548\u4e92\u52a8\u3002<\/p>\n\n\n\n

issue138 2025.9.15-9.21<\/strong><\/p>\n\n\n\n

9\u670815\u65e5\uff0c\u963f\u91cc\u5df4\u5df4\u901a\u4e49\u5b9e\u9a8c\u5ba4\u63a8\u51fa\u4e86FunAudio-ASR\u7aef\u5230\u7aef\u8bed\u97f3\u8bc6\u522b\u5927\u6a21\u578b\u3002\u8fd9\u6b3e\u6a21\u578b\u901a\u8fc7\u521b\u65b0\u7684Context\u6a21\u5757\u663e\u8457\u4f18\u5316\u4e86\u201c\u5e7b\u89c9\u201d\u548c\u201c\u4e32\u8bed\u79cd\u201d\u7b49\u95ee\u9898\uff0c\u5728\u9ad8\u566a\u58f0\u573a\u666f\u4e2d\uff0c\u5e7b\u89c9\u7387\u4ece78.5%\u964d\u81f310.7%\u3002FunAudio-ASR\u878d\u5408\u4e86\u6570\u5343\u4e07\u5c0f\u65f6\u7684\u97f3\u9891\u6570\u636e\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8bed\u4e49\u7406\u89e3\u80fd\u529b\uff0c\u63d0\u5347\u4e86\u8bed\u97f3\u8bc6\u522b\u7684\u4e0a\u4e0b\u6587\u4e00\u81f4\u6027\u548c\u8de8\u8bed\u8a00\u5207\u6362\u80fd\u529b\u3002\u8be5\u6a21\u578b\u5728\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u8d85\u8d8a\u4e86Seed-ASR\u7b49\u4e1a\u5185\u77e5\u540d\u6a21\u578b\u3002<\/p>\n\n\n\n

9\u670816\u65e5\u51cc\u6668\uff0cOpenAI\u53d1\u5e03\u4e86\u65b0\u6a21\u578bGPT-5-Codex\uff0c\u8fd9\u662f\u5728GPT-5\u57fa\u7840\u4e0a\u4e13\u95e8\u4e3a\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u4f18\u5316\u7684\u7248\u672c\u3002\u8be5\u6a21\u578b\u5177\u5907\u52a8\u6001\u8ba1\u7b97\u80fd\u529b\uff0c\u80fd\u591f\u6839\u636e\u4efb\u52a1\u590d\u6742\u5ea6\u5b9e\u65f6\u8c03\u6574\u601d\u8003\u65f6\u95f4\uff0c\u5e76\u5728\u7f16\u7a0b\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5c55\u73b0\u51fa\u8272\u8868\u73b0\u3002GPT-5-Codex\u7684\u63a8\u51fa\u65e8\u5728\u63d0\u5347\u667a\u80fd\u4f53\u7f16\u7a0b\uff08Agentic Coding\uff09\u7684\u6548\u7387\uff0c\u4e3a\u8f6f\u4ef6\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u4e3a\u5f3a\u5927\u7684\u7f16\u7a0b\u5de5\u5177\u3002<\/p>\n\n\n\n

9\u670816\u65e5\uff0c\u57282025\u817e\u8baf\u5168\u7403\u6570\u5b57\u751f\u6001\u5927\u4f1a\u4e0a\uff0c\u817e\u8baf\u6df7\u51433D 3.0\u6a21\u578b\u6b63\u5f0f\u53d1\u5e03\u3002\u817e\u8baf\u96c6\u56e2\u9ad8\u7ea7\u6267\u884c\u526f\u603b\u88c1\u3001\u4e91\u4e0e\u667a\u6167\u4ea7\u4e1a\u4e8b\u4e1a\u7fa4CEO\u6c64\u9053\u751f\u4ecb\u7ecd\uff0c\u6df7\u51433D 3.0\u6a21\u578b\u5efa\u6a21\u7cbe\u5ea6\u6bd4\u4e0a\u4e00\u7248\u63d0\u5347\u4e863\u500d\uff0c\u4eba\u7269\u3001\u590d\u6742\u7ec6\u8282\u7684\u751f\u6210\u6548\u679c\u5927\u5e45\u63d0\u5347\u3002<\/p>\n\n\n\n

9\u670816\u65e5\uff0cTeable 2.0\u6b63\u5f0f\u53d1\u5e03\uff0c\u6210\u4e3a\u9996\u4e2aAI\u6570\u636e\u5e93Agent\u3002\u8fd9\u4e00\u66f4\u65b0\u5c06\u6700\u4f18\u8d28\u7684\u5f00\u6e90\u65e0\u4ee3\u7801\u6570\u636e\u5e93\u8f6c\u53d8\u4e3a\u5f3a\u5927\u7684\u667a\u80fd\u5de5\u5177\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u5728\u51e0\u79d2\u5185\u7ec4\u7ec7\u3001\u5206\u6790\u3001\u81ea\u52a8\u5316\u548c\u6279\u91cf\u751f\u6210\u6570\u636e\u3002Teable 2.0\u65e8\u5728\u8ba9\u6570\u636e\u5904\u7406\u53d8\u5f97\u66f4\u52a0\u8f7b\u677e\u548c\u667a\u80fd\uff0c\u5b9e\u73b0\u4eba\u4eba\u90fd\u80fd\u4fbf\u6377\u5229\u7528\u6570\u636e\u7684\u76ee\u6807\u3002<\/p>\n\n\n\n

9\u670817\u65e5\uff0c\u8c46\u5305\u5f00\u59cb\u5185\u6d4bAgent\u201c\u8d85\u80fd\u6a21\u5f0f\u201d\uff0c\u652f\u6301\u591a\u8f6e\u641c\u7d22\u3001\u6df1\u5ea6\u63a8\u7406\u3001\u6d4f\u89c8\u5668\u64cd\u4f5c\u548c\u5bcc\u5a92\u4f53\u751f\u6210\u56db\u5927\u6838\u5fc3\u80fd\u529b\u3002<\/p>\n\n\n\n

\u5373\u68a6\u63a8\u51faAgent\u6a21\u5f0f\uff0c\u5b9e\u73b0\u4e86\u81ea\u52a8\u63d0\u793a\u8bcd\u751f\u6210\u548c\u89c6\u9891\u4e00\u952e\u751f\u6210\u7684\u65b0\u529f\u80fd\u3002\u8be5\u6a21\u5f0f\u7684\u667a\u80fd\u591a\u5e27\u529f\u80fd\u5141\u8bb8\u8fde\u7eed\u751f\u6210\u591a\u5f20\u56fe\u50cf\uff0c\u5e76\u81ea\u52a8\u8854\u63a5\u9996\u5c3e\u5e27\u4ee5\u5408\u6210\u89c6\u9891\u3002\u7528\u6237\u8fd8\u53ef\u4ee5\u6279\u91cf\u751f\u6210\u56fe\u50cf\u548c\u89c6\u9891\uff0c\u4e00\u6b21\u6700\u591a\u53ef\u751f\u621040\u5f20\u56fe\u50cf\u548c8\u4e2a\u89c6\u9891\uff0c\u5e76\u80fd\u81ea\u52a8\u6574\u7406\u6210\u5b8c\u6574\u89c6\u9891\u3002<\/p>\n\n\n\n

MiniMax\u6d77\u87baAI\u97f3\u4e50\u6a21\u578b1.5\u6b63\u5f0f\u53d1\u5e03\u3002\u8be5\u6a21\u578b\u80fd\u591f\u751f\u6210\u957f\u8fbe4\u5206\u949f\u7684\u5b8c\u6574\u6b4c\u66f2\uff0c\u4e14\u7ed3\u6784\u6e05\u6670\u4e14\u4e0d\u91cd\u590d\u3002\u5b83\u652f\u6301\u591a\u5c42\u6b21\u7684\u7f16\u66f2\uff0c\u5141\u8bb8\u7528\u6237\u5bf9\u4e2d\u897f\u4e50\u5668\u3001\u98ce\u683c\u3001\u60c5\u7eea\u548c\u573a\u666f\u8fdb\u884c\u7cbe\u7ec6\u63a7\u5236\uff0c\u4ece\u800c\u4e3a\u521b\u4f5c\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u7075\u6d3b\u6027\u548c\u521b\u610f\u7a7a\u95f4\u3002<\/p>\n\n\n\n

9\u670817\u65e5\uff0c\u963f\u91cc\u5f00\u6e90\u65d7\u4e0b\u9996\u4e2a\u6df1\u5ea6\u7814\u7a76Agent\u6a21\u578b\u2014\u2014\u901a\u4e49DeepResearch\u3002\u8be5\u6a21\u578b\u5728HLE\u3001BrowseComp-zh\u3001GAIA\u7b49\u591a\u4e2a\u6743\u5a01\u8bc4\u6d4b\u96c6\u4e0a\u53d6\u5f97SOTA\u6210\u7ee9\uff08State-of-the-art\uff09\uff0c\u8d85\u8d8aOpenAI Deep Research\u3001DeepSeek-V3.1\u7b49Agent\u6a21\u578b\u3002\u76ee\u524d\uff0c\u901a\u4e49DeepResearch\u7684\u6a21\u578b\u3001\u6846\u67b6\u548c\u65b9\u6848\u5747\u5df2\u5168\u9762\u5f00\u6e90\uff0c\u7528\u6237\u53ef\u5728Github\u3001Hugging Face\u548c\u9b54\u642d\u793e\u533a\u793e\u533a\u4e0b\u8f7d\u6a21\u578b\u548c\u4ee3\u7801\u3002<\/p>\n\n\n\n

Claude\u548cChatGPT\u5df2\u540c\u6b65\u8fdb\u9a7bXcode 26\uff0c\u539f\u751f\u652f\u6301AI\u7f16\u7801\u529f\u80fd\u3002\u5f00\u53d1\u8005\u73b0\u5728\u53ef\u4ee5\u76f4\u63a5\u5728Xcode 26\u4e2d\u767b\u5f55Claude\u6216ChatGPT\u8d26\u6237\uff0c\u5229\u7528\u5404\u81ea\u7684\u6a21\u578b\u8fdb\u884c\u7f16\u7a0b\u8f85\u52a9\u3002\u8fd9\u4e00\u96c6\u6210\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5728IDE\u4e2d\u66f4\u65b9\u4fbf\u5730\u4f7f\u7528AI\uff0c\u63d0\u9ad8\u4ee3\u7801\u7f16\u5199\u7684\u6548\u7387\u3002<\/p>\n\n\n\n

Figma\u5f00\u59cb\u5185\u6d4bAI\u8bbe\u8ba1\u548c\u7f16\u8f91\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u7b80\u5355\u7684\u8bc4\u8bba\u6765\u5bf9\u9009\u4e2d\u7684\u753b\u5e03\u8fdb\u884c\u667a\u80fd\u4fee\u6539\u3002\u8be5\u529f\u80fd\u65e8\u5728\u63d0\u5347\u8bbe\u8ba1\u6548\u7387\u4e0e\u534f\u4f5c\u4f53\u9a8c\uff0c\u76ee\u524d\u7528\u6237\u9700\u8981\u63d0\u4ea4\u7533\u8bf7\u624d\u80fd\u4f53\u9a8c\u8fd9\u4e00\u521b\u65b0\u7684\u8bbe\u8ba1\u5de5\u5177\u3002<\/p>\n\n\n\n

9\u670818\u65e5\uff0c\u5fae\u8f6fCopilot\u5ba3\u5e03\u5c06\u63a8\u51fa\u8bb0\u5fc6\u7ba1\u7406\u529f\u80fd\uff0c\u5e76\u65b0\u589e\u5bf9Google Drive\u7684\u96c6\u6210\u529f\u80fd\u3002\u7528\u6237\u5c06\u80fd\u591f\u76f4\u63a5\u901a\u8fc7Copilot\u67e5\u627e\u548c\u8bfb\u53d6Google Drive\u4e2d\u7684\u6587\u4ef6\uff0c\u63d0\u5347\u534f\u4f5c\u548c\u6587\u6863\u7ba1\u7406\u7684\u4fbf\u5229\u6027\u3002\u6b64\u5916\uff0c\u8fd9\u9879\u66f4\u65b0\u5c06\u4f7f\u5f97AI\u4e0e\u7528\u6237\u7684\u4e92\u52a8\u66f4\u52a0\u4e2a\u6027\u5316\u548c\u6301\u4e45\uff0c\u672a\u6765\u8fd8\u8ba1\u5212\u652f\u6301\u66f4\u591a\u7b2c\u4e09\u65b9\u5e94\u7528\u3002<\/p>\n\n\n\n

9\u670818\u65e5\uff0cGoogle\u5ba3\u5e03\u63a8\u51faAgent\u652f\u4ed8\u534f\u8bae(AP2)\uff0c\u8fd9\u662f\u4e00\u4e2a\u5f00\u653e\u5171\u4eab\u7684\u534f\u8bae\uff0c\u65e8\u5728\u4e3a\u4ee3\u7406\u5546\u4e0e\u5546\u5bb6\u4e4b\u95f4\u7684\u5b89\u5168\u5408\u89c4\u4ea4\u6613\u63d0\u4f9b\u901a\u7528\u8bed\u8a00\u3002AP2\u53ef\u4ee5\u4f5c\u4e3a\u73b0\u6709A2A\u534f\u8bae\u548cMCP\u7684\u6269\u5c55\uff0c\u4fc3\u8fdb\u66f4\u52a0\u9ad8\u6548\u548c\u5b89\u5168\u7684\u652f\u4ed8\u6d41\u7a0b\u3002<\/p>\n\n\n\n

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9\u670819\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u5168\u91cf\u4e0a\u7ebf\u516c\u4f17\u53f7\u548c\u89c6\u9891\u53f7\u8bc4\u8bba\u533a\uff0c\u5177\u5907\u5bf9\u7528\u6237\u60c5\u7eea\u7684\u611f\u77e5\u4e0e\u56de\u5e94\u80fd\u529b\uff0c\u6d1e\u5bdf\u7528\u6237\u63d0\u95ee\u80cc\u540e\u7684\u60c5\u7eea\u503e\u5411\uff0c\u4ece\u7528\u6237\u89c6\u89d2\u51fa\u53d1\u7ed9\u51fa\u56de\u5e94\u3002<\/p>\n\n\n\n

9\u670819\u65e5\uff0c\u817e\u8baf\u5ba3\u5e03\u6df7\u51433D Studio\u6b63\u5f0f\u53d1\u5e03\u3002\u636e\u4e86\u89e3\uff0c\u57fa\u4e8e\u6df7\u5143\u7f8e\u672f\u7ea73D\u751f\u6210\u6a21\u578bPolyGen\uff0c\u6df7\u51433D Studio\u5347\u7ea7\u4f4e\u6a21\u62d3\u6251\u529f\u80fd\uff0c\u65b0\u589e\u4f4e\u3001\u4e2d\u3001\u9ad8\u4e09\u6863\u9762\u6570\u63a7\u5236\uff0c\u6ee1\u8db3\u7528\u6237\u5bf9\u6a21\u578b\u9762\u6570\u7684\u591a\u6837\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n

9\u670819\u65e5\uff0c\u5c0f\u7c73\u6b63\u5f0f\u5f00\u6e90\u9996\u4e2a\u539f\u751f\u7aef\u5230\u7aef\u8bed\u97f3\u6a21\u578b\u2014\u2014Xiaomi-MiMo-Audio\uff0c\u5b83\u57fa\u4e8e\u521b\u65b0\u9884\u8bad\u7ec3\u67b6\u6784\u548c\u4e0a\u4ebf\u5c0f\u65f6\u8bad\u7ec3\u6570\u636e\uff0c\u9996\u6b21\u5728\u8bed\u97f3\u9886\u57df\u5b9e\u73b0\u57fa\u4e8eICL\u7684\u5c11\u6837\u672c\u6cdb\u5316\uff0c\u5e76\u5728\u9884\u8bad\u7ec3\u89c2\u5bdf\u5230\u660e\u663e\u7684\u201c\u6d8c\u73b0\u201d\u884c\u4e3a\u3002\u636e\u4ecb\u7ecd\uff0c\u5728\u901a\u7528\u8bed\u97f3\u7406\u89e3\u53ca\u5bf9\u8bdd\u7b49\u591a\u9879\u6807\u51c6\u8bc4\u6d4b\u57fa\u51c6\u4e2d\uff0cMiMo-Audio\u5927\u5e45\u8d85\u8d8a\u4e86\u540c\u53c2\u6570\u91cf\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u53d6\u5f977B\u6700\u4f73\u6027\u80fd\uff1b\u5728\u97f3\u9891\u7406\u89e3\u57fa\u51c6MMAU\u7684\u6807\u51c6\u6d4b\u8bd5\u96c6\u4e0a\uff0cMiMo-Audio\u8d85\u8fc7Google\u95ed\u6e90\u8bed\u97f3\u6a21\u578bGemini-2.5-Flash\u3002<\/p>\n\n\n\n

9\u670819\u65e5\uff0c\u901a\u4e49\u4e07\u76f8\u53d1\u5e03Wan2.2-Animate\u6a21\u578b\uff0c\u662f\u4e00\u79cd\u7edf\u4e00\u7684\u89d2\u8272\u52a8\u753b\u4e0e\u66ff\u6362\u6846\u67b6\uff0c\u80fd\u591f\u5c06\u89d2\u8272\u56fe\u50cf\u4e0e\u53c2\u8003\u89c6\u9891\u76f8\u7ed3\u5408\uff0c\u5b9e\u73b0\u9ad8\u4fdd\u771f\u5ea6\u7684\u89d2\u8272\u52a8\u753b\u3002\u8be5\u7cfb\u7edf\u80fd\u591f\u7cbe\u786e\u590d\u5236\u89c6\u9891\u4e2d\u89d2\u8272\u7684\u8868\u60c5\u548c\u52a8\u4f5c\uff0c\u751f\u6210\u52a8\u6001\u89d2\u8272\u89c6\u9891\uff0c\u6216\u5c06\u52a8\u753b\u89d2\u8272\u65e0\u7f1d\u66ff\u6362\u539f\u89c6\u9891\u4e2d\u7684\u89d2\u8272\uff0c\u4fdd\u6301\u573a\u666f\u7684\u5149\u7167\u548c\u8272\u8c03\u4e00\u81f4\u3002Wan-Animate\u57fa\u4e8eWan\u6a21\u578b\uff0c\u91c7\u7528\u4e86\u4fee\u6539\u7684\u8f93\u5165\u8303\u5f0f\u4ee5\u533a\u5206\u751f\u6210\u6761\u4ef6\u548c\u533a\u57df\uff0c\u4f7f\u7528\u7a7a\u95f4\u5bf9\u9f50\u7684\u9aa8\u67b6\u4fe1\u53f7\u548c\u6e90\u56fe\u50cf\u7684\u9690\u5f0f\u9762\u90e8\u7279\u5f81\uff0c\u663e\u8457\u63d0\u5347\u4e86\u89d2\u8272\u89c6\u9891\u7684\u53ef\u63a7\u6027\u548c\u8868\u73b0\u529b\u3002\u6b64\u5916\uff0c\u8f85\u52a9\u91cd\u7167\u660e\u6a21\u5757\uff08Relighting LoRA\uff09\u8fdb\u4e00\u6b65\u589e\u5f3a\u4e86\u89d2\u8272\u66ff\u6362\u65f6\u7684\u73af\u5883\u6574\u5408\u80fd\u529b\u3002<\/p>\n\n\n\n

9\u670820\u65e5\uff0cxAI\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u9ad8\u6027\u4ef7\u6bd4AI\u6a21\u578b\u2014\u2014Grok 4 Fast\uff0c\u65e8\u5728\u6253\u7834\u667a\u80fd\u4e0e\u6210\u672c\u4e4b\u95f4\u7684\u754c\u9650\u3002\u6839\u636eArtificial Analysis\u7684\u62a5\u544a\uff0cGrok 4 Fast\u5728\u4f17\u591a\u667a\u80fd\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4e0eGemini 2.5 Pro\u76f8\u5f53\uff0c\u4ec5\u6b21\u4e8eGPT-5\uff0c\u5f97\u5206\u4e3a60\u5206\u3002\u8be5\u6a21\u578b\u7684\u7a81\u51fa\u7279\u70b9\u662f\u5176\u6781\u4f4e\u7684\u4f7f\u7528\u6210\u672c\uff0cAPI\u5c42\u9762\u6bcf\u767e\u4e07\u8f93\u5165Token\u4ec5\u97000.2\u7f8e\u5143\uff0c\u6bcf\u767e\u4e07\u8f93\u51faToken\u4ec5\u97000.5\u7f8e\u5143\uff0c\u76f8\u8f83\u4e8eGemini 2.5 Pro\u7b49\u9886\u5148\u6a21\u578b\u4fbf\u5b9c\u7ea625\u500d\u3002\u6b64\u5916\uff0cGrok 4 Fast\u5728\u6267\u884c\u540c\u6837\u4efb\u52a1\u65f6\u6d88\u8017Tokens\u663e\u8457\u51cf\u5c11\uff0c\u4e3a6100\u4e07\uff0c\u8fdc\u4f4e\u4e8e\u7ade\u4e89\u5bf9\u624b\u3002<\/p>\n\n\n\n

issue139 2025.9.22-9.28<\/strong><\/p>\n\n\n\n

9\u670822\u65e5\uff0cDeepSeek\u53d1\u5e03\u4e86V3.1-Terminus\u7248\u672c\uff0c\u8fdb\u884c\u4e86\u591a\u9879\u91cd\u8981\u66f4\u65b0\u3002\u6b64\u6b21\u5347\u7ea7\u5728\u4fdd\u6301\u539f\u6709\u529f\u80fd\u7684\u57fa\u7840\u4e0a\uff0c\u9488\u5bf9\u7528\u6237\u53cd\u9988\u8fdb\u884c\u6539\u5584\uff0c\u589e\u5f3a\u4e86\u8bed\u8a00\u4e00\u81f4\u6027\uff0c\u7f13\u89e3\u4e86\u4e2d\u82f1\u6587\u6df7\u6742\u53ca\u5076\u53d1\u5b57\u7b26\u95ee\u9898\u3002\u540c\u65f6\uff0cCode Agent\u548cSearch Agent\u7684\u8868\u73b0\u4e5f\u5f97\u5230\u4e86\u4f18\u5316\u3002\u65b0\u7248\u6a21\u578b\u5728\u5404\u9886\u57df\u7684\u8f93\u51fa\u6548\u679c\u66f4\u52a0\u7a33\u5b9a\uff0c\u73b0\u5df2\u5728\u5b98\u65b9App\u3001\u7f51\u9875\u7aef\u3001\u5c0f\u7a0b\u5e8f\u53caDeepSeek API\u4e2d\u540c\u6b65\u66f4\u65b0\u3002\u7528\u6237\u53ef\u5728Hugging Face\u548cModelScope\u5e73\u53f0\u4e0a\u4e0b\u8f7d\u5f00\u6e90\u7248\u672c\u3002<\/p>\n\n\n\n

9\u670822\u65e5\uff0c\u7f8e\u56e2\u53d1\u5e03\u9ad8\u6548\u63a8\u7406\u6a21\u578b LongCat-Flash-Thinking\u3002\u7f8e\u56e2\u8868\u793a\uff0c\u57fa\u4e8eAIME25\u5b9e\u6d4b\u6570\u636e\uff0cLongCat-Flash-Thinking\u5728\u8be5\u6846\u67b6\u4e0b\u5c55\u73b0\u51fa\u66f4\u9ad8\u6548\u7684\u667a\u80fd\u4f53\u5de5\u5177\u8c03\u7528\u80fd\u529b\uff0c\u5728\u786e\u4fdd90%\u51c6\u786e\u7387\u7684\u524d\u63d0\u4e0b\uff0c\u76f8\u8f83\u4e8e\u4e0d\u4f7f\u7528\u5de5\u5177\u8c03\u7528\u8282\u7701\u4e8664.5%\u7684Tokens\u3002\u76ee\u524d\uff0c LongCat-Flash-Thinking\u5df2\u5728HuggingFace\u3001Github\u5168\u9762\u5f00\u6e90\uff0c\u5e76\u5728\u5b98\u7f51\u53ef\u4f53\u9a8c\u3002<\/p>\n\n\n\n

9\u670823\u65e5\uff0c\u963f\u91cc\u63a8\u51fa\u4e86\u5168\u7403\u9996\u4e2a\u5168\u6a21\u6001AI\u6a21\u578bQwen3-Omni\uff0c\u8be5\u6a21\u578b\u80fd\u591f\u7edf\u4e00\u5904\u7406\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\u548c\u89c6\u9891\u56db\u79cd\u6a21\u6001\u7684\u8f93\u5165\uff0c\u5e76\u5b9e\u65f6\u751f\u6210\u6587\u672c\u6216\u81ea\u7136\u8bed\u97f3\u8f93\u51fa\u3002\u4e0e\u4ee5\u5f80\u9700\u8981\u4e0d\u540c\u6a21\u578b\u5206\u522b\u5904\u7406\u5404\u7c7b\u6570\u636e\u7684\u6a21\u5f0f\u4e0d\u540c\uff0cQwen3-Omni\u4ee5\u7aef\u5230\u7aef\u7684\u65b9\u5f0f\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\uff0c\u5927\u5927\u63d0\u9ad8\u4e86\u5904\u7406\u6548\u7387\uff0c\u5e76\u652f\u6301\u591a\u8bed\u8a00\u548c\u65b9\u8a00\u3002\u540c\u65f6\uff0c\u8be5\u6a21\u578b\u5c55\u73b0\u4e86\u5f3a\u5927\u7684\u62df\u4eba\u58f0\u97f3\u8272\u3002<\/p>\n\n\n\n

9\u670823\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u65d7\u4e0b\u706b\u5c71\u5f15\u64ce\u53d1\u5e03\u5168\u65b0\u901a\u7528\u7ffb\u8bd1\u5927\u6a21\u578bDoubao-Seed-Translation\uff0c\u652f\u630128\u79cd\u8bed\u8a00\u4e92\u8bd1\u3002<\/p>\n\n\n\n

9\u670823\u65e5\uff0cMeta\u5f00\u6e90MobileLLM-R1\u7cfb\u5217\u5c0f\u8bed\u8a00AI\u6a21\u578b\uff1a\u53c2\u6570\u91cf\u4e0d\u523010\u4ebf\uff0c\u4e13\u653b\u6570\u5b66\u7f16\u7a0b\u79d1\u5b66\u95ee\u9898\u3002<\/p>\n\n\n\n

9\u670823\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u56e2\u961f\u66f4\u65b0\u4e863\u4e2a\u5927\u6a21\u578b\uff0c\u5206\u522b\u662f\u5f00\u6e90\u7684\u7aef\u5230\u7aef\u5168\u6a21\u6001\u5927\u6a21\u578bQwen3-Omni\u3001\u5f00\u6e90\u7684\u56fe\u50cf\u7f16\u8f91\u5927\u6a21\u578bQwen3-Image-Edit\u548c\u4e0d\u5f00\u6e90\u7684\u8bed\u97f3\u8bc6\u522b\u5927\u6a21\u578bQwen3-TTS\u3002\u672c\u6b21\u53d1\u5e03\u76843\u4e2a\u6a21\u578b\u5747\u4e3a\u591a\u6a21\u6001\u5927\u6a21\u578b\u3002Qwen3-TTS\u662f\u4e00\u4e2a\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09\u6a21\u578b\uff0c\u62e5\u6709\u591a\u79cd\u529f\u80fd\u548c\u7279\u6027\u3002\u8be5\u6a21\u578b\u63d0\u4f9b\u4e8617\u79cd\u4e0d\u540c\u7684\u8bed\u97f3\u9009\u9879\uff0c\u5e76\u652f\u6301\u591a\u79cd\u8bed\u8a00\u548c\u65b9\u8a00\u3002<\/p>\n\n\n\n

9\u670824\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u56e2\u961f\u5728\u4e91\u6816\u5927\u4f1a\u671f\u95f4\u7ee7\u7eed\u53d1\u5e03\u4e86Qwen\u7cfb\u5217\u7684\u516d\u9879\u66f4\u65b0\u3002\u6700\u5f15\u4eba\u5173\u6ce8\u7684\u662f\u5f00\u6e90\u7684Qwen3-VL-235B-A22B\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5728\u591a\u6a21\u6001\u63a8\u7406\u4efb\u52a1\u4e0a\u83b7\u5f97SOTA\uff0c\u8d85\u8d8a\u4e86\u7ade\u4e89\u5bf9\u624bGemini-2.5-Pro\u3002\u5176\u4ed6\u66f4\u65b0\u5305\u62ec\uff1a\u5347\u7ea7\u7248\u7684Qwen3-Coder\u589e\u5f3a\u4e86\u7ec8\u7aef\u4efb\u52a1\u80fd\u529b\u5e76\u652f\u6301\u56fe\u50cf\u8f93\u5165\uff1bQwen3-Max\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u63d0\u5347\u7f16\u7801\u548c\u5de5\u5177\u8c03\u7528\u80fd\u529b\uff1b\u591a\u6a21\u6001\u5b9e\u65f6\u7ffb\u8bd1\u5de5\u5177Qwen3-LiveTranslate-Flash\uff1b\u5185\u5bb9\u5b89\u5168\u5ba1\u6838\u6a21\u578bQwenGuard\uff1b\u4ee5\u53ca\u4e2a\u4ebaAI\u65c5\u884c\u89c4\u5212\u5e08\uff0c\u53ef\u5e2e\u52a9\u7528\u6237\u8fdb\u884c\u56fd\u5e86\u51fa\u6e38\u89c4\u5212\u3002<\/p>\n\n\n\n

9\u670824\u65e5\uff0c\u901a\u4e49\u4e07\u76f8\u56e2\u961f\u53d1\u5e03\u4e86Wan 2.5 Preview\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u5728\u751f\u6210\u5e26\u97f3\u9891\u7684\u89c6\u9891\u65b9\u9762\uff0c\u652f\u6301\u591a\u79cd\u97f3\u6548\u7c7b\u578b\u53ca\u8bed\u8a00\uff0c\u4e0e\u8c37\u6b4c\u7684Veo3\u7ade\u4e89\u3002\u8be5\u7248\u672c\u80fd\u591f\u751f\u621010\u79d21080P\u7684\u89c6\u9891\uff0c\u8f83\u4e4b\u524d\u76845\u79d2\u9650\u5236\u6709\u6240\u63d0\u5347\u3002\u65b0\u7cfb\u7edf\u5728\u52a8\u6001\u8868\u73b0\u529b\u3001\u53d9\u4e8b\u80fd\u529b\u548c\u6307\u4ee4\u9075\u5faa\u4e0a\u6709\u663e\u8457\u589e\u5f3a\uff0c\u540c\u65f6\u5f15\u5165\u4e86\u56fe\u50cf\u7f16\u8f91\u548c\u6587\u672c\u751f\u6210\u56fe\u50cf\u529f\u80fd\u3002<\/p>\n\n\n\n

9\u670824\u65e5\uff0c\u5feb\u624b\u53ef\u7075AI\u57fa\u5ea7\u6a21\u578b\u5347\u7ea7\u81f3\u53ef\u70752.5 Turbo\uff0c\u63d0\u5347\u6587\u672c\u7406\u89e3\u3001\u52a8\u6001\u6548\u679c\u548c\u7f8e\u5b66\u6548\u679c\uff0c5\u79d21080p\u89c6\u9891\u751f\u6210\u6210\u672c\u964d\u4f4e\u8fd130%\u3002<\/p>\n\n\n\n

9\u670824\u65e5\uff0c\u667a\u5143\u673a\u5668\u4eba\u5f00\u6e90\u901a\u7528\u5177\u8eab\u57fa\u5ea7\u5927\u6a21\u578bGO-1\uff0c\u91c7\u7528ViLLA\u67b6\u6784\uff0c\u65e8\u5728\u964d\u4f4e\u6280\u672f\u95e8\u69db\u5e76\u63a8\u52a8\u5177\u8eab\u667a\u80fd\u5e94\u7528\u3002<\/p>\n\n\n\n

9\u670825\u65e5\uff0c\u751f\u6570\u79d1\u6280\u6b63\u5f0f\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u56fe\u751f\u89c6\u9891\u5927\u6a21\u578bVidu Q2\u3002\u8be5\u6a21\u578b\u89e3\u51b3\u4e86\u4ee5\u5f80AI\u751f\u6210\u89c6\u9891\u4e2d\u8868\u60c5\u5047\u3001\u52a8\u4f5c\u4e0d\u81ea\u7136\u7b49\u95ee\u9898\uff0c\u5b9e\u73b0\u4e86\u4ece\u201c\u89c6\u9891\u751f\u6210\u201d\u5230\u201c\u6f14\u6280\u751f\u6210\u201d\u7684\u8f6c\u53d8\uff0c\u8ffd\u6c42\u66f4\u771f\u5b9e\u7684\u60c5\u611f\u8868\u8fbe\u3002Vidu Q2\u4e0d\u4ec5\u53ef\u4ee5\u5904\u7406\u590d\u6742\u7684\u8868\u60c5\u53d8\u5316\u548c\u591a\u4eba\u6253\u6597\u573a\u666f\uff0c\u8fd8\u80fd\u5b8c\u7f8e\u5448\u73b0\u9ad8\u8d28\u91cf\u7684\u7279\u6548\uff0c\u9884\u8ba1\u5c06\u4e3a\u5185\u5bb9\u521b\u4f5c\u3001\u5f71\u89c6\u4ea7\u4e1a\u548c\u5e7f\u544a\u8425\u9500\u7b49\u9886\u57df\u5e26\u6765\u5168\u65b0\u5347\u7ea7\u3002<\/p>\n\n\n\n

9\u670825\u65e5\uff0cKimi\u63a8\u51fa\u4e86\u5168\u65b0\u7684Agent\u6a21\u5f0f\u201cOK Computer\u201d\uff0c\u8be5\u6a21\u5f0f\u57fa\u4e8e\u201c\u6a21\u578b\u5373Agent\u201d\u7684\u7406\u5ff5\uff0c\u65e8\u5728\u5145\u5206\u53d1\u6325Kimi K2\u6a21\u578b\u7684\u4f18\u52bf\u3002\u76ee\u524d\uff0c\u8be5\u6a21\u5f0f\u5df2\u7ecf\u8fdb\u5165\u7070\u5ea6\u6d4b\u8bd5\u9636\u6bb5\u3002<\/p>\n\n\n\n

9\u670825\u65e5\uff0cMeta\u53d1\u5e03\u4e86\u5176\u9996\u6b3e\u5f00\u6e90\u4ee3\u7801\u4e16\u754c\u6a21\u578b\uff08Code World Model, CWM\uff09\uff0c\u5f97\u5230\u4e86\u56fe\u7075\u5956\u5f97\u4e3bYann LeCun\u7684\u652f\u6301\u3002CWM\u4ee532B\u7684\u53c2\u6570\u91cf\u521b\u65b0\u6027\u5730\u6a21\u62df\u7a0b\u5e8f\u5458\u7684\u601d\u8003\u6a21\u5f0f\uff0c\u5148\u5728\u201c\u8111\u6d77\u201d\u4e2d\u9884\u6d4b\u4ee3\u7801\u6267\u884c\u6548\u679c\uff0c\u4ece\u800c\u53cd\u5411\u89c4\u5212\u51fa\u9ad8\u8d28\u91cf\u7684\u4ee3\u7801\uff0c\u8d70\u51fa\u4f20\u7edf\u8bed\u8a00\u6a21\u578b\u9010\u8bcd\u9884\u6d4b\u7684\u76f2\u5199\u903b\u8f91\u3002\u5728\u771f\u5b9e\u5f00\u6e90\u9879\u76ee\u7f3a\u9677\u4fee\u590d\u8bc4\u6d4bSWE-bench Verified\u4e2d\uff0cCWM\u4ee565.8%\u7684\u6210\u7ee9\u8868\u73b0\u51fa\u8272\uff0c\u4f4d\u5217\u5f00\u6e90\u6a21\u578b\u7b2c\u4e00\u68af\u961f\u3002\u6b64\u5916\uff0c\u5b83\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u4e5f\u53d6\u5f97\u4e86\u9ad8\u5206\u3002Meta\u540c\u65f6\u5f00\u653e\u4e863\u4e2a\u4e0d\u540c\u7528\u9014\u7684\u6a21\u578bCheckpoint\u4f9b\u7528\u6237\u4f7f\u7528\u3002<\/p>\n\n\n\n

9\u670826\u65e5\uff0cOpenAI\u63a8\u51fa\u65b0\u529f\u80fd\u201cChatGPT Pulse\u201d\uff0c\u73b0\u5df2\u5411\u79fb\u52a8\u7aefPro\u7528\u6237\u5f00\u653e\u9884\u89c8\u3002\u8be5\u529f\u80fd\u57fa\u4e8e\u7528\u6237\u7684\u804a\u5929\u8bb0\u5f55\u548c\u53cd\u9988\uff0c\u4ee5\u53ca\u5df2\u8fde\u63a5\u7684\u5e94\u7528\uff08\u5982Gmail\u3001Google\u65e5\u5386\uff09\uff0c\u6bcf\u5929\u65e9\u6668\u81ea\u52a8\u751f\u6210\u4e2a\u6027\u5316\u7814\u7a76\u66f4\u65b0\uff0c\u4ee5\u5361\u7247\u5f62\u5f0f\u5448\u73b0\u3002\u8fd9\u4e00\u529f\u80fd\u4e0e\u4f20\u7edf\u7684\u63d0\u95ee-\u56de\u7b54\u6a21\u5f0f\u4e0d\u540c\uff0c\u5f3a\u8c03\u4e3b\u52a8\u6027\uff0c\u80fd\u591f\u5728\u591c\u95f4\u8fdb\u884c\u5f02\u6b65\u7814\u7a76\uff0c\u63d0\u4f9b\u66f4\u5177\u9488\u5bf9\u6027\u7684\u5efa\u8bae\uff0c\u5982\u5065\u5eb7\u665a\u9910\u98df\u8c31\u6216\u4f1a\u8bae\u8bae\u7a0b\u8349\u6848\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cPulse\u66f4\u65b0\u4fe1\u606f\u4ec5\u5f53\u65e5\u6709\u6548\uff0c\u672a\u67e5\u770b\u5c06\u4e0d\u4f1a\u957f\u671f\u4fdd\u7559\u3002<\/p>\n\n\n\n

9\u670826\u65e5\uff0c\u6df7\u51433D\u751f\u6210\u6a21\u578b\u5bb6\u65cf\u8fce\u65b0\u2014\u2014\u6df7\u51433D-Omni\u3001\u6df7\u51433D-Part\u53d1\u5e03\u5e76\u5f00\u6e90\u3002\u8fd9\u662f\u817e\u8baf\u6df7\u5143\u5728\u53ef\u63a73D\u751f\u6210\u4e0a\u7684\u65b0\u7a81\u7834\uff0c\u8ba9AI 3D\u5efa\u6a21\u66f4\u5177\u5b9e\u7528\u6027\uff0c\u52a0\u901f3D\u751f\u6210\u6a21\u578b\u5728\u6e38\u620f\u3001\u6253\u5370\u548cAR\/VR \u7b49\u5b9e\u9645\u751f\u4ea7\u6d41\u7a0b\u4e2d\u7684\u843d\u5730\u5e94\u7528\u3002\u6df7\u51433D-Omni\u3001\u6df7\u51433D-Part\u5c06\u5b8c\u6574\u5f00\u653e\u63a8\u7406\u4ee3\u7801\u548c\u6743\u91cd\uff0c\u5168\u9762\u5f00\u6e90\u3001\u514d\u8d39\u4f7f\u7528\uff0c\u4fbf\u4e8e\u5b66\u672f\u7814\u7a76\u548c\u5de5\u4e1a\u90e8\u7f72\uff0c\u52a9\u529b\u53ef\u63a73D\u751f\u6210\u7684\u793e\u533a\u63a2\u7d22\u3002<\/p>\n\n\n\n

9\u670827\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03\u4e86 Gemini 2.5 Flash \u548c2.5 Flash-Lite \u7684\u66f4\u65b0\u7248\u672c\uff0c\u53ef\u5728Google AI Studio\u548cVertex AI\u4e0a\u83b7\u5f97\uff0c\u65e8\u5728\u7ee7\u7eed\u63d0\u4f9b\u66f4\u597d\u7684\u8d28\u91cf\uff0c\u540c\u65f6\u63d0\u9ad8\u6548\u7387\u3002<\/p>\n\n\n\n

9\u670828\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u53d1\u5e03\u5e76\u5f00\u6e90\u539f\u751f\u591a\u6a21\u6001\u751f\u56fe\u6a21\u578b\u201c\u6df7\u5143\u56fe\u50cf3.0\uff08HunyuanImage 3.0\uff09\u201d\uff0c\u53c2\u6570\u89c4\u6a21\u9ad8\u8fbe80B\u3002\u8fd9\u662f\u9996\u4e2a\u5f00\u6e90\u5de5\u4e1a\u7ea7\u539f\u751f\u591a\u6a21\u6001\u751f\u56fe\u6a21\u578b\u3002<\/p>\n\n\n\n

issue140 2025.9.29-10.5<\/strong><\/p>\n\n\n\n

9\u670829\u65e5\uff0cDeepSeek\u6b63\u5f0f\u53d1\u5e03\u4e86\u5b9e\u9a8c\u6027\u7248\u672c\u65b0\u6a21\u578bDeepSeek-V3.2-Exp\uff0c\u8fd9\u662f\u5176\u5411\u65b0\u4e00\u4ee3\u67b6\u6784\u8fc8\u8fdb\u7684\u4e2d\u95f4\u6b65\u9aa4\u3002\u8be5\u7248\u672c\u5728V3.1-Terminus\u7684\u57fa\u7840\u4e0a\u5f15\u5165\u4e86DeepSeek Sparse Attention\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236\uff0c\u65e8\u5728\u4f18\u5316\u957f\u6587\u672c\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u6548\u7387\u3002\u5b98\u65b9App\u3001\u7f51\u9875\u7aef\u548c\u5c0f\u7a0b\u5e8f\u5df2\u540c\u6b65\u66f4\u65b0\u4e3aDeepSeek-V3.2-Exp\u7248\u672c\uff0c\u540c\u65f6API\u4ef7\u683c\u5927\u5e45\u964d\u4f4e\uff0c\u5f00\u53d1\u8005\u8c03\u7528DeepSeek API\u7684\u6210\u672c\u5c06\u964d\u4f4e50%\u4ee5\u4e0a\u3002<\/p>\n\n\n\n

9\u670830\u65e5\uff0cAnthropic\u63a8\u51faClaude Sonnet 4.5\u7684\u65b0\u4e00\u4ee3\u524d\u6cbf\u6a21\u578b\u3002\u8be5\u516c\u53f8\u79f0\uff0c\u8fd9\u6b3e\u6a21\u578b\u5728\u7f16\u7801\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5c55\u73b0\u51fa\u9876\u5c16\u6027\u80fd\uff0c\u4e0d\u4ec5\u80fd\u6784\u5efa \u201c\u53ef\u6295\u5165\u751f\u4ea7\u4f7f\u7528\u201d \u7684\u5e94\u7528\u7a0b\u5e8f\uff08\u800c\u975e\u4ec5\u505c\u7559\u5728\u539f\u578b\u9636\u6bb5\uff09\uff0c\u5176\u53ef\u9760\u6027\u8f83\u6b64\u524d\u7684AI\u6a21\u578b\u4e5f\u5b9e\u73b0\u4e86\u8d28\u7684\u98de\u8dc3\u3002\u8be5\u6a21\u578b\u5728\u7f16\u7801\u3001\u8ba1\u7b97\u673a\u64cd\u4f5c\u53ca\u6ee1\u8db3\u5b9e\u9645\u4e1a\u52a1\u9700\u6c42\u65b9\u9762\u80fd\u529b\u66f4\u5f3a\uff0c\u540c\u65f6\u5728\u7f51\u7edc\u5b89\u5168\u3001\u91d1\u878d\u3001\u79d1\u7814\u7b49\u4e13\u4e1a\u9886\u57df\u8868\u73b0\u7a81\u51fa\u3002Anthropic\u79f0\uff0c\u4f9d\u636eSWE-bench Verified\uff08\u4e00\u9879\u8861\u91cfAI\u7cfb\u7edf\u8f6f\u4ef6\u7f16\u7801\u80fd\u529b\u7684\u6d4b\u8bd5\u6807\u51c6\uff09\u7b49\u884c\u4e1a\u57fa\u51c6\uff0cClaude Sonnet 4.5\u582a\u79f0 \u201c\u5168\u7403\u6700\u4f73\u7f16\u7801\u6a21\u578b\u201d\u3002<\/p>\n\n\n\n

9\u670830\u65e5\uff0c\u667a\u8c31\u63a8\u51fa\u4e86GLM 4.6\u7248\u672c\uff0c\u6807\u5fd7\u7740\u5176\u5728\u771f\u5b9e\u7f16\u7a0b\u9886\u57df\u7684\u663e\u8457\u8fdb\u6b65\uff0c\u4e0d\u4ec5\u5728\u6027\u80fd\u4e0a\u8d85\u8d8a\u4e86\u56fd\u5916\u7ade\u4e89\u5bf9\u624bClaude Sonnet 4\uff0c\u8fd8\u5b9e\u73b0\u4e86\u4e0e\u56fd\u4ea7\u82af\u7247\u751f\u6001\u7684\u6df1\u5ea6\u878d\u5408\u3002\u65b0\u7248\u672c\u5728\u591a\u4e2a\u6743\u5a01\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u7a81\u51fa\uff0c\u4e14\u5728\u771f\u5b9e\u7f16\u7a0b\u4efb\u52a1\u4e2d\u5e73\u5747token\u6d88\u8017\u8f83\u524d\u4ee3\u51cf\u5c1130%\u4ee5\u4e0a\uff0c\u63d0\u9ad8\u4e86\u6210\u672c\u6548\u76ca\u3002\u540c\u65f6\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u957f\u5ea6\u4ece128K\u6269\u5c55\u81f3200K\uff0c\u80fd\u591f\u5904\u7406\u66f4\u590d\u6742\u7684\u4efb\u52a1\u3002GLM 4.6\u8fd8\u9996\u6b21\u5728\u5bd2\u6b66\u7eaa\u548c\u6469\u5c14\u7ebf\u7a0b\u7b49\u56fd\u4ea7\u82af\u7247\u4e0a\u5b9e\u73b0FP8+Int4\u6df7\u5408\u91cf\u5316\u90e8\u7f72\uff0c\u5168\u9762\u63d0\u5347\u4e86\u56fd\u4ea7\u4ee3\u7801\u6a21\u578b\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

9\u670830\u65e5\uff0c\u8c46\u5305\u5927\u6a21\u578b\u6b63\u5f0f\u53d1\u5e03\u4e86Doubao-Seed-1.6-vision\uff0c\u8fd9\u662f\u4e00\u6b3e\u89c6\u89c9\u6df1\u5ea6\u601d\u8003\u6a21\u578b\uff0c\u5177\u5907\u57fa\u4e8e\u5de5\u5177\u8c03\u7528\u7684VisualCoT\u80fd\u529b\uff0c\u80fd\u591f\u5c06\u56fe\u50cf\u878d\u5165\u601d\u7ef4\u94fe\u4e2d\uff0c\u8fdb\u884c\u88c1\u526a\u3001\u653e\u5927\u548c\u65cb\u8f6c\u7b49\u5904\u7406\uff0c\u4ece\u800c\u63d0\u5347\u89c6\u89c9\u63a8\u7406\u80fd\u529b\u3002\u8fd9\u6b3e\u6a21\u578b\u7684\u8f93\u51fa\u53ef\u89e3\u91ca\u6027\u66f4\u9ad8\uff0c\u4e14\u5176\u529f\u80fd\u539f\u751f\u5316\uff0c\u65e0\u9700\u4f9d\u8d56\u5176\u4ed6\u6a21\u578b\u3002<\/p>\n\n\n\n

9\u670830\u65e5\uff0c\u5373\u68a6\u63a8\u51fa\u6700\u65b0\u7684\u6570\u5b57\u4eba\u6a21\u578bOmniHuman 1.5\u3002\u8be5\u6a21\u578b\u663e\u8457\u63d0\u5347\u4e86\u6570\u5b57\u4eba\u7684\u4e92\u52a8\u80fd\u529b\u548c\u8868\u73b0\u529b\uff0c\u80fd\u591f\u6839\u636e\u97f3\u9891\u4e2d\u7684\u60c5\u7eea\u548c\u8bed\u4e49\u8fdb\u884c\u81ea\u7136\u7684\u89d2\u8272\u6f14\u7ece\uff0c\u652f\u6301\u591a\u4eba\u89d2\u8272\u4e92\u52a8\uff0c\u5b9e\u73b0\u7075\u6d3b\u7684\u8fd0\u52a8\u548c\u955c\u5934\u5207\u6362\u3002\u4e0e\u4e4b\u524d\u7684\u7248\u672c\u76f8\u6bd4\uff0cOmniHuman 1.5\u6253\u7834\u4e86\u56fa\u5b9a\u59ff\u52bf\u7684\u9650\u5236\uff0c\u8ba9\u6570\u5b57\u4eba\u80fd\u591f\u8dd1\u3001\u8df3\u3001\u6f14\u620f\uff0c\u63d0\u4f9b\u66f4\u903c\u771f\u7684\u8868\u73b0\u3002\u7528\u6237\u901a\u8fc7\u5373\u68a64.0\u56fe\u50cf\u6a21\u578b\u4e0eOmniHuman 1.5\u7ed3\u5408\uff0c\u521b\u9020\u51fa\u9ad8\u54c1\u8d28\u7684MV\u6548\u679c\uff0c\u5c55\u793a\u4e86\u5176\u591a\u6837\u5316\u800c\u751f\u52a8\u7684\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n\n\n\n

10\u67081\u65e5\uff0cOpenAI\u5ba3\u5e03\u63a8\u51faSora 2\u53ca\u5176\u4e13\u5c5e\u5e94\u7528Sora App\uff0c\u8fd9\u4e00\u8fed\u4ee3\u88ab\u79f0\u4e3a\u201c\u6709\u53f2\u4ee5\u6765\u6700\u5f3a\u5927\u7684\u60f3\u8c61\u529b\u5f15\u64ce\u201d\u3002Sora 2\u65e8\u5728\u8ba9AI\u6df1\u5165\u7406\u89e3\u548c\u6a21\u62df\u771f\u5b9e\u4e16\u754c\u7684\u7269\u7406\u89c4\u5f8b\uff0c\u6807\u5fd7\u7740\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u8fc8\u51fa\u91cd\u8981\u4e00\u6b65\u3002\u4e0e\u524d\u4e00\u7248\u672cSora 1\u76f8\u6bd4\uff0cSora 2\u4e0d\u4ec5\u5728\u50cf\u7d20\u5c42\u9762\u6a21\u4eff\uff0c\u66f4\u5173\u6ce8\u4e8e\u771f\u5b9e\u611f\u7684\u7269\u7406\u4ea4\u4e92\u3002\u53d1\u5e03\u4f1a\u4e2d\u5c55\u793a\u4e86\u5176\u60ca\u4eba\u7684\u80fd\u529b\uff0c\u5305\u62ec\u6a21\u62df\u590d\u6742\u7684\u52a8\u6001\u52a8\u4f5c\uff0c\u5982\u6ed1\u677f\u7ffb\u8f6c\u7b49\uff0c\u8fd9\u4e00\u7a81\u7834\u5b9e\u73b0\u4e86\u7528\u6237\u5bf9Sora 1\u7684\u671f\u671b\uff0c\u5c55\u73b0\u51fa\u66f4\u81ea\u7136\u7684AI\u751f\u6210\u6548\u679c\u3002<\/p>\n\n\n\n

10\u67083\u65e5\uff0cSora App\u5728App Store\u514d\u8d39\u699c\u767b\u9876\uff0cOpenAI\u7ee7\u7eed\u63a8\u51faSora 2 Pro\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86AI\u89c6\u9891\u751f\u6210\u7684\u80fd\u529b\uff0c\u652f\u6301\u751f\u6210\u957f\u8fbe15\u79d2\u7684\u9ad8\u5206\u8fa8\u7387\u89c6\u9891\uff0c\u6210\u4e3aSora\u7684\u9ad8\u4fdd\u771f\u7248\u672c\u3002\u8be5\u7248\u672c\u76ee\u524d\u4ec5\u9762\u5411ChatGPT Pro\u7528\u6237\uff0c\u867d\u7136\u63d0\u5347\u4e86\u7075\u6d3b\u6027\u5e76\u652f\u6301\u4e0d\u540c\u7684\u5206\u8fa8\u7387\u548c\u65f6\u957f\u9009\u62e9\uff0c\u4f46\u751f\u6210\u4e00\u6bb515\u79d2\u7684\u89c6\u9891\u4ecd\u970020-30\u5206\u949f\uff0c\u6548\u7387\u8f83\u4f4e\u3002\u591a\u6bb5\u793a\u4f8b\u89c6\u9891\u5c55\u793a\u4e86\u5176\u5f3a\u5927\u7684\u753b\u9762\u7a33\u5b9a\u6027\u548c\u7ec6\u8282\u8868\u73b0\uff0c\u6fc0\u53d1\u4e86\u4e1a\u754c\u5bf9AI\u5546\u4e1a\u7535\u5f71\u7684\u671f\u5f85\u3002<\/p>\n\n\n\n

10\u67084\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u5f00\u6e90\u4e86\u65b0\u7684\u6a21\u578bQwen3-VL-30B-A3B-Instruct\u4e0eThinking\uff0c\u4f53\u79ef\u66f4\u5c0f\u4f46\u6027\u80fd\u4f9d\u7136\u5353\u8d8a\u3002\u8be5\u6a21\u578b\u4ec5\u970030\u4ebf\u6fc0\u6d3b\u53c2\u6570\uff0c\u80fd\u591f\u5728STEM\u3001\u89c6\u89c9\u95ee\u7b54\uff08VQA\uff09\u3001\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u3001\u89c6\u9891\u7406\u89e3\u53ca\u667a\u80fd\u4f53\u4efb\u52a1\u7b49\u591a\u4e2a\u9886\u57df\u5c55\u73b0\u51fa\u5ab2\u7f8eGPT-5-Mini\u548cClaude4-Sonnet\u7684\u80fd\u529b\uff0c\u751a\u81f3\u5728\u67d0\u4e9b\u65b9\u9762\u8868\u73b0\u66f4\u4f18\u3002\u6b64\u5916\uff0c\u5343\u95ee\u8fd8\u53d1\u5e03\u4e86FP8\u7248\u672c\u4ee5\u53ca\u8d85\u5927\u89c4\u6a21\u6a21\u578bQwen3-VL-235B-A22B\u7684FP8\u7248\u672c\uff0c\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u5e94\u7528\u7684\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n

issue141 2025.10.6-10.12<\/strong><\/p>\n\n\n\n

Claude Code\u63a8\u51fa\u4e86\u5305\u62ecClaude Code 2.0\u5728\u5185\u7684\u65b0\u529f\u80fd\u3002\u5176\u4e2d\u6700\u5f15\u4eba\u6ce8\u610f\u7684\u662f\u5b98\u65b9\u7248VS Code\u804a\u5929\u63d2\u4ef6\u7684\u53d1\u5e03\uff0c\u4e0e\u5176\u4ed6\u63d2\u4ef6\u76f8\u6bd4\uff0c\u5b83\u5728\u8bbe\u8ba1\u4e0a\u6709\u4e86\u663e\u8457\u4e0d\u540c\uff1a\u804a\u5929\u533a\u57df\u88ab\u7f6e\u4e8e\u6587\u4ef6\u7f16\u8f91\u533a\uff0c\u4f7f\u53ef\u7528\u7a7a\u95f4\u5927\u5e45\u589e\u52a0\u3002\u8fd9\u4e00\u53d8\u52a8\u4e3a\u4e60\u60ef\u201cVibe Coding\u201d\u7684\u7528\u6237\u5e26\u6765\u4e86\u66f4\u4e3a\u8212\u9002\u7684\u7f16\u7a0b\u4f53\u9a8c\uff0c\u56e0\u5176AI\u7f16\u7a0b\u5360\u6bd4\u8d85\u8fc790%\uff0c\u800c\u4e0d\u518d\u9700\u8981\u4e3a\u4f20\u7edf\u7684\u6587\u4ef6\u7f16\u8f91\u533a\u57df\u5360\u636e\u8fc7\u591a\u7a7a\u95f4\u3002<\/p>\n\n\n\n

10\u67087\u65e5\uff0cOpenAI DevDay 2025\u5728\u65e7\u91d1\u5c71\u4e3e\u529e\u3002\u5728Keynote\u4e0a\uff0cSam Altman\u5f3a\u8c03\u4e86\u5982\u4f55\u8ba9\u4eba\u4eec\u66f4\u597d\u5730\u5229\u7528AI\u8fdb\u884c\u521b\u4f5c\uff0c\u63a8\u51fa\u4e86\u591a\u4e2a\u65b0\u5185\u5bb9\u3002\u5176\u4e2d\u5305\u62ecApp inside ChatGPT\u548cAgent Kit\u3002\u6b64\u5916\uff0cCodex\u6b63\u5f0f\u7248\u4e5f\u53d1\u5e03\u3002\u4f1a\u8bae\u4e0a\u8fd8\u53d1\u5e03\u4e86GPT-5 Pro\u3001Sora\u3001Real-Time Mini\u7684API\uff0c\u6b64\u5916\u65b0\u6a21\u578bgpt-image-1-mini API\u4e5f\u540c\u6b65\u53d1\u5e03\u3002<\/p>\n\n\n\n

10\u67089\u65e5\uff0cxAI\u63a8\u51fa\u89c6\u9891\u751f\u6210\u6a21\u578bGrok Imagine v0.9\uff0c\u5177\u5907\u539f\u751f\u97f3\u753b\u540c\u6b65\u80fd\u529b\uff0c\u652f\u6301\u9759\u6001\u56fe\u50cf\u8f6c\u52a8\u6001\u89c6\u9891\uff0c\u5e76\u514d\u8d39\u96c6\u6210\u81f3Grok\u6240\u6709\u4ea7\u54c1\u3002<\/p>\n\n\n\n

10\u670810\u65e5\uff0cSand.ai\u6b63\u5f0f\u53d1\u5e03\u89c6\u9891\u751f\u6210\u4ea7\u54c1gaga.art\u53caGAGA-1\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002GAGA-1\u662f\u4e00\u6b3e\u5148\u8fdb\u7684\u5168\u606fAI\u6f14\u5458\u6a21\u578b\uff0c\u65e8\u5728\u5b9e\u73b0\u8bed\u97f3\u3001\u5507\u52a8\u548c\u8868\u6f14\u7684\u5b8c\u7f8e\u7ed3\u5408\u3002\u4e0e\u4eba\u7c7b\u6f14\u5458\u4e00\u6837\uff0cGAGA-1\u901a\u8fc7\u5171\u751f\u6210\u89c6\u9891\u548c\u97f3\u9891\uff0c\u521b\u9020\u51fa\u6574\u4f53\u6570\u5b57\u6f14\u5458\uff0c\u786e\u4fdd\u6bcf\u4e2a\u7ec6\u8282\u90fd\u5b8c\u7f8e\u5bf9\u9f50\uff0c\u5305\u62ec\u624b\u52bf\u52a8\u4f5c\u3002\u7528\u6237\u53ea\u9700\u4e0a\u4f20\u7167\u7247\u548c\u5267\u672c\uff0c\u5373\u53ef\u4f53\u9a8c\u8fd9\u4e00\u672a\u6765\u7684AI\u89c6\u9891\u521b\u4f5c\u5de5\u5177\uff0c\u751f\u6210\u7684\u4f5c\u54c1\u4e0d\u4ec5\u5305\u62ec\u7ec6\u817b\u7684\u5fae\u8868\u60c5\u548c\u5f3a\u6709\u529b\u7684\u58f0\u97f3\u4f20\u9012\uff0c\u8fd8\u80fd\u5c55\u73b0\u51fa\u771f\u5b9e\u800c\u4e00\u81f4\u7684\u8868\u6f14\u6548\u679c\u3002<\/p>\n\n\n\n

10\u670811\u65e5\uff0c\u4e9a\u9a6c\u900aAWS\u63a8\u51fa\u673a\u5668\u4eba\u804a\u5929\u5de5\u5177\u548cAI agent Quick Suite\uff0c\u5177\u5907\u9500\u552e\u6570\u636e\u3001\u4ea7\u54c1\u62a5\u544a\u3001\u603b\u7ed3\u7f51\u7edc\u5185\u5bb9\u7684\u5206\u6790\u529f\u80fd\u3002<\/p>\n\n\n\n

issue142 2025.10.13-10.19<\/strong><\/p>\n\n\n\n

10\u670813\u65e5\uff0cLiblibAI 2.0\u6b63\u5f0f\u63a8\u51fa\uff0c\u5b98\u65b9\u79f0\u8be5\u4ea7\u54c1\u4e3aAI\u4e13\u4e1a\u521b\u4f5c\u5de5\u4f5c\u5ba4\u3002\u8be5\u5e73\u53f0\u4e0d\u4ec5\u805a\u5408\u4e86\u591a\u79cd\u6a21\u578b\u548c\u5de5\u5177\uff0c\u4e3a\u521b\u4f5c\u8005\u63d0\u4f9b\u4e86\u65e0\u7f1d\u7684\u5de5\u4f5c\u4f53\u9a8c\u3002\u7528\u6237\u53ef\u4ee5\u5728\u4e00\u4e2a\u754c\u9762\u4e0a\u5b8c\u6210\u89c6\u9891\u4e0e\u56fe\u50cf\u751f\u6210\uff0c\u96f6\u5b66\u4e60\u6210\u672c\u3002\u540c\u65f6\uff0cLiblibAI 2.0\u6574\u5408\u4e86\u591a\u4e2a\u9876\u7ea7\u5f00\u6e90\u4e0e\u95ed\u6e90\u6a21\u578b\uff0c\u6db5\u76d6\u56fe\u50cf\u3001\u89c6\u9891\uff0c\u8fd8\u63d0\u4f9b500\u591a\u79cd\u4e13\u4e1a\u89c6\u89c9\u7279\u6548\uff0c\u63d0\u9ad8\u521b\u4f5c\u8d28\u91cf\u3002\u6b64\u5916\uff0c\u5e73\u53f0\u652f\u6301AI\u5de5\u4f5c\u6d41\u6279\u91cf\u5904\u7406\uff0c\u5927\u5e45\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n

10\u670814\u65e5\uff0cGoogle\u6700\u65b0\u63a8\u51fa\u7684Speech-to-Retrieval\uff08S2R\uff09\u6280\u672f\u5b9e\u73b0\u4e86\u8bed\u97f3\u641c\u7d22\u7684\u91cd\u5927\u7a81\u7834\uff0c\u76f4\u63a5\u4ece\u58f0\u97f3\u4e2d\u83b7\u53d6\u7528\u6237\u610f\u56fe\uff0c\u7701\u7565\u4e86\u4f20\u7edf\u7684\u8bed\u97f3\u8f6c\u6587\u5b57\u6b65\u9aa4\u3002S2R\u6280\u672f\u901a\u8fc7\u97f3\u9891\u7f16\u7801\u5668\u5c06\u8bed\u97f3\u8f6c\u5316\u4e3a\u8bed\u4e49\u5411\u91cf\uff0c\u4e0e\u6587\u6863\u5411\u91cf\u5728\u540c\u4e00\u7a7a\u95f4\u8fdb\u884c\u6bd4\u5bf9\uff0c\u4ece\u800c\u907f\u514d\u4e86\u4ee5\u524dASR\uff08\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff09\u8fc7\u7a0b\u4e2d\u7684\u9519\u8bef\u4f20\u64ad\u3002\u8be5\u6280\u672f\u4f7f\u8bed\u97f3\u641c\u7d22\u80fd\u591f\u66f4\u50cf\u4eba\u7c7b\u4e00\u6837\u7406\u89e3\u610f\u56fe\uff0c\u800c\u975e\u7b80\u5355\u62fc\u5199\u3002\u76ee\u524d\uff0c\u8be5\u6280\u672f\u5df2\u5728\u591a\u8bed\u8a00\u73af\u5883\u4e2d\u4e0a\u7ebf\uff0c\u5176\u6548\u679c\u63a5\u8fd1\u7406\u60f3\u7684\u8f6c\u5f55\u7cfb\u7edf\u3002<\/p>\n\n\n\n

10\u670814\u65e5\uff0c\u963f\u91cc\u4e91Qwen\u56e2\u961f\u63a8\u51fa\u4e24\u4e2a\u591a\u6a21\u6001\u7406\u89e3\u5927\u6a21\u578b\u2014\u2014Qwen3-VL-4B\u548cQwen3-VL-8B\uff0c\u4e13\u4e3a\u6d88\u8d39\u7ea7\u786c\u4ef6\uff08\u5982\u624b\u673a\u548cPC\uff09\u8bbe\u8ba1\u3002\u8fd9\u4e24\u4e2a\u53c2\u6570\u89c4\u6a21\u4e3a40\u4ebf\u548c80\u4ebf\u7684\u7a20\u5bc6\u67b6\u6784\u6a21\u578b\uff0c\u5728\u4fdd\u6301\u9ad8\u6027\u80fd\u7684\u540c\u65f6\u663e\u8457\u964d\u4f4e\u4e86\u8d44\u6e90\u9700\u6c42\uff0c\u5176VRAM\u4f7f\u7528\u964d\u4f4e\u8d85\u8fc750%\uff0c\u6700\u4f4e\u4ec5\u97004G\u663e\u5b58\u3002\u5b83\u4eec\u652f\u6301\u6807\u51c6\u6307\u4ee4\u4e0e\u63a8\u7406\u4f18\u5316\u7248\u672c\uff0c\u65e8\u5728\u63d0\u5347\u89c6\u89c9\u7406\u89e3\u4e0e\u590d\u6742\u63a8\u7406\u80fd\u529b\u3002\u6839\u636e\u963f\u91cc\u5b98\u65b9\u6570\u636e\uff0cQwen3-VL-8B\u5728\u591a\u6a21\u6001\u7406\u89e3\u65b9\u9762\u7684\u8868\u73b0\u5df2\u8d85\u8d8aGoogle\u7684Gemini 2.5 Flash Lite\u53caOpenAI\u7684GPT-5 Nano\u3002<\/p>\n\n\n\n

10\u670814\u65e5\uff0c\u817e\u8baf\u4e91\u5f00\u6e90Youtu-Embedding\uff0c\u4e00\u4e2a\u9488\u5bf9\u4f01\u4e1a\u7ea7\u5e94\u7528\u8bbe\u8ba1\u7684\u901a\u7528\u6587\u672c\u8868\u793a\u6a21\u578b\u3002\u8be5\u6a21\u578b\u65e8\u5728\u514b\u670d\u901a\u7528\u5927\u6a21\u578b\u5728\u667a\u80fd\u5ba2\u670d\u548c\u77e5\u8bc6\u5e93\u7ba1\u7406\u4e2d\u5e38\u51fa\u73b0\u7684\u201c\u8d1f\u8fc1\u79fb\u201d\u95ee\u9898\uff0c\u5373\u5728\u7279\u5b9a\u9886\u57df\u8868\u73b0\u4e0d\u4f73\u7684\u60c5\u51b5\u3002Youtu-Embedding\u652f\u6301\u6587\u672c\u68c0\u7d22\u3001\u610f\u56fe\u7406\u89e3\u7b49\u516d\u5927\u4e3b\u6d41\u4efb\u52a1\uff0c\u65e2\u907f\u514d\u4e86\u6027\u80fd\u4e0b\u964d\uff0c\u53c8\u5177\u5907\u5373\u63d2\u5373\u7528\u7684\u901a\u7528\u6027\u3002\u5f00\u53d1\u8005\u53ef\u76f4\u63a5\u5229\u7528\u8be5\u6a21\u578b\u6784\u5efa\u8bed\u4e49\u68c0\u7d22\u7cfb\u7edf\uff0c\u6216\u5728\u5176\u6846\u67b6\u57fa\u7840\u4e0a\u6839\u636e\u81ea\u8eab\u4e1a\u52a1\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u4ee5\u9002\u5e94\u7279\u5b9a\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

10\u670815\u65e5\uff0cSora \u53d1\u5e03\u66f4\u65b0\uff0c\u73b0\u5728\u6240\u6709\u7528\u6237\u90fd\u53ef\u4ee5\u5728 Sora \u5e94\u7528\u7a0b\u5e8f\u548c Web \u7aef \u751f\u6210\u957f\u8fbe 15 \u79d2\u7684\u89c6\u9891\uff0cChatGPT Pro \u7528\u6237\u5219\u53ef\u4ee5\u5728 Web \u7aef \u751f\u6210\u957f\u8fbe 25 \u79d2\u7684\u89c6\u9891\u3002<\/p>\n\n\n\n

10\u670815\u65e5\uff0c\u8c37\u6b4c\u6b63\u5f0f\u53d1\u5e03\u4e86\u89c6\u9891\u751f\u6210\u6a21\u578bVeo3.1\uff0c\u5347\u7ea7\u4e86\u4eca\u5e745\u6708\u63a8\u51fa\u7684Veo3\u7248\u672c\u3002\u65b0\u7248\u672c\u5728\u97f3\u9891\u8f93\u51fa\u3001\u7f16\u8f91\u63a7\u5236\u7c92\u5ea6\u548c\u56fe\u50cf\u8f6c\u89c6\u9891\u8d28\u91cf\u7b49\u65b9\u9762\u5747\u6709\u663e\u8457\u6539\u8fdb\uff0c\u80fd\u751f\u6210\u66f4\u771f\u5b9e\u7684\u6700\u957f60\u79d2\u7684\u89c6\u9891\u7247\u6bb5\uff0c\u5e76\u66f4\u51c6\u786e\u5730\u9075\u5faa\u7528\u6237\u6307\u4ee4\u3002Veo3.1\u5141\u8bb8\u7528\u6237\u5411\u89c6\u9891\u4e2d\u6dfb\u52a0\u65b0\u5bf9\u8c61\uff0c\u5e76\u80fd\u81ea\u52a8\u878d\u5165\u539f\u6709\u753b\u9762\u98ce\u683c\u3002\u6b64\u5916\uff0c\u7f16\u8f91\u5de5\u5177Flow\u5c06\u652f\u6301\u4ece\u89c6\u9891\u4e2d\u79fb\u9664\u73b0\u6709\u5bf9\u8c61\uff0c\u589e\u5f3a\u7f16\u8f91\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n

10\u670816\u65e5\uff0cAnthropic\u53d1\u5e03\u8f7b\u91cf\u7ea7\u6a21\u578bClaude Haiku 4.5\uff0c\u7a81\u51fa\u4e86\u66f4\u4f4e\u7684\u6210\u672c\u548c\u66f4\u5feb\u7684\u901f\u5ea6\u3002\u8be5\u6a21\u578b\u7684\u7f16\u7801\u6027\u80fd\u53ef\u4e0e5\u4e2a\u6708\u524d\u63a8\u51fa\u7684\u4e2d\u9ad8\u7aef\u6a21\u578bClaude Sonnet 4\u76f8\u5ab2\u7f8e\uff0c\u4f46\u6bcf\u767e\u4e07\u4e2a\u8f93\u5165token\u7684\u6210\u672c\u4ec5\u4e3a1\u7f8e\u5143\uff0c\u8f93\u51fatoken\u7684\u6210\u672c\u4e3a5\u7f8e\u5143\uff0c\u5206\u522b\u662fSonnet 4\u7684\u4e09\u5206\u4e4b\u4e00\uff0c\u540c\u65f6\u63a8\u7406\u901f\u5ea6\u63d0\u5347\u8d85\u8fc7\u4e00\u500d\u3002\u5728\u67d0\u4e9b\u4efb\u52a1\u4e2d\uff0cClaude Haiku 4.5\u7684\u6027\u80fd\u751a\u81f3\u8d85\u8d8a\u4e86Sonnet 4\uff0c\u6bd4\u5982\u5728OSWorld\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5f97\u5206\u4e3a50.7%\uff0cAIME 2025\u6570\u5b66\u63a8\u7406\u6d4b\u8bd5\u4e2d\u5f97\u5206\u9ad8\u8fbe96.3%\u3002\u8be5\u6a21\u578b\u4e3b\u8981\u9762\u5411\u5b9e\u65f6\u3001\u4f4e\u5ef6\u8fdf\u5e94\u7528\uff0c\u6781\u5927\u63d0\u5347\u4e86\u804a\u5929\u52a9\u624b\u548c\u534f\u540c\u7f16\u7a0b\u7b49\u573a\u666f\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n

10\u670816\u65e5\uff0c\u963f\u91cc\u4e91\u6b63\u5f0f\u63a8\u51faAI\u7f16\u7a0b\u5de5\u5177Qoder CLI\uff0c\u8fd9\u662f\u4e13\u4e3a\u547d\u4ee4\u884c\u73af\u5883\u8bbe\u8ba1\u7684AI Coding Agent\u3002Qoder CLI\u96c6\u6210\u4e86\u4e1a\u754c\u9886\u5148\u7684\u7f16\u7a0b\u6a21\u578b\uff0c\u91c7\u7528\u8f7b\u91cf\u7ea7Agent\u6846\u67b6\uff0c\u65e8\u5728\u63d0\u9ad8\u4ee3\u7801\u751f\u6210\u548c\u7406\u89e3\u80fd\u529b\u7684\u540c\u65f6\u6709\u6548\u964d\u4f4e\u5185\u5b58\u6d88\u8017\u548c\u547d\u4ee4\u54cd\u5e94\u65f6\u95f4\u3002\u5b98\u65b9\u58f0\u660e\uff0cQoder CLI\u5728\u7a7a\u95f2\u72b6\u6001\u4e0b\u5185\u5b58\u4f7f\u7528\u91cf\u6bd4\u7c7b\u4f3c\u5de5\u5177\u4f4e70%\uff0c\u5e38\u89c1\u547d\u4ee4\u7684\u54cd\u5e94\u65f6\u95f4\u4e5f\u63a7\u5236\u5728200ms\u4ee5\u5185\uff0c\u5927\u5e45\u63d0\u5347\u5f00\u53d1\u6548\u7387\uff0c\u9002\u7528\u4e8e\u666e\u901a\u7b14\u8bb0\u672c\u548c\u4e91\u7aef\u6c99\u7bb1\u7b49\u591a\u79cd\u573a\u666f\u3002<\/p>\n\n\n\n

10\u670816\u65e5\uff0c\u8c46\u5305\u5927\u6a21\u578b1.6\u5168\u9762\u5347\u7ea7\uff0c\u65b0\u589eMinimal\u3001Low\u3001Medium\u548cHigh\u56db\u79cd\u601d\u8003\u957f\u5ea6\uff0c\u65e8\u5728\u5e73\u8861\u4f01\u4e1a\u5728\u4e0d\u540c\u5e94\u7528\u573a\u666f\u4e0b\u7684\u6a21\u578b\u6548\u679c\u3001\u65f6\u5ef6\u548c\u6210\u672c\u9700\u6c42\u3002\u8fd9\u4e00\u521b\u65b0\u4f7f\u5f97\u8c46\u5305\u6a21\u578b\u6210\u4e3a\u56fd\u5185\u9996\u4e2a\u539f\u751f\u652f\u6301\u201c\u5206\u6863\u8c03\u8282\u601d\u8003\u957f\u5ea6\u201d\u7684AI\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u4f4e\u601d\u8003\u957f\u5ea6\u6a21\u6a21\u5f0f\u4e0b\uff0c\u5347\u7ea7\u540e\u6a21\u578b\u7684\u603b\u8f93\u51fatokens\u51cf\u5c11\u4e8677.5%\uff0c\u601d\u8003\u65f6\u95f4\u51cf\u5c11\u4e8684.6%\uff0c\u800c\u6a21\u578b\u6548\u679c\u4f9d\u65e7\u4fdd\u6301\u7a33\u5b9a\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u706b\u5c71\u5f15\u64ce\u8fd8\u63a8\u51fa\u4e86\u8f7b\u91cf\u7248\u8c46\u5305\u5927\u6a21\u578b1.6 lite\uff0c\u5177\u5907\u66f4\u5feb\u7684\u63a8\u7406\u901f\u5ea6\uff0c\u4ee5\u6ee1\u8db3\u4f01\u4e1a\u591a\u6837\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

10\u670816\u65e5\uff0c\u706b\u5c71\u5f15\u64ce\u5347\u7ea7\u4e86\u8c46\u5305\u8bed\u97f3\u5408\u6210\u6a21\u578b2.0\uff08Doubao-Seed-TTS2.0\uff09\u548c\u58f0\u97f3\u590d\u523b\u6a21\u578b2.0\uff08Doubao-Seed-ICL2.0\uff09\uff0c\u65b0\u6a21\u578b\u57fa\u4e8e\u8c46\u5305\u5927\u8bed\u8a00\u6a21\u578b\u7814\u53d1\uff0c\u5177\u5907\u6df1\u5ea6\u8bed\u4e49\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\uff0c\u4f7f\u5f97\u58f0\u97f3\u5408\u6210\u548c\u590d\u523b\u4e0d\u4ec5\u9650\u4e8e\u6587\u672c\u6717\u8bfb\uff0c\u800c\u80fd\u591f\u5b9e\u73b0\u201c\u7406\u89e3\u540e\u7684\u7cbe\u51c6\u60c5\u611f\u8868\u8fbe\u201d\u3002\u6b64\u5916\uff0c2.0\u6a21\u578b\u9488\u5bf9\u6559\u80b2\u573a\u666f\u8fdb\u884c\u4e86\u4e13\u9879\u4f18\u5316\uff0c\u8fbe\u5230\u5168\u79d1\u590d\u6742\u516c\u5f0f\u7b26\u53f7\u5408\u6210\u5e73\u5747\u51c6\u786e\u7387\u7ea690%\u3002<\/p>\n\n\n\n

10\u670816\u65e5\uff0cManus\u53d1\u5e03\u5168\u65b0\u7248\u672cManus 1.5\u3002\u8be5\u7248\u672c\u5e26\u6765\u4e86\u663e\u8457\u7684\u901f\u5ea6\u3001\u53ef\u9760\u6027\u548c\u8d28\u91cf\u63d0\u5347\uff0c\u5176\u4e2d\u4efb\u52a1\u5b8c\u6210\u901f\u5ea6\u5e73\u5747\u7f29\u77ed\u81f3\u4e0d\u52304\u5206\u949f\uff0c\u6bd4\u4e4b\u524d\u5feb\u8fd1\u56db\u500d\u3002\u540c\u65f6\uff0c\u590d\u6742\u4efb\u52a1\u5904\u7406\u80fd\u529b\u589e\u5f3a\uff0c\u5bf9\u63a8\u7406\u65f6\u95f4\u548c\u8ba1\u7b97\u80fd\u529b\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5185\u90e8\u57fa\u51c6\u6d4b\u8bd5\u663e\u793a\u4efb\u52a1\u8d28\u91cf\u63d0\u9ad815%\uff0c\u7528\u6237\u6ee1\u610f\u5ea6\u4e0a\u53476%\u3002Manus 1.5\u7684\u4e00\u4e2a\u4e3b\u8981\u65b0\u529f\u80fd\u662f\u5168\u6808Web\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u4e0e\u5176\u5bf9\u8bdd\u4fbf\u6377\u5730\u6784\u5efa\u548c\u90e8\u7f72\u590d\u6742\u7684Web\u5e94\u7528\uff0c\u65e0\u9700\u79bb\u5f00\u5e73\u53f0\u3002<\/p>\n\n\n\n

10\u670816\u65e5\uff0cPaddleOCR-VL\u53d1\u5e03\uff0c\u662f\u4e00\u6b3e\u9002\u7528\u4e8e\u6587\u6863\u89e3\u6790\u7684\u5148\u8fdb\u6a21\u578b\u3002\u5176\u6838\u5fc3\u7ec4\u4ef6PaddleOCR-VL-0.9B\u7ed3\u5408\u4e86NaViT\u98ce\u683c\u7684\u52a8\u6001\u5206\u8fa8\u7387\u89c6\u89c9\u7f16\u7801\u5668\u4e0eERNIE-4.5-0.3B\u8bed\u8a00\u6a21\u578b\uff0c\u5b9e\u73b0\u4e86\u51c6\u786e\u7684\u5143\u7d20\u8bc6\u522b\u3002\u8be5\u6a21\u578b\u652f\u6301109\u79cd\u8bed\u8a00\uff0c\u80fd\u591f\u8bc6\u522b\u6587\u672c\u3001\u8868\u683c\u3001\u516c\u5f0f\u548c\u56fe\u8868\u7b49\u590d\u6742\u5143\u7d20\uff0c\u540c\u65f6\u8d44\u6e90\u6d88\u8017\u6781\u4f4e\u3002\u7ecf\u591a\u9879\u516c\u5171\u57fa\u51c6\u548c\u5185\u90e8\u8bc4\u6d4b\uff0cPaddleOCR-VL\u5728\u9875\u9762\u7ea7\u6587\u6863\u89e3\u6790\u548c\u5143\u7d20\u7ea7\u8bc6\u522b\u4e0a\u5747\u8868\u73b0\u51fa\u8272\uff0c\u51fb\u8d25\u4f17\u591a\u73b0\u6709\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u5177\u5907\u5feb\u901f\u63a8\u7406\u901f\u5ea6\uff0c\u9002\u7528\u4e8e\u5b9e\u9645\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

10\u670817\u65e5\uff0c\u5fae\u8f6f\u5ba3\u5e03\uff0cOpenAI\u7684\u65b0\u4e00\u4ee3\u591a\u6a21\u6001\u89c6\u9891\u751f\u6210\u6a21\u578bSora 2\u73b0\u5df2\u5728Azure AI Foundry\uff08\u56fd\u9645\u7248\uff09\u4e0a\u7ebf\uff0c\u8fdb\u5165\u516c\u5171\u9884\u89c8\u9636\u6bb5\u3002\u5373\u65e5\u8d77\uff0cSora 2\u53ef\u901a\u8fc7Standard Global API\u5728Azure AI Foundry\uff08\u56fd\u9645\u7248\uff09\u4e0a\u5f00\u542f\u4f7f\u7528\uff0c\u5b9a\u4ef70.1\u7f8e\u5143\/\u79d2\u3002<\/p>\n\n\n\n

10\u670818\u65e5\uff0cQwen Chat\u73b0\u5df2\u652f\u6301\u8de8\u4f1a\u8bdd\u7684\u8bb0\u5fc6\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u5411AI\u8be2\u95ee\u8fc7\u5f80\u7684\u5bf9\u8bdd\u5185\u5bb9\u3002<\/p>\n\n\n\n

10\u670818\u65e5\uff0cClaude\u5f15\u5165\u201cSkills\u201d\u6982\u5ff5\u5e76\u53d1\u5e03\u4e86\u5f00\u6e90\u4ed3\u5e93\uff0c\u8fd9\u4e9bSkills\u662f\u52a8\u6001\u52a0\u8f7d\u7684\u6307\u4ee4\u3001\u811a\u672c\u548c\u8d44\u6e90\u6587\u4ef6\u5939\uff0c\u65e8\u5728\u63d0\u5347\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u901a\u8fc7\u6280\u80fd\uff0cClaude\u53ef\u4ee5\u4ee5\u53ef\u91cd\u590d\u7684\u65b9\u5f0f\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\uff0c\u4f8b\u5982\u6309\u7167\u516c\u53f8\u54c1\u724c\u6307\u5357\u521b\u5efa\u6587\u6863\u3001\u4f7f\u7528\u7ec4\u7ec7\u7684\u7279\u5b9a\u5de5\u4f5c\u6d41\u7a0b\u5206\u6790\u6570\u636e\u6216\u81ea\u52a8\u5316\u4e2a\u4eba\u4efb\u52a1\u3002<\/p>\n\n\n\n

issue143 2025.10.20-10.26<\/strong><\/p>\n\n\n\n

10\u670820\u65e5\uff0c\u5546\u6c64\u79d1\u6280\u66f4\u65b0\u5176AI\u89c6\u9891Agent\u2014\u2014Seko\uff0c\u63a8\u51fa\u4e86\u591a\u4eba\u5bf9\u53e3\u578b\u529f\u80fd\uff0c\u4f7f\u5f97\u5236\u4f5c\u590d\u6742\u7684\u89c6\u9891\u573a\u666f\u53d8\u5f97\u66f4\u52a0\u4fbf\u6377\u3002Seko\u4ee5\u5176\u5b8c\u5584\u7684\u529f\u80fd\u548c\u7528\u6237\u53cb\u597d\u7684\u4f53\u9a8c\u53d7\u5230\u5e7f\u6cdb\u5173\u6ce8\uff0c\u6b64\u6b21\u66f4\u65b0\u89e3\u51b3\u4e86\u5728\u751f\u6210\u5bf9\u8bdd\u573a\u666f\u65f6\u7684\u64cd\u4f5c\u7e41\u7410\u95ee\u9898\uff0c\u7528\u6237\u65e0\u9700\u518d\u53cd\u590d\u5bfc\u51fa\u7d20\u6750\u8fdb\u884c\u7f16\u8f91\u3002\u65b0\u4e0a\u7ebf\u7684\u5bf9\u53e3\u578b\u7b97\u6cd5SekoTalk\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5236\u4f5c\u53cc\u4eba\u6216\u4e09\u4eba\u5bf9\u8bdd\u7684\u5c0f\u77ed\u5267\uff0c\u663e\u8457\u63d0\u5347\u4e86\u89c6\u9891\u521b\u4f5c\u7684\u6548\u7387\u548c\u4fbf\u5229\u6027\u3002<\/p>\n\n\n\n

10\u670820\u65e5\uff0cDeepSeek\u56e2\u961f\u53d1\u5e03\u4e86\u300aDeepSeek-OCR\uff1aContexts Optical Compression\u300b\u8bba\u6587\uff0c\u63a8\u51fa\u4e86\u65b0\u578b\u7684OCR\u6a21\u578bDeepSeek-OCR\uff0c\u8be5\u6a21\u578b\u80fd\u591f\u5229\u7528\u89c6\u89c9\u6a21\u6001\u6709\u6548\u538b\u7f29\u957f\u6587\u672c\u4e0a\u4e0b\u6587\uff0c\u53c2\u6570\u91cf\u4ec53B\u3002DeepSeek-OCR\u7531DeepEncoder\u6838\u5fc3\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668DeepSeek3B-MoE-A570M\u7ec4\u6210\uff0c\u8bbe\u8ba1\u76ee\u6807\u662f\u4f4e\u8ba1\u7b97\u6fc0\u6d3b\u548c\u9ad8\u538b\u7f29\u6bd4\uff0c\u5b9e\u9a8c\u663e\u793a\uff0c\u5f53\u89c6\u89c9token\u6570\u91cf\u5728\u53ef\u7ba1\u7406\u8303\u56f4\u5185\u65f6\uff0c\u6a21\u578b\u7684OCR\u51c6\u786e\u7387\u4fdd\u6301\u9ad8\u8fbe97%\u3002\u65b0\u6a21\u578b\u5e94\u7528\u5728\u5927\u6a21\u578b\u4e0a\u4e0b\u6587\u538b\u7f29\u4e2d\u6709\u6781\u5927\u7684\u5b9e\u9645\u610f\u4e49\uff0c\u6709\u671b\u63a8\u52a8AI Agent\u9886\u57df\u7684\u53d1\u5c55\u3002<\/p>\n\n\n\n

10\u670821\u65e5\uff0cClaude Code\u7f51\u9875\u7248\u6b63\u5f0f\u53d1\u5e03\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u65b0\u7684\u4fbf\u5229\u3002\u7528\u6237\u65e0\u9700\u590d\u6742\u7684\u672c\u5730\u90e8\u7f72\uff0c\u53ea\u9700\u5728\u6d4f\u89c8\u5668\u4e2d\u5373\u53ef\u8f7b\u677e\u5b8c\u6210\u7f16\u5199\u4ee3\u7801\u3001\u4fee\u590d\u9519\u8bef\u548c\u63d0\u4ea4\u4ee3\u7801\u5ba1\u67e5\u8bf7\u6c42\u3002Web\u7248Claude Code\u652f\u6301\u4e0eGitHub\u4ed3\u5e93\u8fde\u63a5\uff0c\u7528\u6237\u53ef\u63cf\u8ff0\u9700\u6c42\uff0c\u8ba9Claude\u81ea\u52a8\u751f\u6210\u4ee3\u7801\uff0c\u5e76\u53ef\u540c\u65f6\u5e76\u884c\u5904\u7406\u591a\u4e2a\u4efb\u52a1\uff0c\u5b9e\u65f6\u67e5\u770b\u8fdb\u5ea6\u3002\u5b8c\u6210\u540e\uff0cClaude\u4f1a\u81ea\u52a8\u521b\u5efaPR\uff0c\u5e76\u9644\u4e0a\u66f4\u6539\u8bf4\u660e\u3002\u6b64\u5916\uff0ciOS\u7248\u672c\u6b63\u5728\u9884\u89c8\u4e2d\uff0c\u65b9\u4fbf\u7528\u6237\u5728\u624b\u673a\u4e0a\u4f7f\u7528\u3002<\/p>\n\n\n\n

10\u670822\u65e5\uff0cOpenAI \u53d1\u5e03 AI \u6d4f\u89c8\u5668ChatGPT Atlas\uff0c\u4ece\u4eca\u5929\u8d77\u5411 macOS \u7528\u6237\u62a2\u5148\u63a8\u51fa\uff0cWindows\u3001iOS \u548c Android \u7248\u672c\u5373\u5c06\u63a8\u51fa\u3002<\/p>\n\n\n\n

10\u670822\u65e5\uff0c\u767e\u5ddd\u667a\u80fd\u53d1\u5e03\u5faa\u8bc1\u589e\u5f3a\u533b\u7597\u5927\u6a21\u578bBaichuan-M2 Plus\uff0c\u540c\u6b65\u5347\u7ea7\u914d\u5957\u5e94\u7528\u767e\u5c0f\u5e94\u5e76\u5f00\u653eAPI\u3002 \u8bc4\u6d4b\u663e\u793a\uff0cM2 Plus\u7684\u533b\u7597\u5e7b\u89c9\u7387\u8f83\u901a\u7528\u5927\u6a21\u578b\u663e\u8457\u964d\u4f4e\uff0c\u76f8\u6bd4DeepSeek\u4f4e\u7ea63\u500d\uff0c\u4f18\u4e8e\u7f8e\u56fd\u6700\u706b\u533b\u7597\u4ea7\u54c1OpenEvidence\uff0c\u53ef\u4fe1\u5ea6\u6bd4\u80a9\u8d44\u6df1\u4e34\u5e8a\u533b\u751f\u6c34\u51c6\u3002<\/p>\n\n\n\n

10\u670823\u65e5\uff0c\u5feb\u624bStreamLake\u63a8\u51fa\u201c\u5de5\u5177+\u6a21\u578b+\u5e73\u53f0\u201d\u4e09\u4f4d\u4e00\u4f53\u7684AI\u7f16\u7a0b\u4ea7\u54c1\u77e9\u9635\uff0c\u5305\u62ec\u667a\u80fd\u5f00\u53d1\u5de5\u5177CodeFlicker\u3001\u591a\u4e2a\u81ea\u7814\u5927\u6a21\u578bKAT-Coder\u4ee5\u53ca\u5927\u6a21\u578b\u5e73\u53f0\u5feb\u624b\u4e07\u64ce\uff08Vanchin\uff09\uff0c\u5176\u4e2dKAT-Coder-Pro V1\u5728SWE-bench Verified\u6d4b\u8bd5\u4e2d\u4ee573.4%\u7684\u89e3\u51b3\u7387\u8d85\u8d8aGPT-5\u4e0eClaude Sonnet 4\uff0c\u5c55\u73b0\u51fa\u4e00\u5b9a\u4ee3\u7801\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\u3002\u540c\u65f6\uff0cKAT-Coder-Air V1\u7248\u672c\u5c06\u9762\u5411\u6240\u6709\u7528\u6237\u514d\u8d39\u4f7f\u7528\u3002<\/p>\n\n\n\n

10\u670823\u65e5\uff0c\u817e\u8baf\u5728IMA\u5f00\u653e\u65e5\u4e0a\u63a8\u51fa\u4e86IMA 2.0\u3002\u4ece\u5355\u4e00\u7684\u7b14\u8bb0\u4e0e\u77e5\u8bc6\u7ba1\u7406\uff0c\u8f6c\u5411\u53ef\u6267\u884c\u7684\u667a\u80fd\u4efb\u52a1\u3002\u65b0\u7248\u672c\u5f15\u5165\u4e86\u6838\u5fc3\u7684\u4efb\u52a1\u6a21\u5f0f\uff08Task Mode\uff09\uff0c\u7528\u6237\u53ea\u9700\u8f93\u5165\u7b80\u5355\u6307\u4ee4\uff0c\u5982\u201c\u5e2e\u6211\u5199\u4e00\u4efd\u65b0\u80fd\u6e90\u5e02\u573a\u62a5\u544a\u201d\uff0c\u7cfb\u7edf\u5373\u53ef\u81ea\u52a8\u62c6\u89e3\u4efb\u52a1\u3001\u89c4\u5212\u6b65\u9aa4\u5e76\u751f\u6210\u7ed3\u679c\u3002\u6b64\u5916\uff0c\u817e\u8baf\u8fd8\u65b0\u589e\u4e86\u64ad\u5ba2\uff08Podcast\uff09\u751f\u6210\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u6839\u636e\u8f93\u5165\u4e3b\u9898\u751f\u6210\u591a\u89d2\u8272\u5bf9\u8bdd\u97f3\u9891\u8282\u76ee\uff0c\u5e76\u81ea\u5b9a\u4e49\u58f0\u97f3\u98ce\u683c\u3001\u8bed\u901f\u548c\u8bed\u6c14\u3002<\/p>\n\n\n\n

10\u670824\u65e5\uff0c\u8c46\u5305\u5ba3\u5e03\u7f16\u7a0b\u529f\u80fd\u5168\u65b0\u5347\u7ea7\uff0c\u7531TRAE\u63d0\u4f9b\u6280\u672f\u652f\u6301\uff0c\u4e0d\u9700\u8981\u64b0\u5199\u590d\u6742\u7684\u9700\u6c42\u6587\u6863\uff0c\u76f4\u63a5\u901a\u8fc7\u591a\u6a21\u6001\u8f93\u5165\uff0c\u5e76\u53ef\u5206\u522b\u4e0a\u4f20\u529f\u80fd\u3001\u5e03\u5c40\u3001\u914d\u8272\u7684\u53c2\u8003\u56fe\uff0c\u53ef\u5bf9\u751f\u6210\u7684\u5e94\u7528\u8fdb\u884c\u5728\u7ebf\u53ef\u89c6\u5316\u4fee\u6539\uff0c\u8ba9\u4efb\u4f55\u4eba\u90fd\u80fd\u7528\u81ea\u7136\u8bed\u8a00\u6765\u521b\u9020\u5e94\u7528\u3002<\/p>\n\n\n\n

10\u670824\u65e5\uff0c\u5fae\u8f6f\u53d1\u5e03 Copilot \u4e00\u7cfb\u5217\u91cd\u78c5\u66f4\u65b0\uff0c\u5168\u9762\u62d3\u5c55\u5176\u5728\u751f\u4ea7\u529b\u3001\u534f\u4f5c\u3001\u5b66\u4e60\u548c\u5065\u5eb7\u9886\u57df\u7684\u529f\u80fd\u3002\u901a\u8fc7 Connectors\uff0c\u7528\u6237\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u8de8\u591a\u5e73\u53f0\u641c\u7d22\u6587\u4ef6\u4e0e\u4fe1\u606f\uff0c\u6253\u901a\u4e2a\u4eba\u6570\u5b57\u751f\u6001\uff1bGroups \u5f15\u5165\u5b9e\u65f6\u534f\u4f5c\u673a\u5236\uff0c\u8ba9\u56e2\u961f\u6c9f\u901a\u66f4\u52a0\u987a\u7545\uff1bEdge Copilot \u6a21\u5f0f \u5219\u8ba9\u6d4f\u89c8\u5668\u53d8\u6210\u667a\u80fd\u52a9\u7406\uff0c\u53ef\u81ea\u52a8\u6574\u7406\u548c\u64cd\u4f5c\u7f51\u9875\u5185\u5bb9\u3002\u5728\u6559\u80b2\u65b9\u9762\uff0cLearn Live \u5c06 Copilot \u6253\u9020\u6210\u8bed\u97f3\u5f15\u5bfc\u7684\u4e92\u52a8\u5b66\u4e60\u5bfc\u5e08\uff0c\u5f3a\u8c03\u7406\u89e3\u800c\u975e\u6b7b\u8bb0\u786c\u80cc\u3002\u5728\u533b\u7597\u9886\u57df\uff0cCopilot for Health \u63d0\u4f9b\u57fa\u4e8e\u6743\u5a01\u8d44\u6599\u7684\u5065\u5eb7\u5efa\u8bae\u4e0e\u533b\u751f\u641c\u7d22\u670d\u52a1\u3002\u5168\u65b0\u89d2\u8272 Mico \u589e\u6dfb\u4e86\u60c5\u611f\u5316\u4ea4\u4e92\u4f53\u9a8c\uff0c\u4f7f AI \u66f4\u5177\u201c\u4eba\u6027\u5316\u201d\uff1b\u800c Windows Copilot \u5219\u5c06 AI \u6df1\u5ea6\u6574\u5408\u81f3\u7cfb\u7edf\uff0c\u5e2e\u52a9\u7528\u6237\u968f\u65f6\u8fdb\u884c\u8bed\u97f3\u4ea4\u4e92\u3001\u6587\u4ef6\u8bbf\u95ee\u4e0e\u4efb\u52a1\u6307\u5bfc\u3002<\/p>\n\n\n\n

10\u670824\u65e5\uff0c\u6708\u4e4b\u6697\u9762\u53d1\u5e03Kimi CLI\u6280\u672f\u9884\u89c8\u7248\uff0c\u91c7\u7528 Shell-like \u7684 UI \u4f5c\u4e3a\u4ea7\u54c1\u7684\u539f\u751f\u5f62\u6001\uff0c\u901a\u8fc7 Ctrl-K \u5728 Agent \u6a21\u5f0f\u548c Shell \u547d\u4ee4\u6a21\u5f0f\u4e4b\u95f4\u968f\u65f6\u5207\u6362\u3002\u540c\u65f6\u901a\u8fc7\u652f\u6301 ACP \u534f\u8bae\uff0cKimi CLI \u53ef\u4ee5\u66f4\u597d\u5730\u9002\u914d\u6f5c\u5728\u7684\u5404\u7c7b ACP \u5ba2\u6237\u7aef\uff0c\u4ee5\u63d0\u4f9b\u66f4\u7b26\u5408\u56fe\u5f62\u754c\u9762\u5f00\u53d1\u4e60\u60ef\u7684 UI \u4f53\u9a8c\u3002<\/p>\n\n\n\n

10\u670824\u65e5\uff0c\u8c37\u6b4c\u6b63\u5f0f\u5ba3\u5e03NotebookLM\u7684\u65b0\u529f\u80fd\u2014\u2014\u89c6\u9891\u6982\u89c8\uff08Video Overviews\uff09\u73b0\u5df2\u5168\u9762\u5f00\u653e\uff0c\u5e76\u6574\u5408\u4e86\u201cNano Banana\u201d\u56fe\u50cf\u751f\u6210\u6a21\u578b\u3002\u8fd9\u4e00\u7b80\u77ed\u66f4\u65b0\u6807\u5fd7\u7740NotebookLM\u7684\u91cd\u8981\u8f6c\u53d8\uff0c\u4ece\u5355\u7eaf\u7684\u201c\u9605\u8bfb\u7406\u89e3\u201d\u5411\u66f4\u4e30\u5bcc\u7684\u201c\u89c6\u89c9\u8868\u8fbe\u201d\u8fc8\u8fdb\u3002<\/p>\n\n\n\n

10\u670825\u65e5\uff0c\u7f8e\u56e2\u5f00\u6e90\u4e86AI\u957f\u89c6\u9891\u6a21\u578bLongCat-Video\uff0c\u8fd9\u4e00\u57fa\u7840\u7ea7\u89c6\u9891\u751f\u6210\u5927\u6a21\u578b\u62e5\u6709136\u4ebf\u53c2\u6570\uff0c\u80fd\u591f\u540c\u65f6\u6267\u884c\u6587\u5b57\u751f\u6210\u89c6\u9891\u3001\u56fe\u50cf\u751f\u6210\u89c6\u9891\u548c\u89c6\u9891\u7eed\u5199\u4e09\u7c7b\u4efb\u52a1\u3002LongCat-Video\u7684\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\u91c7\u7528\u7edf\u4e00\u67b6\u6784\uff0c\u6253\u7834\u4e86\u4f20\u7edf\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u4efb\u52a1\u58c1\u5792\uff0c\u5b9e\u73b0\u77e5\u8bc6\u5171\u4eab\uff0c\u63d0\u5347\u4e86\u751f\u6210\u7684\u7a33\u5b9a\u6027\u548c\u4e00\u81f4\u6027\u3002\u6b64\u6a21\u578b\u80fd\u591f\u751f\u6210\u5206\u949f\u7ea7\u7684\u89c6\u9891\uff0c\u5e76\u5728\u957f\u65f6\u5e8f\u4e2d\u4fdd\u6301\u5408\u7406\u7684\u8272\u5f69\u3001\u5149\u7ebf\u548c\u8fd0\u52a8\u903b\u8f91\u3002<\/p>\n\n\n\n

issue144 2025.10.27-11.2<\/strong><\/p>\n\n\n\n

10\u670827\u65e5\uff0cMiniMax\u7a00\u5b87\u6781\u667a\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86\u5176\u65b0\u4e00\u4ee3\u6587\u672c\u5927\u6a21\u578bMiniMax-M2\u3002\u8fd9\u6b3e\u6a21\u578b\u5728\u5168\u7403\u6743\u5a01\u6d4b\u8bc4\u699c\u5355Artificial Analysis (AA)\u4e2d\u603b\u5206\u4f4d\u5217\u5168\u7403\u524d\u4e94\u3001\u5f00\u6e90\u7b2c\u4e00\uff0c\u8dfb\u8eab\u5168\u7403\u7b2c\u4e00\u68af\u961f\uff0c\u4e0eOpenAI\u3001Anthropic\u3001Google\u7b49\u7845\u8c37\u5de8\u5934\u540c\u53f0\u7ade\u6280\u3002\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8fd9\u4e2a\u4ef7\u683c\u662fClaude Sonnet 4.5 \u76848%\uff0c\u63a8\u7406\u901f\u5ea6\u5feb\u4e86\u63a5\u8fd1\u4e00\u500d\u3002<\/p>\n\n\n\n

10\u670828\u65e5\uff0cFlowith\u6b63\u5f0f\u53d1\u5e03\u4e86\u672c\u5730\u667a\u80fd\u4f53\u64cd\u4f5c\u7cfb\u7edfFlowith OS\uff0c\u8be5\u7cfb\u7edf\u4e13\u4e3a\u5176Agent Neo\u8bbe\u8ba1\uff0c\u4ee5\u6d4f\u89c8\u5668\u5f62\u6001\u5b58\u5728\uff0c\u652f\u6301macOS\u548cWindows\u7cfb\u7edf\u3002Flowith OS\u91c7\u7528\u81ea\u7814\u7684\u201c\u4ee3\u7801+\u89c6\u89c9\u201d\u53cc\u6a21\u6001\u7406\u89e3\u6846\u67b6\uff0c\u80fd\u591f\u81ea\u4e3b\u8de8\u8d8a\u591a\u4e2a\u7f51\u9875\u8fdb\u884c\u641c\u7d22\uff0c\u5e76\u7406\u89e3\u7528\u6237\u5c4f\u5e55\u753b\u9762\u4ee5\u5b8c\u6210\u70b9\u51fb\u3001\u7f16\u8f91\u548c\u53d1\u9001\u7b49\u64cd\u4f5c\u3002\u8be5\u7cfb\u7edf\u8fd8\u5f15\u5165\u4e0a\u4e0b\u6587\u6539\u8fdb\u7cfb\u7edf\u548c\u53cc\u5c42\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u901a\u8fc7\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\u6301\u7eed\u4f18\u5316\u6027\u80fd\u3002\u5728Online – Mind2Web Benchmark\u6d4b\u8bd5\u4e2d\uff0cFlowith OS\u5e73\u5747\u51c6\u786e\u7387\u8fbe95.4%\uff0c\u5728Easy\u548cMedium\u4efb\u52a1\u4e2d\u5206\u522b\u8fbe\u523096.3%\u548c97.7%\uff0c\u8d85\u8d8a\u7ade\u4e89\u5bf9\u624bChatGPT Atlas\uff0861.3%\uff09\u548cGemini 2.5\uff0869%\uff09\u3002<\/p>\n\n\n\n

10\u670828\u65e5\uff0cMiniMax\u53d1\u5e03Hailuo 2.3\u89c6\u9891\u751f\u6210\u6a21\u578b\uff0c\u5728 Hailuo 02 \u6a21\u578b\u7684\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u5347\u7ea7\u52a8\u6001\u8868\u73b0\u529b\uff0c\u753b\u9762\u66f4\u52a0\u771f\u5b9e\u3001\u7a33\u5b9a\u3002Hailuo 2.3 \u6a21\u578b\u5728\u80a2\u4f53\u52a8\u4f5c\u5448\u73b0\u3001\u98ce\u683c\u5316\u4ee5\u53ca\u4eba\u7269\u5fae\u8868\u60c5\u65b9\u9762\u5b9e\u73b0\u4e86\u663e\u8457\u7684\u6548\u679c\u63d0\u5347\uff0c\u540c\u65f6\u5bf9\u8fd0\u52a8\u6307\u4ee4\u54cd\u5e94\u505a\u8fdb\u4e00\u6b65\u4f18\u5316\u3002<\/p>\n\n\n\n

10\u670830\u65e5\uff0cCursor\u63a8\u51fa\u4e862.0\u91cd\u5927\u5347\u7ea7\uff0c\u5305\u62ec\u81ea\u5bb6\u8bad\u7ec3\u7684\u7f16\u7801\u6a21\u578bComposer\u3001\u5168\u65b0\u8bbe\u8ba1\u7684\u754c\u9762\u4ee5\u53caAgent\u5e76\u53d1\u529f\u80fd\u3002Composer\u662f\u4e00\u4e2a\u9ad8\u6548\u7684\u7f16\u7801\u6a21\u578b\uff0c\u901f\u5ea6\u662f\u540c\u7c7b\u6a21\u578b\u7684\u56db\u500d\uff0c\u65e8\u5728\u4f4e\u5ef6\u8fdf\u54cd\u5e94\uff0c\u80fd\u591f\u572830\u79d2\u5185\u5b8c\u6210\u5927\u591a\u6570\u4efb\u52a1\u3002\u7528\u6237\u53cd\u9988\u6307\u51fa\u5176\u5728\u5904\u7406\u591a\u6b65\u9aa4\u7f16\u7801\u65f6\u8868\u73b0\u51fa\u8272\uff0c\u5177\u5907\u5f3a\u5927\u7684\u8bed\u4e49\u641c\u7d22\u80fd\u529b\u3002\u65b0\u7684\u591a\u667a\u80fd\u4f53\u754c\u9762\u8bbe\u8ba1\u4f7f\u591a\u4e2a\u6a21\u578b\u80fd\u540c\u65f6\u89e3\u51b3\u540c\u4e00\u95ee\u9898\uff0c\u63d0\u9ad8\u7ed3\u679c\u8d28\u91cf\u3002\u540c\u65f6\uff0cCursor 2.0\u8fd8\u65b0\u589e\u4e86\u8bed\u97f3\u63a7\u5236\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8bed\u97f3\u6307\u4ee4\u64cd\u63a7Agent\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n

10\u670831\u65e5\uff0cKimi\u5f00\u6e90\u4e86\u5176\u65b0\u67b6\u6784Kimi Linear\uff0c\u65e8\u5728\u89e3\u51b3AI\u5728\u957f\u6587\u672c\u63a8\u7406\u4e2d\u7684\u901f\u5ea6\u548c\u8bb0\u5fc6\u6548\u7387\u95ee\u9898\u3002\u8be5\u67b6\u6784\u7ed3\u5408\u4e86\u201c\u5feb\u4f46\u7cd9\u201d\u7684\u7ebf\u6027\u6ce8\u610f\u529b\u548c\u7cbe\u51c6\u7684\u5168\u5c40\u6ce8\u610f\u529b\uff0c\u91c7\u75283:1\u7684\u642d\u914d\u6a21\u5f0f\uff1a\u4e09\u4efdKDA\uff08\u5feb\u901f\u5904\u7406\uff09\u4e0e\u4e00\u4efd\u201c\u4e13\u5bb6\u201d\u7ea7\u6ce8\u610f\u529b\uff0c\u786e\u4fdd\u5728\u5feb\u901f\u8ba1\u7b97\u7684\u540c\u65f6\u4e0d\u6f0f\u6389\u5173\u952e\u4fe1\u606f\u3002Kimi Linear\u7ecf\u8fc71.4\u4e07\u4ebf\u6761\u6570\u636e\u7684\u8bad\u7ec3\uff0c\u8868\u73b0\u4f18\u8d8a\uff0c\u5904\u7406\u901f\u5ea6\u63d0\u53476\u500d\uff0c\u5185\u5b58\u5360\u7528\u51cf\u5c11\u56db\u5206\u4e4b\u4e09\u3002<\/p>\n\n\n\n

10\u670831\u65e5\uff0cGoogle\u5728Chrome\u6d4f\u89c8\u5668\u4e2d\u63a8\u51fa\u4e86\u7531Gemini AI\u9a71\u52a8\u7684\u5f3a\u5927\u65b0\u529f\u80fd\uff0c\u6700\u65b0\u7248Chrome Canary\u7684\u65b0\u6807\u7b7e\u9875\u4e0b\u65b9\u65b0\u589e\u4e86\u201cNano Banana\u201d\u548c\u201c\u6df1\u5ea6\u641c\u7d22\u201d\u4e24\u4e2a\u6309\u94ae\u3002\u8fd9\u4e9b\u529f\u80fd\u5141\u8bb8\u7528\u6237\u76f4\u63a5\u5728\u641c\u7d22\u6846\u4e2d\u8fdb\u884c\u56fe\u50cf\u751f\u6210\u548c\u4e3b\u9898\u8c03\u7814\uff0c\u65e8\u5728\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff0c\u5e2e\u52a9\u4ed6\u4eec\u5728\u65e0\u9700\u79bb\u5f00\u6807\u7b7e\u9875\u7684\u60c5\u51b5\u4e0b\u5feb\u901f\u542f\u52a8\u521b\u4f5c\u548c\u4fe1\u606f\u68c0\u7d22\u4efb\u52a1\uff0c\u8fdb\u4e00\u6b65\u878d\u5165AI\u6280\u672f\u4ee5\u63d0\u5347\u6548\u7387\u3002<\/p>\n\n\n\n

11\u67081\u65e5\uff0c\u767e\u5ea6 AI \u5e94\u7528\u300c\u6587\u5c0f\u8a00\u300d\u5347\u7ea7\u81f3 5.0 \u7248\u672c\uff0c\u540d\u79f0\u91cd\u65b0\u53d8\u66f4\u4e3a\u300c\u6587\u5fc3\u300d\uff0c\u589e\u5f3a\u641c\u7d22\u4e0e\u521b\u4f5c\u529f\u80fd\u3002<\/p>\n\n\n\n

11\u67082\u65e5\uff0c\u901a\u4e49\u5343\u95eeQwen3-Max-Thinking\u201c\u6df1\u5ea6\u601d\u8003\u201d\u6a21\u5f0f\u6b63\u5f0f\u53d1\u5e03\uff0c\u63d0\u5347\u590d\u6742\u4efb\u52a1\u6548\u7387\uff0c\u5728\u6d4b\u8bc4\u4e2d\u8868\u73b0\u51fa\u4f17\u3002<\/p>\n\n\n\n

issue145 2025.11.3-11.9<\/strong><\/p>\n\n\n\n

11\u67083\u65e5\uff0c\u7f8e\u56e2\u5f00\u6e90\u5168\u6a21\u6001\u6a21\u578bLongCat-Flash-Omni\uff0c\u5b98\u65b9App\u540c\u6b65\u4e0a\u7ebf\u516c\u6d4b\uff0c\u53ef\u4f53\u9a8c\u6a21\u578b\u7684\u8054\u7f51\u641c\u7d22\u3001\u8bed\u97f3\u901a\u8bdd\u7b49\u529f\u80fd\u3002\u636e\u4e86\u89e3\uff0c\u65b0\u6a21\u578b\u662f\u4e1a\u754c\u9996\u4e2a\u5b9e\u73b0\u201c\u5168\u6a21\u6001\u8986\u76d6\u3001\u7aef\u5230\u7aef\u67b6\u6784\u3001\u5927\u53c2\u6570\u91cf\u9ad8\u6548\u63a8\u7406\u201d\u4e8e\u4e00\u4f53\u7684\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5728\u5f00\u6e90\u8303\u7574\u5185\u5b9e\u73b0\u4e86\u5bf9\u6807\u95ed\u6e90\u6a21\u578b\u7684\u5168\u6a21\u6001\u80fd\u529b\uff0c\u5e76\u51ed\u501f\u521b\u65b0\u7684\u67b6\u6784\u8bbe\u8ba1\u4e0e\u5de5\u7a0b\u4f18\u5316\uff0c\u8ba9\u5927\u53c2\u6570\u6a21\u578b\u5728\u591a\u6a21\u6001\u4efb\u52a1\u4e2d\u5b9e\u73b0\u6beb\u79d2\u7ea7\u54cd\u5e94\u3002<\/p>\n\n\n\n

11\u67085\u65e5\uff0c\u901a\u4e49\u5927\u6a21\u578b\u56e2\u961f\u66f4\u65b0AgentScope1.0\uff0c\u65b0\u589e\u5f00\u6e90\u667a\u80fd\u4f53Alias-Agent\uff0c\u5177\u6709\u4efb\u52a1\u89c4\u5212\u548c\u76f8\u5e94\u7684\u5904\u7406\u80fd\u529b\uff0c\u53ef\u5728\u56db\u79cd\u4e13\u4e1a\u6a21\u5f0f\u4e4b\u95f4\u667a\u80fd\u5207\u6362\u3002\u65b0\u589e\u5f00\u6e90\u667a\u80fd\u4f53Data-Juicer Agent\uff0c\u4e00\u4e2a\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3002<\/p>\n\n\n\n

11\u67085\u65e5\uff0c\u7531\u4e8eAnthropic\u6a21\u578b\u4f9b\u5e94\u653f\u7b56\u53d8\u5316\uff0c\u5b57\u8282\u8df3\u52a8AI IDE TRAE\u5ba3\u5e03\u4e0b\u67b6Claude\u7cfb\u5217\u6a21\u578b\u3002\u6b64\u524d\uff0c\u817e\u8bafCodeBuddy\u4e5f\u5df2\u4e0b\u67b6Claude\u7cfb\u5217\u6a21\u578b\u3002<\/p>\n\n\n\n

11\u67086\u65e5\uff0cGemini 3 Pro\u9884\u89c8\u7248\u5df2\u5728Gemini CLI\u548cVertex\u6cc4\u9732\uff0c\u6a21\u578b\u540d\u79f0\u4e3a\uff1agemini-3-pro-preview-11-2025\u3002\u4f46\u5728\u4e0d\u4e45\u540e\uff0c\u8be5\u6a21\u578b\u7684\u6743\u9650\u88ab\u6536\u56de\uff0cGoogle\u76ee\u524d\u5c1a\u672a\u6b63\u5f0f\u5ba3\u5e03\u6a21\u578b\u7684\u53d1\u5e03\u3002<\/p>\n\n\n\n

11\u67086\u65e5\uff0c\u5373\u68a6AI\u6b63\u5f0f\u63a8\u51fa\u5168\u65b0\u201c\u65e0\u9650\u753b\u5e03\u201d\u529f\u80fd\uff0c\u5168\u65b9\u4f4d\u63d0\u5347\u521b\u4f5c\u81ea\u7531\u5ea6\u3002\u7528\u6237\u53ef\u4ee5\u5728\u540c\u4e00\u753b\u5e03\u4e0a\u5b8c\u6210\u751f\u6210\u4e0e\u7f16\u8f91\uff0c\u5e76\u652f\u6301Agent\u667a\u80fd\u5171\u521b\u548c\u591a\u4f1a\u8bdd\u5e76\u884c\uff0c\u5141\u8bb8\u591a\u6a21\u6001\u521b\u4f5c\u3002\u8fd9\u9879\u529f\u80fd\u73b0\u5df2\u5728\u5373\u68a6AI\u7f51\u9875\u7248\u5168\u9762\u4e0a\u7ebf\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u5e26\u6765\u5168\u65b0\u7684\u521b\u4f5c\u4f53\u9a8c\u3002<\/p>\n\n\n\n

11\u67086\u65e5\uff0c\u817e\u8baf\u4e91\u4ee3\u7801\u52a9\u624bCodeBuddy\u56fd\u5185\u7248\u5ba3\u5e03\u4e0a\u7ebfGLM-4.6\u6a21\u578b\uff0c\u5df2\u5728IDE\u3001\u63d2\u4ef6\u3001CLI\u4e09\u7aef\u5168\u9762\u5185\u7f6e\u3002<\/p>\n\n\n\n

11\u67086\u65e5\uff0c\u6708\u4e4b\u6697\u9762\u53d1\u5e03\u5e76\u5f00\u6e90Kimi-K2-Thinking\u6a21\u578b\uff0c\u8fd9\u662f\u4e00\u6b3e\u5177\u5907\u901a\u7528Agentic\u80fd\u529b\u548c\u6df1\u5ea6\u63a8\u7406\u80fd\u529b\u7684\u601d\u8003\u6a21\u578b\uff0c\u652f\u6301256K\u4e0a\u4e0b\u6587\u53ca\u9ad8\u901fAPI\u8f93\u51fa\u3002kimi-k2-thinking\u7684\u5b9a\u4ef7\u4e3a\u6bcf\u767e\u4e07tokens\u8f93\u51654\u5143\u3001\u8f93\u51fa16\u5143\uff0c\u800c\u9ad8\u901f\u7248Kimi-k2-thinking-turbo\u5219\u4e3a8\u5143\u548c58\u5143\uff0c\u9002\u5408\u6df1\u5ea6\u63a8\u7406\u548c\u5feb\u901f\u54cd\u5e94\u9700\u6c42\u7684\u573a\u666f\u3002<\/p>\n\n\n\n

11\u67087\u65e5\uff0c\u79d1\u5927\u8baf\u98de\u53d1\u5e03\u661f\u706bX1.5\u6df1\u5ea6\u63a8\u7406\u5927\u6a21\u578b\u3002\u661f\u706bX1.5\u91c7\u7528MoE\u67b6\u6784\uff0c\u603b\u53c2\u6570\u91cf293B\u3001\u6fc0\u6d3b30B\uff0c\u63a8\u7406\u6548\u7387\u76f8\u6bd4\u661f\u706bX1\u63d0\u5347100%\u3002<\/p>\n\n\n\n

issue146 2025.11.10-11.16<\/strong><\/p>\n\n\n\n

11\u670810\u65e5\uff0c\u7f8e\u56e2\u65d7\u4e0b\u9996\u6b3eAI IDE\u4ea7\u54c1Meituan CatPaw\u8fdb\u5165\u516c\u6d4b\u3002\u8be5\u4ea7\u54c1\u662f\u4ee5Agent\u4e0e\u4eba\u534f\u4f5c\u4e3a\u6838\u5fc3\uff0c\u901a\u8fc7Agent\u667a\u80fd\u9a71\u52a8\u7f16\u7a0b\uff0c\u652f\u6301\u4ee3\u7801\u8865\u5168\u3001\u9879\u76ee\u9884\u89c8\u8c03\u8bd5\u7b49\u529f\u80fd\u3002\u7528\u6237\u5728\u5b98\u7f51\u4e0b\u8f7d\u5b89\u88c5\u540e\uff0c\u5728\u5b98\u65b9\u516c\u4f17\u53f7\u9886\u53d6\u9080\u8bf7\u7801\u4f53\u9a8c\uff0c\u521d\u59cb\u8d26\u53f7\u9ed8\u8ba4\u80fd\u53d1\u8d77500\u6b21\u5bf9\u8bdd\uff0c\u4f7f\u7528\u5b8c\u53ef\u7533\u8bf7\u83b7\u53d6\u65b0\u989d\u5ea6\u3002<\/p>\n\n\n\n

11\u670811\u65e5\uff0c\u706b\u5c71\u5f15\u64ce\u6b63\u5f0f\u53d1\u5e03\u8c46\u5305\u7f16\u7a0b\u6a21\u578b\uff08Doubao-Seed-Code\uff09\uff1a\u4e13\u4e3a Agentic \u7f16\u7a0b\u4efb\u52a1\u6df1\u5ea6\u4f18\u5316\uff0c\u5728 SWE-Bench-Verified \u5b98\u65b9\u699c\u5355\u4e2d\u5237\u65b0 SOTA\uff0c\u5e76\u517c\u5bb9 Anthropic API \u7b49\u4e3b\u6d41\u5f00\u53d1\u73af\u5883\u3002\u540c\u65f6\uff0c\u6b64\u6b21\u53d1\u5e03\u7684\u7f16\u7a0b\u6a21\u578b\u4ef7\u683c\u8fdb\u4e00\u6b65\u964d\u4f4e\u3002<\/p>\n\n\n\n

11\u670812\u65e5\uff0c\u5b57\u8282\u8df3\u52a8TRAE\u5ba3\u5e03SOLO\u6a21\u5f0f\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u6240\u6709\u7528\u6237\u53ef\u4ee5\u514d\u9080\u8bf7\u4f7f\u7528\u3002\u901a\u8fc7\u591a\u9879\u667a\u80fd\u4f53\u80fd\u529b\u5347\u7ea7\u4e0e\u54cd\u5e94\u673a\u5236\u5f3a\u5316\uff0cSOLO\u6b63\u5f0f\u7248\u5728\u54cd\u5e94\u901f\u5ea6\u3001\u4ea4\u4ed8\u8d28\u91cf\u3001\u4efb\u52a1\u590d\u6742\u5ea6\u5904\u7406\u80fd\u529b\u4e0a\u5168\u9762\u63d0\u5347\uff0c\u66f4\u52a0\u8d34\u5408\u4e13\u4e1a\u7814\u53d1\u56e2\u961f\u7684\u5b9e\u9645\u5de5\u4f5c\u6d41\uff0c\u6210\u4e3a\u9762\u5411\u672a\u6765\u7684\u5f00\u53d1\u8005\u65b0\u578b AI \u52a9\u624b\u3002<\/p>\n\n\n\n

11\u670812\u65e5\uff0cLovart \u53d1\u5e03\u4e86\u5176\u300cEdit Elements\uff5c\u5143\u7d20\u62c6\u5206\u300d\u529f\u80fd\uff0c\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u5e76\u5206\u79bb\u56fe\u7247\u4e2d\u7684\u4e0d\u540c\u5143\u7d20\uff0c\u5982\u4eba\u7269\u3001\u80cc\u666f\u548c\u7269\u4f53\uff0c\u5e76\u5c06\u6bcf\u4e2a\u5143\u7d20\u8f6c\u6362\u4e3a\u72ec\u7acb\u7684\u53ef\u7f16\u8f91\u56fe\u5c42\u3002\u8fd9\u610f\u5473\u7740\u7528\u6237\u53ef\u4ee5\u81ea\u7531\u62d6\u52a8\u548c\u7f16\u8f91\u8fd9\u4e9b\u5143\u7d20\uff0c\u5927\u5927\u7b80\u5316\u4e86\u4fee\u6539\u5de5\u4f5c\u3002<\/p>\n\n\n\n

11\u670813\u65e5\uff0c2025\u767e\u5ea6\u4e16\u754c\u5927\u4f1a\u4e0a\uff0c\u767e\u5ea6\u6b63\u5f0f\u5bf9\u5916\u53d1\u5e03\u539f\u751f\u5168\u6a21\u6001\u5927\u6a21\u578b\u6587\u5fc3\u5927\u6a21\u578b5.0\u3002\u6a21\u578b\u53c2\u6570\u91cf\u8fbe2.4\u4e07\u4ebf\uff0c\u91c7\u7528\u539f\u751f\u5168\u6a21\u6001\u7edf\u4e00\u5efa\u6a21\u6280\u672f\uff0c\u5177\u5907\u5168\u6a21\u6001\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\uff0c\u652f\u6301\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\u591a\u79cd\u4fe1\u606f\u7684\u8f93\u5165\u4e0e\u8f93\u51fa\u3002<\/p>\n\n\n\n

11\u670813\u65e5\uff0c\u5728\u767e\u5ea6\u4e16\u754c\u5927\u4f1a\u4e0a\uff0c\u5c0f\u5ea6\u79d1\u6280\u6b63\u5f0f\u63a8\u51fa\u5176\u5347\u7ea7\u7248\u7684\u591a\u6a21\u6001 AI \u52a9\u624b \u201c\u8d85\u80fd\u5c0f\u5ea6\u201d\u3002\u6b64\u6b21\u53d1\u5e03\u6807\u5fd7\u7740\u516c\u53f8\u5728\u4eba\u673a\u4ea4\u4e92\u6280\u672f\u4e0a\u7684\u91cd\u8981\u8fdb\u6b65\uff0c\u6570\u5343\u4e07\u53f0\u5df2\u552e\u7684\u5c0f\u5ea6\u8bbe\u5907\u4e5f\u5c06\u83b7\u5f97\u514d\u8d39\u5347\u7ea7\uff0c\u8ba9\u7528\u6237\u4f53\u9a8c\u66f4\u667a\u80fd\u7684\u751f\u6d3b\u65b9\u5f0f\u3002<\/p>\n\n\n\n

11\u670813\u65e5\uff0c\u52a8\u753b\u5236\u4f5cAgent OiiOii \u53d1\u5e03\uff0c\u5185\u7f6e\u827a\u672f\u603b\u76d1\u3001\u7f16\u5267\u7b49 7 \u4e2a\u667a\u80fd\u4f53\uff0c\u4ee5\u56e2\u961f\u534f\u4f5c\u6a21\u5f0f\u53d6\u4ee3\u7e41\u7410\u5de5\u5177\u94fe\u3002\u7528\u6237\u4ec5\u9700\u8f93\u5165\u6587\u672c\u6216\u53c2\u8003\u56fe\uff0c\u5373\u53ef\u4e00\u7ad9\u5f0f\u5b8c\u6210\u5267\u672c\u3001\u89d2\u8272\u8bbe\u8ba1\u3001\u955c\u5230\u526a\u8f91\u5168\u8fc7\u7a0b\uff0c\u5927\u5e45\u63d0\u5347\u4e8c\u521b\u53ca\u539f\u521b IP \u52a8\u753b\u5236\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n

11\u670813\u65e5\uff0c\u674e\u98de\u98de\u7684World Labs\u63a8\u51faMarble\u6b63\u5f0f\u7248\uff0c\u652f\u6301\u901a\u8fc7\u6587\u672c\u3001\u7167\u7247\u7b49\u591a\u79cd\u65b9\u5f0f\u751f\u6210\u6301\u4e45\u53163D\u73af\u5883\uff0c\u517c\u5bb9Apple Vision Pro\u548cMeta Quest 3\u3002<\/p>\n\n\n\n

11\u670813\u65e5\uff0cOpenAI\u53d1\u5e03GPT-5.1\u7cfb\u5217\u6a21\u578b\uff0c\u65b0\u589eGPT-5.1 Instant\u548cGPT-5.1 Thinking\u4e24\u4e2a\u67b6\u6784\uff0c\u5373\u65e5\u8d77\u5f00\u59cb\u7070\u5ea6\uff0c\u9010\u6b65\u5411\u7528\u6237\u63a8\u9001\u3002<\/p>\n\n\n\n

11\u670814\u65e5\uff0cChatGPT \u5ba3\u5e03\u4e0a\u7ebf\u7fa4\u804a\u6a21\u5f0f\uff0c\u53ef\u4ee5\u5728\u540c\u4e00\u5bf9\u8bdd\u4e2d\u62c9\u4e0d\u540c\u7684\u7528\u6237\u53c2\u4e0e\u7fa4\u804a\uff0c\u76ee\u524d\u5df2\u5728\u65e5\u672c\u3001\u65b0\u897f\u5170\u3001\u97e9\u56fd\u3001\u4e2d\u56fd\u53f0\u6e7e\u5730\u533a\u9762\u5411\u6240\u6709 ChatGPT \u7528\u6237\u5f00\u653e\uff0c\u5176\u4ed6\u5730\u533a\u540e\u7eed\u4f1a\u5f00\u653e\uff0c\u4e14\u652f\u6301\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u3002<\/p>\n\n\n\n

11\u670814\u65e5\uff0cGoogle\u5ba3\u5e03\u65d7\u4e0bAI\u7b14\u8bb0\u4e0e\u7814\u7a76\u52a9\u624bNotebookLM\u65b0\u589e”Deep Research”\u5de5\u5177\uff0c\u53ef\u81ea\u52a8\u5b8c\u6210\u590d\u6742\u5728\u7ebf\u8c03\u7814\uff0c\u5e76\u6269\u5c55\u652f\u6301Google Sheets\u3001Drive\u94fe\u63a5\u3001PDF\u53caMicrosoft Word\u7b49\u6587\u4ef6\u7c7b\u578b\uff0c\u5168\u90e8\u529f\u80fd\u5c06\u4e8e\u4e00\u5468\u5185\u9762\u5411\u6240\u6709\u7528\u6237\u63a8\u9001\u3002<\/p>\n\n\n\n

11\u670815\u65e5\uff0c\u963f\u91cc\u65d7\u4e0b\u901a\u4e49App\u540d\u79f0\u5df2\u53d8\u66f4\u4e3a\u5343\u95eeApp\uff0c\u7248\u672c\u53f7\u75313.59.1\u5347\u7ea7\u4e3a5.0.0\u3002<\/p>\n\n\n\n

\u767e\u5ea6\u6b63\u5f0f\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u7684\u591a\u6a21\u6001\u601d\u8003\u6a21\u578b \u2014\u2014ERNIE-4.5-VL-28B-A3B-Thinking\u3002\u8fd9\u4e2a\u65b0\u6a21\u578b\u4e0d\u4ec5\u5177\u5907\u5f3a\u5927\u7684\u8bed\u8a00\u5904\u7406\u80fd\u529b\uff0c\u8fd8\u5f15\u5165\u4e86 \u201c\u56fe\u50cf\u601d\u8003\u201d \u7684\u521b\u65b0\u529f\u80fd\uff0c\u610f\u5473\u7740\u5b83\u5728\u7406\u89e3\u548c\u5904\u7406\u56fe\u50cf\u65b9\u9762\u6709\u4e86\u663e\u8457\u63d0\u5347\u3002\u767e\u5ea6\u4ecb\u7ecd\uff0cERNIE-4.5-VL \u6a21\u578b\u91c7\u7528\u4e86\u4ec5\u67093B \u7684\u6fc0\u6d3b\u53c2\u6570\uff0c\u5c55\u73b0\u51fa\u4f18\u79c0\u7684\u8ba1\u7b97\u6548\u7387\u548c\u7075\u6d3b\u6027\u3002\u8fd9\u4e00\u8bbe\u8ba1\u4f7f\u5f97\u6a21\u578b\u5728\u5904\u7406\u591a\u79cd\u4efb\u52a1\u65f6\uff0c\u80fd\u591f\u8fc5\u901f\u54cd\u5e94\u5e76\u4fdd\u6301\u9ad8\u6548\uff0c\u5145\u5206\u6ee1\u8db3\u65e5\u76ca\u589e\u957f\u7684 AI \u5e94\u7528\u9700\u6c42\u3002<\/p>\n\n\n\n

Qwen Code v0.2.1\u7248\u672c\u6b63\u5f0f\u53d1\u5e03\u3002\u672c\u6b21\u66f4\u65b0\u7684\u4eae\u70b9\u5305\u62ec\uff1a\u7528\u6237\u53ef\u4eab\u6bcf\u65e52000\u6b21\u514d\u8d39\u7f51\u7edc\u641c\u7d22\uff0c\u589e\u5f3a\u4ee3\u7801\u7f16\u8f91\u7cbe\u5ea6\u548c\u7cbe\u7ec6\u63a7\u5236\uff0c\u652f\u6301temperature\u3001top_p\u548cmax tokens\u53c2\u6570\u914d\u7f6e\uff0c\u589e\u52a0Zed IDE\u96c6\u6210\u4ee5\u63d0\u5347\u5f00\u53d1\u6d41\u6548\u7387\uff0c\u7b80\u5316\u8f93\u51fa\u683c\u5f0f\uff0c\u5e76\u589e\u5f3a\u641c\u7d22\u529f\u80fd\uff0c\u652f\u6301.gitignore\u8fc7\u6ee4\u548c\u667a\u80fd\u7b5b\u9009\u3002\u6b64\u5916\uff0c\u8fd8\u8fdb\u884c\u4e86\u6574\u4f53\u6027\u80fd\u4f18\u5316\uff0c\u5305\u62ec\u96f6\u5f00\u9500\u5339\u914d\u548cUnicode\u5904\u7406\u3002<\/p>\n\n\n\n

issue147 2025.11.17-11.23<\/strong><\/p>\n\n\n\n

11\u670817\u65e5\uff0cxAI\u6b63\u5f0f\u53d1\u5e03Grok 4.1\uff0c\u63a8\u52a8\u5bf9\u8bdd\u667a\u80fd\u548c\u60c5\u611f\u7406\u89e3\u7684\u65b0\u6807\u51c6\u3002\u6b64\u7248\u672c\u5728\u6240\u6709\u4e3b\u8981\u6392\u884c\u699c\u4e2d\u5360\u636e\u9886\u5148\u4f4d\u7f6e\uff0c\u601d\u8003\u6a21\u5f0f\u83b7\u5f971483\u7684Elo\u5206\u6570\uff0c\u975e\u601d\u8003\u6a21\u5f0f\u4e5f\u9ad8\u8fbe1465\u3002Grok 4.1\u4e8egrok.com\u53ca\u79fb\u52a8\u5e94\u7528\u4e2d\u5411\u6240\u6709\u7528\u6237\uff08\u5305\u62ec\u514d\u8d39\u7528\u6237\uff09\u5f00\u653e\uff0c\u5e76\u5728Auto\u6a21\u5f0f\u4e0b\u9ed8\u8ba4\u542f\u7528\u3002\u66f4\u65b0\u540e\uff0c\u8be5\u6a21\u578b\u5728\u901f\u5ea6\u3001\u8d28\u91cf\u548c\u60c5\u611f\u667a\u80fd\u65b9\u9762\u5b9e\u73b0\u5168\u65b9\u4f4d\u5347\u7ea7\uff0c\u540c\u65f6\u663e\u8457\u964d\u4f4e\u4e86\u5e7b\u89c9\u7387\u3002<\/p>\n\n\n\n

11\u670818\u65e5\uff0c\u8c37\u6b4c\u6b63\u5f0f\u53d1\u5e03Gemini 3\uff0c\u6807\u5fd7\u7740\u901a\u5f80\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u91cd\u8981\u4e00\u6b65\u3002\u4f5c\u4e3a\u5168\u7403\u9886\u5148\u7684\u591a\u6a21\u6001\u7406\u89e3\u6a21\u578b\uff0cGemini 3\u88ab\u79f0\u4e3a\u6700\u5f3a\u5927\u7684Agent\u548cCoding\u6a21\u578b\uff0c\u80fd\u591f\u63d0\u4f9b\u66f4\u4e30\u5bcc\u7684\u53ef\u89c6\u5316\u6548\u679c\u548c\u6df1\u5ea6\u4ea4\u4e92\u4f53\u9a8c\u3002\u8fd9\u4e00\u65b0\u6a21\u578b\u5efa\u7acb\u5728\u5148\u8fdb\u7684\u63a8\u7406\u80fd\u529b\u4e4b\u4e0a\uff0c\u73b0\u5df2\u63a8\u51faGemini 3 Pro\u9884\u89c8\u7248\uff08gemini-3-pro-preview\uff09\uff0c\u5e76\u6574\u5408\u5230\u8c37\u6b4c\u7684\u5168\u6808\u4ea7\u54c1\u4e2d\uff0c\u4f9b\u7528\u6237\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u5b66\u4e60\u548c\u89c4\u5212\u3002\u540c\u65f6\uff0cGemini 3 Deep Think\u6a21\u5f0f\u589e\u5f3a\u4e86\u63a8\u7406\u6027\u80fd\uff0c\u672a\u6765\u5c06\u5411Google AI Ultra\u8ba2\u9605\u7528\u6237\u5f00\u653e\u3002<\/p>\n\n\n\n

11\u670818\u65e5\uff0c\u8c37\u6b4c\u5ba3\u5e03\u63a8\u51faGoogle Antigravity\uff0c\u8fd9\u662f\u4e00\u4e2a\u65b0\u7684\u4ee3\u7406\u5f0f\u5f00\u53d1\u5e73\u53f0\uff0c\u65e8\u5728\u5c06\u8f6f\u4ef6\u5f00\u53d1\u5e26\u5165\u201c\u667a\u80fd\u4f53\u65f6\u4ee3\u201d\u3002Antigravity\u4e0eGemini 3\u7d27\u5bc6\u96c6\u6210\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u901a\u8fc7\u7ba1\u7406\u5de5\u4f5c\u533a\u4e2d\u7684\u667a\u80fd\u4ee3\u7406\uff08Agents\uff09\u6765\u8fdb\u884c\u8de8\u754c\u9762\u81ea\u4e3b\u64cd\u4f5c\uff0c\u5305\u62ec\u7f16\u8f91\u5668\u3001\u7ec8\u7aef\u548c\u6d4f\u89c8\u5668\u7684\u4efb\u52a1\u81ea\u52a8\u5316\u3002\u8be5\u5e73\u53f0\u5177\u5907\u72ec\u7279\u7684Artifacts\u673a\u5236\uff0c\u4e3a\u5f00\u53d1\u8fc7\u7a0b\u63d0\u4f9b\u900f\u660e\u7684\u53ef\u5ba1\u67e5\u4efb\u52a1\u8bb0\u5f55\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u8fdb\u884c\u53cd\u9988\u548c\u8c03\u6574\u3002<\/p>\n\n\n\n

11\u670818\u65e5\uff0c\u8682\u8681\u96c6\u56e2\u63a8\u51fa\u201c\u7075\u5149\u201d\u5e94\u7528\uff0c\u6807\u5fd7\u7740\u5176\u5728\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u6218\u7565\u4e2d\u7684\u91cd\u8981\u4e00\u6b65\u3002\u8be5\u5e94\u7528\u9996\u6279\u4e0a\u7ebf\u4e09\u5927\u6838\u5fc3\u529f\u80fd\uff1a\u201c\u7075\u5149\u5bf9\u8bdd\u201d\u3001\u201c\u7075\u5149\u95ea\u5e94\u7528\u201d\u548c\u201c\u7075\u5149\u5f00\u773c\u201d\uff0c\u76ee\u524d\u5df2\u5728\u5b89\u5353\u548c\u82f9\u679c\u5e94\u7528\u5546\u5e97\u4e0a\u7ebf\u3002\u7279\u522b\u662f\u201c\u7075\u5149\u95ea\u5e94\u7528\u201d\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u572830\u79d2\u5185\u751f\u6210\u5c0f\u5e94\u7528\uff0c\u8fc5\u901f\u5c06\u521b\u610f\u8f6c\u5316\u4e3a\u7a0b\u5e8f\uff0c\u652f\u6301\u591a\u6a21\u6001\u5185\u5bb9\u8f93\u51fa\uff0c\u5305\u62ec3D\u6a21\u578b\u548c\u97f3\u9891\u7b49\u3002\u4e0a\u7ebf\u4e24\u5929\u5185\uff0c\u8be5\u5e94\u7528\u5df2\u5438\u5f15\u8d85\u8fc750\u4e07\u6b21\u4e0b\u8f7d\uff0c\u4e0a\u7ebf4\u5929\uff0c\u7528\u6237\u7834\u767e\u4e07\u3002<\/p>\n\n\n\n

11\u670820\u65e5\uff0cOpenAI\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u7684\u667a\u80fd\u4f53\u7f16\u7a0b\u6a21\u578bGPT\u20115.1\u2011Codex\u2011Max\uff0c\u8fd9\u4e00\u6a21\u578b\u57fa\u4e8eOpenAI\u6700\u65b0\u7684\u63a8\u7406\u6a21\u578b\u6253\u9020\uff0c\u4e13\u95e8\u9762\u5411\u8f6f\u4ef6\u5de5\u7a0b\u3001\u7814\u7a76\u3001\u6570\u5b66\u7b49\u590d\u6742\u4efb\u52a1\u8fdb\u884c\u8bad\u7ec3\u3002\u4e0e\u6b64\u540c\u65f6\uff0cOpenAI\u8fd8\u5c06GPT-5 Pro\u5347\u7ea7\u4e3aGPT-5.1 Pro\uff0c\u8fd9\u4e00\u6a21\u578b\u5728\u5199\u4f5c\u3001\u6570\u636e\u5206\u6790\u7b49\u65b9\u9762\u7684\u80fd\u529b\u6bd4\u524d\u4e00\u4ee3\u6a21\u578b\u66f4\u5f3a\u3002\u4e0d\u8fc7\uff0cOpenAI\u5e76\u672a\u62ab\u9732\u66f4\u591aGPT-5.1 Pro\u7684\u7ec6\u8282\u3002<\/p>\n\n\n\n

11\u670820\u65e5\uff0c\u8c37\u6b4c\u6b63\u5f0f\u63a8\u51fa\u4e86\u5168\u65b0\u56fe\u50cf\u751f\u6210\u4e0e\u7f16\u8f91\u6a21\u578b Nano Banana Pro (Gemini 3 Pro Image)\u3002\u8be5\u6a21\u578b\u57fa\u4e8e Gemini 3 Pro \u67b6\u6784\u6784\u5efa\uff0c\u53f7\u79f0\u80fd\u4ee5\u201c\u524d\u6240\u672a\u6709\u7684\u63a7\u5236\u529b\u3001\u5b8c\u7f8e\u7684\u6587\u5b57\u6e32\u67d3\u6548\u679c\u4ee5\u53ca\u589e\u5f3a\u7684\u4e16\u754c\u77e5\u8bc6\u50a8\u5907\u201d\uff0c\u5c06\u7528\u6237\u7684\u6784\u60f3\u8f6c\u5316\u4e3a\u201c\u5de5\u4f5c\u5ba4\u7ea7\uff08studio-quality\uff09\u201d\u7684\u8bbe\u8ba1\u4f5c\u54c1\u3002\u76f8\u6bd4\u4eca\u5e74 9 \u6708\u53d1\u5e03\u3001\u56e0\u751f\u6210\u8d85\u5199\u5b9e 3D \u624b\u529e\u800c\u8d70\u7ea2\u7684\u521d\u4ee3\u6a21\u578b\uff0c\u6b64\u6b21\u66f4\u65b0\u4ee3\u8868\u4e86\u8c37\u6b4c\u5728\u56fe\u50cf\u751f\u6210\u9886\u57df\u7684\u53c8\u4e00\u6b21\u91cd\u8981\u8dc3\u5347\u3002<\/p>\n\n\n\n

11\u670821\u65e5\uff0cManus \u63a8\u51fa Browser Operator \u529f\u80fd\uff0c\u8ba9\u4f60\u80fd\u5728\u73b0\u6709\u7684 Chrome \u6d4f\u89c8\u5668\u91cc\u76f4\u63a5\u5b8c\u6210 agent \u4efb\u52a1\u3002<\/p>\n\n\n\n

11\u670822\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u5b98\u5ba3\u63a8\u51fa\u4e86\u201c\u4e00\u53e5\u8bdd\u751f\u89c6\u9891\u201d\u80fd\u529b\uff0c\u4e3a\u7528\u6237\u5e26\u6765\u4e86\u201c\u4eba\u4eba\u90fd\u662f\u89c6\u9891\u521b\u4f5c\u8005\u201d\u7684\u5168\u65b0\u4f53\u9a8c\u3002\u7528\u6237\u73b0\u5728\u65e0\u9700\u4efb\u4f55\u89c6\u9891\u526a\u8f91\u57fa\u7840\uff0c\u901a\u8fc7\u5143\u5b9d\u5c31\u80fd\u5c06\u8111\u6d77\u4e2d\u7684\u4e00\u53e5\u8bdd\u6784\u601d\uff0c\u6216\u624b\u673a\u91cc\u7684\u4e00\u5f20\u9759\u6001\u7167\u7247\uff0c\u5feb\u901f\u8f6c\u5316\u4e3a\u4e00\u6bb5\u751f\u52a8\u7684\u89c6\u9891\uff0c\u8be5\u80fd\u529b\u5e95\u5c42\u6280\u672f\u57fa\u4e8e\u817e\u8baf\u6df7\u5143\u6700\u65b0\u5f00\u6e90\u7684 HunyuanVideo 1.5 \u6a21\u578b\u3002<\/p>\n\n\n\n

11\u670822\u65e5\uff0cCursor \u53d1\u5e03 2.1 \u7248\u672c\uff0c\u63a8\u51fa\u4e86\u591a\u4e2a\u65e8\u5728\u63d0\u5347\u7f16\u7801\u4f53\u9a8c\u7684\u65b0\u529f\u80fd\u3002\u66f4\u65b0\u4e2d\u5305\u62ec\u6539\u8fdb\u7684\u8ba1\u5212\u6a21\u5f0f\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u597d\u5730\u7ec4\u7ec7\u7f16\u7801\u4efb\u52a1\uff0c\u4ee5\u53ca\u76f4\u63a5\u96c6\u6210\u5728\u7f16\u8f91\u5668\u4e2d\u7684 AI \u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\uff0c\u5b9e\u65f6\u63d0\u4f9b\u4ee3\u7801\u8d28\u91cf\u53cd\u9988\u3002\u6b64\u5916\uff0cInstant Grep \u529f\u80fd\u4f7f\u7528\u6237\u80fd\u591f\u5feb\u901f\u641c\u7d22\u548c\u83b7\u53d6\u4ee3\u7801\u7247\u6bb5\uff0c\u7b80\u5316\u4e86\u5f00\u53d1\u8fc7\u7a0b\uff0c\u63d0\u5347\u4e86\u7a0b\u5e8f\u5458\u7684\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n\n\n\n

issue148 2025.11.24-11.30<\/strong><\/p>\n\n\n\n

\u5c0f\u7c73\u53d1\u5e03\u5177\u8eab\u5927\u6a21\u578bMiMo-Embodied\uff0c\u5e76\u5ba3\u5e03\u5168\u9762\u5f00\u6e90\u3002\u8be5\u6a21\u578b\u662f\u4e1a\u754c\u9996\u4e2a\u6210\u529f\u6253\u901a\u81ea\u52a8\u9a7e\u9a76\u4e0e\u5177\u8eab\u667a\u80fd\u7684\u8de8\u57df\u57fa\u5ea7\u6a21\u578b\uff0c\u65e8\u5728\u89e3\u51b3\u673a\u5668\u4eba\u4e0e\u8f66\u8f86\u4e4b\u95f4\u7684\u8ba4\u77e5\u4e0e\u80fd\u529b\u4e92\u901a\u95ee\u9898\uff0c\u4fc3\u8fdb\u5ba4\u5185\u5916\u667a\u80fd\u4f5c\u4e1a\u7684\u534f\u540c\u3002MiMo-Embodied\u652f\u6301\u53ef\u4f9b\u6027\u63a8\u7406\u3001\u4efb\u52a1\u89c4\u5212\u548c\u7a7a\u95f4\u7406\u89e3\u7b49\u4e09\u5927\u5177\u8eab\u667a\u80fd\u6838\u5fc3\u4efb\u52a1\uff0c\u4ee5\u53ca\u73af\u5883\u611f\u77e5\u3001\u72b6\u6001\u9884\u6d4b\u548c\u9a7e\u9a76\u89c4\u5212\u7b49\u4e09\u5927\u81ea\u52a8\u9a7e\u9a76\u5173\u952e\u4efb\u52a1\uff0c\u4e3a\u672a\u6765\u667a\u80fd\u8bbe\u5907\u7684\u8fde\u63a5\u4e0e\u534f\u4f5c\u63d0\u4f9b\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n

11\u670824\u65e5\uff0cMeta\u63a8\u51faWorldGen\uff0c\u4e00\u6b3e\u9769\u547d\u6027\u7684\u5de5\u5177\uff0c\u7528\u6237\u53ea\u9700\u8f93\u5165\u4e00\u53e5\u8bdd\u5373\u53ef\u751f\u621050\u7c73\u00d750\u7c73\u7684\u53ef\u4ea4\u4e923D\u4e16\u754c\u3002\u8be5\u6280\u672f\u7ed3\u5408\u591a\u9879AI\u521b\u65b0\uff0c\u80fd\u591f\u521b\u5efa\u9ad8\u8d28\u91cf\u3001\u5168\u7eb9\u7406\u7684\u4e09\u7ef4\u573a\u666f\uff0c\u786e\u4fdd\u5efa\u7b51\u3001\u5730\u5f62\u7b49\u5143\u7d20\u5728\u98ce\u683c\u548c\u7ed3\u6784\u4e0a\u7684\u4e00\u81f4\u6027\u3002\u8fd9\u79cd\u751f\u6210\u5185\u5bb9\u53ef\u76f4\u63a5\u5bfc\u5165Unity\uff0c\u4e3a\u6e38\u620f\u5f00\u53d1\u548c\u6a21\u62df\u4eff\u771f\u7b49\u9886\u57df\u5e26\u6765\u4e86\u65b0\u7684\u4fbf\u5229\uff0c\u663e\u8457\u63d0\u5347\u4e86\u751f\u6210\u8d28\u91cf\u548c\u4e00\u81f4\u6027\uff0c\u76f8\u8f83\u4e8e\u73b0\u6709\u65b9\u6cd5\u5177\u5907\u660e\u663e\u4f18\u52bf\u3002<\/p>\n\n\n\n

11\u670824\u65e5\uff0c\u5fae\u8f6f\u5ba3\u5e03\u63a8\u51fa7B\u53c2\u6570AI\u6a21\u578bFara-7B\uff0c\u5b9a\u4f4d\u4e3a\u201c\u8ba1\u7b97\u673a\u4f7f\u7528\u4ee3\u7406\uff08Computer Use Agent\uff0c CUA\uff09\u201d\uff0c\u53ef\u76f4\u63a5\u5728\u7528\u6237\u672c\u5730\u8bbe\u5907\u4e0a\u8fd0\u884c\u590d\u6742\u4efb\u52a1\u3002Fara-7B\u4e0d\u4ec5\u5b9e\u73b0\u4e86\u540c\u7b49\u89c4\u6a21\u4e0b\u7684\u6700\u4f73\u6027\u80fd\uff0c\u8fd8\u4f7fAI\u4ee3\u7406\u6446\u8131\u4e86\u5bf9\u5e9e\u5927\u4e91\u7aef\u6a21\u578b\u7684\u4f9d\u8d56\uff0c\u53ef\u5728\u8d44\u6e90\u6709\u9650\u7684\u7cfb\u7edf\u4e0a\u5b9e\u73b0\u4f4e\u5ef6\u65f6\u4e0e\u66f4\u5f3a\u7684\u6570\u636e\u9690\u79c1\u4fdd\u969c\u3002<\/p>\n\n\n\n

11\u670824\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u63a8\u51fa\u5168\u65b0\u5f00\u6e90\u6a21\u578bHunyuanOCR\uff0c\u53c2\u6570\u4ec5\u4e3a1B\uff0c\u4f9d\u6258\u4e8e\u6df7\u5143\u539f\u751f\u591a\u6a21\u6001\u67b6\u6784\u6253\u9020\uff0c\u83b7\u5f97\u591a\u9879\u4e1a\u754cOCR\u5e94\u7528\u699c\u5355SOTA\uff08\u6700\u5148\u8fdb\u6c34\u5e73\uff09\u6210\u7ee9\u3002<\/p>\n\n\n\n

11\u670825\u65e5\uff0cAnthropic\u63a8\u51fa\u6700\u65b0AI\u6a21\u578bClaude Opus 4.5\uff0c\u8be5\u6a21\u578b\u5728\u7f16\u7801\u6d4b\u8bd5\u4e2d\u9996\u6b21\u8d85\u8d8a\u4eba\u7c7b\u5de5\u7a0b\u5e08\u3002\u6839\u636e\u56fd\u9645\u516c\u8ba4\u7684AI\u7f16\u7a0b\u8bc4\u4f30\u57fa\u51c6SWE-bench\uff0cOpus 4.5\u5728\u201c\u4ee3\u7406\u5f0f\u7f16\u7a0b\u201d\u65b9\u9762\u7684\u8868\u73b0\u8d85\u8fc7\u4e86\u8c37\u6b4c\u7684Gemini 3 Pro\u548cOpenAI\u7684GPT-5.1\uff0c\u6210\u4e3a\u8be5\u9886\u57df\u7684\u65b0\u6807\u6746\u3002\u8fd9\u4e00\u6a21\u578b\u65e8\u5728\u66f4\u597d\u5730\u81ea\u52a8\u5316\u7f16\u7801\u548c\u529e\u516c\u4efb\u52a1\uff0cAnthropic\u5e0c\u671b\u901a\u8fc7\u6b64\u6280\u672f\u5728\u4e0eOpenAI\u548c\u8c37\u6b4c\u7684\u7ade\u4e89\u4e2d\u5360\u636e\u4f18\u52bf\u3002Opus 4.5\u7684\u53d1\u5e03\u6807\u5fd7\u7740AI\u6280\u672f\u5728\u4e13\u4e1a\u9886\u57df\u7684\u663e\u8457\u8fdb\u6b65\u3002<\/p>\n\n\n\n

11\u670825\u65e5\uff0cChatGPT \u8bed\u97f3\u6a21\u5f0f\u73b0\u5df2\u76f4\u63a5\u96c6\u6210\u5230\u804a\u5929\u754c\u9762\u4e2d\u3002\u7528\u6237\u53ef\u5728\u8bed\u97f3\u5bf9\u8bdd\u671f\u95f4\u67e5\u770b\u6240\u6709\u6d88\u606f\u548c\u5176\u4ed6\u5185\u5d4c\u7ec4\u4ef6\u3002\u5df2\u9762\u5411\u6240\u6709\u79fb\u52a8\u7aef\u548c\u7f51\u9875\u7aef\u7528\u6237\u63a8\u51fa\u3002<\/p>\n\n\n\n

11\u670825\u65e5\uff0cOpenAI\u6b63\u5f0f\u5728ChatGPT\u5185\u4e0a\u7ebf\u201cshopping research\u201d\u8d2d\u7269\u7814\u7a76\u529f\u80fd\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u9488\u5bf9\u5177\u4f53\u9700\u6c42\u7684\u5546\u54c1\u7814\u7a76\u4e0e\u5bf9\u6bd4\u80fd\u529b\u3002\u8be5\u529f\u80fd\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u7279\u522b\u8bad\u7ec3\u7684GPT-5 mini\u7248\u672c\uff0c\u80fd\u591f\u6293\u53d6\u96f6\u552e\u7f51\u7ad9\u7684\u5546\u54c1\u4fe1\u606f\u3001\u6574\u7406\u5bf9\u6bd4\uff0c\u5e76\u751f\u6210\u4e2a\u6027\u5316\u8d2d\u4e70\u6307\u5357\u3002<\/p>\n\n\n\n

11\u670826\u65e5\uff0c\u9ed1\u68ee\u6797\u5b9e\u9a8c\u5ba4\u6b63\u5f0f\u63a8\u51faFLUX.2\u6a21\u578b\uff0c\u76ee\u524d\u5df2\u5728fal\u5e73\u53f0\u4e0a\u7ebf\u3002\u8fd9\u4e00\u7248\u672c\u6807\u5fd7\u7740\u5728\u4e00\u81f4\u573a\u666f\u751f\u6210\u3001\u8d85\u73b0\u5b9e\u89d2\u8272\u521b\u5efa\u548c\u7cbe\u786e\u8272\u5f69\u63a7\u5236\uff08\u53ef\u7cbe\u786e\u5230HEX\u4ee3\u7801\uff09\u7684\u91cd\u5927\u8fdb\u5c55\u3002<\/p>\n\n\n\n

11\u670828\u65e5\uff0cDeepSeek\u63a8\u51fa\u65b0\u578b\u6570\u5b66\u63a8\u7406\u6a21\u578bDeepSeekMath-V2\uff0c\u91c7\u7528\u53ef\u81ea\u6211\u9a8c\u8bc1\u7684\u8bad\u7ec3\u6846\u67b6\u3002\u8be5\u6a21\u578b\u57fa\u4e8eDeepSeek-V3.2-Exp-Base\u6784\u5efa\uff0c\u901a\u8fc7LLM\u9a8c\u8bc1\u5668\u81ea\u52a8\u5ba1\u67e5\u751f\u6210\u7684\u6570\u5b66\u8bc1\u660e\uff0c\u5e76\u5229\u7528\u9ad8\u96be\u5ea6\u6837\u672c\u6301\u7eed\u4f18\u5316\u6027\u80fd\u3002\u5728IMO 2025\u548cCMO 2024\u4e2d\u5747\u8fbe\u5230\u91d1\u724c\u6c34\u5e73\uff0cPutnam 2024\u83b7118\/120\u5206\u3002\u56e2\u961f\u8868\u793a\uff0c\u8be5\u6210\u679c\u9a8c\u8bc1\u4e86\u81ea\u9a8c\u8bc1\u63a8\u7406\u8def\u5f84\u7684\u53ef\u884c\u6027\uff0c\u4e3a\u6784\u5efa\u53ef\u9760\u6570\u5b66\u667a\u80fd\u7cfb\u7edf\u63d0\u4f9b\u65b0\u65b9\u5411\u3002\u6a21\u578b\u4ee3\u7801\u4e0e\u6743\u91cd\u5df2\u5f00\u6e90\uff0c\u53d1\u5e03\u4e8eHugging Face\u53caGitHub\u5e73\u53f0\u3002<\/p>\n\n\n\n

11\u670828\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u6b63\u5f0f\u63a8\u51fa\u6df7\u51433D Studio 1.1\uff0c\u5e76\u6b63\u5f0f\u63a5\u5165\u5168\u65b0\u7f8e\u672f\u7ea73D\u751f\u6210\u5927\u6a21\u578bhunyuan 3D PolyGen 1.5\uff0c\u652f\u6301AI\u76f4\u63a5\u751f\u6210\u5177\u5907\u4e13\u4e1a\u5e03\u7ebf\u7ed3\u6784\u7684\u539f\u751f\u56db\u8fb9\u5f62\u7f51\u683c3D\u8d44\u4ea7\u3002<\/p>\n\n\n\n

Lovart\u66f4\u65b0\u4e86\u540d\u4e3aTouch Edit\u7684\u72ec\u7279\u529f\u80fd\uff0c\u8fd9\u4e00\u529f\u80fd\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u7b80\u5355\u7684\u70b9\u51fb\u64cd\u4f5c\u5b9e\u73b0\u7cbe\u51c6\u7684\u56fe\u50cf\u4fee\u6539\u3002\u7528\u6237\u53ea\u9700\u6309\u4f4fCmd\/Ctrl\u5e76\u70b9\u51fb\u8981\u4fee\u6539\u7684\u5143\u7d20\uff0c\u7cfb\u7edf\u4fbf\u80fd\u81ea\u52a8\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u63d0\u4f9b\u76f4\u89c2\u7684\u4e92\u52a8\u4f53\u9a8c\u3002Touch Edit\u7684\u76ee\u6807\u662f\u652f\u6301\u7528\u6237\u5728\u56fe\u50cf\u5904\u7406\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u5c40\u90e8\u7cbe\u51c6\u4fee\u6539\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u62a0\u56fe\u6216\u6d82\u62b9\u3002\u8fd9\u4e00\u521b\u65b0\u529f\u80fd\u663e\u8457\u63d0\u5347\u4e86\u56fe\u50cf\u7f16\u8f91\u7684\u4fbf\u6377\u6027\uff0c\u4f7f\u5f97\u8bbe\u8ba1\u8fc7\u7a0b\u66f4\u4e3a\u9ad8\u6548\u3002<\/p>\n\n\n\n

issue149 2025.12.1-12.7<\/strong><\/p>\n\n\n\n

\u672c\u5468\uff0cChatGPT\u53d1\u5e03\u4e09\u5468\u5e74\u4e86\u3002<\/p>\n\n\n\n

12\u67081\u65e5\uff0cDeepSeek\u5ba3\u5e03\u540c\u65f6\u53d1\u5e03\u4e24\u4e2a\u6b63\u5f0f\u7248\u6a21\u578b\uff1aDeepSeek-V3.2 \u548c DeepSeek-V3.2-Speciale\u3002DeepSeek-V3.2 \u7684\u76ee\u6807\u662f\u5e73\u8861\u63a8\u7406\u80fd\u529b\u4e0e\u8f93\u51fa\u957f\u5ea6\uff0c\u9002\u5408\u65e5\u5e38\u4f7f\u7528\uff0c\u4f8b\u5982\u95ee\u7b54\u573a\u666f\u548c\u901a\u7528 Agent \u4efb\u52a1\u573a\u666f\u3002DeepSeek-V3.2-Speciale \u7684\u76ee\u6807\u662f\u5c06\u5f00\u6e90\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u63a8\u5411\u6781\u81f4\uff0c\u63a2\u7d22\u6a21\u578b\u80fd\u529b\u7684\u8fb9\u754c\u3002\u540e\u8005\u76ee\u524d\u4ec5\u901a\u8fc7API\u63d0\u4f9b\u3002<\/p>\n\n\n\n

12\u67081\u65e5\uff0c\u8c46\u5305\u624b\u673a\u52a9\u624b\u8fde\u540c\u4f53\u9a8c\u8bbe\u5907nubia M153\u53d1\u5e03\u6280\u672f\u9884\u89c8\u7248\u3002\u8c46\u5305\u624b\u673a\u52a9\u624b\u662f\u4e00\u6b3e\u57fa\u4e8e\u8c46\u5305App\u7684AI\u52a9\u624b\u8f6f\u4ef6\uff0c\u65e8\u5728\u901a\u8fc7\u4e0e\u624b\u673a\u5382\u5546\u7684\u64cd\u4f5c\u7cfb\u7edf\u5408\u4f5c\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4fbf\u6377\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002\u8be5\u52a9\u624b\u4f9d\u6258\u8c46\u5305\u5927\u6a21\u578b\uff0c\u5177\u5907\u56fd\u9645\u4e00\u6d41\u6c34\u5e73\u7684\u63a8\u7406\u3001\u89c6\u89c9\u7406\u89e3\u3001\u56fe\u50cf\u521b\u4f5c\u3001\u89c6\u9891\u751f\u6210\u548c\u8bed\u97f3\u80fd\u529b\uff0c\u5e76\u5728\u56fe\u5f62\u754c\u9762\u64cd\u4f5c\u4e2d\u8868\u73b0\u5353\u8d8a\uff0c\u80fd\u591f\u9ad8\u6548\u5b8c\u6210\u590d\u6742\u624b\u673a\u4efb\u52a1\u3002\u8c46\u5305\u4e0d\u8ba1\u5212\u81ea\u7814\u624b\u673a\uff0c\u76ee\u524d\u6b63\u4e0e\u591a\u5bb6\u5382\u5546\u6d3d\u8c08\u751f\u6001\u5408\u4f5c\uff0c\u4ee5\u5c06\u624b\u673a\u52a9\u624b\u6574\u5408\u8fdb\u4e0d\u540c\u54c1\u724c\u673a\u578b\u4e2d\uff0c\u76f8\u5173\u8fdb\u5c55\u5c06\u9646\u7eed\u516c\u5e03\u3002<\/p>\n\n\n\n

12\u67081\u65e5\uff0c\u53ef\u7075AI\u53d1\u5e03\u5168\u65b0\u7684\u521b\u4f5c\u5de5\u5177\u201c\u53ef\u7075O1\u201d\uff0c\u5b9a\u4f4d\u4e3a\u9996\u4e2a\u5927\u4e00\u7edf\u7684\u591a\u6a21\u6001\u521b\u4f5c\u5e73\u53f0\u3002\u8fd9\u6b3e\u5de5\u5177\u6574\u5408\u4e86\u6587\u5b57\u3001\u89c6\u9891\u3001\u56fe\u7247\u53ca\u4e3b\u4f53\u7b49\u591a\u79cd\u8f93\u5165\uff0c\u65e8\u5728\u89e3\u51b3AI\u89c6\u9891\u751f\u6210\u4e2d\u7684\u89d2\u8272\u548c\u573a\u666f\u4e00\u81f4\u6027\u95ee\u9898\uff0c\u4e3a\u5f71\u89c6\u3001\u81ea\u5a92\u4f53\u53ca\u5e7f\u544a\u7535\u5546\u7b49\u884c\u4e1a\u63d0\u4f9b\u6df1\u5ea6\u9002\u914d\u7684\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\u3002\u53ef\u7075O1\u4f9d\u6258\u7edf\u4e00\u6a21\u578b\u7684\u6df1\u5c42\u8bed\u4e49\u7406\u89e3\uff0c\u7528\u6237\u901a\u8fc7\u7b80\u5355\u7684\u5bf9\u8bdd\u5373\u53ef\u7cbe\u51c6\u751f\u6210\u5185\u5bb9\uff0c\u5e76\u5b9e\u73b0\u591a\u89c6\u89d2\u4e0b\u4e3b\u4f53\u7279\u5f81\u7684\u7a33\u5b9a\u6027\uff0c\u786e\u4fdd\u753b\u9762\u8fde\u8d2f\u6d41\u7545\u3002<\/p>\n\n\n\n

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Google\u6b63\u5f0f\u53d1\u5e03\u4e86Gemini 3 Deep Think\u6a21\u5f0f\uff0c\u8fd9\u4e00\u589e\u5f3a\u7248\u5728Gemini 3 Pro\u7684\u57fa\u7840\u4e0a\u63d0\u5347\u4e86\u7b97\u529b\u4e0e\u65b0\u6280\u672f\uff0c\u65e8\u5728\u589e\u5f3a\u590d\u6742\u6570\u5b66\u3001\u79d1\u5b66\u548c\u903b\u8f91\u63a8\u7406\u80fd\u529b\u3002\u8be5\u6a21\u5f0f\u73b0\u5df2\u5411AI Ultra\u8ba2\u9605\u7528\u6237\u5f00\u653e\uff0c\u6807\u5fd7\u7740\u53c8\u4e00\u91cd\u5927\u8fdb\u5c55\u3002\u636e\u6089\uff0c\u8be5\u7248\u672c\u80fd\u591f\u6709\u6548\u63d0\u5347\u63a8\u7406\u8868\u73b0\uff0c\u8fdb\u4e00\u6b65\u63a8\u8fdb\u4eba\u5de5\u667a\u80fd\u5728\u9ad8\u96be\u5ea6\u4efb\u52a1\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n

\u4e9a\u9a6c\u900a\u6b63\u5f0f\u63a8\u51fa\u5168\u65b0\u7684Nova2\u6a21\u578b\u7cfb\u5217\uff0c\u5305\u62ec\u56db\u6b3e\u65b0\u6a21\u578b\u53ca\u5176\u76f8\u5173\u670d\u52a1\uff0c\u65e8\u5728\u63d0\u5347\u63a8\u7406\u548c\u591a\u6a21\u6001\u5904\u7406\u80fd\u529b\u3002Nova2Lite\u662f\u4e00\u6b3e\u7ecf\u6d4e\u578b\u63a8\u7406\u6a21\u578b\uff0c\u4e13\u4e3a\u65e5\u5e38\u5de5\u4f5c\u8d1f\u8f7d\u8bbe\u8ba1\uff0c\u80fd\u5904\u7406\u6587\u672c\u3001\u56fe\u50cf\u548c\u89c6\u9891\uff0c\u5e76\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u4e8e\u7ade\u4e89\u5bf9\u624b\u3002Nova2Pro\u5219\u662f\u667a\u80fd\u63a8\u7406\u6a21\u578b\uff0c\u9002\u5408\u5904\u7406\u590d\u6742\u4efb\u52a1\uff0c\u5177\u5907\u7f51\u9875\u67e5\u627e\u548c\u4ee3\u7801\u6267\u884c\u529f\u80fd\u3002\u53e6\u4e00\u7cfb\u5217Nova2Sonic\u548cNova2Omni\u4e5f\u540c\u6b65\u4e0a\u5e02\uff0c\u5df2\u5438\u5f15\u6570\u4e07\u4f01\u4e1a\u4f7f\u7528\uff0c\u52a9\u529b\u5185\u5bb9\u751f\u6210\u548cAI Agent\u7684\u7814\u53d1\u3002<\/p>\n\n\n\n

issue150 2025.12.8-12.14<\/strong><\/p>\n\n\n\n

\u672c\u5468\u667a\u8c31\u8fde\u7eed\u5f00\u6e90\u591a\u4e2a\u6a21\u578b\uff0c\u6709\u70b9\u770b\u5934\u3002<\/p>\n\n\n\n

Lovart\u63a8\u51faTouch Edit\u89e6\u63a7\u529f\u80fd\uff0c\u5f3a\u8c03\u201cMark & Edit\u201d\u6838\u5fc3\u7406\u5ff5\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7Mac\u7684Cmd+Click\u6216Windows\u7684Ctrl+Click\uff0c\u81ea\u52a8\u8bc6\u522b\u5e76\u9501\u5b9a\u53d1\u4e1d\u3001\u670d\u9970\u3001\u6587\u672c\u7b49\u5143\u7d20\u3002\u501f\u52a9\u81ea\u7136\u8bed\u8a00\u8f93\u5165\uff0c\u5982\u201c\u6362\u4e00\u4ef6\u590d\u53e4\u65d7\u888d\u201d\uff0c\u6a21\u578b\u80fd\u57284K\u5206\u8fa8\u7387\u4e0b\u5373\u65f6\u5b8c\u6210\u56fe\u50cf\u878d\u5408\uff0c\u65e0\u9700\u624b\u52a8\u8c03\u6574\u3002\u6b64\u5916\uff0cSelect & Remix\u529f\u80fd\u5141\u8bb8\u7528\u6237\u540c\u65f6\u4e0a\u4f20\u591a\u5f20\u7167\u7247\uff0c\u8f7b\u677e\u62d6\u62fd\u91cd\u7ec4\u5143\u7d20\uff0c\u751f\u6210\u5370\u5237\u7ea7\u6210\u54c1\u3002\u5e73\u53f0\u8fd8\u5f00\u653e\u4e86Edit Elements\u6269\u5c55\uff0c\u65b9\u4fbf\u8fdb\u884c\u5b57\u4f53\u3001\u7eb9\u7406\u548c\u989c\u8272\u7684\u7ec6\u5fae\u8c03\u6574\u3002<\/p>\n\n\n\n

12\u67088\u65e5\uff0c\u8c46\u5305\u5404\u7aef\u6b63\u5f0f\u63a5\u5165Seedream 4.5\u6a21\u578b\uff0c\u514d\u8d39\u5f00\u653e\u3002\u4eba\u50cfP\u56fe\u3001\u7cbe\u4fee\u5199\u771f\u7b49\u573a\u666f\u8d28\u611f\u66f4\u771f\u5b9e\uff0c\u6d77\u62a5\u8bbe\u8ba1\u6392\u7248\u66f4\u4e13\u4e1a\uff0c\u591a\u56fe\u590d\u6742\u4efb\u52a1\u66f4\u80fd\u7cbe\u51c6\u8bc6\u522b\u548c\u9501\u5b9a\u7f16\u8f91\u4e3b\u4f53\u3002<\/p>\n\n\n\n

12\u67089\u65e5\uff0c\u667a\u8c31\u5ba3\u5e03\u5f00\u6e90\u5176\u6838\u5fc3AI Agent\u6a21\u578bAutoGLM\uff0c\u8fd9\u4e00\u6a21\u578b\u88ab\u8ba4\u4e3a\u662f\u5168\u7403\u9996\u4e2a\u5177\u5907\u201cPhone Use\u201d\u80fd\u529b\u7684AI Agent\uff0c\u80fd\u591f\u9ad8\u6548\u5b8c\u6210\u957f\u8fbe\u6570\u5341\u6b65\u7684\u590d\u6742\u64cd\u4f5c\uff0c\u5982\u5916\u5356\u70b9\u5355\u548c\u673a\u7968\u9884\u8ba2\u3002\u5f00\u6e90\u5185\u5bb9\u6db5\u76d6\u4e86\u8bad\u7ec3\u597d\u7684\u6838\u5fc3\u6a21\u578b\uff08AutoGLM-Phone-9B\uff09\u3001Phone Use\u80fd\u529b\u6846\u67b6\uff08Open-AutoGLM\uff09\u4e0e\u5de5\u5177\u94fe\u3001\u8986\u76d650\u591a\u6b3e\u9ad8\u9891\u4e2d\u6587App\u7684\u53ef\u8fd0\u884cDemo\u3001\u9488\u5bf9Android\u7684\u9002\u914d\u5c42\u548c\u793a\u4f8b\u5de5\u7a0b\uff0c\u4ee5\u53ca\u8be6\u7ec6\u7684\u6587\u6863\u548c\u5feb\u901f\u4e0a\u624b\u6307\u5357\u3002\u6a21\u578b\u5c06\u4ee5MIT\u5f00\u6e90\u8bb8\u53ef\u8bc1\u5f00\u653e\uff0c\u6240\u6709\u4ee3\u7801\u5219\u4ee5Apache-2.0\u8bb8\u53ef\u8bc1\u6258\u7ba1\u5728GitHub\u4e0a\u3002<\/p>\n\n\n\n

12\u67089\u65e5\uff0c\u667a\u8c31\u6b63\u5f0f\u4e0a\u7ebf\u5e76\u5f00\u6e90\u4e86GLM-4.6V\u7cfb\u5217\u591a\u6a21\u6001\u5927\u6a21\u578b\uff0c\u5305\u62ec\u57fa\u7840\u7248GLM-4.6V\uff08106B-A12B\uff09\u548c\u8f7b\u91cf\u7248GLM-4.6V-Flash\uff089B\uff09\u3002\u8fd9\u4e00\u91cd\u8981\u8fed\u4ee3\u63d0\u5347\u4e86\u8bad\u7ec3\u65f6\u4e0a\u4e0b\u6587\u7a97\u53e3\u81f3128k tokens\uff0c\u5728\u89c6\u89c9\u7406\u89e3\u65b9\u9762\u8fbe\u5230\u540c\u53c2\u6570\u89c4\u6a21\u7684SOTA\u6c34\u5e73\u3002\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\u9996\u6b21\u5c06Function Call\u5de5\u5177\u8c03\u7528\u80fd\u529b\u539f\u751f\u6574\u5408\u8fdb\u89c6\u89c9\u6a21\u578b\uff0c\u5b9e\u73b0\u4e86\u4ece\u89c6\u89c9\u611f\u77e5\u5230\u53ef\u6267\u884c\u884c\u52a8\u7684\u65e0\u7f1d\u8fde\u63a5\uff0c\u4e3a\u591a\u6a21\u6001Agent\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u6280\u672f\u57fa\u7840\u3002\u8fd9\u5c06\u6709\u52a9\u4e8e\u63a8\u52a8\u771f\u5b9e\u4e1a\u52a1\u573a\u666f\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n

12\u670810\u65e5\uff0c\u667a\u8c31\u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86GLM-ASR\u7cfb\u5217\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\uff0c\u5e76\u63a8\u51fa\u57fa\u4e8e\u8be5\u7cfb\u5217\u5f00\u53d1\u7684\u684c\u9762\u7aef\u667a\u8c31AI\u8f93\u5165\u6cd5\u3002\u6b64\u6b21\u53d1\u5e03\u7684\u6a21\u578b\u5305\u62ec\u5168\u7403\u9886\u5148\u7684\u4e91\u7aef\u8bed\u97f3\u8bc6\u522b\u6a21\u578bGLM-ASR-2512\uff0c\u4ee5\u53ca\u53c2\u6570\u91cf\u4ec51.5B\u7684\u5f00\u6e90SOTA\u7aef\u4fa7\u8bed\u97f3\u6a21\u578bGLM-ASR-Nano-2512\u3002\u6b64\u5916\uff0c\u667a\u8c31\u8fd8\u53d1\u5e03\u4e86\u667a\u8c31AI\u8f93\u5165\u6cd5\uff0c\u5c06\u8bed\u97f3\u8bc6\u522b\u4e0e\u5927\u6a21\u578b\u6df1\u5ea6\u878d\u5408\uff0c\u65e8\u5728\u63d0\u5347\u7528\u6237\u6548\u7387\uff0c\u5b9e\u73b0\u201c\u52a8\u52a8\u5634\uff0c\u6d3b\u5c31\u5e72\u4e86\u201d\u7684\u76ee\u6807\uff0c\u4ece\u800c\u8ba9\u7528\u6237\u901a\u8fc7\u8bed\u97f3\u76f4\u63a5\u5b8c\u6210\u4efb\u52a1\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5c06\u8bdd\u8f6c\u4e3a\u6587\u5b57\u3002<\/p>\n\n\n\n

12\u670811\u65e5\uff0cAdobe\u5ba3\u5e03Photoshop\u3001Acrobat\u548cExpress\u73b0\u5df2\u5728ChatGPT\u4e0a\u514d\u8d39\u63d0\u4f9b\uff0c\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u5c3d\u60c5\u53d1\u6325\u521b\u9020\u529b\u3002\u6240\u6709ChatGPT\u7528\u6237\u90fd\u80fd\u76f4\u63a5\u901a\u8fc7\u804a\u5929\u5bf9\u8bdd\u6765\u4f7f\u7528\u3002\u6b64\u4e3e\u662fOpenAI\u5c06\u66f4\u591a\u7b2c\u4e09\u65b9\u5e94\u7528\u5f15\u5165ChatGPT\u7684\u4e3e\u63aa\u4e4b\u4e00\uff0c\u4eca\u5e7410\u6708\u9996\u6279\u52a0\u5165\u7684\u5305\u62ecSpotify\u3001Zillow\u548cFigma\u7b49\u3002<\/p>\n\n\n\n

12\u670811\u65e5\uff0cGoogle\u5ba3\u5e03\u5c06\u5bf9\u5176 AI \u9a71\u52a8\u7684\u641c\u7d22\u529f\u80fd\u201cAI \u6a21\u5f0f\u201d\uff08AI Mode\uff09\u8fdb\u884c\u66f4\u65b0\uff0c\u5728\u56de\u7b54\u4e2d\u52a0\u5165\u66f4\u591a\u5185\u5d4c\u6765\u6e90\u94fe\u63a5\uff0c\u5e76\u7531 AI \u751f\u6210\u7b80\u77ed\u8bf4\u660e\uff0c\u89e3\u91ca\u8fd9\u4e9b\u6765\u6e90\u4e3a\u4f55\u4e0e\u5f53\u524d\u95ee\u9898\u76f8\u5173\u3002Google\u5c55\u793a\u7684\u793a\u4f8b\u4e2d\uff0cAI \u6a21\u5f0f\u5728\u641c\u7d22\u7ed3\u679c\u9875\u9876\u90e8\u7ed9\u51fa\u4e00\u6bb5\u6982\u62ec\u6027\u6587\u5b57\uff0c\u7d27\u63a5\u7740\u5728\u5176\u4e0b\u65b9\u4ee5\u8f6e\u64ad\u5f62\u5f0f\u5217\u51fa\u76f8\u5173\u7f51\u7ad9\u94fe\u63a5\uff0c\u4f8b\u5982\u5728\u56de\u7b54\u201c\u5982\u4f55\u7528\u4f4e\u9884\u7b97\u6253\u9020\u590d\u53e4\u5bb6\u5c45\u98ce\u683c\u201d\u65f6\uff0c\u7cfb\u7edf\u4f1a\u5148\u7528\u4e00\u6bb5\u8bdd\u603b\u7ed3\u8fd9\u4e9b\u6587\u7ae0\u4e3b\u8981\u63d0\u4f9b\u7684\u4e8c\u624b\u6dd8\u8d27\u5efa\u8bae\u3001\u5efa\u7b51\u7ec6\u8282\u6539\u9020\u601d\u8def\uff08\u5982\u7ebf\u6761\u3001\u4e94\u91d1\u66f4\u6362\uff09\u4ee5\u53ca DIY \u9879\u76ee\u7b49\u5185\u5bb9\uff0c\u7136\u540e\u518d\u5448\u73b0\u5404\u5bb6\u5a92\u4f53\u7684\u94fe\u63a5\u5165\u53e3\u3002<\/p>\n\n\n\n

12\u670811\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u53d1\u6587\u79f0\uff0c\u4e4b\u524d\u6709\u4e0d\u5c11\u7528\u6237\u53cd\u9988\u817e\u8baf\u6df7\u5143\u82f1\u6587\u540d\uff08Tencent Hunyuan\uff09\u4e0d\u597d\u8bc6\u522b\u548c\u53d1\u97f3\u3002\u7ecf\u8fc7\u614e\u91cd\u8003\u8651\uff0c\u6211\u4eec\u51b3\u5b9a\u628a\u817e\u8baf\u6df7\u5143\u82f1\u6587\u540d\u79f0\u4eceTencent Hunyuan\u7b80\u5316\u4e3aTencent HY\u3002\u4ece\u6df7\u51432.0\u5f00\u59cb\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9\u4e00\u540d\u79f0\uff0c\u6700\u65b0\u63a8\u51fa\u7684\u6a21\u578b\u4e3a\uff1aTencent HY 2.0 Think \u548c Tencent HY 2.0 Instruct\u3002\u4e3a\u4e86\u65b9\u4fbf\u4f7f\u7528\uff0c\u6b64\u524d\u5df2\u7ecf\u53d1\u5e03\u7684\u6a21\u578b\u548cAPI\u540d\u79f0\u6682\u4e0d\u53d8\u66f4\u3002<\/p>\n\n\n\n

12\u670812\u65e5\uff0c\u667a\u8c31\u53d1\u5e03\u5de5\u4e1a\u7ea7\u8bed\u97f3\u5408\u6210\u7cfb\u7edfGLM-TTS\uff0c\u8be5\u7cfb\u7edf\u5728\u4ec5\u752810\u4e07\u5c0f\u65f6\u6570\u636e\u8bad\u7ec3\u7684\u6761\u4ef6\u4e0b\uff0c\u5b9e\u73b0\u4e86\u201c3\u79d2\u201d\u97f3\u8272\u590d\u523b\u548c\u5353\u8d8a\u7684\u6587\u672c\u7406\u89e3\u80fd\u529b\uff0c\u5b57\u9519\u8bef\u7387\u548c\u60c5\u611f\u8868\u8fbe\u5728\u591a\u4e2a\u5f00\u6e90\u6d4b\u8bd5\u96c6\u4e0a\u8fbe\u5230SOTA\u6c34\u5e73\u3002GLM-TTS\u91c7\u7528\u4e24\u9636\u6bb5\u751f\u6210\u8303\u5f0f\uff0c\u7ed3\u5408\u81ea\u56de\u5f52\u6587\u672c\u5230token\u751f\u6210\u548cToken\u5230wav\u7684\u6269\u6563\u65b9\u6cd5\uff0c\u540c\u65f6\u57fa\u4e8eGRPO\u7b97\u6cd5\u878d\u5408\u4e86CER\u3001\u76f8\u4f3c\u5ea6\u3001\u60c5\u611f\u4e0e\u7b11\u58f0\u56db\u4e2a\u7ef4\u5ea6\u7684\u6b63\u5219\u5316\u5956\u52b1\u673a\u5236\u3002\u6a21\u578b\u6743\u91cd\u5df2\u5728Hugging Face\u548cModelScope\u4e0a\u5f00\u6e90\uff0c\u7528\u6237\u53ef\u4ee5\u5728Z.ai\u3001\u667a\u8c31\u6e05\u8a00\u53ca\u5f00\u653e\u5e73\u53f0BigModel\u4f53\u9a8c\u548c\u8c03\u7528API\u3002<\/p>\n\n\n\n

12\u670812\u65e5\uff0c\u5546\u6c64\u53d1\u5e03Seko 2.0\u7248\u672c\uff0c\u65b0\u589e\u591a\u5267\u96c6\u521b\u4f5c\u529f\u80fd\uff0c\u652f\u6301\u7528\u6237\u4e00\u6b21\u6027\u521b\u4f5c\u6700\u9ad8100\u96c6\u77ed\u5267\uff0c\u4e14\u4ec5\u970030\u5206\u949f\u5b8c\u6210\u4e00\u96c6\u3002\u6574\u4e2a\u6d41\u7a0b\u5b9e\u73b0\u81ea\u52a8\u5316\uff0c\u786e\u4fdd\u5267\u672c\u5230\u6210\u7247\u7684\u9ad8\u6548\u8f6c\u5316\u3002\u8be5\u7cfb\u7edf\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u4fdd\u6301\u8d44\u4ea7\u5e93\u7684\u4e3b\u4f53\u548c\u573a\u666f\u4e00\u81f4\u6027\uff0c\u81ea\u52a8\u5c06\u6bcf\u96c6\u4e0e\u524d\u60c5\u76f8\u8fde\uff0c\u964d\u4f4e\u6570\u636e\u91c7\u96c6\u6210\u672c\u81f3\u771f\u673a\u9065\u64cd\u65b9\u6848\u768410%\u3002<\/p>\n\n\n\n

12\u670812\u65e5\uff0c\u817e\u8baf\u5143\u5b9dAI\u52a9\u624b\u63a8\u51faQQ\u7fa4\u667a\u80fd\u672a\u8bfb\u6d88\u606f\u603b\u7ed3\u529f\u80fd\uff0c\u8be5\u529f\u80fd\u5229\u7528AI\u6280\u672f\u5c06\u7fa4\u804a\u8bb0\u5f55\u63d0\u70bc\u6210\u7ed3\u6784\u6e05\u6670\u3001\u8981\u70b9\u660e\u786e\u7684\u603b\u7ed3\u62a5\u544a\u3002\u4e3b\u8981\u529f\u80fd\u5305\u62ec\u70ed\u804a\u8bdd\u9898\u5f52\u7c7b\uff08\u6807\u6ce8\u8ba8\u8bba\u65f6\u95f4\u6bb5\u548c\u53c2\u4e0e\u6210\u5458\uff09\u3001\u7cbe\u51c6\u4fe1\u606f\u8ffd\u8e2a\uff08\u7b5b\u9009@\u63d0\u53ca\u6d88\u606f\uff09\u3001\u7fa4\u6587\u4ef6\u6574\u5408\u4ee5\u53ca\u539f\u6587\u76f4\u8fbe\u7d22\u5f15\u3002\u7528\u6237\u53ef\u5c06\u5143\u5b9d\u6dfb\u52a0\u4e3aQQ\u597d\u53cb\u8fdb\u884c\u4e00\u5bf9\u4e00\u5bf9\u8bdd\uff0c\u5e76\u4e14\u8be5\u529f\u80fd\u73b0\u5df2\u5728\u7535\u8111\u7248\u3001\u6d4f\u89c8\u5668\u63d2\u4ef6\u548c\u79fb\u52a8APP\u4e0a\u5168\u9762\u4e0a\u7ebf\uff0c\u63d0\u5347\u4e86\u7fa4\u804a\u7ba1\u7406\u7684\u6548\u7387\u3002<\/p>\n\n\n\n

12\u670814\u65e5\uff0c\u8c37\u6b4c\u7ffb\u8bd1\u63a8\u51fa\u57fa\u4e8eGemini AI\u6280\u672f\u7684\u5b9e\u65f6\u8033\u673a\u7ffb\u8bd1\u529f\u80fd\uff0c\u63d0\u5347\u4e86\u7ffb\u8bd1\u8d28\u91cf\uff0c\u652f\u630170\u591a\u79cd\u8bed\u8a00\u3002\u636e\u6089\uff0c\u8be5\u529f\u80fd\u5e94\u7528\u4e86\u8c37\u6b4c\u6700\u65b0\u7684Gemini 2.5 Flash Native Audio\u6a21\u578b\u3002\u7528\u6237\u53ef\u901a\u8fc7\u8033\u673a\u5b9e\u65f6\u6536\u542c\u7ffb\u8bd1\u7ed3\u679c\uff0c\u800c\u8be5\u529f\u80fd\u80fd\u591f\u4fdd\u7559\u8bf4\u8bdd\u8005\u7684\u8bed\u6c14\u3002\u5f53\u524d\uff0c\u8be5\u6d4b\u8bd5\u7248\u529f\u80fd\u5df2\u7ecf\u5728\u7f8e\u56fd\u3001\u58a8\u897f\u54e5\u548c\u5370\u5ea6\u4e0a\u7ebf\uff0c\u7528\u6237\u53ef\u4ee5\u5c06\u4efb\u610f\u8033\u673a\u8f6c\u5316\u4e3a\u5b9e\u65f6\u5355\u5411\u7ffb\u8bd1\u8bbe\u5907\uff0c\u589e\u5f3a\u4e86\u6c9f\u901a\u4fbf\u5229\u6027\u3002\u8c37\u6b4c\u8ba1\u5212\u5c06Gemini\u6280\u672f\u8fdb\u4e00\u6b65\u6574\u5408\u8fdb\u5176\u6587\u672c\u7ffb\u8bd1\u529f\u80fd\u4e2d\uff0c\u6301\u7eed\u6539\u5584\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n

issue151 2025.12.15-12.21<\/strong><\/p>\n\n\n\n

12\u670815\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5ba3\u5e03\u5f00\u6e90Fun-CosyVoice3-0.5B\uff0c\u8be5\u7248\u672c\u63d0\u4f9b\u4e86zero-shot\u97f3\u8272\u514b\u9686\u80fd\u529b\uff0c\u53ea\u9700\u8981\u4f60\u63d0\u4f9b\u4e00\u6bb53\u79d2\u4ee5\u4e0a\u7684\u53c2\u8003\u97f3\u9891\uff0c\u5373\u53ef\u590d\u523b\u5176\u97f3\u8272\u5e76\u5408\u6210\u65b0\u8bed\u97f3\uff0c\u5e76\u4e14\u652f\u6301\u672c\u5730\u90e8\u7f72\u548c\u4e8c\u6b21\u5f00\u53d1\u3002\u6b64\u5916\uff0c\u901a\u4e49\u63a8\u51fa\u8f7b\u91cf\u5316\u7248\u672cFun-ASR-Nano\u6a21\u578b\uff0c\u603b\u53c2\u6570\u91cf\u538b\u7f29\u52300.8B\uff0c\u63a8\u7406\u6210\u672c\u66f4\u4f4e\uff0c\u73b0\u5df2\u5f00\u6e90\uff0c\u652f\u6301\u672c\u5730\u90e8\u7f72\u4e0e\u5b9a\u5236\u5316\u5fae\u8c03\u3002<\/p>\n\n\n\n

12\u670816\u65e5\uff0c\u963f\u91cc\u53d1\u5e03\u65b0\u4e00\u4ee3\u901a\u4e49\u4e07\u76f8Wan2.6\u7cfb\u5217\u6a21\u578b\uff0c\u8be5\u7cfb\u5217\u6a21\u578b\u9762\u5411\u4e13\u4e1a\u5f71\u89c6\u5236\u4f5c\u548c\u56fe\u50cf\u521b\u4f5c\u573a\u666f\u8fdb\u884c\u4e86\u5347\u7ea7\uff0c\u662f\u56fd\u5185\u9996\u4e2a\u652f\u6301\u89d2\u8272\u626e\u6f14\u529f\u80fd\u7684\u89c6\u9891\u6a21\u578b\u3002\u65b0\u53d1\u5e03\u7684\u4e07\u76f82.6\u540c\u65f6\u652f\u6301\u97f3\u753b\u540c\u6b65\u3001\u591a\u955c\u5934\u751f\u6210\u53ca\u58f0\u97f3\u9a71\u52a8\u7b49\u529f\u80fd\u3002<\/p>\n\n\n\n

12\u670816\u65e5\uff0cManus\u5e94\u7528\u5ba3\u5e03\u4e86\u81ea3\u6708\u53d1\u5e03\u4ee5\u6765\u6700\u5927\u7684\u4e00\u6b21\u66f4\u65b0\uff0c\u9996\u6b21\u5f15\u5165Max\u6a21\u5f0f\u3002Max\u6a21\u5f0f\u4f7fManus\u8868\u73b0\u5f97\u66f4\u52a0\u8010\u5fc3\u548c\u5bcc\u4e8e\u521b\u9020\u529b\uff0c\u80fd\u591f\u66f4\u7075\u6d3b\u5730\u89e3\u51b3\u590d\u6742\u95ee\u9898\u3002\u6b64\u5916\uff0c1.6\u7248\u672c\u8fd8\u65b0\u589e\u4e86Beta\u6d4b\u8bd5\u7684\u79fb\u52a8App\u5f00\u53d1\u6a21\u5f0f\uff0c\u5e76\u4f18\u5316\u4e86\u8bbe\u8ba1\u89c6\u56fe\uff08\u753b\u5e03\uff09\uff0c\u4ee5\u63d0\u5347\u7528\u6237\u5728\u56fe\u50cf\u521b\u4f5c\u4efb\u52a1\u4e2d\u7684\u4fbf\u5229\u6027\u3002<\/p>\n\n\n\n

12\u670817\u65e5\uff0cGemini\u5ba3\u5e03\u63a8\u51faGemini 3 Flash\uff0c\u4f5c\u4e3a\u65b0\u9ed8\u8ba4\u6a21\u578b\uff0c\u5b83\u4e3a\u7528\u6237\u7684\u65e5\u5e38\u4f53\u9a8c\u5e26\u6765\u4e86\u663e\u8457\u5347\u7ea7\u3002Gemini 3 Flash\u76f8\u8f83\u4e8e\u524d\u4ee3Gemini 2.5 Flash\u5728\u63a8\u7406\u80fd\u529b\u548c\u591a\u6a21\u6001\u7406\u89e3\u65b9\u9762\u5b9e\u73b0\u4e86\u91cd\u5927\u8fdb\u6b65\uff0c\u652f\u6301\u56fe\u50cf\u3001\u97f3\u9891\u548c\u6587\u672c\u7684\u95ee\u7b54\u529f\u80fd\u3002\u7528\u6237\u53ef\u9009\u62e9\u201c\u5feb\u901f\u201d\u6a21\u5f0f\u83b7\u53d6\u8fc5\u901f\u56de\u7b54\uff0c\u6216\u4f7f\u7528\u201c\u601d\u8003\u201d\u6a21\u5f0f\u6765\u5904\u7406\u590d\u6742\u95ee\u9898\u3002\u6b64\u5916\uff0cGemini 3 Pro\u4ecd\u7136\u53ef\u7528\u4e8e\u9ad8\u7ea7\u6570\u5b66\u548c\u7f16\u7801\u4efb\u52a1\u3002<\/p>\n\n\n\n

12\u670817\u65e5\uff0c\u8c37\u6b4c\u63a8\u51fa\u5b9e\u9a8c\u6027AI\u6d4f\u89c8\u5668Disco\uff0cDisco\u7684\u6838\u5fc3\u662f\u7531Gemini 3\u9a71\u52a8\u7684GenTabs\u529f\u80fd\uff0c\u80fd\u628a\u4f60\u7684\u6d4f\u89c8\u884c\u4e3a\u76f4\u63a5\u751f\u6210\u4e00\u4e2a\u53ef\u4ea4\u4e92\u7684\u5b9a\u5236\u5316Web\u5e94\u7528\u3002\u67e5\u5ea6\u5047\u81ea\u52a8\u751f\u6210\u5e26\u5730\u56fe\u7684\u884c\u7a0b\u5355\uff0c\u770b\u98df\u8c31\u6c47\u603b\u6210\u81b3\u98df\u8ba1\u5212\u7b49\u7b49\u3002<\/p>\n\n\n\n

12\u670817\u65e5\uff0cOpenAI \u6700\u65b0\u7684 GPT Image 1.5 \u56fe\u50cf\u6a21\u578b\u5df2\u6b63\u5f0f\u5728 ChatGPT \u4e0a\u7ebf\uff0c\u4ee5\u66f4\u5feb\u7684\u901f\u5ea6\u521b\u5efa\u66f4\u4f18\u8d28\u7684\u56fe\u7247\u3002<\/p>\n\n\n\n

12\u670817\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u4e16\u754c\u6a21\u578b1.5\uff08Tencent HY WorldPlay)\u6b63\u5f0f\u53d1\u5e03\u3002\u6df7\u5143\u4e16\u754c\u6a21\u578b1.5\uff08WorldPlay\uff09\u9996\u6b21\u5f00\u6e90\u4e86\u4e1a\u754c\u6700\u7cfb\u7edf\u3001\u6700\u5168\u9762\u7684\u5b9e\u65f6\u4e16\u754c\u6a21\u578b\u6846\u67b6\uff0c\u6db5\u76d6\u6570\u636e\u3001\u8bad\u7ec3\u3001\u6d41\u5f0f\u63a8\u7406\u90e8\u7f72\u7b49\u5168\u94fe\u8def\u3001\u5168\u73af\u8282\uff0c\u5e76\u63d0\u51fa\u4e86\u91cd\u6784\u8bb0\u5fc6\u529b\u3001\u957f\u4e0a\u4e0b\u6587\u84b8\u998f\u3001\u57fa\u4e8e3D\u7684\u81ea\u56de\u5f52\u6269\u6563\u6a21\u578b\u5f3a\u5316\u5b66\u4e60\u7b49\u7b97\u6cd5\u6a21\u5757\u3002<\/p>\n\n\n\n

12\u670817\u65e5\uff0c\u5c0f\u7c73\u5f00\u6e90\u5176\u6700\u65b0\u7684\u591a\u6a21\u6001\u5927\u6a21\u578bMiMo-V2-Flash\uff0c\u8be5\u6a21\u578b\u4e13\u6ce8\u4e8e\u201c\u8bbe\u5907\u95f4\u534f\u4f5c\u201d\uff0c\u80fd\u591f\u5728\u624b\u673a\u548c\u667a\u80fd\u5bb6\u5c45\u786c\u4ef6\u4e0a\u6d41\u7545\u8fd0\u884c\u3002MiMo-V2-Flash\u652f\u6301\u8de8\u8bbe\u5907\u7684\u6307\u4ee4\u81ea\u52a8\u62c6\u89e3\u4e0e\u6267\u884c\uff0c\u4f8b\u5982\u7528\u6237\u901a\u8fc7\u624b\u673a\u8bed\u97f3\u547d\u4ee4\u63a7\u5236\u7535\u89c6\uff0c\u81ea\u52a8\u8fdb\u884c\u89c6\u9891\u641c\u7d22\u548c\u526a\u8f91\u3002\u6b64\u4e3e\u4f7fMiMo-V2-Flash\u6210\u4e3a\u4e86\u5f3a\u529b\u7684\u7aef\u4fa7Agent\u7ade\u54c1\uff0c\u63a8\u52a8\u667a\u80fd\u5bb6\u5c45\u548c\u4e2a\u4eba\u8bbe\u5907\u7684\u667a\u80fd\u5316\u8fdb\u7a0b\u3002<\/p>\n\n\n\n

12\u670817\u65e5\uff0c\u8c37\u6b4c\u73b0\u5df2\u4e3a Gemini \u63a8\u51fa NotebookLM \u96c6\u6210\uff0c\u7528\u6237\u80fd\u591f\u5c06\u7b14\u8bb0\u672c\u4f5c\u4e3a\u5bf9\u8bdd\u7684\u9644\u52a0\u4e0a\u4e0b\u6587\u3002<\/p>\n\n\n\n

12\u670818\u65e5\uff0cChatGPT\u5e94\u7528\u5546\u5e97\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u5176\u4e2d\u627e\u5230\u591a\u6b3e\u5e94\u7528\uff0c\u5305\u62ecAdobe Photoshop\u3001Apple Music\u548cCanva\u7b49\uff0c\u6309\u201c\u7cbe\u9009\/\u751f\u6d3b\u65b9\u5f0f\/\u5de5\u4f5c\u6548\u7387\u201d\u5206\u7c7b\u5c55\u793a\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7@\u5e94\u7528\u540d\u6216\u5e94\u7528\u680f\u76f4\u63a5\u89e6\u53d1\u529f\u80fd\uff0c\u4ee5\u4fbf\u5728\u5bf9\u8bdd\u4e2d\u6267\u884c\u5b9e\u9645\u64cd\u4f5c\uff0c\u5982\u8ba2\u8d2d\u6216\u751f\u6210\u5e7b\u706f\u7247\u3002\u5c3d\u7ba1\u76ee\u524d\u5904\u4e8eBeta\u9636\u6bb5\uff0c\u8fde\u63a5\u901f\u5ea6\u6709\u6240\u5ef6\u8fdf\u4e14\u4e0d\u591f\u7a33\u5b9a\uff0c\u4f46\u5f00\u53d1\u8005\u5df2\u53ef\u4ee5\u63d0\u4ea4\u5e94\u7528\u8fdb\u884c\u5ba1\u6838\uff0cOpenAI\u4e5f\u63d0\u4f9b\u4e86\u76f8\u5173\u5f00\u53d1\u8d44\u6e90\uff0c\u4ee5\u652f\u6301\u9ad8\u8d28\u91cf\u5e94\u7528\u7684\u521b\u5efa\u3002\u5728\u786e\u4fdd\u5b89\u5168\u548c\u9690\u79c1\u7684\u524d\u63d0\u4e0b\uff0c\u5e94\u7528\u5c06\u6839\u636e\u7528\u6237\u5174\u8da3\u548c\u4e60\u60ef\u8fdb\u884c\u667a\u80fd\u63a8\u8350\uff0c\u63a8\u52a8AI\u751f\u6001\u7cfb\u7edf\u7684\u5efa\u7acb\u3002<\/p>\n\n\n\n

12\u670818\u65e5\uff0c\u706b\u5c71\u5f15\u64ce\u51ac\u5b63\u539f\u52a8\u529b\u5927\u4f1a\u4e0a\uff0c\u706b\u5c71\u5f15\u64ce\u603b\u88c1\u8c2d\u5f85\u6b63\u5f0f\u53d1\u5e03\u8c46\u5305\u5927\u6a21\u578b1.8\u3002\u8be5\u6a21\u578b\u5177\u5907\u66f4\u5f3a\u591a\u6a21\u6001Agent\u80fd\u529b\uff0c256K\u8d85\u957f\u4e0a\u4e0b\u6587\u3001\u539f\u751fAPI\u4e0a\u4e0b\u6587\u7ba1\u7406\uff0c\u64c5\u957f\u590d\u6742\u591a\u6b65\u4efb\u52a1\u3002<\/p>\n\n\n\n

12\u670818\u65e5\uff0c\u5728\u706b\u5c71\u5f15\u64ce\u51ac\u5b63FORCE\u539f\u52a8\u529b\u5927\u4f1a\u4e0a\uff0c\u6700\u65b0\u4e00\u4ee3\u8c46\u5305\u89c6\u9891\u751f\u6210\u6a21\u578b\u201cSeedance 1.5 Pro\u201d\u6b63\u5f0f\u4eae\u76f8\u3002\u8be5\u6a21\u578b\u5b9e\u73b0\u4e86\u97f3\u753b\u9ad8\u7cbe\u540c\u6b65\uff0c\u6db5\u76d6\u591a\u4e2a\u97f3\u6548\u573a\u666f\uff0c\u4ee5\u5168\u7403\u9886\u5148\u7684\u97f3\u753b\u540c\u6b65\u7387\u63d0\u4f9b\u66f4\u81ea\u7136\u7684\u5bf9\u767d\u548c\u66f4\u51c6\u786e\u7684\u8fd0\u52a8\u6355\u6349\u3002Seedance 1.5 Pro\u5728\u89c6\u9891\u751f\u6210\u4e0e\u97f3\u9891\u8d28\u91cf\u8bc4\u4f30\u4e2d\u5747\u8868\u73b0\u51fa\u8272\uff0c\u9886\u5148\u4e8e\u540c\u7c7b\u4ea7\u54c1\uff0c\u5982Veo 3.1\u548cKling 2.6\uff0c\u5e76\u5728\u6587\u672c\u751f\u6210\u89c6\u9891\u7684\u5bf9\u9f50\u5ea6\u53ca\u753b\u9762\u7f8e\u611f\u7b49\u6307\u6807\u4e0a\u6392\u540d\u524d\u5217\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u89c6\u9891\u751f\u6210\u7684\u6574\u4f53\u8868\u73b0\u529b\u548c\u7ec6\u817b\u5ea6\u3002\u8be5\u6a21\u578b\u76ee\u524d\u5df2\u63a5\u5165\u5373\u68a6\u3002<\/p>\n\n\n\n

12\u670819\u65e5\uff0c\u5728\u706b\u5c71\u5f15\u64ce\u51ac\u5b63\u539f\u52a8\u529b\u5927\u4f1a\u5f00\u53d1\u8005\u4e3b\u8bba\u575b\u4e0a\uff0c\u6263\u5b50\u5f00\u53d1\u5e73\u53f0\u5ba3\u5e03\u6b63\u5f0f\u5347\u7ea7\u4e3a\u6263\u5b50\u7f16\u7a0b\u3002\u8d1f\u8d23\u4eba\u4e54\u5c7f\u5f3a\u8c03\u5176\u521d\u5fc3\u662f\u8ba9\u4e0d\u5177\u5907\u7f16\u7a0b\u80fd\u529b\u7684\u7528\u6237\u4e5f\u80fd\u521b\u9020\u51fa\u6709\u7528\u7684\u7a0b\u5e8f\u548c\u5e94\u7528\u3002\u81ea23\u5e74\u63a8\u51fa\u4ee5\u6765\uff0c\u6263\u5b50\u7ecf\u5386\u591a\u6b21\u8fed\u4ee3\uff0c\u81f4\u529b\u4e8e\u63d0\u5347\u5927\u6a21\u578b\u7684\u903b\u8f91\u7406\u89e3\u4e0e\u63a8\u7406\u80fd\u529b\uff0c\u5e76\u5b8c\u5584\u5176Agent IDE\u548cWorkflow IDE\uff0c\u4ee5\u6ee1\u8db3\u7528\u6237\u9700\u6c42\u3002<\/p>\n\n\n\n

12\u670819\u65e5\uff0cOpenAI\u6b63\u5f0f\u53d1\u5e03\u9488\u5bf9\u5f00\u53d1\u8005\u4f18\u5316\u7684GPT-5.2-Codex\uff0c\u6807\u5fd7\u7740GPT-5\u7cfb\u5217\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\u3002\u8be5\u6a21\u578b\u5f15\u5165\u4e86\u201c\u957f\u7a0b\u4ee3\u7801\u5e93\u611f\u77e5\u201d\u6280\u672f\uff0c\u80fd\u591f\u5728\u8d85\u8fc750\u4e07\u884c\u7684\u9879\u76ee\u4e2d\u8fdb\u884c\u7cbe\u51c6\u7684\u4ee3\u7801\u91cd\u6784\u548c\u67b6\u6784\u8fc1\u79fb\u3002\u6b64\u5916\uff0cGPT-5.2-Codex\u663e\u8457\u589e\u5f3a\u4e86\u7f51\u7edc\u5b89\u5168\u9632\u5fa1\u80fd\u529b\uff0c\u5e76\u542f\u52a8\u4e86\u9488\u5bf9\u53d7\u4fe1\u4efb\u5b89\u5168\u4e13\u5bb6\u7684\u7279\u8bb8\u8bbf\u95ee\u8ba1\u5212\uff0c\u65e8\u5728\u63d0\u5347\u8f6f\u4ef6\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n

12\u670819\u65e5\uff0cQwen-Image-Layered\u6a21\u578b\u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90\u3002\u5176\u6838\u5fc3\u4eae\u70b9\u5305\u62ecPS\u7ea7\u7684\u4e13\u4e1a\u56fe\u5c42\u7ba1\u7406\uff0c\u80fd\u5c06\u56fe\u50cf\u62c6\u89e3\u4e3a\u72ec\u7acb\u7684RGBA\u56fe\u5c42\uff0c\u5b9e\u73b0\u539f\u751f\u53ef\u7f16\u8f91\u6027\u3002\u7528\u6237\u53ef\u5229\u7528Prompt\u638c\u63a7\u7ed3\u6784\u5316\u5e03\u5c40\uff0c\u663e\u5f0f\u6307\u5b9a3-10\u5c42\u5206\u89e3\uff0c\u7cbe\u786e\u5b9a\u4e49\u4ece\u5b8f\u89c2\u6784\u56fe\u5230\u5fae\u89c2\u7ec6\u8282\u7684\u9700\u6c42\u3002\u6b64\u5916\uff0c\u8be5\u6a21\u578b\u652f\u6301\u6df1\u5ea6\u62c6\u89e3\uff0c\u5141\u8bb8\u7528\u6237\u50cf\u201c\u5265\u6d0b\u8471\u201d\u4e00\u6837\u6df1\u5165\u7f16\u8f91\u5927\u56fe\u5c42\u5185\u7684\u5c0f\u56fe\u5c42\uff0c\u89e3\u9501\u65e0\u7a77\u7684\u7ec6\u8282\u7f16\u8f91\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n

issue152 2025.12.22-12.28<\/strong><\/p>\n\n\n\n

12\u670823\u65e5\uff0c\u667a\u8c31AI\u53d1\u5e03\u5e76\u5f00\u6e90\u4e86GLM-4.7\uff0c\u663e\u8457\u589e\u5f3a\u4e86\u5176\u5728\u7f16\u7801\u80fd\u529b\u3001\u957f\u7a0b\u4efb\u52a1\u89c4\u5212\u53ca\u5de5\u5177\u534f\u540c\u65b9\u9762\u7684\u8868\u73b0\u3002\u8be5\u6a21\u578b\u5728\u591a\u4e2a\u4e3b\u6d41\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u5f00\u6e90\u6a21\u578b\u7684\u9886\u5148\u5730\u4f4d\u3002\u540c\u65f6\uff0c\u5728z.ai\u5168\u6808\u5f00\u53d1\u6a21\u5f0f\u4e2d\u4e0a\u7ebf\u7684\u65b0Skills\u6a21\u5757\u652f\u6301\u591a\u6a21\u6001\u4efb\u52a1\u7684\u7edf\u4e00\u89c4\u5212\u4e0e\u534f\u4f5c\u3002GLM-4.7\u5728\u7f16\u7a0b\u3001\u63a8\u7406\u53ca\u524d\u7aef\u751f\u6210\u8d28\u91cf\u4e0a\u5747\u6709\u663e\u8457\u63d0\u5347\uff0c\u5728\u4e13\u4e1a\u7f16\u7801\u8bc4\u4f30\u7cfb\u7edfCode Arena\u4e2d\u4f4d\u5217\u5f00\u6e90\u7b2c\u4e00\uff0c\u66f4\u5728\u591a\u9879\u6d4b\u8bd5\u4e2d\u8d85\u8d8a\u4e86\u7ade\u4e89\u5bf9\u624bClaude Sonnet 4.5\u3002<\/p>\n\n\n\n

12\u670823\u65e5\uff0c\u9489\u9489\u53d1\u5e03\u4e3aAI\u6253\u9020\u7684\u5de5\u4f5c\u667a\u80fd\u64cd\u4f5c\u7cfb\u7edf\u2014\u2014Agent OS\uff0c\u5f00\u542f\u201c\u4eba\u4e0eAI\u534f\u540c\u201d\u7684\u65b0\u5de5\u4f5c\u65b9\u5f0f\u3002\u9489\u9489\u521b\u59cb\u4eba\u3001CEO\u9648\u822a\u8868\u793a\uff0c\u201c\u672a\u6765\u9489\u9489\u4e0a\u6240\u6709AI Agent\u90fd\u57fa\u4e8eAgent OS\u642d\u5efa\u548c\u8fd0\u884c\uff0c\u8ba9AI\u76f4\u8fde\u7269\u7406\u4e16\u754c\u3002\u201d<\/p>\n\n\n\n

12\u670823\u65e5\uff0c\u901a\u4e49\u5927\u6a21\u578b\u53d1\u5e03\u65b0\u4e00\u4ee3\u7aef\u5230\u7aef\u8bed\u97f3\u4ea4\u4e92\u6a21\u578bFun-Audio-Chat\uff0c\u5e76\u5df2\u5f00\u6e908B\u6a21\u578b\u6743\u91cd\u3001\u63a8\u7406\u4ee3\u7801\u3001Function Call\u63a5\u5165\u793a\u4f8b\u3002<\/p>\n\n\n\n

12\u670824\u65e5\uff0c\u963f\u91cc\u5347\u7ea7\u8bed\u97f3\u6a21\u578b\u5bb6\u65cfQwen3-TTS\uff0c\u53d1\u5e03\u97f3\u8272\u521b\u9020Qwen3-TTS-VD\uff08VoiceDesign\uff09\u548c\u97f3\u8272\u514b\u9686Qwen3-TTS-VC\uff08VoiceClone\uff09\u4e24\u6b3e\u5168\u65b0\u6a21\u578b\u3002Qwen3-TTS\u65b0\u6a21\u578b\u53ef\u5b9e\u73b0DIY\u58f0\u97f3\u8bbe\u8ba1\u548c\u50cf\u7d20\u7ea7\u97f3\u8272\u6a21\u4eff\uff0c\u751a\u81f3\u8ba9\u52a8\u7269\u201c\u539f\u751f\u201d\u5f00\u53e3\u8bf4\u4eba\u8bdd\uff0c\u97f3\u8272\u81ea\u7136\u3001\u6548\u679c\u7a33\u5b9a\u3001\u751f\u6210\u9ad8\u6548\uff0c\u53ef\u52a0\u901f\u8bed\u97f3\u5927\u6a21\u578b\u5728\u6709\u58f0\u5c0f\u8bf4\u3001AI\u6f2b\u5267\u3001\u5f71\u89c6\u914d\u97f3\u7b49\u591a\u4e13\u4e1a\u9886\u57df\u843d\u5730\u3002<\/p>\n\n\n\n

12\u670824\u65e5\uff0cQwen-Image-Edit-2511\u6b63\u5f0f\u5f00\u6e90\u53d1\u5e03\u3002\u8be5\u6a21\u578b\u901a\u8fc7\u6df1\u5ea6\u878d\u5408\u89c6\u89c9\u7f16\u7801\u5668\u4e0e\u8bed\u8a00\u6a21\u578b\uff0c\u80fd\u591f\u7cbe\u51c6\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u8bed\u4e49\u5bf9\u8c61\uff0c\u5e76\u5728\u4fee\u6539\u7684\u8fc7\u7a0b\u4e2d\u6700\u5927\u7a0b\u5ea6\u4fdd\u7559\u539f\u56fe\u7684\u5149\u5f71\u3001\u7eb9\u7406\u548c\u80cc\u666f\u4e00\u81f4\u6027\u3002\u6b64\u5916\uff0c\u6a21\u578b\u8fd8\u96c6\u6210\u4e86\u591a\u79cd\u6d41\u884c\u7684LoRA\u80fd\u529b\uff0c\u663e\u8457\u63d0\u5347\u4e86\u89d2\u8272\u4e00\u81f4\u6027\u3001\u5de5\u4e1a\u8bbe\u8ba1\u548c\u51e0\u4f55\u63a8\u7406\u80fd\u529b\u3002\u7528\u6237\u73b0\u5728\u53ef\u5728QwenChat\u53ca\u9b54\u642dAIGC\u4e13\u533a\u514d\u8d39\u4f53\u9a8c\u8fd9\u4e00\u5f3a\u5927\u5de5\u5177\u7684\u56fe\u50cf\u7f16\u8f91\u529f\u80fd\u3002<\/p>\n\n\n\n

12\u670825\u65e5\uff0cMiniMax\u6b63\u5f0f\u53d1\u5e03\u4e86\u5176\u6700\u65b0\u65d7\u8230\u7ea7\u5f00\u6e90\u6a21\u578bMiniMax-M2.1\uff0c\u8be5\u7248\u672c\u5728\u524d\u4ee3\u57fa\u7840\u4e0a\u8fdb\u884c\u4e86\u5168\u9762\u5347\u7ea7\u3002M2.1\u5728\u590d\u6742\u3001\u591a\u6b65\u7f16\u7a0b\u4efb\u52a1\u5904\u7406\u8fc7\u7a0b\u4e2d\u5c55\u73b0\u51fa\u6781\u9ad8\u7684\u7ec6\u817b\u5ea6\u548c\u4e00\u81f4\u6027\uff0c\u662f\u540c\u7c7b\u6a21\u578b\u4e2d\u7684\u7f55\u89c1\u4e4b\u4f5c\u3002\u6b64\u6a21\u578b\u7279\u522b\u589e\u5f3a\u4e86\u5bf9\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff08\u5982Rust\u3001Java\u548cGolang\uff09\u7684\u652f\u6301\uff0c\u65e8\u5728\u4f18\u5316\u771f\u5b9e\u4e16\u754c\u7684\u590d\u6742\u4efb\u52a1\u8868\u73b0\u3002\u540c\u65f6\uff0c\u8be5\u6a21\u578b\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u63a8\u7406\u80fd\u529b\u548c\u6df1\u5ea6\u4e0a\u4e0b\u6587\u611f\u77e5\uff0c\u4f7f\u5176\u5728\u7f16\u7a0b\u548c\u529e\u516c\u573a\u666f\u4e2d\u8868\u73b0\u66f4\u52a0\u51fa\u8272\u3002<\/p>\n\n\n\n

12\u670825\u65e5\uff0c\u767e\u5ea6\u5728AI\u5f00\u653e\u65e5\u6d3b\u52a8\u4e0a\u62ab\u9732\uff0c\u5176\u81ea\u7814\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u201c\u4f10\u8c0b\u201d\uff08Famo\uff09\u5df2\u6210\u529f\u5728\u591a\u4e2a\u771f\u5b9e\u4ea7\u4e1a\u573a\u666f\u4e2d\u5b8c\u6210\u843d\u5730\u9a8c\u8bc1\uff0c\u5c55\u73b0\u51fa\u5728\u4ea4\u901a\u3001\u5236\u9020\u3001\u80fd\u6e90\u53ca\u79d1\u7814\u7b49\u9886\u57df\u7684\u53ef\u89c4\u6a21\u5316\u5e94\u7528\u80fd\u529b\u3002\u8be5\u7cfb\u7edf\u65e8\u5728\u670d\u52a1\u590d\u6742\u5de5\u7a0b\u4e0e\u79d1\u7814\u573a\u666f\uff0c\u76ee\u524d\u5df2\u5438\u5f15\u8d85\u8fc72000\u5bb6\u4f01\u4e1a\u7533\u8bf7\u8bd5\u7528\uff0c\u6db5\u76d6\u519c\u4e1a\u4f9b\u5e94\u94fe\u3001\u9ad8\u6821AI\u79d1\u7814\u3001\u5236\u9020\u4e1a\u6392\u4ea7\u8c03\u5ea6\u7b49\u591a\u4e2a\u9886\u57df\u3002<\/p>\n\n\n\n

12\u670826\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u4e0a\u7ebf\u201c\u5b9a\u65f6\u4efb\u52a1\u201d\u529f\u80fd\u3002\u636e\u4ecb\u7ecd\uff0c\u7528\u6237\u628a\u5143\u5b9dApp\u3001\u7535\u8111\u7248\u66f4\u65b0\u81f3\u6700\u65b0\u7248\u672c\uff0c\u76f4\u63a5\u628a\u65f6\u95f4\u5b89\u6392\u3001\u81ea\u5f8b\u4e60\u60ef\u3001\u4efb\u52a1\u8ba1\u5212\u4e00\u53e5\u8bdd\u544a\u8bc9\u5143\u5b9d\uff0c\u5230\u70b9\u5c31\u80fd\u51c6\u65f6\u63d0\u9192\uff0c\u6b64\u5916\u8fd8\u80fd\u63d0\u524d\u6d4b\u8bd5\u4efb\u52a1\u3001\u624b\u52a8\u7ba1\u7406\u4efb\u52a1\u3001\u81ea\u5b9a\u4e49\u63d0\u9192\u3002<\/p>\n\n\n\n

12\u670826\u65e5\uff0c\u667a\u8c31\u63a8\u51fa\u8f7b\u91cf\u7ea7AI\u4ee3\u7801\u7f16\u8f91\u5668\u201cZ Code\u201d\uff0c\u76ee\u524d\u8be5\u5de5\u5177\u6b63\u5904\u4e8eAlpha\u6d4b\u8bd5\u9636\u6bb5\uff0c\u652f\u6301Mac\u548cWindows\u7cfb\u7edf\u3002Z Code\u65e8\u5728\u964d\u4f4e\u4f7f\u7528\u547d\u4ee4\u884cAI\u7f16\u7a0b\u5de5\u5177\u7684\u95e8\u69db\uff0c\u901a\u8fc7\u4e00\u4e2a\u7edf\u4e00\u7684\u53ef\u89c6\u5316\u684c\u9762\u6574\u5408\u591a\u79cdAI\u7f16\u7a0b\u5de5\u5177\u529f\u80fd\uff0c\u4f7f\u7528\u6237\u53ea\u9700\u8f93\u5165API\u5bc6\u94a5\u5373\u53ef\u8f7b\u677e\u64cd\u4f5c\u3002\u8fd9\u4e00\u521b\u65b0\u5de5\u5177\u6709\u671b\u5f15\u9886\u7f16\u7a0b\u65b0\u6f6e\u6d41\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u52a0\u4fbf\u6377\u9ad8\u6548\u7684\u7f16\u7a0b\u4f53\u9a8c\u3002<\/p>\n\n\n\n

12\u670826\u65e5\uff0c\u963f\u91cc\u4e91\u901a\u4e49\u5b9e\u9a8c\u5ba4\u53d1\u5e03Qwen Code v0.5.0\u7248\u672c\uff0c\u56fd\u4ea7AI\u7f16\u7a0b\u5de5\u5177\u4ece\u547d\u4ee4\u884c\u5de5\u5177\u5347\u7ea7\u4e3a\u5168\u94fe\u8def\u5f00\u53d1\u751f\u6001\u5e73\u53f0\u3002\u65b0\u7248\u672c\u5f3a\u5316\u6838\u5fc3\u7f16\u7801\u80fd\u529b\uff0c\u5e76\u7a81\u7834\u63d2\u4ef6\u96c6\u6210\u3001\u5de5\u7a0b\u4e0a\u4e0b\u6587\u7406\u89e3\u548c\u5f00\u53d1\u8005\u534f\u4f5c\u652f\u6301\uff0c\u5f15\u5165\u591a\u5de5\u5177\u534f\u540c\u67b6\u6784\uff0c\u6784\u5efa\u5f00\u53d1\u8005\u201c\u6570\u5b57\u5de5\u4f5c\u53f0\u201d\u3002<\/p>\n\n\n\n

issue153 2025.12.29-2026.1.4<\/strong><\/p>\n\n\n\n

12\u670829\u65e5\uff0c\u4eac\u4e1c\u6084\u7136\u4e0a\u7ebf\u4e86\u540d\u4e3a\u201c\u4eac\u4e1cAI\u8d2d\u201d\u7684AI\u539f\u751f\u5e94\u7528\uff0c\u5f53\u524d\u5904\u4e8e\u5185\u6d4b\u9636\u6bb5\uff0c\u7528\u6237\u9700\u8f93\u5165\u9080\u8bf7\u7801\u624d\u80fd\u4f53\u9a8c\u3002\u8be5\u5e94\u7528\u96c6\u6210\u4e86\u5916\u5356\u70b9\u5355\u3001\u5546\u54c1\u5bfc\u8d2d\u548cAI\u8bd5\u7a7f\u7b49\u529f\u80fd\uff0c\u65e8\u5728\u6210\u4e3a\u7528\u6237\u7684\u667a\u80fd\u8d2d\u7269\u52a9\u624b\u3002\u5e95\u5c42\u6280\u672f\u4f7f\u7528\u4eac\u4e1c\u81ea\u7814\u7684\u201c\u8a00\u7280\u5927\u6a21\u578b\u201d\uff0c\u5177\u5907\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u548c\u5546\u54c1\u8bc6\u522b\u80fd\u529b\u3002\u4eac\u4e1cAI\u8d2d\u901a\u8fc7\u5bf9\u8bdd\u65b9\u5f0f\u66ff\u4ee3\u4f20\u7edf\u7684\u6d4f\u89c8\u548c\u7b5b\u9009\uff0c\u7528\u6237\u53ea\u9700\u8868\u8fbe\u9700\u6c42\uff0c\u5982\u201c\u6211\u60f3\u5403\u7ea2\u70e7\u6392\u9aa8\u201d\uff0c\u5373\u53ef\u83b7\u5f97\u76f8\u5e94\u63a8\u8350\u3002<\/p>\n\n\n\n

12\u670830\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u5ba3\u5e03\u63a8\u51fa\u5e76\u5f00\u6e90\u7ffb\u8bd1\u6a21\u578b1.5\uff0c\u5171\u5305\u542b\u4e24\u4e2a\u6a21\u578b\uff1aTencent-HY-MT1.5-1.8B \u548c Tencent-HY-MT1.5-7B\uff0c\u4e24\u4e2a\u6a21\u578b\u5747\u652f\u6301 33 \u4e2a\u8bed\u79cd\u4e92\u8bd1\u4ee5\u53ca5\u79cd\u6c11\u6c49\/\u65b9\u8a00\uff0c\u9664\u4e86\u4e2d\u6587\u3001\u82f1\u8bed\u3001\u65e5\u8bed\u7b49\u5e38\u89c1\u8bed\u79cd\uff0c\u4e5f\u5305\u542b\u6377\u514b\u8bed\u3001\u9a6c\u62c9\u5730\u8bed\u3001\u7231\u6c99\u5c3c\u4e9a\u8bed\u3001\u51b0\u5c9b\u8bed\u7b49\u5c0f\u8bed\u79cd\u3002\u6a21\u578b\u5df2\u5728\u817e\u8baf\u6df7\u5143\u5b98\u7f51\u4e0a\u7ebf\uff0c\u901a\u8fc7\u5f00\u6e90\u793e\u533a\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7d\u4f7f\u7528\u3002<\/p>\n\n\n\n

12\u670830\u65e5\uff0c\u8682\u8681\u96c6\u56e2\u4e0e\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u7814\u7a76\u8005\u8054\u5408\u63d0\u51fa\u4e86\u5bf9\u6bd4\u4ee3\u7801\u5927\u8bed\u8a00\u6a21\u578bC2LLM\uff0c\u8be5\u6a21\u578b\u5305\u62ec0.5B\u548c7B\u4e24\u79cd\u89c4\u6a21\uff0c\u4ee5Qwen-2.5-Coder\u4e3a\u57fa\u7840\u67b6\u6784\u3002C2LLM\u91c7\u7528\u591a\u5934\u6ce8\u610f\u529b\u6c60\u5316\uff08PMA\uff09\u6a21\u5757\uff0c\u6709\u6548\u6574\u5408\u4e86\u56e0\u679c\u8868\u793a\uff0c\u6253\u7834\u4e86\u4f20\u7edf\u5e8f\u5217\u5d4c\u5165\u7684\u4fe1\u606f\u74f6\u9888\uff0c\u5e76\u652f\u6301\u7075\u6d3b\u8c03\u6574\u5d4c\u5165\u7ef4\u5ea6\u3002\u7ecf\u8fc7\u4e09\u767e\u4e07\u516c\u5f00\u6570\u636e\u7684\u8bad\u7ec3\uff0cC2LLM\u5728\u4ee3\u7801\u68c0\u7d22\uff08MTEB-Code\uff09\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0cC2LLM-7B\u5728\u603b\u6392\u884c\u699c\u4e2d\u4f4d\u5217\u7b2c\u4e00\uff0c\u5237\u65b0\u4e86\u540c\u7c7b\u6a21\u578b\u7684\u7eaa\u5f55\u3002<\/p>\n\n\n\n

12\u670831\u65e5\uff0cQwen Code\u66f4\u65b0v0.6.0\u7248\u672c\uff0c\u5168\u9762\u514d\u8d39\u5f00\u653eSkills\u529f\u80fd\uff0c\u5f00\u53d1\u8005\u6bcf\u5929\u53ef\u4ee5\u96f6\u6210\u672c\u8c03\u75282000\u6b21API\u8bf7\u6c42\u3002\u8fd9\u4e00\u66f4\u65b0\u7b80\u5316\u4e86AI\u6280\u80fd\u96c6\u6210\u7684\u6d41\u7a0b\uff0c\u7528\u6237\u901a\u8fc7Qwen OAuth\u8ba4\u8bc1\u767b\u5f55\u540e\uff0c\u65e0\u9700\u4ed8\u8d39\u8ba2\u9605\u5373\u53ef\u4f7f\u7528\u8be5\u529f\u80fd\u3002\u7248\u672c\u66f4\u65b0\u8fd8\u5305\u542b\u4f7f\u7528\u65b9\u6cd5\u4e0e\u6700\u4f73\u5b9e\u8df5\u6307\u5357\uff0c\u4ee5\u53ca\u4e2a\u4eba\u548c\u56e2\u961fSkills\u7684\u5b58\u50a8\u4e0e\u5171\u4eab\u673a\u5236\u3002<\/p>\n\n\n\n

12\u670831\u65e5\uff0c\u636e\u901a\u4e49\u5927\u6a21\u578b\u6d88\u606f\uff0cQwen-Image-2512\u5f00\u6e90\u53d1\u5e03\u3002\u76f8\u8f83\u4e8e8\u6708\u53d1\u5e03\u7684Qwen-Image\u57fa\u7840\u6a21\u578b\uff0cQwen-Image-2512\u805a\u7126\u4e8e\u4e09\u5927\u6838\u5fc3\u80fd\u529b\u7684\u98de\u8dc3\u5f0f\u63d0\u5347\uff1a\u66f4\u771f\u5b9e\u7684\u4eba\u7269\u8d28\u611f\u3001\u66f4\u7ec6\u817b\u7684\u81ea\u7136\u7eb9\u7406\u3001\u66f4\u590d\u6742\u7684\u6587\u5b57\u6e32\u67d3\uff0c\u8ba9\u751f\u6210\u7684\u56fe\u50cf\u65e0\u9650\u63a5\u8fd1\u771f\u5b9e\u4e16\u754c\u3002<\/p>\n\n\n\n

1\u67082\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u5728\u6d77\u5916\u63a8\u51fa\u5168\u65b0\u7684AI\u534f\u4f5c\u5e73\u53f0AnyGen\u3002\u4e0e\u4f20\u7edf\u751f\u6210\u5f0f\u5de5\u5177\u805a\u7126\u5feb\u901f\u751f\u6210\u4e0d\u540c\uff0cAnyGen\u5f3a\u8c03\u201c\u4eba\u4e0eAI\u534f\u4f5c\u201d\u7684\u5de5\u4f5c\u6a21\u5f0f\uff0c\u65e8\u5728\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002\u5728\u529f\u80fd\u5c42\u9762\u4e0a\uff0cAnyGen \u652f\u6301\u5e7b\u706f\u7247\u751f\u6210\u3001\u6587\u6863\u64b0\u5199\u3001\u6570\u636e\u8c03\u7814\u3001\u7f51\u9875\u521b\u5efa\u3001\u97f3\u9891\u8f6c\u5199\u7b49\u591a\u79cd\u529f\u80fd\uff0c\u540c\u65f6\uff0cAI\u4f1a\u6839\u636e\u7528\u6237\u9700\u6c42\u751f\u6210\u8c03\u6574\u9009\u9879\uff0c\u652f\u6301\u7528\u6237\u8865\u5145\u4fe1\u606f\u3001\u6821\u51c6\u65b9\u5411\uff0c\u5e76\u57fa\u4e8e\u4e0a\u4e0b\u6587\u6301\u7eed\u6253\u78e8\u5185\u5bb9\uff0c\u771f\u6b63\u5b9e\u73b0\u4eba\u673a\u534f\u4f5c\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n\n\n\n

1\u67082\u65e5\uff0c\u5c0f\u7c73\u63a8\u51fa\u4e86\u5168\u65b0\u7684AI\u804a\u5929\u670d\u52a1MiMo Studio\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u63d0\u4f9b\u514d\u8d39\u3001\u5f3a\u5927\u7684AI\u5de5\u5177\u3002\u8be5\u5e73\u53f0\u5141\u8bb8\u7528\u6237\u8fdb\u884c\u6df1\u5ea6\u641c\u7d22\u3001\u4ee3\u7801\u751f\u6210\uff0c\u4ee5\u53ca\u6587\u672c\u751f\u6210\u7b49\u529f\u80fd\uff0c\u6781\u5927\u964d\u4f4e\u4e86AI\u5de5\u5177\u7684\u4f7f\u7528\u95e8\u69db\u3002MiMo Studio\u57fa\u4e8eMiMo-V2-Flash\u6a21\u578b\uff0c\u5177\u5907\u9886\u5148\u7684\u4ee3\u7801\u5904\u7406\u80fd\u529b\uff0c\u7528\u6237\u65e0\u9700\u5145\u4f1a\u5458\u6216\u8bb0\u5fc6\u590d\u6742\u6307\u4ee4\uff0c\u4fbf\u53ef\u8f7b\u677e\u4e0a\u624b\u3002<\/p>\n\n\n\n

1\u67084\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u56e2\u961f\u5f00\u6e90\u4e86HY-Motion1.0\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u62e5\u670910\u4ebf\u53c2\u6570\uff0c\u80fd\u591f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u751f\u6210\u9ad8\u7cbe\u5ea6\u76843D\u89d2\u8272\u9aa8\u9abc\u52a8\u753b\u3002HY-Motion1.0\u8986\u76d6\u4e86200\u591a\u79cd\u52a8\u4f5c\uff0c\u517c\u5bb9\u4e3b\u6d41\u76843D\u521b\u4f5c\u5e73\u53f0\uff0c\u65e8\u5728\u5927\u5e45\u63d0\u5347\u6e38\u620fNPC\u7684\u52a8\u753b\u5236\u4f5c\u6548\u7387\u3002\u540c\u65f6\uff0c\u8be5\u6a21\u578b\u4e5f\u53ef\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5f71\u89c6\u548c\u865a\u62df\u73b0\u5b9e\u7b49\u9886\u57df\u3002\u8fd9\u4e00\u521b\u65b0\u5c06\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u66f4\u4fbf\u6377\u7684\u5de5\u5177\uff0c\u63a8\u52a8\u52a8\u753b\u5236\u4f5c\u7684\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u8fdb\u7a0b\u3002<\/p>\n\n\n\n

issue154 2026.1.5-1.11<\/strong><\/p>\n\n\n\n

1\u67085\u65e5\uff0cTRAE\u5ba3\u5e03\u4e2d\u56fd\u7248SOLO\u6a21\u5f0f\u5df2\u5168\u9762\u514d\u8d39\u5411\u6240\u6709\u7528\u6237\u5f00\u653e\uff0c\u7528\u6237\u4e0d\u4ec5\u53ef\u4ee5\u81ea\u7531\u9009\u62e9\u5185\u7f6e\u6a21\u578b\uff0c\u8fd8\u80fd\u63a5\u5165\u5b9a\u5236\u6a21\u578b\u3002\u5f53\u524d\u5185\u7f6e\u6a21\u578b\u5305\u62ecDoubao\u3001Seed-CodeGLM-4.7\u3001GLM-4.6\u3001MiniMax-M2.1\u3001MiniMax-M2\u548cKimi-K2-0905\uff0c\u7528\u6237\u53ef\u6839\u636e\u9700\u6c42\u8fdb\u884c\u9009\u62e9\u548c\u4f7f\u7528\u3002\u8be5\u5e73\u53f0\u8fd8\u81ea\u52a8\u6839\u636e\u6a21\u578b\u6548\u679c\u548c\u901f\u5ea6\u8c03\u6574\u6700\u4f73\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u5927\u5c0f\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u7b80\u5355\u7684\u6b65\u9aa4\u6dfb\u52a0\u81ea\u5b9a\u4e49\u6a21\u578b\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e2a\u6027\u5316\u7684\u4f7f\u7528\u4f53\u9a8c\u3002<\/p>\n\n\n\n

1\u67085\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u5ba3\u5e03\u5176\u6d77\u5916AI\u52a9\u624b\u5e94\u7528Dola\u7684\u65e5\u6d3b\u8dc3\u7528\u6237\u6570\u5df2\u7a81\u78341000\u4e07\u3002\u8be5\u5e94\u7528\u4e13\u6ce8\u4e8e\u5bf9\u8bdd\u5f0f\u95ee\u7b54\u3001\u5199\u4f5c\u3001\u7ffb\u8bd1\u548c\u56fe\u50cf\u751f\u6210\uff0c\u5b9a\u4f4d\u4e3a\u201c\u96c6\u5199\u4f5c\u3001\u601d\u8003\u548c\u521b\u610f\u4e8e\u4e00\u4f53\u7684\u52a9\u624b\u201d\u3002\u6700\u521d\u540d\u4e3aCici\uff0c\u4e8e2023\u5e748\u6708\u63a8\u51fa\uff0c\u4e3b\u8981\u670d\u52a1\u83f2\u5f8b\u5bbe\u3001\u5370\u5c3c\u548c\u62c9\u4e01\u7f8e\u6d32\u7b49\u65b0\u5174\u5e02\u573a\uff0c\u5e76\u4e8e2025\u5e74\u5e95\u6539\u540d\u4e3aDola\u3002\u8fd1\u51e0\u4e2a\u6708\uff0c\u8be5\u5e94\u7528\u5728\u5370\u5c3c\u3001\u9a6c\u6765\u897f\u4e9a\u548c\u58a8\u897f\u54e5\u5b9e\u73b0\u4e86\u663e\u8457\u589e\u957f\uff0c10\u6708\u4ee5\u6765\u5728\u591a\u4e2a\u56fd\u5bb6\u7684Google Play\u4e0b\u8f7d\u91cf\u6301\u7eed\u6500\u5347\uff0c\u5c24\u5176\u5728\u58a8\u897f\u54e5\u4e00\u5ea6\u6210\u4e3a\u6bcf\u65e5\u4e0b\u8f7d\u91cf\u7b2c\u4e00\u3002<\/p>\n\n\n\n

1\u67086\u65e5\uff0c\u5343\u95eeApp\u4e0a\u7ebf\u6559\u80b2\u529f\u80fd\uff1a\u4e00\u53e5\u8bdd\u627e\u5377\u5b50\uff0c\u5343\u95ee App \u9898\u5e93\u5df2\u6536\u5f55\u6570\u4ebf\u9053\u9898\u76ee\uff0c\u6db5\u76d6\u5168\u56fd\u5404\u5730\u540d\u6821\u7684\u671f\u672b\u771f\u9898\u3001\u6a21\u62df\u5377\u3002\u53ea\u9700\u300c\u4e00\u53e5\u8bdd\u300d\u4e0b\u8fbe\u6307\u4ee4\uff0c\u5c31\u80fd\u7cbe\u51c6\u83b7\u53d6\u6240\u9700\u8d44\u6599\u3002\u4f8b\u5982\uff0c\u641c\u7d22\u300c\u4e0a\u6d77\u4e2d\u5b66\u9ad8\u4e00\u7269\u7406\u6a21\u62df\u5377\u300d\u6216\u300c\u676d\u5dde\u5b66\u519b\u5c0f\u5b66\u516d\u5e74\u7ea7\u8bed\u6587\u8bd5\u5377\u300d\uff0c\u5343\u95ee\u90fd\u80fd\u8fc5\u901f\u7ed9\u5230 PDF \u548c Word \u7248\u672c\uff0c\u5e76\u652f\u6301\u4e00\u952e\u4e0b\u8f7d\u6253\u5370\u3002<\/p>\n\n\n\n

1\u67086\u65e5\uff0c\u5728CES 2026\u5c55\u4f1a\u4e0a\uff0c\u82f1\u4f1f\u8fbe\u53d1\u5e03\u4e86\u5168\u7403\u9996\u4e2a\u4e13\u4e3a\u81ea\u52a8\u9a7e\u9a76\u8bbe\u8ba1\u7684\u601d\u8003\u4e0e\u63a8\u7406\u6a21\u578bAlpamayo\uff0c\u5e76\u5ba3\u5e03\u5176\u5f00\u6e90\u3002\u8be5\u6a21\u578b\u91c7\u7528\u57fa\u4e8e\u63a8\u7406\u7684VLA\u67b6\u6784\uff0c\u5177\u5907100\u4ebf\u53c2\u6570\u7684\u56e0\u679c\u94fe\u63a8\u7406\u80fd\u529b\uff0c\u4f7f\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u4ea4\u901a\u573a\u666f\u3002\u9ec4\u4ec1\u52cb\u5f3a\u8c03\uff0cAlpamayo\u4e0d\u4ec5\u80fd\u591f\u63a5\u6536\u4f20\u611f\u5668\u6570\u636e\uff0c\u8fd8\u80fd\u63a8\u7406\u51fa\u5373\u5c06\u91c7\u53d6\u7684\u884c\u52a8\u53ca\u5176\u539f\u56e0\uff0c\u663e\u8457\u63d0\u5347\u4e86\u81ea\u52a8\u9a7e\u9a76\u7684\u51b3\u7b56\u80fd\u529b\u548c\u53ef\u89e3\u91ca\u6027\u3002\u6b64\u6280\u672f\u5c06\u63a8\u52a8L4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u7684\u53d1\u5c55\uff0c\u6ee1\u8db3\u65e0\u4eba\u7c7b\u5e72\u9884\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

1\u67087\u65e5\uff0c\u817e\u8bafAI\u5de5\u4f5c\u53f0ima.copilot\uff08\u7b80\u79f0ima\uff09\u8fce\u6765\u66f4\u65b0\uff1a\u6b63\u5f0f\u4e0a\u7ebf\u201c\u751f\u6210PPT\u201d\u529f\u80fd\u3002\u7528\u6237\u53ea\u9700\u8fdb\u5165\u201c\u4efb\u52a1\u6a21\u5f0f\u201d\uff0c\u5373\u53ef\u8c03\u7528\u4e2a\u4eba\u77e5\u8bc6\u5e93\u4e2d\u7684\u7d20\u6750\uff0c\u4e00\u952e\u751f\u6210\u5e7b\u706f\u7247\u3002<\/p>\n\n\n\n

1\u67088\u65e5\uff0cOpenAI\u6b63\u5f0f\u63a8\u51faChatGPT Health\uff0c\u4ee5\u56de\u5e94\u7528\u6237\u5bf9\u5065\u5eb7\u54a8\u8be2\u7684\u9700\u6c42\u3002\u73b0\u5728\u6bcf\u5468\u5df2\u6709\u8d85\u8fc72.3\u4ebf\u7528\u6237\u5411ChatGPT\u54a8\u8be2\u5065\u5eb7\u95ee\u9898\uff0c\u8be5\u529f\u80fd\u5e76\u672a\u4f5c\u4e3a\u72ec\u7acb\u5e94\u7528\u63a8\u51fa\uff0c\u800c\u662f\u5185\u5d4c\u4e8e\u4e3b\u5e94\u7528\u4e2d\u3002\u4e3a\u4fdd\u62a4\u7528\u6237\u9690\u79c1\uff0cOpenAI\u8bbe\u8ba1\u4e86\u4e13\u95e8\u7684\u52a0\u5bc6\u4e0e\u9694\u79bb\u673a\u5236\uff0c\u786e\u4fdd\u6240\u6709\u5065\u5eb7\u5bf9\u8bdd\u8bb0\u5f55\u548c\u6570\u636e\u4e0e\u901a\u7528\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u7269\u7406\u9694\u79bb\u3002\u65b0\u529f\u80fd\u8fd8\u517c\u5bb9Apple Health\u3001MyFitnessPal\u7b49\u4e3b\u6d41\u5065\u5eb7\u5e94\u7528\uff0c\u80fd\u591f\u76f4\u63a5\u83b7\u53d6\u7528\u6237\u7684\u8fd0\u52a8\u6570\u636e\u548c\u5065\u5eb7\u6307\u6807\uff0c\u4f7f\u5f97ChatGPT Health\u4e0d\u4ec5\u80fd\u201c\u542c\u201d\u75c7\u72b6\uff0c\u8fd8\u80fd\u201c\u770b\u201d\u5230\u7528\u6237\u7684\u5065\u5eb7\u72b6\u51b5\u3002<\/p>\n\n\n\n

1\u67088\u65e5\uff0cAnthropic\u53d1\u5e03\u4e86Claude Code v2.1.0\u3002\u6b64\u6b21\u66f4\u65b0\u589e\u5f3a\u4e86\u4ee3\u7406\u751f\u547d\u5468\u671f\u63a7\u5236\u3001\u6280\u80fd\u5f00\u53d1\u3001\u4f1a\u8bdd\u53ef\u79fb\u690d\u6027\u548c\u591a\u8bed\u8a00\u8f93\u51fa\u80fd\u529b\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u52a0\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u7f16\u7a0b\u4f53\u9a8c\u3002Claude Code v2.1.0\u5305\u542b\u4e861096\u6b21\u63d0\u4ea4\uff0c\u65b0\u589e\u591a\u884c\u8f93\u5165\u3001\u667a\u80fd\u6743\u9650\u7ba1\u7406\u7b49\u529f\u80fd\u3002v2.1.0\u53d1\u5e03\u4e4b\u540e\uff0cClaude Code\u7ee7\u7eed\u4fdd\u6301\u7740\u5feb\u901f\u8fed\u4ee3\uff0c\u52301\u670811\u65e5\u5df2\u66f4\u65b0\u5230v2.1.4\u3002<\/p>\n\n\n\n

1\u67088\u65e5\uff0cDeepSeek\u5b98\u65b9\u624b\u673a\u5e94\u7528\u8fd1\u65e5\u8fce\u6765\u4e86\u5b9e\u7528\u66f4\u65b0\uff0c\u6b63\u5f0f\u5728\u524d\u7aef\u4ea4\u4e92\u5c42\u5f15\u5165\u8bed\u97f3\u8f93\u5165\uff08ASR\uff09\u529f\u80fd\u3002\u6b64\u6b21\u66f4\u65b0\u4e3b\u8981\u9488\u5bf9\u7528\u6237\u4f53\u9a8c\uff0c\u6ca1\u6709\u5bf9\u6a21\u578b\u5e95\u5c42\u67b6\u6784\u8fdb\u884c\u66f4\u6539\u3002\u7528\u6237\u53ef\u901a\u8fc7\u70b9\u51fbAPP\u5bf9\u8bdd\u6846\u7684\u9ea6\u514b\u98ce\u56fe\u6807\u6216\u957f\u6309\u5bf9\u8bdd\u6846\u533a\u57df\u8fdb\u884c\u8bed\u97f3\u8f93\u5165\uff0c\u7cfb\u7edf\u4f1a\u5b9e\u65f6\u5c06\u8bed\u97f3\u8f6c\u5f55\u4e3a\u6587\u672c\uff0c\u968f\u540e\u5c06\u6587\u672c\u53d1\u9001\u7ed9DeepSeek\u6a21\u578b\u8fdb\u884c\u5904\u7406\u3002<\/p>\n\n\n\n

1\u67089\u65e5\uff0cQwen3-VL-Embedding\u548cQwen3-VL-Reranker\u6b63\u5f0f\u5f00\u6e90\uff0c\u6807\u5fd7\u7740\u591a\u6a21\u6001\u68c0\u7d22\u4e0e\u8de8\u6a21\u6001\u7406\u89e3\u9886\u57df\u7684\u65b0\u7a81\u7834\u3002\u8fd9\u4e9b\u6a21\u578b\u57fa\u4e8eQwen3-VL\u57fa\u7840\u6a21\u578b\uff0c\u652f\u6301\u6587\u672c\u3001\u56fe\u7247\u3001\u622a\u56fe\u3001\u89c6\u9891\u7b49\u591a\u79cd\u8f93\u5165\u65b9\u5f0f\uff0c\u6db5\u76d630\u591a\u79cd\u8bed\u8a00\uff0c\u5177\u5907\u5168\u7403\u5e94\u7528\u80fd\u529b\u3002\u5b83\u4eec\u5728MMEB-V2\u548cMMTEB\u7b49\u6743\u5a01\u699c\u5355\u4e0a\u5237\u65b0\u4e86\u5f53\u524d\u6700\u4f73\u8868\u73b0\uff08SOTA\uff09\u3002\u8fd9\u4e24\u9636\u6bb5\u7684\u68c0\u7d22\u67b6\u6784\u4e2d\uff0cEmbedding\u6a21\u578b\u7528\u4e8e\u751f\u6210\u7edf\u4e00\u7684\u8bed\u4e49\u5411\u91cf\uff0c\u652f\u6301\u5feb\u901f\u5927\u89c4\u6a21\u53ec\u56de\uff08RAG\uff09\uff0c\u800cReranker\u6a21\u578b\u5219\u8fdb\u884c\u7cbe\u7ec6\u6253\u5206\uff0c\u663e\u8457\u63d0\u5347\u6392\u5e8f\u51c6\u786e\u7387\u3002\u76ee\u524d\uff0c\u8fd9\u4e9b\u6a21\u578b\u5df2\u5728Hugging Face\u3001ModelScope\u548cGitHub\u4e0a\u7ebf\uff0c\u963f\u91cc\u4e91API\u4e5f\u5373\u5c06\u63a8\u51fa\uff0c\u4fbf\u4e8e\u96c6\u6210\u5230\u751f\u4ea7\u73af\u5883\u4e2d\u3002<\/p>\n\n\n\n

1\u670810\u65e5\uff0cOpenCode\u5b98\u65b9\u53d1\u5e03v1.1.11\u7248\u672c\u66f4\u65b0\uff0c\u65b0\u589e\/connect\u547d\u4ee4\uff0c\u652f\u6301\u7528\u6237\u76f4\u63a5\u7ed1\u5b9a\u548c\u4f7f\u7528ChatGPT Plus\u53caPro\u5957\u9910\u3002\u8fd9\u4e00\u529f\u80fd\u514d\u53bb\u4e86\u590d\u6742\u7684API\u5bc6\u94a5\u914d\u7f6e\u6d41\u7a0b\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u65e0\u7f1d\u63a5\u5165OpenAI\u7684\u5148\u8fdb\u6a21\u578b\u3002<\/p>\n\n\n\n

issue155 2026.1.12-1.18<\/strong><\/p>\n\n\n\n

1\u670812\u65e5\uff0cMidjourney\u63a8\u51fa\u9762\u5411\u52a8\u6f2b\u9886\u57df\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578bNiji V7\u3002\u8be5\u6a21\u578b\u7531Midjourney\u4e0eSpellbrush\u5408\u4f5c\u5f00\u53d1\uff0c\u5728\u52a8\u6f2b\u7684\u8fde\u8d2f\u6027\u3001\u5bf9\u63d0\u793a\u8bcd\u7684\u7406\u89e3\u3001\u6587\u672c\u6e32\u67d3\u4ee5\u53casref\u6027\u80fd\u65b9\u9762\u5747\u5f97\u5230\u4e86\u63d0\u5347\uff0c\u4e3a\u52a8\u6f2b\u521b\u4f5c\u8005\u63d0\u4f9b\u4e86\u66f4\u4e13\u4e1a\u7684\u751f\u6210\u5de5\u5177\u3002
1\u670812\u65e5\uff0c\u5343\u5bfbSpirit v1.5\u5177\u8eab\u667a\u80fd\u6a21\u578b\u53d1\u5e03\uff0c\u5e76\u767b\u9876RoboChallenge\u699c\u5355\u3002\u8fd9\u662f\u9996\u4e2a\u5728\u8be5\u699c\u5355\u4e0a\u6210\u529f\u7387\u8d85\u8fc750%\u7684\u5177\u8eab\u667a\u80fd\u6a21\u578b\uff0c\u7ec8\u7ed3\u4e86Pi0.5\u7684\u9886\u8dd1\u65f6\u4ee3\uff0c\u6807\u5fd7\u7740\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u91cd\u8981\u7a81\u7834\u3002
1\u670813\u65e5\uff0cAnthropic\u53d1\u5e03Claude\u533b\u7597\u7248\uff0c\u5bf9\u6807OpenAI\u7684ChatGPT for Health\u3002\u7528\u6237\u53ef\u901a\u8fc7Anthropic\u4ece\u82f9\u679c\u5065\u5eb7\u548cFunction Health\u7b49\u5e94\u7528\u5bfc\u51fa\u5065\u5eb7\u6570\u636e\uff0c\u66f4\u9ad8\u6548\u5730\u6574\u7406\u533b\u7597\u8bb0\u5f55\u5e76\u4e0e\u533b\u7597\u670d\u52a1\u63d0\u4f9b\u65b9\u5171\u4eab\uff0c\u80fd\u8bfb\u53d65\u4e07\u5bb6\u533b\u9662\u7684\u75c5\u5386\u6570\u636e\u3002
1\u670813\u65e5\uff0cAdobe\u5ba3\u5e03Firefly AI\u521b\u4f5c\u5e73\u53f0\u5df2\u4e0a\u7ebfOpenAI GPT-Image 1.5\u6a21\u578b\u3002Pro\u548cPremium\u8ba2\u9605\u7528\u6237\u57281\u670815\u65e5\u524d\u53ef\u4e0d\u9650\u91cf\u751f\u6210\u56fe\u7247\uff0c\u8be5\u5e73\u53f0\u5df2\u6574\u5408\u591a\u5bb6\u5382\u5546\u7684AI\u6a21\u578b\uff0c\u91c7\u7528\u70b9\u6570\u8ba2\u9605\u5236\u3002
1\u670813\u65e5\uff0cAnthropic\u53d1\u5e03\u9762\u5411\u6240\u6709\u4eba\u7248\u672c\u7684Claude Code\u52a9\u624b\uff0c\u547d\u540d\u4e3aCowork\u3002\u8be5\u52a9\u624b\u5b8c\u6210\u4efb\u52a1\u65f6\u66f4\u4e3a\u81ea\u4e3b\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u6574\u7406\u7535\u8111\u4e2d\u7684\u6587\u4ef6\uff0c\u652f\u6301\u4efb\u52a1\u961f\u5217\u548c\u5e76\u884c\u5904\u7406\uff0c\u8ba9\u4eba\u4e0eAI\u7684\u4ea4\u4e92\u66f4\u7c7b\u4f3c\u4e8e\u5411\u771f\u5b9e\u7684\u540c\u4e8b\u7559\u8a00\u3002
1\u670814\u65e5\uff0c\u767e\u5ddd\u667a\u80fd\u53d1\u5e03\u5f00\u6e90\u533b\u7597\u5927\u6a21\u578bBaichuan-M3\u3002\u8be5\u6a21\u578b\u5728\u95ee\u8bca\u80fd\u529b\u3001\u5e7b\u89c9\u63a7\u5236\u53ca\u591a\u9879\u8bc4\u6d4b\u4e2d\u5747\u6392\u540d\u7b2c\u4e00\uff0c\u8d85\u8d8aGPT-5.2\u53ca\u4eba\u7c7b\u533b\u751f\u8868\u73b0\uff0c\u521b\u59cb\u4eba\u738b\u5c0f\u5ddd\u79f0AI\u533b\u7597\u5df2\u8fdb\u5165\u5e94\u7528\u9636\u6bb5\u3002
1\u670814\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03\u901a\u7528\u5546\u4e1a\u534f\u8baeUCP\u5e76\u5f00\u6e90\uff0c\u65e8\u5728\u63a8\u52a8”\u5bf9\u8bdd\u5373\u4ea4\u6613”\u7684\u667a\u80fd\u7535\u5546\u65f6\u4ee3\uff0c\u4f7fAI\u80fd\u591f\u76f4\u63a5\u6bd4\u4ef7\u4e0b\u5355\u5e76\u5e2e\u52a9\u7528\u6237\u9886\u4f18\u60e0\u5238\u3002\u4e9a\u9a6c\u900a\u62d2\u7edd\u52a0\u5165\u8be5\u534f\u8bae\uff0c\u800c\u963f\u91cc\u5219\u79ef\u6781\u62e5\u62b1\u3002
1\u670814\u65e5\uff0c\u901a\u4e49\u5343\u95ee\u63a8\u51fa\u4e00\u7ad9\u5f0fAIGC\u521b\u610f\u751f\u4ea7\u529b\u5e73\u53f0”\u545c\u54e9”\uff08Wuli\uff09\u3002\u8be5\u5e73\u53f0\u5b9a\u4f4d\u4e3a\u5e2e\u52a9\u7528\u6237\u628a\u521b\u610f\u505a\u6210\u53ef\u4ea4\u4ed8\u7684\u56fe\u7247\u548c\u89c6\u9891\u7d20\u6750\uff0c\u9762\u5411\u81ea\u5a92\u4f53\u4eba\u3001\u8bbe\u8ba1\u5e08\u3001\u7535\u5546\u3001\u8425\u9500\u4eba\u5458\u53ca\u666e\u901a\u521b\u610f\u7528\u6237\uff0c\u4e3b\u6253\u8f93\u5165\u63cf\u8ff0\u3001\u5feb\u901f\u751f\u6210\u3001\u591a\u573a\u666f\u843d\u5730\u7684\u6781\u7b80\u8def\u5f84\u3002
1\u670814\u65e5\uff0c\u8c37\u6b4c\u63a8\u51faVeo 3.1\u89c6\u9891\u6a21\u578b\uff0c\u63d0\u5347”\u56fe\u50cf\u8981\u7d20”\u751f\u6210\u80fd\u529b\uff0c\u6545\u4e8b\u8868\u8fbe\u66f4\u4e30\u5bcc\uff0c\u80fd\u5728\u4e0d\u540c\u573a\u666f\u5207\u6362\u4e2d\u4fdd\u6301\u89d2\u8272\u548c\u53d9\u4e8b\u4e00\u81f4\u6027\u3002\u6a21\u578b\u652f\u6301\u7d20\u6750\u590d\u7528\u4e0e\u878d\u5408\uff0c\u5e76\u9488\u5bf9\u79fb\u52a8\u7aef\u4f18\u5316\uff0c\u652f\u63019:16\u7ad6\u5c4f\u6bd4\u4f8b\u751f\u6210\uff0c\u9002\u914d\u77ed\u89c6\u9891\u5e73\u53f0\u3002
1\u670814\u65e5\uff0c\u667a\u8c31\u5ba3\u5e03\u8054\u5408\u534e\u4e3a\u5f00\u6e90\u65b0\u4e00\u4ee3\u56fe\u50cf\u751f\u6210\u6a21\u578bGLM-Image\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u6607\u817eAtlas 800T A2\u8bbe\u5907\u548c\u6607\u601dMindSpore AI\u6846\u67b6\u5b8c\u6210\u4ece\u6570\u636e\u5230\u8bad\u7ec3\u7684\u5168\u6d41\u7a0b\uff0c\u662f\u9996\u4e2a\u5728\u56fd\u4ea7\u82af\u7247\u4e0a\u5b8c\u6210\u5168\u7a0b\u8bad\u7ec3\u7684SOTA\u591a\u6a21\u6001\u6a21\u578b\u3002
1\u670814\u65e5\uff0c\u7231\u8bd7\u79d1\u6280\u63a8\u51fa\u5168\u7403\u9996\u4e2a\u5b9e\u65f6\u751f\u6210\u4e16\u754c\u6a21\u578bPixVerse R1\u3002\u8be5\u6a21\u578b\u652f\u6301\u6700\u9ad81080P\u5206\u8fa8\u7387\uff0c\u53ef\u5b9e\u73b0\u5373\u65f6\u54cd\u5e94\uff0c\u662f\u4e00\u79cd\u80fd\u591f\u5bf9\u753b\u9762\u3001\u58f0\u97f3\u7b49\u5185\u5bb9\u8fdb\u884c\u5b9e\u65f6\u751f\u6210\u548c\u4ea4\u4e92\u5efa\u6a21\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff0c\u4f7f\u6570\u5b57\u573a\u666f\u80fd\u591f\u6301\u7eed\u6f14\u5316\u5e76\u5373\u65f6\u54cd\u5e94\u7528\u6237\u64cd\u4f5c\u3002
1\u670814\u65e5\uff0cVidu\u4e0a\u7ebfAI\u4e00\u952e\u751f\u6210MV\u529f\u80fd\u3002\u7528\u6237\u4ec5\u9700\u63d0\u4ea4\u97f3\u4e50\u3001\u53c2\u8003\u56fe\u50cf\u4e0e\u6587\u672c\u6307\u4ee4\uff0c\u7cfb\u7edf\u5373\u53ef\u5168\u81ea\u52a8\u8f93\u51fa\u53d9\u4e8b\u8fde\u8d2f\u3001\u97f3\u753b\u540c\u6b65\u7684\u9ad8\u5b8c\u6210\u5ea6MV\u3002\u8be5\u5de5\u5177\u662f\u4e00\u4e2a\u6df1\u5ea6\u534f\u540c\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u88ab\u79f0\u4e3a”\u865a\u62df\u5236\u7247\u5382”\u3002
1\u670814\u65e5\uff0c\u9762\u58c1\u667a\u80fd\u4e0e\u6e05\u534e\u5927\u5b66\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5b9e\u9a8c\u5ba4\u3001\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u53caOpenBMB\u5f00\u6e90\u793e\u533a\u8054\u5408\u7814\u53d1AgentCPM-Explore\u667a\u80fd\u4f53\u6a21\u578b\u3002\u8be5\u6a21\u578b\u57fa\u4e8e\u4ec54B\u53c2\u6570\uff0c\u6709\u671b\u8ba9\u5927\u6a21\u578b\u7684\u957f\u7a0b\u4efb\u52a1\u5904\u7406\u80fd\u529b\u90e8\u7f72\u4e8e\u7aef\u4fa7\u3002
1\u670815\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03\u8f7b\u91cf\u5316\u533b\u7597AI\u6a21\u578bMedGemma 1.5 4B\u53ca\u8bed\u97f3\u8bc6\u522b\u6a21\u578bMedASR\u3002\u524d\u8005\u53ef\u672c\u5730\u90e8\u7f72\uff0c\u80fd\u5206\u6790\u6587\u672c\u3001\u56fe\u50cf\u53caCT\u3001MRI\u7b49\u4e09\u7ef4\u533b\u7597\u6570\u636e\uff0c\u51c6\u786e\u7387\u63d0\u5347\uff1b\u540e\u8005\u4e13\u653b\u533b\u7597\u672f\u8bed\uff0c\u8f6c\u5f55\u9519\u8bef\u7387\u4f4e\u81f35.2%\u3002
1\u670815\u65e5\uff0c\u9636\u8dc3\u661f\u8fb0\u539f\u751f\u8bed\u97f3\u63a8\u7406\u6a21\u578bStep-Audio-R1.1\u767b\u9876Artificial Analysis Speech Reasoning\u699c\u5355\u3002\u8be5\u699c\u5355\u662f\u76ee\u524d\u4e1a\u754c\u8bc4\u4f30”\u539f\u751f\u8bed\u97f3\u6a21\u578b”\u7b2c\u4e09\u65b9\u57fa\u51c6\u4e4b\u4e00\uff0c\u6838\u5fc3\u8003\u91cf\u6a21\u578b\u76f4\u63a5\u5904\u7406\u97f3\u9891\u5e76\u8fdb\u884c\u590d\u6742\u903b\u8f91\u63a8\u7406\u7684\u80fd\u529b\uff0c\u4e3b\u8981\u8003\u5bdf\u7ef4\u5ea6\u5305\u62ec\u51c6\u786e\u7387\u3001\u9996\u5305\u5ef6\u8fdf\u7b49\u3002
1\u670815\u65e5\uff0c\u963f\u91cc\u5343\u95eeApp\u5ba3\u5e03\u5168\u9762\u63a5\u5165\u6dd8\u5b9d\u3001\u652f\u4ed8\u5b9d\u3001\u6dd8\u5b9d\u95ea\u8d2d\u3001\u98de\u732a\u3001\u9ad8\u5fb7\u7b49\u963f\u91cc\u751f\u6001\u4e1a\u52a1\uff0c\u5728\u5168\u7403\u9996\u5148\u5b9e\u73b0\u70b9\u5916\u5356\u3001\u4e70\u4e1c\u897f\u3001\u8ba2\u673a\u7968\u7b49AI\u8d2d\u7269\u529f\u80fd\uff0c\u5e76\u5411\u6240\u6709\u7528\u6237\u5f00\u653e\u6d4b\u8bd5\u3002
1\u670815\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03Gemini”\u4e2a\u4eba\u667a\u80fd”\u529f\u80fd\u3002\u8be5\u529f\u80fd\u53ef\u4ee5\u6574\u5408Gmail\u3001\u8c37\u6b4c\u76f8\u518c\u7b49\u5e94\u7528\u4e2d\u7684\u4fe1\u606f\uff0c\u5e2e\u52a9Gemini\u5728\u65e0\u9700\u660e\u786e\u6307\u5f15\u7684\u60c5\u51b5\u4e0b\u7406\u89e3\u4e0a\u4e0b\u6587\u5173\u7cfb\uff0c\u8ba9\u804a\u5929\u673a\u5668\u4eba\u80fd\u591f\u8de8\u5e94\u7528\u7406\u89e3\u7528\u6237\u6570\u636e\uff0c\u4ece\u800c\u7ed9\u51fa\u66f4\u8d34\u8fd1\u4e2a\u4eba\u60c5\u5883\u7684\u56de\u7b54\u3002
1\u670816\u65e5\uff0c\u8c37\u6b4c\u57fa\u4e8eGemma 3\u67b6\u6784\u63a8\u51faTranslateGemma\u5f00\u653e\u7ffb\u8bd1\u6a21\u578b\u7cfb\u5217\uff0c\u5171\u67094B\u300112B\u548c27B\u4e09\u79cd\u53c2\u6570\u89c4\u6a21\uff0c\u652f\u630155\u79cd\u6838\u5fc3\u8bed\u8a00\u53ca\u591a\u6a21\u6001\u56fe\u50cf\u7ffb\u8bd1\uff0c\u76ee\u524d\u5df2\u5728Kaggle\u548cHugging Face\u5f00\u653e\u4e0b\u8f7d\u3002
1\u670816\u65e5\uff0c\u817e\u8baf\u5185\u6d4b”\u4e0a\u5934\u86d9”\u5e94\u7528\u3002\u8be5\u5e94\u7528\u7684\u6838\u5fc3\u903b\u8f91\u662f\u4ea4\u4e92\u53d9\u4e8b\uff0c\u628a\u6545\u4e8b\u62c6\u89e3\u6210\u65e0\u6570\u4e2a\u5145\u6ee1\u53d8\u6570\u7684\u5206\u652f\uff0c\u7528\u6237\u4e00\u8fb9\u8bfb\u4e00\u8fb9\u5728\u5173\u952e\u8282\u70b9\u505a\u9009\u62e9\uff0c\u6bcf\u4e00\u4e2a\u5ff5\u5934\u90fd\u4f1a\u8ba9\u5267\u60c5\u77ac\u95f4\u504f\u8f6c\uff0c\u4f7f\u8bfb\u8005\u4ece\u5c40\u5916\u4eba\u53d8\u4e3a\u63a8\u52a8\u5267\u60c5\u53d1\u5c55\u7684\u64cd\u76d8\u624b\u3002
1\u670816\u65e5\uff0c\u7f8e\u56e2LongCat\u56e2\u961f\u5f00\u6e90\u5168\u65b0\u5347\u7ea7\u7684LongCat-Flash-Thinking-2601\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5728\u7f16\u7a0b\u3001\u6570\u5b66\u63a8\u7406\u3001\u667a\u80fd\u4f53\u5de5\u5177\u8c03\u7528\u548c\u641c\u7d22\u7b49\u591a\u9879\u8bc4\u6d4b\u4e2d\u8fbe\u5230\u5f00\u6e90SOTA\u6c34\u5e73\uff0c\u5176\u72ec\u7279\u7684”\u91cd\u601d\u8003”\u6a21\u5f0f\u80fd\u540c\u65f6\u542f\u52a88\u4e2a\u5927\u8111\u5e76\u884c\u601d\u8003\uff0c\u786e\u4fdd\u51b3\u7b56\u53ef\u9760\u3002<\/p>\n\n\n\n

issue156 2026.1.19-1.25<\/strong><\/p>\n\n\n\n

1\u670819\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u65d7\u4e0bAI Agent\u5e73\u53f0”\u6263\u5b50”\u5ba3\u5e032.0\u54c1\u724c\u5347\u7ea7\u3002\u6b64\u6b21\u5347\u7ea7\u63a8\u51faAgent Skills\u548cAgent Plan\u7b49\u65b0\u529f\u80fd\uff0c\u540c\u65f6\u4f18\u5316Agent Office\uff0c\u5e76\u5c06\u5f00\u53d1\u5e73\u53f0\u5347\u7ea7\u4e3a\u6263\u5b50\u7f16\u7a0b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u5f3a\u5927\u7684\u667a\u80fd\u4f53\u6784\u5efa\u80fd\u529b\u3002<\/p>\n\n\n\n

1\u670819\u65e5\uff0c\u9636\u8dc3\u661f\u8fb0\u63a8\u51faWindows\u7248\u684c\u9762\u52a9\u624b\u3002\u8be5\u52a9\u624b\u662f\u5bf9\u5176\u7535\u8111\u7aefAgent\u4ea7\u54c1”\u9636\u8dc3AI\u684c\u9762\u4f19\u4f34”\u7684\u5347\u7ea7\uff0c\u8de8\u5e73\u53f0\u652f\u6301\u8ba9\u66f4\u591a\u7528\u6237\u80fd\u591f\u4f53\u9a8cAI\u8f85\u52a9\u529e\u516c\u3002<\/p>\n\n\n\n

1\u670820\u65e5\uff0c\u667a\u8c31\u53d1\u5e03\u5e76\u5f00\u6e90GLM-4.7-Flash\u6a21\u578b\u3002\u8fd9\u662f\u4e00\u4e2a\u6df7\u5408\u601d\u8003\u6a21\u578b\uff0c\u603b\u53c2\u6570\u91cf30B\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf3B\uff0c\u5ba3\u79f0\u8fbe\u5230\u540c\u7ea7\u522bSOTA\u6c34\u5e73\uff0c\u4e3a\u8f7b\u91cf\u5316\u90e8\u7f72\u63d0\u4f9b\u4e86\u517c\u987e\u6027\u80fd\u4e0e\u6548\u7387\u7684\u65b0\u9009\u62e9\uff0c\u7528\u6237\u53ef\u514d\u8d39\u8c03\u7528\u3002<\/p>\n\n\n\n

1\u670820\u65e5\uff0c\u9636\u8dc3\u661f\u8fb0\u5f00\u6e9010B\u591a\u6a21\u6001\u6a21\u578bStep3-VL-10B\u3002\u4ec510B\u53c2\u6570\u7684\u6a21\u578b\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fbe\u5230\u540c\u89c4\u6a21SOTA\uff0c\u751a\u81f3\u5ab2\u7f8e\u6216\u8d85\u8d8a\u89c4\u6a21\u592710-20\u500d\u7684\u6a21\u578b\u3002\u8be5\u6a21\u578b\u901a\u8fc7\u5168\u53c2\u6570\u8054\u5408\u8bad\u7ec3\u3001\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u53ca\u5e76\u884c\u534f\u8c03\u63a8\u7406\u673a\u5236\uff0c\u5b9e\u73b0\u4e86\u89c6\u89c9\u611f\u77e5\u3001\u903b\u8f91\u63a8\u7406\u7b49\u80fd\u529b\u7684\u8dc3\u5347\uff0c\u6709\u671b\u63a8\u52a8\u590d\u6742\u591a\u6a21\u6001\u63a8\u7406\u4e0b\u6c89\u81f3\u7ec8\u7aef\u8bbe\u5907\u3002<\/p>\n\n\n\n

1\u670821\u65e5\uff0cMiniMax Agent\u63a8\u51fa\u684c\u9762\u7aef\u7248\u672c\u3002\u8be5\u4ea7\u54c1\u5177\u5907\u6df1\u5ea6\u6574\u5408\u672c\u5730\u6587\u4ef6\u529f\u80fd\uff0c\u7528\u6237\u53ef\u9009\u62e9\u5de5\u4f5c\u7a7a\u95f4\u8ba9AI\u8bfb\u53d6\u3001\u5206\u6790\u5e76\u6279\u91cf\u5904\u7406\u6570\u636e\u3002\u65b0\u589e\u7684\u5168\u6d4f\u89c8\u5668\u63a7\u5236\u529f\u80fd\u4f7f\u7528\u6237\u53ea\u9700\u63cf\u8ff0\u4efb\u52a1\uff0cAI\u5373\u53ef\u81ea\u52a8\u5bfc\u822a\u3001\u70b9\u51fb\u5e76\u63d0\u4ea4\u3002\u7528\u6237\u8fd8\u53ef\u5c06\u504f\u597d\u914d\u7f6e\u4fdd\u5b58\u4e3a\u53ef\u91cd\u7528\u6a21\u677f\uff0c\u6db5\u76d6\u6307\u4ee4\u3001\u6a21\u578b\u504f\u597d\u548c\u4ee3\u7406\u884c\u4e3a\u3002<\/p>\n\n\n\n

1\u670821\u65e5\uff0cQoder\u53d1\u5e03v0.3.1\u7248\u672c\u3002\u8be5\u7248\u672c\u4e3b\u8981\u89e3\u51b3\u4e86\u4e09\u4e2a\u75db\u70b9\u2014\u2014\u66f4\u9ad8\u6548\u7684\u534f\u4f5c\u65b9\u5f0f\u3001\u66f4\u987a\u624b\u7684\u4ea4\u4e92\u65b9\u5f0f\u3001\u66f4\u5f3a\u7684\u667a\u80fd\u4f53\u6267\u884c\u80fd\u529b\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n

1\u670822\u65e5\uff0cLightOnOCR\u53d1\u5e031B\u53c2\u6570\u7aef\u5230\u7aefOCR\u6a21\u578b\u3002\u5728OlmOCR-Bench\u6d4b\u8bd5\u4e2d\uff0c\u8be5\u6a21\u578b\u8d85\u8d8a90\u4ebf\u53c2\u6570\u7684Chandra\u6a21\u578b1.5\u4e2a\u767e\u5206\u70b9\uff0c\u901f\u5ea6\u5feb3.3\u500d\uff0c\u91c7\u7528Apache 2.0\u534f\u8bae\u5f00\u6e90\u3002\u8be5\u6a21\u578b\u652f\u6301Transformers\u548cvLLM\u751f\u6001\u7cfb\u7edf\uff0c\u9002\u7528\u4e8e\u6587\u6863\u5904\u7406\u3001PDF\u8f6cMarkdown\u7b49\u573a\u666f\u3002<\/p>\n\n\n\n

1\u670822\u65e5\uff0c\u767e\u5ea6\u53d1\u5e03\u6587\u5fc3\u5927\u6a21\u578b5.0\u6b63\u5f0f\u7248\u3002\u8be5\u6a21\u578b\u62e5\u67092.4\u4e07\u4ebf\u53c2\u6570\uff0c\u5177\u5907\u5168\u6a21\u6001\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\u3002\u767e\u5ea6\u65b9\u9762\u79f0\uff0c\u572840\u4f59\u9879\u6743\u5a01\u57fa\u51c6\u7684\u7efc\u5408\u8bc4\u6d4b\u4e2d\uff0c\u6587\u5fc35.0\u6b63\u5f0f\u7248\u7684\u8bed\u8a00\u4e0e\u591a\u6a21\u6001\u7406\u89e3\u80fd\u529b\u8d85\u8d8aGemini-2.5-Pro\u3001GPT-5-High\u7b49\u6a21\u578b\u3002<\/p>\n\n\n\n

1\u670822\u65e5\uff0c\u767e\u5ddd\u667a\u80fd\u53d1\u5e03Baichuan-M3 Plus\u533b\u7597\u5927\u6a21\u578b\u3002\u8be5\u6a21\u578b\u9996\u521b”\u8bc1\u636e\u951a\u5b9a”\u6280\u672f\uff0c\u8ba9AI\u751f\u6210\u7684\u6bcf\u53e5\u533b\u5b66\u7ed3\u8bba\u90fd\u80fd\u7cbe\u786e\u5bf9\u5e94\u539f\u59cb\u8bba\u6587\u8bc1\u636e\u6bb5\u843d\uff0c\u5e7b\u89c9\u7387\u964d\u81f32.6%\u3002\u540c\u65f6\u63a8\u51fa\u300c\u6d77\u7eb3\u767e\u5ddd\u300d\u8ba1\u5212\uff0c\u5411\u4e2d\u56fd\u533b\u7597\u670d\u52a1\u673a\u6784\u514d\u8d39\u5f00\u653eAPI\u3002<\/p>\n\n\n\n

1\u670822\u65e5\uff0c\u5fae\u8f6f\u5f00\u6e90VibeVoice-ASR\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u3002\u8be5\u6a21\u578b\u80fd\u591f\u5728\u4e00\u6b21\u5904\u7406\u8fc7\u7a0b\u4e2d\u5904\u7406\u957f\u8fbe60\u5206\u949f\u7684\u97f3\u9891\uff0c\u5e76\u751f\u6210\u7ed3\u6784\u5316\u7684\u8f6c\u5f55\u5185\u5bb9\uff0c\u5305\u62ec\u53d1\u8a00\u8005\u3001\u65f6\u95f4\u6233\u548c\u5177\u4f53\u5185\u5bb9\u3002\u6a21\u578b\u8fd8\u652f\u6301\u81ea\u5b9a\u4e49\u70ed\u8bcd\u529f\u80fd\uff0c\u4e3a\u957f\u65f6\u95f4\u97f3\u9891\u8bb0\u5f55\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n

1\u670822\u65e5\uff0c\u963f\u91cc\u5343\u95ee\u5ba3\u5e03\u5f00\u6e90Qwen3-TTS\u8bed\u97f3\u751f\u6210\u6a21\u578b\u5168\u5bb6\u6876\u3002\u8be5\u7cfb\u5217\u5305\u542b1.7B\u548c0.6B\u4e24\u79cd\u5c3a\u5bf8\uff0c\u652f\u630110\u79cd\u4e3b\u6d41\u8bed\u8a00\u53ca\u65b9\u8a00\u97f3\u8272\uff0c\u5177\u5907\u97f3\u8272\u514b\u9686\u3001\u521b\u9020\u4e0e\u63a7\u5236\u80fd\u529b\uff0c\u7aef\u5230\u7aef\u5408\u6210\u5ef6\u8fdf\u4f4e\u81f397ms\uff0c\u9996\u5305\u97f3\u9891\u4ec5\u9700\u7b49\u5f85\u4e00\u4e2a\u5b57\u7b26\u3002<\/p>\n\n\n\n

1\u670823\u65e5\uff0c\u57fa\u4e8eClaude Code\u7684UI\u8bbe\u8ba1\u753b\u5e03\u5e94\u7528Pencil\u4e0a\u7ebf\u3002\u8be5\u5e94\u7528\u5185\u7f6e\u8bbe\u8ba1\u7ec4\u4ef6\u5e93\uff0c\u4f7f\u7528Claude\u6309\u7ec4\u4ef6\u5e93\u98ce\u683c\u751f\u6210\u524d\u7aef\u4ee3\u7801\uff0c\u65b9\u4fbf\u624b\u52a8\u4fee\u6539\uff0c\u5e76\u652f\u6301\u5bfc\u5165Figma\u6587\u4ef6\u3002<\/p>\n\n\n\n

1\u670823\u65e5\uff0c\u8c37\u6b4cDeepMind\u53d1\u5e03D4RT 4D\u4e16\u754c\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5f7b\u5e95\u98a0\u8986\u4e86\u52a8\u60014D\u91cd\u5efa\u8303\u5f0f\uff0c\u629b\u5f03\u590d\u6742\u7684\u4f20\u7edf\u6d41\u6c34\u7ebf\uff0c\u7528\u7edf\u4e00\u7684”\u65f6\u7a7a\u67e5\u8be2”\u63a5\u53e3\u540c\u65f6\u641e\u5b9a\u5168\u50cf\u7d20\u8ffd\u8e2a\u3001\u6df1\u5ea6\u4f30\u8ba1\u4e0e\u76f8\u673a\u4f4d\u59ff\u3002\u4e0d\u4ec5\u7cbe\u5ea6\u5c60\u699c\uff0c\u901f\u5ea6\u66f4\u6bd4\u73b0\u6709SOTA\u5feb\u51fa300\u500d\uff0c\u662f\u5177\u8eab\u667a\u80fd\u4e0e\u81ea\u52a8\u9a7e\u9a76\u4ee5\u53caAR\u7684\u65b0\u57fa\u77f3\u3002<\/p>\n\n\n\n

1\u670824\u65e5\uff0cOpenAI\u7f16\u7a0b\u5de5\u5177Codex\u767b\u9646JetBrains\u5168\u5bb6\u6876\u3002\u5f00\u53d1\u8005\u65e0\u9700\u79bb\u5f00IDE\u5373\u53ef\u5b8c\u6210\u89c4\u5212\u3001\u7f16\u7801\u3001\u6d4b\u8bd5\u7b49\u5168\u6d41\u7a0b\uff0c\u652f\u6301Rider\u3001IDEA\u3001PyCharm\u7b49\u7f16\u8f91\u5668\u3002\u652f\u6301ChatGPT\u8d26\u53f7\u3001API Key\u7b49\u591a\u79cd\u65b9\u5f0f\u63a5\u5165\uff0c\u76ee\u524d\u9650\u65f6\u514d\u8d39\u3002<\/p>\n\n\n\n

1\u670824\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seed\u56e2\u961f\u4e0e\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u53d1\u5e03Stable-DiffCoder-8B\u4ee3\u7801\u5927\u8bed\u8a00\u6a21\u578b\u3002\u8be5\u7814\u7a76\u6210\u529f\u89e3\u51b3\u4e86\u6269\u6563\u8bed\u8a00\u6a21\u578b\u5728\u4ee3\u7801\u9886\u57df\u957f\u671f\u6027\u80fd\u5f31\u4e8e\u4f20\u7edf\u81ea\u56de\u5f52\u6a21\u578b\u7684\u95ee\u9898\uff0c\u5728\u540c\u7b49\u53c2\u6570\u89c4\u6a21\u548c\u8bad\u7ec3\u9884\u7b97\u4e0b\uff0c\u5b9e\u73b0\u4e86\u5bf9\u81ea\u56de\u5f52\u6a21\u578b\u7684\u8d85\u8d8a\u3002<\/p>\n\n\n\n

1\u670824\u65e5\uff0c\u5fae\u8f6f\u53d1\u5e03\u533b\u7597\u65f6\u5e8f\u57fa\u5ea7\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4f7f\u75284540\u4ebf\u6570\u636e\u9884\u8bad\u7ec3\uff0c\u80fd\u591f\u89e3\u51b3\u4e0d\u89c4\u5219\u91c7\u6837\u95ee\u9898\uff0c\u5f00\u542f\u533b\u7597AI\u7684”\u901a\u7528\u57fa\u5ea7”\u65f6\u4ee3\u3002<\/p>\n\n\n\n

1\u670824\u65e5\uff0cMiniMax\u53d1\u5e03M2-her\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4e13\u4e3a\u6c89\u6d78\u5f0f\u89d2\u8272\u626e\u6f14\u3001\u4eba\u8bbe\u9a71\u52a8\u7684\u804a\u5929\u4ee5\u53ca\u5bcc\u6709\u8868\u73b0\u529b\u7684\u591a\u8f6e\u5bf9\u8bdd\u800c\u6253\u9020\uff0c\u652f\u6301\u4e30\u5bcc\u7684\u6d88\u606f\u89d2\u8272\uff0c\u5e76\u80fd\u901a\u8fc7\u793a\u4f8b\u5bf9\u8bdd\u8fdb\u884c\u5b66\u4e60\uff0c\u7279\u522b\u9002\u7528\u4e8e\u6545\u4e8b\u521b\u4f5c\u3001\u865a\u62df\u4f34\u4fa3\u7b49\u8ffd\u6c42\u81ea\u7136\u6d41\u7545\u5ea6\u548c\u751f\u52a8\u4ea4\u4e92\u611f\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n

issue157 2026.1.26-2.1<\/strong><\/p>\n\n\n\n

1\u670826\u65e5\uff0c7\u00d724h”\u5168\u804cAI\u5458\u5de5”Clawdbot\u5f15\u53d1\u5168\u7f51\u5173\u6ce8\u3002Clawdbot\u662f\u4e00\u4e2a\u8fd0\u884c\u5728\u672c\u5730\u8bbe\u5907\u4e0a\u7684\u4e2a\u4ebaAI\u52a9\u624b\uff0c\u901a\u8fc7\u591a\u79cd\u901a\u4fe1\u6e20\u9053\uff08WhatsApp\u3001Telegram\u3001Slack\u3001Discord\u3001Google Chat\u3001Signal\u3001iMessage\u7b49\uff09\u4e0e\u7528\u6237\u4ea4\u4e92\uff0c\u63d0\u4f9b\u672c\u5730\u3001\u5feb\u901f\u548c\u6301\u4e45\u5728\u7ebf\u7684AI\u52a9\u624b\u4f53\u9a8c\u3002\u8be5\u9879\u76ee\u5305\u542bGateway\u7f51\u5173\u63a7\u5236\u5e73\u9762\u3001Pi\u4ee3\u7406\u8fd0\u884c\u65f6\u3001\u591a\u6e20\u9053\u652f\u6301\u3001\u8bed\u97f3\u5524\u9192\u3001Canvas\u53ef\u89c6\u5316\u5de5\u4f5c\u533a\u7b49\u529f\u80fd\uff0c\u652f\u6301macOS\u3001iOS\u3001Android\u7b49\u591a\u4e2a\u5e73\u53f0\u3002
1\u670826\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u53d1\u5e03\u56fe\u50cf3.0\u56fe\u751f\u56fe\u6a21\u578b\u3002\u8be5\u6a21\u578b\u603b\u53c2\u6570\u91cf80\u4ebf\uff08\u6fc0\u6d3b\u53c2\u6570\u7ea613\u4ebf\uff09\uff0c\u91c7\u7528\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\uff0c\u57fa\u4e8e\u6df7\u5143\u56fe\u50cf3.0\u7684\u539f\u751f\u591a\u6a21\u6001\u67b6\u6784\u57fa\u7840\u6a21\u578b\uff0c\u5f15\u5165\u56fe\u751f\u56fe\u7684\u591a\u4efb\u52a1\u6570\u636e\uff0c\u901a\u8fc7\u6307\u4ee4\u5fae\u8c03\u548c\u540e\u8bad\u7ec3\uff0c\u5b9e\u73b0\u4e86\u5bf9\u7528\u6237\u8f93\u5165\u56fe\u50cf\u548c\u7f16\u8f91\u6307\u4ee4\u7684\u6df1\u5ea6\u7406\u89e3\u4e0e\u5904\u7406\uff0c\u4e00\u53e5\u8bdd\u5373\u53efP\u56fe\u3002
1\u670827\u65e5\uff0c\u963f\u91cc\u53d1\u5e03\u5343\u95ee\u65d7\u8230\u63a8\u7406\u6a21\u578bQwen3-Max-Thinking\u3002\u8be5\u6a21\u578b\u603b\u53c2\u6570\u8d85\u4e07\u4ebf\uff0c\u5728\u4e8b\u5b9e\u77e5\u8bc6\u3001\u590d\u6742\u63a8\u7406\u3001\u6307\u4ee4\u9075\u5faa\u3001\u4eba\u7c7b\u504f\u597d\u5bf9\u9f50\u4ee5\u53ca\u667a\u80fd\u4f53\u80fd\u529b\u7b49\u591a\u4e2a\u5173\u952e\u7ef4\u5ea6\u5b9e\u73b0\u663e\u8457\u63d0\u5347\uff0c\u53f7\u79f0\u6027\u80fd\u5ab2\u7f8eGPT-5.2\u3002
1\u670827\u65e5\uff0cDeepSeek\u53d1\u5e03DeepSeek-OCR 2\u6587\u6863\u8bc6\u522b\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5f15\u5165”\u89c6\u89c9\u56e0\u679c\u6d41”\u6982\u5ff5\uff0c\u901a\u8fc7DeepEncoder V2\u7f16\u7801\u5668\u52a8\u6001\u91cd\u6392\u89c6\u89c9token\u987a\u5e8f\uff0c\u66f4\u8d34\u8fd1\u4eba\u7c7b\u9605\u8bfb\u903b\u8f91\u3002\u5728OmniDocBench v1.5\u6d4b\u8bd5\u4e2d\u6574\u4f53\u5f97\u5206\u8fbe91.09%\uff0c\u8bc6\u522b\u6027\u80fd\u63d0\u53473.73%\uff0c\u8ba9AI\u50cf\u4eba\u4e00\u6837”\u8bfb\u61c2”\u590d\u6742\u6587\u6863\u3002
1\u670827\u65e5\uff0cKimi\u53d1\u5e03\u5e76\u5f00\u6e90K2.5\u6a21\u578b\u3002\u8fd9\u662fKimi\u8fc4\u4eca\u6700\u667a\u80fd\u7684\u6a21\u578b\uff0c\u5728Agent\u3001\u4ee3\u7801\u3001\u56fe\u50cf\u3001\u89c6\u9891\u53ca\u4e00\u7cfb\u5217\u901a\u7528\u667a\u80fd\u4efb\u52a1\u4e0a\u53d6\u5f97\u5f00\u6e90state-of-the-art\u8868\u73b0\u3002\u5b83\u4e5f\u662fKimi\u8fc4\u4eca\u6700\u5168\u80fd\u7684\u6a21\u578b\uff0c\u91c7\u7528\u539f\u751f\u591a\u6a21\u6001\u67b6\u6784\u8bbe\u8ba1\uff0c\u540c\u65f6\u652f\u6301\u89c6\u89c9\u4e0e\u6587\u672c\u8f93\u5165\u3001\u601d\u8003\u4e0e\u975e\u601d\u8003\u6a21\u5f0f\u3001\u5bf9\u8bdd\u4e0eAgent\u4efb\u52a1\u3002
1\u670828\u65e5\uff0cOpenAI\u63a8\u51faPrism\u3002\u8fd9\u662f\u4e00\u4e2a\u7531GPT-5.2\u9a71\u52a8\u7684\u514d\u8d39AI\u539f\u751f\u79d1\u7814\u534f\u4f5c\u7a7a\u95f4\uff0c\u5c06\u521d\u7a3f\u64b0\u5199\u3001\u6da6\u8272\u4fee\u8ba2\u3001\u56e2\u961f\u534f\u4f5c\u3001\u6295\u7a3f\u51c6\u5907\u6574\u5408\u4e8e\u7edf\u4e00\u7684\u4e91\u7aefLaTeX\u539f\u751f\u5de5\u4f5c\u7a7a\u95f4\u4e2d\uff0c\u65e8\u5728\u5e2e\u52a9\u79d1\u7814\u56e2\u961f\u4ece\u7410\u788e\u7684\u6587\u4ef6\u7ba1\u7406\u4e2d\u89e3\u8131\u51fa\u6765\u3002
1\u670828\u65e5\uff0c\u963f\u91cc\u4e91\u901a\u4e49\u5f00\u6e906B\u53c2\u6570Z-Image\u57fa\u5ea7\u6a21\u578b\u3002\u8be5\u6a21\u578b\u4e3a\u975e\u84b8\u998f\u57fa\u5ea7\u6a21\u578b\uff0c\u4fdd\u7559\u5168\u91cf\u6743\u91cd\u5206\u5e03\uff0c\u539f\u751f\u652f\u6301CFG\u5f15\u5bfc\u673a\u5236\uff0c\u4e3aLoRA\u3001ControlNet\u7b49\u5fae\u8c03\u4efb\u52a1\u63d0\u4f9b\u8bad\u7ec3\u5e95\u5ea7\uff0c\u751f\u6210\u56fe\u7247\u62d2\u7eddAI”\u5927\u4f17\u8138”\u3002
1\u670828\u65e5\uff0cHyper3D\u516c\u5e03Rodin Gen-2 Edit AI\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5b9e\u73b0\u6587\u5b57\/\u56fe\u50cf\u751f\u62103D\u5185\u5bb9\uff0c\u5e76\u6574\u5408\u7f16\u8f91\u529f\u80fd\uff0c\u5f62\u6210\u5b8c\u6574\u5546\u7528\u5de5\u4f5c\u6d41\uff0c\u652f\u6301\u4e00\u952e\u7167\u7247”\u624b\u529e\u5316”\u3002\u73b0\u5df2\u5f00\u653e\u514d\u8d39\u4f53\u9a8c\uff0c\u652f\u6301\u5bfc\u5165\u73b0\u6709\u6a21\u578b\u8fdb\u884c\u4e8c\u6b21\u521b\u4f5c\uff0c\u63d0\u5347\u4e13\u4e1a\u7528\u6237\u6548\u7387\u3002
1\u670828\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u53d1\u5e03Mureka V8\u97f3\u4e50\u5927\u6a21\u578b\u3002\u8be5\u6a21\u578b\u7efc\u5408\u80fd\u529b\u8d85\u8d8aSuno V5\uff0cAI Studio\u4e0eAPI\u540c\u6b65\u5f00\u653e\uff0c\u53f7\u79f0”\u5168\u7403AI\u97f3\u4e50\u4e4b\u738b\u6613\u4e3b”\u3002
1\u670829\u65e5\uff0cMiniMax\u7a00\u5b87\u79d1\u6280\u53d1\u5e03Music 2.5\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5ba3\u79f0\u5728”\u6bb5\u843d\u7ea7\u5f3a\u63a7\u5236”\u4e0e”\u7269\u7406\u7ea7\u9ad8\u4fdd\u771f”\u4e24\u5927\u6280\u672f\u96be\u9898\u4e0a\u5b9e\u73b0\u7a81\u7834\u2014\u2014\u8ba9\u521b\u4f5c\u66f4\u51c6\uff0c\u8ba9\u97f3\u4e50\u66f4\u771f\uff0c\u8fd8\u5ba3\u79f0\u683c\u83b1\u7f8e\u7ea7\u521b\u4f5c”\u4e0d\u518d\u9700\u8981\u5f55\u97f3\u68da”\u3002
1\u670829\u65e5\uff0c\u8682\u8681\u96c6\u56e2\u65d7\u4e0b\u7075\u6ce2\u79d1\u6280\u5ba3\u5e03\u5168\u9762\u5f00\u6e90\u4e16\u754c\u6a21\u578bLingBot-World\u3002\u8be5\u6a21\u578b\u5bf9\u6807Genie 3\uff0c\u662f\u8682\u8681\u5728\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u91cd\u8981\u5e03\u5c40\u3002
1\u670829\u65e5\uff0c\u963f\u91cc\u5343\u95ee\u56e2\u961f\u6b63\u5f0f\u5f00\u6e90Qwen3-ASR\u7cfb\u5217\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\u3002\u8be5\u7cfb\u5217\u5305\u62ec1.7B\u548c0.6B\u4e24\u4e2a\u7248\u672c\uff0c\u652f\u630152\u79cd\u8bed\u79cd\u4e0e\u65b9\u8a00\u7684\u8bc6\u522b\uff0c\u5176\u4e2d1.7B\u6a21\u578b\u5728\u4e2d\u6587\u3001\u82f1\u6587\u53ca\u6b4c\u5531\u8bc6\u522b\u7b49\u573a\u666f\u8fbe\u5230SOTA\u6c34\u5e73\u30020.6B\u6a21\u578b\u6548\u7387\u60ca\u4eba\uff0c10\u79d2\u53ef\u5904\u74065\u5c0f\u65f6\u97f3\u9891\u3002
1\u670830\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03Gemini\u7248Chrome\u3002\u8be5\u7248\u672c\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u96c6\u6210AI\u8f85\u52a9\u529f\u80fd\uff0c\u7528\u6237\u53ef\u5728\u4efb\u4f55\u7f51\u9875\u4e0a\u8f7b\u677e\u4e86\u89e3\u66f4\u591a\u8d44\u8baf\u3001\u52a0\u5feb\u5de5\u4f5c\u901f\u5ea6\uff0c\u5e76\u6fc0\u53d1\u5d2d\u65b0\u60f3\u6cd5\u3002
1\u670830\u65e5\uff0c\u751f\u6570\u79d1\u6280\u53d1\u5e03Vidu Q3 Pro\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002\u8be5\u6a21\u578b\u652f\u630116\u79d2\u58f0\u753b\u540c\u51fa\uff0c\u53f7\u79f0\u786c\u521a\u9a6c\u65af\u514b\uff0c\u8d85\u8d8aSora 2\uff0c\u662f\u56fd\u4ea7AI\u89c6\u9891\u6a21\u578b\u7684\u53c8\u4e00\u91cd\u5927\u7a81\u7834\u3002
1\u670831\u65e5\uff0c\u5feb\u624b\u63a8\u51fa\u65b0\u4e00\u4ee3\u89c6\u9891\u751f\u6210\u6a21\u578b\u53ef\u70753.0\u7cfb\u5217\u3002\u8be5\u7cfb\u5217\u5305\u542b\u56fe\u72473.0\u3001\u89c6\u98913.0\u548c\u89c6\u98913.0 Omni\uff0c\u56fe\u7247\u6a21\u578b\u652f\u63012K\/4K\u7ec4\u56fe\u751f\u6210\uff0c\u89c6\u9891\u6a21\u578b\u6700\u957f\u53ef\u751f\u621015\u79d2\uff0c\u65b0\u589e\u667a\u80fd\u5206\u955c\u3001\u97f3\u753b\u540c\u6b65\u53ca\u591a\u8bed\u8a00\u53e3\u578b\u5339\u914d\u7b49\u529f\u80fd\u3002\u76ee\u524d\u5904\u4e8e\u8d85\u524d\u5185\u6d4b\u9636\u6bb5\u3002
1\u670831\u65e5\uff0cMoltbook Agent\u793e\u4ea4\u7f51\u7edc\u4e0a\u7ebf\u3002\u8be5\u7f51\u7ad9\u754c\u9762\u7c7b\u4f3c\u7f8e\u56fd\u7248\u8d34\u5427Reddit\uff0c\u6709\u53d1\u5e16\u3001\u8bc4\u8bba\u3001\u70b9\u8d5e\u7b49\u529f\u80fd\uff0c\u76ee\u524d\u5df2\u6709150\u4e07\u4e2aAI Agent\u5165\u9a7b\u3002<\/p>\n\n\n\n

issue158 2026.2.2-2.8<\/strong><\/p>\n\n\n\n

2\u67082\u65e5\uff0c\u9636\u8d8a\u661f\u8fb0\u5f00\u6e90Step 3.5 Flash\u3002\u8be5\u6a21\u578b\u5b9a\u4f4d\u4e3a”\u4e3aAgent\u800c\u751f”\u7684\u5f00\u6e90\u57fa\u5ea7\u6a21\u578b\uff0c\u4e3b\u6253\u63a8\u7406\u901f\u5ea6\u3001Agent\u80fd\u529b\u548c\u957f\u94fe\u6761\u4efb\u52a1\u7a33\u5b9a\u6027\u3002
2\u67082\u65e5\uff0c\u9a6c\u65af\u514b\u65d7\u4e0bxAI\u53d1\u5e03Grok Imagine 1.0\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002\u65b0\u7248\u672c\u89e3\u950110\u79d2\u89c6\u9891\u3001720p\u5206\u8fa8\u7387\u548c\u5927\u5e45\u63d0\u5347\u7684\u97f3\u9891\u8d28\u91cf\u3002\u5b98\u65b9\u6570\u636e\u663e\u793a\uff0c\u4ec5\u8fc7\u53bb30\u5929\u5c31\u5df2\u751f\u621012.45\u4ebf\u4e2a\u89c6\u9891\u3002
2\u67082\u65e5\uff0cAgents\u5f00\u53d1\u8005\u793e\u533aAGDN\u53d1\u5e03\u4e0a\u7ebf\u3002AGDN\u7c7b\u4f3cMoltbook\uff0c\u4f46\u53ef\u65e0\u95e8\u69db\u5165\u9a7b\uff0c\u5e76\u805a\u7126\u6280\u672f\u8ba8\u8bba\u3002
2\u67083\u65e5\uff0cOpenAI\u63a8\u51faCodex\u684c\u9762\u7248macOS\u5e94\u7528\u3002\u8be5\u5e94\u7528\u652f\u6301\u591a\u667a\u80fd\u4f53\u5e76\u884c\u7f16\u7a0b\uff0c\u5e76\u63d0\u5347\u4ed8\u8d39\u7528\u6237\u901f\u7387\u9650\u5236\uff0c\u76f4\u63a5\u5bf9\u6807Claude Code\u3002
2\u67083\u65e5\uff0cGoogle\u53d1\u5e03Conductor\u3002\u8fd9\u662f\u4e00\u4e2a\u9762\u5411Gemini CLI\u7684\u5f00\u6e90\u9884\u89c8\u7248\u6269\u5c55\uff0c\u65e8\u5728\u5c06AI\u4ee3\u7801\u751f\u6210\u4ece\u968f\u673a\u5bf9\u8bdd\u8f6c\u53d8\u4e3a\u7ed3\u6784\u5316\u3001\u4e0a\u4e0b\u6587\u9a71\u52a8\u7684\u5de5\u4f5c\u6d41\uff0c\u544a\u522b\u804a\u5929\u5f0f\u7f16\u7a0b\u3002
2\u67084\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5b9e\u9a8c\u5ba4\u5f00\u6e9080B\u7f16\u7a0b\u6a21\u578bQwen3-Coder-Next\u3002\u8be5\u6a21\u578b\u4e13\u653b\u667a\u80fd\u4f53\u80fd\u529b\uff0c\u8ba9\u4e2a\u4eba\u7535\u8111\u4e5f\u80fd\u8dd1\u51fa\u9876\u7ea7\u7f16\u7a0b\u667a\u80fd\u4f53\u3002
2\u67084\u65e5\uff0c\u6606\u4ed1\u4e07\u7ef4\u53d1\u5e03”\u5929\u5de5Skywork\u684c\u9762\u7248”\u3002AI\u9996\u6b21\u771f\u6b63\u8d70\u8fdb\u684c\u9762\u529e\u516c\u73b0\u573a\uff0c\u76f4\u63a5\u5728\u672c\u5730\u6267\u884c\u4efb\u52a1\uff0c\u65e0\u9700\u4e0a\u4f20\u6587\u4ef6\u5230\u4e91\u7aef\uff0c\u80fd\u8de8\u6587\u4ef6\u3001\u8de8\u683c\u5f0f\u7406\u89e3\u5185\u5bb9\uff0c\u5e76\u4e3b\u52a8\u54cd\u5e94\u5de5\u4f5c\u9700\u6c42\u3002
2\u67085\u65e5\uff0c\u4e0a\u6d77AI\u5b9e\u9a8c\u5ba4\u53d1\u5e03\u4e66\u751fIntern-S1-Pro\u3002\u8be5\u6a21\u578b\u662f\u5168\u7403\u5f00\u6e90\u53c2\u6570\u89c4\u6a21\u6700\u5927\u7684\u79d1\u5b66\u591a\u6a21\u6001\u6a21\u578b\uff0c\u57fa\u4e8e\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\uff0c\u5171\u62e5\u6709512\u4e2a\u4e13\u5bb6\uff0c\u603b\u53c2\u6570\u8fbe1T\uff0c\u6bcf\u6b21\u8c03\u7528\u4ec5\u6fc0\u6d3b8\u4e2a\u4e13\u5bb6\u300122B\u53c2\u6570\u3002
2\u67085\u65e5\uff0c\u667a\u8c31GLM-OCR\u5f00\u6e90\u3002\u4ec50.9B\u53c2\u6570\u7684\u8f7b\u91cf\u7ea7\u8eab\u8eaf\uff0c\u4fbf\u4ee594.6\u5206\u767b\u9876OmniDocBench V1.5\uff0c\u5e76\u5728\u516c\u5f0f\u8bc6\u522b\u3001\u8868\u683c\u8bc6\u522b\u3001\u4fe1\u606f\u62bd\u53d6\u7684\u591a\u9879\u4e3b\u6d41\u57fa\u51c6\u4e2d\u5747\u53d6\u5f97SOTA\u8868\u73b0\u3002
2\u67085\u65e5\uff0cMistral AI\u53d1\u5e03Voxtral Transcribe 2\u7cfb\u5217\u8bed\u97f3\u8f6c\u6587\u5b57\u6a21\u578b\u3002\u8be5\u6a21\u578b\u5ef6\u8fdf\u4e0d\u8db30.2\u79d2\uff0c\u5176\u4e2dVoxtral Mini Transcribe V2\u62e5\u6709\u76ee\u524d\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u8f6c\u5f55API\uff0c\u51c6\u786e\u7387\u8868\u73b0\u4f18\u4e8eGPT-4o mini Transcribe\u3001Gemini 2.5 Flash\u3002
2\u67085\u65e5\uff0cOpenAI\u53d1\u5e03Frontier\u5e73\u53f0\u3002\u8be5\u5e73\u53f0\u4e3a\u667a\u80fd\u4f53\u63d0\u4f9b\u4e86\u4eba\u4eec\u5728\u5de5\u4f5c\u4e2d\u6240\u9700\u7684\u6280\u80fd\uff1a\u5171\u4eab\u4e0a\u4e0b\u6587\u3001\u5165\u804c\u57f9\u8bad\u3001\u53cd\u9988\u5f0f\u52a8\u624b\u5b66\u4e60\u4ee5\u53ca\u660e\u786e\u7684\u6743\u9650\u548c\u8fb9\u754c\uff0c\u8ba9\u56e2\u961f\u80fd\u591f\u8d85\u8d8a\u5b64\u7acb\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u6210\u4e3a”\u8de8\u4e1a\u52a1\u7684AI\u5408\u4f5c\u4f19\u4f34”\u3002
2\u67085\u65e5\uff0c\u9762\u58c1\u667a\u80fd\u5f00\u6e90\u5168\u6a21\u6001\u6a21\u578bMiniCPM-o4.5\u3002\u8be5\u6a21\u578b\u9996\u6b21\u5f15\u5165\u5168\u53cc\u5de5\uff08Full-Duplex\uff09\u591a\u6a21\u6001\u5b9e\u65f6\u6d41\u673a\u5236\uff0c\u53ef\u4ee5\u4e00\u8fb9\u6301\u7eed\u63a5\u6536\u89c6\u9891\u548c\u97f3\u9891\u8f93\u5165\uff0c\u4e00\u8fb9\u540c\u6b65\u751f\u6210\u8bed\u97f3\u6216\u6587\u672c\u8f93\u51fa\uff0c\u4e24\u6761\u4fe1\u606f\u6d41\u5e76\u884c\u8fd0\u884c\uff0c\u4e92\u4e0d\u963b\u585e\u3002
2\u67086\u65e5\uff0cOpenAI\u53d1\u5e03GPT-5.3-Codex\u3002\u8fd9\u662f\u4e00\u6b3e\u539f\u751f\u7684Codex\u667a\u80fd\u4f53\uff0c\u5c06\u524d\u6cbf\u7684\u7f16\u7a0b\u6027\u80fd\u4e0e\u901a\u7528\u63a8\u7406\u80fd\u529b\u76f8\u7ed3\u5408\uff0c\u4ee5\u652f\u6301\u771f\u5b9e\u4e16\u754c\u4e2d\u957f\u5468\u671f\u7684\u6280\u672f\u5de5\u4f5c\u3002\u8be5\u6a21\u578b\u5c06GPT-5.2-Codex\u7684\u7f16\u7a0b\u6027\u80fd\u4e0eGPT-5.2\u7684\u63a8\u7406\u53ca\u4e13\u4e1a\u77e5\u8bc6\u80fd\u529b\u6574\u5408\u4e8e\u4e00\u8eab\uff0c\u4e14\u8fd0\u884c\u901f\u5ea6\u63d0\u534725%\u3002
2\u67086\u65e5\uff0cClaude Opus 4.6\u53d1\u5e03\u3002\u8fd9\u662fAnthropic\u5bf9\u5176\u65d7\u8230\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u91cd\u5927\u5347\u7ea7\uff0c\u89c4\u5212\u66f4\u52a0\u8c28\u614e\uff0c\u80fd\u591f\u7ef4\u6301\u66f4\u957f\u65f6\u95f4\u7684\u81ea\u4e3b\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e76\u5728\u5173\u952e\u7684\u4f01\u4e1a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8d85\u8d8a\u4e86\u5305\u62ecGPT-5.2\u5728\u5185\u7684\u7ade\u4e89\u5bf9\u624b\u3002
2\u67086\u65e5\uff0c\u5546\u6c64\u5f00\u6e90SenseNova-SI-1.3\u3002\u8be5\u6a21\u578b\u5728\u516b\u5927\u7a7a\u95f4\u667a\u80fd\u699c\u5355\u7efc\u5408\u8bc4\u5206\u767b\u9876\uff0c\u521d\u63a2\u7a7a\u95f4\u667a\u80fd\u5c3a\u5ea6\u6548\u5e94\u3002
2\u67086\u65e5\uff0c\u7f8e\u56e2\u53d1\u5e03LongCat-Flash-Lite\u8f7b\u91cf\u5316MoE\u6a21\u578b\u3002\u8fd9\u662f\u4e00\u6b3e\u62e5\u6709685\u4ebf\u53c2\u6570\uff0c\u6bcf\u6b21\u63a8\u7406\u4ec5\u6fc0\u6d3b29\u4ebf~45\u4ebf\u53c2\u6570\u7684\u6a21\u578b\uff0c\u5728\u667a\u80fd\u4f53\u4e0e\u4ee3\u7801\u4efb\u52a1\u4e0a\u8868\u73b0\u7a81\u51fa\u3002
2\u67087\u65e5\uff0c\u5c0f\u7c73MiMo\u63a8\u51faHySparse\u6df7\u5408\u7a00\u758f\u6ce8\u610f\u529b\u67b6\u6784\u30027B Dense\u548c80B MoE\u4e24\u79cd\u89c4\u6a21\u5747\u53ef\u5e26\u6765\u63d0\u5347\uff0c\u9762\u5411Agent\u65f6\u4ee3\u3002
2\u67088\u65e5\uff0cClaude Code\u63a8\u51fa”\u5feb\u901f\u6a21\u5f0f”\u9884\u89c8\u7248\u3002\u901a\u8fc7\u4f18\u5316Opus 4.6\u7684API\u914d\u7f6e\uff0c\u5728\u4fdd\u6301\u6a21\u578b\u8d28\u91cf\u4e0d\u53d8\u7684\u524d\u63d0\u4e0b\u663e\u8457\u964d\u4f4e\u54cd\u5e94\u5ef6\u8fdf\u3002\u8be5\u6a21\u5f0f\u9002\u7528\u4e8ePro\u3001Team\u7b49\u8ba2\u9605\u7528\u6237\uff0c\u76ee\u524d\u5b9a\u4ef7\u4e3a\u6bcf\u767e\u4e07Token\u8f93\u516530\u7f8e\u5143\u3001\u8f93\u51fa150\u7f8e\u5143\u3002
2\u67088\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seedance 2.0\u53d1\u5e03\u3002\u8be5AI\u89c6\u9891\u751f\u6210\u6a21\u578b\u5df2\u5728\u5373\u68a6\u548c\u5c0f\u4e91\u96c0\u5e73\u53f0\u4e0a\u7ebf\uff0c\u4f1a\u5458\u7528\u6237\u53ef\u76f4\u63a5\u4f7f\u7528\u3002\u5b83\u652f\u6301\u6587\u672c\u751f\u6210\u89c6\u9891\u3001\u56fe\u7247\u751f\u6210\u89c6\u9891\uff0c\u4e5f\u652f\u6301\u89c6\u9891\u548c\u97f3\u9891\u4f5c\u4e3a\u53c2\u8003\u7d20\u6750\u8f93\u5165\uff0c\u652f\u6301\u81ea\u5206\u955c\u548c\u8fd0\u955c\u3001\u591a\u6a21\u6001\u601d\u8003\u7b49\u3002<\/p>\n\n\n\n

issue159 2026.2.9-2.15<\/strong><\/p>\n\n\n\n

2\u670810\u65e5\uff0c\u5343\u95ee\u53d1\u5e03Qwen-Image-2.0\u56fe\u50cf\u751f\u6210\u6a21\u578b\u3002\u8be5\u6a21\u578b\u652f\u63011k token\u6307\u4ee4\u76f4\u51fa\u4e13\u4e1a\u4fe1\u606f\u56fe\uff0c2k\u5206\u8fa8\u7387\u7ec6\u817b\u523b\u753b\u5199\u5b9e\u573a\u666f\uff0c\u5b9e\u73b0\u7406\u89e3\u751f\u6210\u4e00\u4f53\u5316\u3002
2\u670810\u65e5\uff0c\u5b57\u8282\u56fe\u50cf\u751f\u6210\u6a21\u578bSeedream 5.0\u4e0a\u7ebf\u3002\u8be5\u6a21\u578b\u5bf9\u6807Nano Banana Pro\uff0c\u53ef\u5728\u5373\u68a6\u3001\u526a\u6620\u3001\u5c0f\u4e91\u96c0\u7b49\u5e73\u53f0\u514d\u8d39\u4f53\u9a8c\u3002
2\u670810\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u5f00\u6e90”\u6781\u5c0f”\u6a21\u578bHY-1.8B-2Bit\u3002\u9762\u5411\u6d88\u8d39\u7ea7\u786c\u4ef6\u573a\u666f\uff0c\u5b9e\u9645\u5b58\u50a8\u4ec5\u5360\u7528600MB\uff0c\u5b9e\u73b0\u7aef\u4fa7\u90e8\u7f72\u65b0\u7a81\u7834\u3002
2\u670811\u65e5\uff0c\u667a\u8c31\u53d1\u5e03\u65b0\u4e00\u4ee3\u65d7\u8230\u6a21\u578bGLM-5\u3002\u5728Coding\u4e0eAgent\u80fd\u529b\u4e0a\u53d6\u5f97\u5f00\u6e90SOTA\u8868\u73b0\uff0c\u771f\u5b9e\u7f16\u7a0b\u573a\u666f\u7684\u4f7f\u7528\u4f53\u611f\u903c\u8fd1Claude Opus 4.5\uff0c\u64c5\u957f\u590d\u6742\u7cfb\u7edf\u5de5\u7a0b\u4e0e\u957f\u7a0bAgent\u4efb\u52a1\u3002
2\u670811\u65e5\uff0c\u79d1\u5927\u8baf\u98de\u53d1\u5e03\u661f\u706bX2\u5927\u6a21\u578b\u3002\u57fa\u4e8e\u5168\u56fd\u4ea7\u7b97\u529b\u8bad\u7ec3\uff0c\u901a\u7528\u80fd\u529b\u5bf9\u6807\u56fd\u9645\u9876\u5c16\uff0c\u5728\u6570\u5b66\u3001\u63a8\u7406\u3001\u8bed\u8a00\u7406\u89e3\u7b49\u65b9\u9762\u8868\u73b0\u7a81\u51fa\u3002
2\u670811\u65e5\uff0c\u8682\u8681\u96c6\u56e2\u5f00\u6e90\u5168\u6a21\u6001\u5927\u6a21\u578bMing-Flash-Omni 2.0\u3002\u652f\u6301\u8bed\u97f3\u3001\u97f3\u6548\u3001\u97f3\u4e50\u540c\u8f68\u751f\u6210\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u7cbe\u7ec6\u63a7\u5236\u97f3\u8272\u3001\u8bed\u901f\u3001\u60c5\u7eea\u7b49\u53c2\u6570\uff0c\u5728\u89c6\u89c9\u7406\u89e3\u548c\u56fe\u50cf\u7f16\u8f91\u65b9\u9762\u8868\u73b0\u7a81\u51fa\u3002
2\u670812\u65e5\uff0c\u9762\u58c1\u667a\u80fd\u53d1\u5e03MiniCPM-SALA\u3002\u8fd9\u662f\u884c\u4e1a\u9996\u4e2a\u5927\u89c4\u6a21\u8bad\u7ec3\u7684\u7a00\u758f-\u7ebf\u6027\u6ce8\u610f\u529b\u6df7\u5408\u67b6\u6784\uff0c\u5728\u957f\u6587\u672c\u7406\u89e3\u4e0e\u751f\u6210\u8bc4\u6d4b\u4e2d\u4f18\u52bf\u660e\u663e\uff0c\u4e14\u4fdd\u6301\u4e0e\u540c\u89c4\u6a21\u5168\u6ce8\u610f\u529b\u6a21\u578b\u76f8\u5f53\u7684\u63a8\u7406\u80fd\u529b\u3002
2\u670812\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u89c6\u9891\u751f\u6210\u6a21\u578bSeedance 2.0\u63a5\u5165\u8c46\u5305\u3002\u652f\u6301\u539f\u58f0\u97f3\u753b\u540c\u6b65\u3001\u591a\u955c\u5934\u957f\u53d9\u4e8b\uff0c\u7528\u6237\u53ef\u8f93\u5165\u63d0\u793a\u8bcd\u751f\u62105\u79d2\u621610\u79d2\u89c6\u9891\u3002
2\u670812\u65e5\uff0cMiniMax M2.5\u6b63\u5f0f\u4e0a\u7ebf\u3002\u4f5c\u4e3a\u5168\u7403\u9996\u4e2a\u4e3aAgent\u573a\u666f\u539f\u751f\u8bbe\u8ba1\u7684\u751f\u4ea7\u7ea7\u6a21\u578b\uff0c\u7f16\u7a0b\u4e0e\u667a\u80fd\u4f53\u6027\u80fd\u6bd4\u80a9\u56fd\u9645\u9876\u5c16\u6a21\u578b\uff0c\u76f4\u63a5\u5bf9\u6807Claude Opus 4.6\uff0c\u6fc0\u6d3b\u53c2\u6570\u91cf\u4ec510B\uff0c\u652f\u6301100 TPS\u8d85\u9ad8\u541e\u5410\u91cf\u3002
2\u670813\u65e5\uff0c\u5c0f\u7ea2\u4e66\u5f00\u6e90\u56fe\u50cf\u7f16\u8f91\u65b0SOTA\u6a21\u578bFireRed-Image-Edit\u3002\u521b\u65b0OCR\u5956\u52b1\u673a\u5236\uff0c\u89e3\u51b3\u6d77\u62a5\u6539\u5b57\u573a\u666f\u4e0b\u7684\u7a33\u5b9a\u6027\u95ee\u9898\u3002
2\u670813\u65e5\uff0c\u8c37\u6b4cGemini 3 Deep Think\u91cd\u5927\u5347\u7ea7\u3002\u805a\u7126\u590d\u6742\u79d1\u5b66\u4e0e\u5de5\u7a0b\u63a8\u7406\uff0c\u6210\u672c\u964d\u4f4e\u5e45\u5ea6\u9ad8\u8fbe280\u81f3420\u500d\u3002
2\u670813\u65e5\uff0cOpenAI\u4e0eCerebras\u63a8\u51faGPT-5.3-Codex-Spark\u6a21\u578b\u3002\u7528\u6676\u5706\u7ea7\u5f15\u64ce\u5b9e\u73b0\u6bcf\u79d21000 tokens\u8d85\u9ad8\u901f\u63a8\u7406\uff0c\u89e3\u51b3AI\u7f16\u7a0b\u7b49\u5f85\u5ef6\u8fdf\u95ee\u9898\u3002
2\u670813\u65e5\uff0c\u8682\u8681\u96c6\u56e2\u5f00\u6e90Ring-2.5-1T\u3002\u8fd9\u662f\u9996\u4e2a\u6df7\u5408\u7ebf\u6027\u67b6\u6784\u7684\u4e07\u4ebf\u53c2\u6570\u601d\u8003\u6a21\u578b\uff0c\u5728IMO\u3001CMO\u7b49\u6570\u5b66\u7ade\u8d5b\u4e2d\u8fbe\u5230\u91d1\u724c\u6c34\u5e73\uff0c\u957f\u7a0b\u63a8\u7406\u4e0e\u667a\u80fd\u4f53\u4efb\u52a1\u6267\u884c\u8868\u73b0\u4f18\u5f02\uff0c\u751f\u6210\u6548\u7387\u63d0\u53473\u500d\u3002
2\u670813\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u53d1\u5e03Seedream 5.0 Lite\u3002\u5728\u7406\u89e3\u3001\u63a8\u7406\u548c\u751f\u6210\u65b9\u9762\u5168\u9762\u63d0\u5347\u3002
2\u670814\u65e5\uff0c\u8c46\u5305\u5927\u6a21\u578b2.0\u7cfb\u5217\u53d1\u5e03\u3002\u5305\u542bPro\u3001Lite\u3001Mini\u4e09\u6b3e\u901a\u7528Agent\u6a21\u578b\u548cCode\u6a21\u578b\uff0c\u7075\u6d3b\u9002\u914d\u5404\u7c7b\u4e1a\u52a1\u573a\u666f\u3002
2\u670815\u65e5\uff0c\u4eac\u4e1c\u5f00\u6e90JoyAI-LLM-Flash\u5927\u6a21\u578b\u3002\u603b\u53c2\u657048B\uff0c\u6fc0\u6d3b\u53c2\u65703B\uff0c\u572820\u4e07\u4ebf\u6587\u672cToken\u4e0a\u9884\u8bad\u7ec3\uff0c\u64c5\u957f\u524d\u6cbf\u77e5\u8bc6\u7406\u89e3\u3001\u63a8\u7406\u548c\u7f16\u7a0b\u3002<\/p>\n\n\n\n

issue160 2026.2.16-2.22<\/strong><\/p>\n\n\n\n

2\u670816\u65e5\uff0cMoonshot\u6b63\u5f0f\u63a8\u51faKimi Claw\u3002\u901a\u8fc7 Kimi \u6781\u901f\u90e8\u7f72 OpenClaw\uff0c\u6253\u9020\u62e5\u6709\u4e2a\u6027\u4eba\u8bbe\u4e0e\u957f\u671f\u8bb0\u5fc6\u7684 7×24 \u5c0f\u65f6\u5728\u7ebf AI \u52a9\u624b\uff0c\u652f\u6301\u4e3b\u52a8\u6267\u884c\u5b9a\u65f6\u4efb\u52a1\u3002
2\u670816\u65e5\uff0c\u963f\u91ccQwen3.5-Plus\/Qwen3.5-397B-A17B\u65b0\u6a21\u578b\u4e0a\u7ebf\uff0c\u540e\u8005\u5b9a\u4f4d”\u5f00\u6e90\u65d7\u8230”\u3002
2\u670818\u65e5\uff0cAnthropic\u5ba3\u5e03\u63a8\u51fa\u4e2d\u578b\u6a21\u578bSonnet\u7684\u6700\u65b0\u7248\u672cSonnet 4.6\u3002\u5728\u4ee3\u7801\u7f16\u5199\u3001\u6307\u4ee4\u9075\u5faa\u4ee5\u53ca\u8ba1\u7b97\u673a\u64cd\u4f5c\u7b49\u65b9\u9762\u5747\u6709\u660e\u663e\u63d0\u5347\uff0c\u5c06\u7acb\u5373\u6210\u4e3a\u514d\u8d39\u548c\u4ed8\u8d39Pro\u7528\u6237\u7684\u9ed8\u8ba4\u6a21\u578b\u3002
2\u670818\u65e5\uff0c\u8c37\u6b4cAI\u641c\u7d22\u529f\u80fd\u5347\u7ea7\uff0c\u66f4\u7a81\u51fa\u5c55\u793a\u4fe1\u606f\u6765\u6e90\u94fe\u63a5\u3002\u5728AI\u6982\u89c8\u548cAI\u6a21\u5f0f\u4e2d\u52a0\u5165\u60ac\u505c\u5f39\u7a97\u3001\u94fe\u63a5\u56fe\u6807\u548c\u6587\u7ae0\u7b80\u4ecb\uff0c\u65e8\u5728\u56de\u5e94\u5916\u754c\u5bf9\u5176AI\u641c\u7d22\u5bfc\u81f4\u7f51\u7ad9\u6d41\u91cf\u4e0b\u6ed1\u7684\u62c5\u5fe7\u3002
2\u670818\u65e5\uff0cManus Agent\u53d1\u5e03\uff0c\u652f\u6301\u8fde\u63a5Telegram\u3002\u7528\u6237\u53ef\u76f4\u63a5\u5728\u6d88\u606f\u5e94\u7528\u4e2d\u8bbf\u95ee\u548c\u4f7f\u7528 Manus Agents\uff0cTelegram\u662f\u9996\u4e2a\u652f\u6301\u7684\u6e20\u9053\u3002
2\u670819\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03Lyria 3\u6a21\u578b\uff0c\u53ef\u4e00\u952e\u751f\u621030\u79d2\u9ad8\u4fdd\u771fAI\u97f3\u4e50\u3002\u514d\u8d39\u541118\u5c81\u4ee5\u4e0a\u7528\u6237\u5f00\u653e\uff0c\u53ef\u6839\u636e\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u6216\u89c6\u9891\u63d0\u793a\u751f\u6210\u97f3\u8f68\uff0c\u5e76\u81ea\u52a8\u521b\u4f5c\u6b4c\u8bcd\u3001\u751f\u6210\u4e13\u8f91\u5c01\u9762\u3002
2\u670819\u65e5\uff0cCursor 2.5\u53d1\u5e03\uff0cCursor Marketplace\u4e0a\u7ebf\u3002\u63a8\u51fa\u7528\u4e8e\u6269\u5c55Cursor\u7684\u63d2\u4ef6\u3001\u5bf9\u6838\u5fc3Agent\u529f\u80fd\u7684\u6539\u8fdb\uff0c\u4ee5\u53ca\u9488\u5bf9\u6c99\u7bb1\u547d\u4ee4\u7684\u7ec6\u7c92\u5ea6\u7f51\u7edc\u63a7\u5236\u3002
2\u670820\u65e5\uff0cGemini 3.1 Pro\u53d1\u5e03\u3002\u5728\u6d4b\u8bd5\u6a21\u578b\u89e3\u51b3\u5168\u65b0\u903b\u8f91\u6a21\u5f0f\u80fd\u529b\u7684ARC-AGI-2\u57fa\u51c6\u4e0a\u62ff\u4e0b77.1%\uff0c\u662f\u4e0a\u4ee33 Pro\u7684\u4e24\u500d\u591a\uff0c\u540c\u65f6\u538b\u8fc7\u4e86Anthropic\u7684Opus 4.6\u548cOpenAI\u7684GPT-5.2\u3002
2\u670822\u65e5\uff0cAnthropic\u63a8\u51fa\u5b89\u5168\u5de5\u5177Claude Code Security\u3002\u80fd\u50cf\u8001\u7ec3\u7684\u7f51\u5b89\u5de5\u7a0b\u5e08\u4e00\u6837\u7406\u6e05\u7ec4\u4ef6\u4ea4\u4e92\u4e0e\u6570\u636e\u6d41\u52a8\u7684\u65b9\u5f0f\uff0c\u6355\u83b7\u4e1a\u52a1\u903b\u8f91\u7f3a\u9677\u3001\u8bbf\u95ee\u63a7\u5236\u5931\u6548\u7b49\u590d\u6742\u6f0f\u6d1e\u3002<\/p>\n\n\n\n

issue161 2026.2.23-3.1<\/strong><\/p>\n\n\n\n

2\u670825\u65e5\uff0cPerplexity Computer\u4e0a\u7ebf\u3002\u6574\u5408Claude\u3001Gemini\u3001ChatGPT\u7b49\u591a\u6a21\u578b\uff0c\u652f\u6301\u81ea\u4e3b\u6267\u884c\u641c\u7d22\u3001\u6587\u6863\u751f\u6210\u3001\u6570\u636e\u5904\u7406\u7b49\u5b8c\u6574\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6708\u8d39200\u7f8e\u5143\u3002
2\u670825\u65e5\uff0cAnthropic\u63a8\u51fa\u4f01\u4e1a\u63d2\u4ef6Cowork & Plugins\u3002\u8ba9Claude\u76f4\u63a5\u5d4c\u5165Excel\u3001PowerPoint\u3001Slack\u7b49\u529e\u516c\u8f6f\u4ef6\uff0c\u5b9e\u73b0\u8de8\u7a0b\u5e8f\u65e0\u7f1d\u64cd\u4f5c\uff0c\u65e0\u9700\u590d\u5236\u7c98\u8d34\u3002
2\u670825\u65e5\uff0cAnthropic\u4e3aClaude Code\u5f15\u5165\u8fdc\u7a0b\u63a7\u5236\u6a21\u5f0f\u3002\u652f\u6301\u901a\u8fc7iPhone\u6216\u5b89\u5353\u624b\u673a\u8fdc\u7a0b\u540c\u6b65\u5e76\u63a7\u5236\u7535\u8111\u672c\u5730\u7684\u547d\u4ee4\u884c\u7f16\u7a0b\u4efb\u52a1\u3002
2\u670825\u65e5\uff0c\u8c37\u6b4c\u5f00\u653eProducerAI\u5e73\u53f0\u3002\u6df1\u5ea6\u878d\u5408Gemini\u3001Lyria 3\u3001Veo\u7b49\u5927\u6a21\u578b\uff0c\u4e3a\u97f3\u4e50\u4eba\u63d0\u4f9b\u4ece\u4f5c\u8bcd\u3001\u7f16\u66f2\u5230\u6df7\u97f3\u7684\u5168\u94fe\u8def\u521b\u4f5c\u652f\u6301\u3002
2\u670825\u65e5\uff0c\u963f\u91cc\u5343\u95ee\u5f00\u6e90Qwen3.5-Flash\u7cfb\u5217\u4e2d\u7b49\u89c4\u6a21\u6a21\u578b\u3002\u5305\u542b35B-A3B\u3001122B-A10B\u300127B\u4e09\u6b3e\uff0c\u5728\u590d\u6742\u4ee3\u7406\u573a\u666f\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u6027\u80fd\u8d85\u8d8a\u524d\u4ee3\u66f4\u5927\u89c4\u6a21\u6a21\u578b\u3002
2\u670826\u65e5\uff0cAdobe Firefly\u4e0a\u7ebf\u89c6\u9891\u7c97\u526a\u529f\u80fd\u3002\u7528\u6237\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u89c6\u9891\u76ee\u6807\uff0c\u7cfb\u7edf\u81ea\u52a8\u7b5b\u9009\u5173\u952e\u7247\u6bb5\u3001\u62fc\u63a5\u955c\u5934\u5e76\u751f\u6210\u8fc7\u6e21\u6548\u679c\u3002
2\u670826\u65e5\uff0cMinimax\u63a8\u51faAgent Expert 2.0\u4e0e\u4e91\u7aefAI\u52a9\u624bMaxClaw\u3002\u7528\u6237\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4efb\u52a1\uff0cAgent\u81ea\u52a8\u5b8c\u6210SOP\u68b3\u7406\u3001\u5de5\u5177\u7f16\u6392\u4e0e\u80fd\u529b\u914d\u7f6e\uff0c\u652f\u6301\u98de\u4e66\u3001\u9489\u9489\u7b49\u591a\u6e20\u9053\u534f\u4f5c\u3002
2\u670826\u65e5\uff0c\u534e\u4e3a\u4e91\u7801\u9053\u4ee3\u7801\u667a\u80fd\u4f53\u516c\u6d4b\u7248\u53d1\u5e03\u3002\u57fa\u4e8e\u5343\u4ebf\u7ea7\u4ee3\u7801\u5e93\u6c89\u6dc0\u4e0e\u534e\u4e3a\u4e91\u7b97\u529b\u5e95\u5ea7\u6253\u9020\uff0c\u5f00\u653e\u514d\u8d39\u4f53\u9a8c\u3002
2\u670827\u65e5\uff0c\u8c37\u6b4c\u5ba3\u5e03Android\u7cfb\u7edfGemini\u81ea\u52a8\u5316\u5347\u7ea7\u3002AI\u53ef\u6267\u884c\u53ebUber\u3001\u8ba2\u5916\u5356\u7b49\u591a\u6b65\u9aa4\u4efb\u52a1\uff0c\u5373\u5c06\u5728Pixel 10\u548c\u4e09\u661fGalaxy S26\u4e0a\u5b9e\u73b0\u3002
2\u670827\u65e5\uff0c\u8c37\u6b4c\u63a8\u51faNano Banana 2\u56fe\u50cfAI\u6a21\u578b\u3002\u57fa\u4e8eGemini 3.1 Flash Image\u6784\u5efa\uff0c\u8f93\u51fa\u5206\u8fa8\u7387\u4ece2K\u5347\u81f34K\uff0c\u4fee\u590d\u4e2d\u6587\u5b57\u7b26\u4e71\u7801\u95ee\u9898\u3002
2\u670827\u65e5\uff0c\u8c37\u6b4c\u7ffb\u8bd1\u5f15\u5165Gemini AI\u529f\u80fd\u3002\u4e0d\u4ec5\u80fd\u7ffb\u8bd1\uff0c\u8fd8\u80fd\u89e3\u91ca\u4e60\u8bed\u3001\u63d0\u4f9b\u540c\u4e49\u66ff\u6362\uff0c\u5e76\u8bf4\u660e\u4e0d\u540c\u8868\u8fbe\u7684\u4f7f\u7528\u573a\u666f\u3002
2\u670827\u65e5\uff0cFigma\u63a8\u51faCodex\u5bf9\u63a5\u529f\u80fd\u3002\u901a\u8fc7MCP\u670d\u52a1\u5668\u5b9e\u73b0\u8bbe\u8ba1\u7a3f\u4e0e\u53ef\u8fd0\u884c\u4ee3\u7801\u53cc\u5411\u540c\u6b65\uff0c\u63d0\u5347\u4ece\u8bbe\u8ba1\u5230\u5f00\u53d1\u7684\u6548\u7387\u3002
2\u670827\u65e5\uff0cDeepSeek\u53d1\u5e03DualPath\u63a8\u7406\u7cfb\u7edf\u3002\u901a\u8fc7\u53cc\u8def\u5f84\u52a0\u8f7d\u673a\u5236\u6d88\u9664KV\u7f13\u5b58I\/O\u74f6\u9888\uff0c\u663e\u8457\u63d0\u5347\u7cfb\u7edf\u541e\u5410\u91cf\u3002
2\u670828\u65e5\uff0c\u963f\u91cc\u4e91\u5f00\u6e90\u684c\u9762Agent\u5de5\u5177CoPaw\u3002\u53ef\u81ea\u7531\u63a5\u5165\u672c\u5730\u6a21\u578b\uff0c\u9002\u914d\u9489\u9489\u3001\u98de\u4e66\u3001QQ\u7b49\u591a\u8f6f\u4ef6\u5e73\u53f0\u3002
2\u670828\u65e5\uff0c\u6606\u4ed1\u5929\u5de5\u53d1\u5e03\u591a\u6a21\u6001\u89c6\u9891\u6a21\u578bSkyReels-V4\u3002\u652f\u6301\u6700\u9ad81080p\u5206\u8fa8\u7387\u300132FPS\u5e27\u7387\u3001\u6700\u957f15\u79d2\u8f93\u51fa\uff0c\u5b9e\u73b0\u97f3\u9891\u4e0e\u753b\u9762\u7cbe\u51c6\u540c\u6b65\u3002<\/p>\n\n\n\n

issue162 2026.3.2-3.8<\/strong><\/p>\n\n\n\n

3\u67082\u65e5\uff0c\u7f8e\u56e2\u65d7\u4e0b\u5149\u5e74\u4e4b\u5916\u53d1\u5e03AI\u6d4f\u89c8\u5668Tabbit\u3002\u96c6\u6d4f\u89c8\u3001\u641c\u7d22\u3001\u5bf9\u8bdd\u4e0e\u667a\u80fd\u6267\u884c\u4e8e\u4e00\u4f53\uff0c\u652f\u6301\u81ea\u52a8\u6267\u884c\u590d\u6742\u7f51\u9875\u64cd\u4f5c\u4efb\u52a1\u3002
3\u67082\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5b9e\u9a8c\u5ba4\u53d1\u5e03\u4e24\u6b3e\u8bed\u97f3\u751f\u6210\u6a21\u578b\u3002Fun-CosyVoice3.5\u4e0eFun-AudioGen-VD\u652f\u6301\u7528\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u76f4\u63a5\u63a7\u5236\u8bed\u97f3\u751f\u6210\u6548\u679c\u3002
3\u67082\u65e5\uff0c\u963f\u91cc\u5343\u95ee\u5f00\u6e90\u56db\u6b3eQwen3.5\u5c0f\u5c3a\u5bf8\u6a21\u578b\u3002\u8986\u76d60.8B\u52309B\u53c2\u6570\uff0c\u6ee1\u8db3\u4eceIoT\u8bbe\u5907\u5230\u670d\u52a1\u5668\u7aef\u7684\u591a\u6837\u5316\u90e8\u7f72\u9700\u6c42\u3002
3\u67083\u65e5\uff0c\u963f\u91ccQoderWorker\u684c\u9762Agent\u5168\u9762\u5f00\u653e\u3002\u652f\u6301Mac\/Windows\uff0c\u96c6\u6210\u9876\u5c16\u6a21\u578b\u4e0eAgent\u6846\u67b6\uff0c\u5185\u7f6e\u6c99\u76d2\u73af\u5883\u4fdd\u969c\u9690\u79c1\u3002
3\u67084\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03Gemini 3.1 Flash-Lite\u6a21\u578b\u3002\u8f93\u51fa\u901f\u5ea6363 token\/s\uff0c\u4ef7\u683c\u4ec50.25\u7f8e\u5143\/\u767e\u4e07Token\u3002
3\u67084\u65e5\uff0c\u8682\u8681\u96c6\u56e2\u643a\u624b\u6e05\u534e\u5927\u5b66\u5f00\u6e90AReaL\u5f3a\u5316\u5b66\u4e60\u7cfb\u7edf\u3002\u901a\u8fc7\u89e3\u8026\u751f\u6210\u4e0e\u8bad\u7ec3\u6d41\u7a0b\uff0c\u8bad\u7ec3AI\u63a8\u7406\u6700\u9ad8\u63d0\u901f2.77\u500d\u3002
3\u67084\u65e5\uff0c\u5b57\u8282Seedance 2.0\u89c6\u9891\u751f\u6210\u6a21\u578b\u516c\u5e03API\u5b9a\u4ef7\u3002\u7eaf\u89c6\u9891\u751f\u621046\u5143\/\u767e\u4e07tokens\uff0c\u542b\u89c6\u9891\u8f93\u516528\u5143\/\u767e\u4e07tokens\u3002
3\u67084\u65e5\uff0cOpenAI\u63a8\u51faGPT-5.3 Instant\u3002\u5e7b\u89c9\u7387\u964d\u4f4e26.8%\uff0c\u56de\u7b54\u98ce\u683c\u66f4\u81ea\u7136\uff0c\u4e0d\u518d”\u8bf4\u6559”\u3002
3\u67085\u65e5\uff0c\u5fae\u8f6f\u53d1\u5e03Phi-4-Reasoning-Vision-15B\u5f00\u6e90\u6a21\u578b\u3002\u7ed3\u5408\u9ad8\u5206\u8fa8\u7387\u89c6\u89c9\u611f\u77e5\u4e0e\u9009\u62e9\u6027\u63a8\u7406\uff0c\u80fd\u81ea\u4e3b\u51b3\u5b9a\u4f55\u65f6\u542f\u52a8\u6df1\u5ea6\u601d\u8003\u3002
3\u67086\u65e5\uff0cOpenAI\u6b63\u5f0f\u53d1\u5e03GPT-5.4\u3002\u5305\u62ecThinking\u548cPro\u4e24\u4e2a\u7248\u672c\uff0c\u652f\u6301100\u4e07Token\u957f\u4e0a\u4e0b\u6587\u4e0eComputer-Use\uff0c\u63a8\u52a8\u5927\u6a21\u578b\u5411AI\u4ee3\u7406\u6f14\u5316\u3002
3\u67086\u65e5\uff0cFlashAttention-4\u6b63\u5f0f\u53d1\u5e03\u3002\u7b97\u6cd5\u6d41\u6c34\u7ebf\u5927\u5e45\u6539\u8fdb\uff0c\u5b9e\u73b0\u77e9\u9635\u4e58\u6cd5\u7ea7\u901f\u5ea6\uff0c\u517c\u987e\u7075\u6d3b\u6027\u4e0e\u9ad8\u6027\u80fd\u3002
3\u67087\u65e5\uff0c\u8c37\u6b4c\u5f00\u6e90Google Workspace CLI\u3002\u5185\u7f6e\u8d8540\u9879Agent Skills\uff0c\u8ba9OpenClaw\u7b49AI\u667a\u80fd\u4f53\u76f4\u63a5\u64cd\u4f5cGmail\u3001Drive\u4e91\u76d8\u7b49\u6838\u5fc3\u529e\u516c\u6570\u636e\u3002
3\u67087\u65e5\uff0c\u8c37\u6b4cNotebookLM\u65b0\u589e”\u7535\u5f71\u5316\u89c6\u9891\u6982\u89c8”\u529f\u80fd\u3002\u8c03\u7528Gemini 3\u3001Nano Banana Pro\u53caVeo 3\u7b49\u6a21\u578b\uff0c\u5c06\u7814\u7a76\u7b14\u8bb0\u81ea\u52a8\u751f\u6210\u52a8\u6001\u89c6\u9891\u3002
3\u67087\u65e5\uff0c\u817e\u8bafQQ\u5f00\u653eOpenClaw”\u5c0f\u9f99\u867e”\u5b98\u65b9\u63a5\u5165\u3002\u652f\u6301\u4e00\u952e\u521b\u5efa\u673a\u5668\u4eba\uff0c\u5355\u4e2aQQ\u53f7\u6700\u591a\u53ef\u521b\u5efa5\u4e2a\uff0c\u652f\u6301\u591a\u5a92\u4f53\u4ea4\u4e92\u3002<\/p>\n\n\n\n

issue163 2026.3.9-3.15<\/strong><\/p>\n\n\n\n

3\u67089\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u706b\u5c71\u5f15\u64ce\u4e0a\u7ebfArkClaw\u3002\u5f00\u7bb1\u5373\u7528\u7684\u4e91\u4e0aSaaS\u7248OpenClaw\uff0c\u652f\u6301\u7f51\u9875\u7aef\u53ca\u98de\u4e66\u7b49\u4e3b\u6d41\u901a\u8bafApp\u3002
3\u67089\u65e5\uff0c\u817e\u8baf\u4e91\u6b63\u5f0f\u53d1\u5e03\u5168\u573a\u666fAI\u667a\u80fd\u4f53WorkBuddy\u3002\u5b8c\u5168\u517c\u5bb9OpenClaw\u6280\u80fd\uff0c\u652f\u6301\u591a\u7a97\u53e3\u5e76\u884c\uff0c\u53ef\u65e0\u7f1d\u5207\u6362\u6df7\u5143\u3001DeepSeek\u7b49\u56fd\u5185\u5927\u6a21\u578b\u3002
3\u67089\u65e5\uff0cMiniMax\u4e3aOpenClaw\u63a8\u51fa\u8bed\u97f3\u4e0e\u97f3\u4e50\u65b0\u6280\u80fd\u3002\u652f\u6301\u5b9a\u5236\u97f3\u8272\u3001\u521b\u4f5c\u5b8c\u6574\u6b4c\u66f2\u4e0e\u7eaf\u97f3\u4e50\uff0c\u8ba9AI\u52a9\u624b\u66f4\u5168\u80fd\u3002
3\u67089\u65e5\uff0c\u5c0f\u7ea2\u4e66\u53d1\u5e03FireRed-Image-Edit\u56fe\u50cf\u7f16\u8f91\u6a21\u578b1.1\u7248\u3002\u5927\u5e45\u63d0\u5347\u4eba\u50cf\u4e00\u81f4\u6027\uff0c\u652f\u6301\u539f\u751fComfyUI\u8282\u70b9\uff0c\u4ec5\u970030GB\u663e\u5b58\u3002
3\u67089\u65e5\uff0c\u534e\u4e3a\u5c0f\u827a\u5f00\u653e\u5e73\u53f0\u65b0\u589eOpenClaw\u6a21\u5f0f\u3002\u652f\u6301\u901a\u8fc7\u5c0f\u827aApp\u8fde\u63a57\u00d724\u4e2a\u4eba\u4e13\u5c5e\u667a\u80fd\u4f53\u3002
3\u670810\u65e5\uff0c\u667a\u8c31AI\u4e0a\u7ebfAutoClaw”\u6fb3\u9f99”\u5de5\u5177\u3002\u652f\u6301\u672c\u5730\u7535\u8111\u4e00\u952e\u90e8\u7f72OpenClaw\uff0c\u5185\u7f6e\u6df1\u5ea6\u4f18\u5316\u7684Pony-Alpha-2\u6a21\u578b\u3002
3\u670810\u65e5\uff0c\u963f\u91cc”\u65e0\u5f71JVS”\u66f4\u540d\u4e3a”JVS Claw”\u5f00\u542f\u5185\u6d4b\u3002\u963f\u91cc\u7248OpenClaw\u5e94\u7528\uff0c\u63d0\u4f9b\u72ec\u7acbApp\u548c\u7f51\u9875\u7248\uff0c\u5185\u6d4b\u671f\u6bcf\u4f4d\u7528\u6237\u514d\u8d39\u83b78000Credits\u989d\u5ea6\u3002
3\u670810\u65e5\uff0c\u817e\u8baf\u7535\u8111\u7ba1\u5bb6\u63a8\u51fa\u57fa\u4e8eOpenClaw\u7684\u672c\u5730AI\u52a9\u624bQClaw\u3002\u652f\u6301Mac\u4e0eWindows\u53cc\u7aef\uff0c\u901a\u8fc7\u5fae\u4fe1\u8fdc\u7a0b\u64cd\u63a7\u7535\u8111\uff0c\u6570\u636e\u5168\u90e8\u7559\u5728\u672c\u5730\u3002
3\u670811\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03\u9996\u4e2a\u539f\u751f\u591a\u6a21\u6001\u5d4c\u5165\u6a21\u578bGemini Embedding 2\u3002\u53ef\u5c06\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u548c\u6587\u6863\u6620\u5c04\u5230\u540c\u4e00\u5d4c\u5165\u7a7a\u95f4\u3002
3\u670811\u65e5\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u53d1\u5e03\u96f6\u90e8\u7f72OpenClaw\u670d\u52a1DuClaw\u3002\u9762\u5411\u96f6\u57fa\u7840\u7528\u6237\uff0c\u65e0\u9700\u914d\u7f6eAPI Key\uff0c\u7f51\u9875\u7aef\u76f4\u63a5\u5f00\u7528\u3002
3\u670810\u65e5\uff0c\u817e\u8baf\u6df7\u5143\u5f00\u6e90\u4e16\u754c\u6a21\u578b\u5f3a\u5316\u5b66\u4e60\u540e\u8bad\u7ec3\u6846\u67b6WorldCompass\u3002\u4f5c\u4e3a\u6df7\u5143\u4e16\u754c\u6a21\u578b1.5\u5b98\u65b9\u6269\u5c55\u6a21\u5757\uff0c\u63d0\u5347\u4ea4\u4e92\u51c6\u786e\u6027\u4e0e\u4f53\u9a8c\u3002
3\u670812\u65e5\uff0c\u82f1\u4f1f\u8fbe\u53d1\u5e03\u6700\u5f3a\u5f00\u6e90\u6743\u91cd\u6a21\u578bNemotron 3 Super\u3002120B\u53c2\u6570\uff0c\u541e\u5410\u91cf\u8f83\u524d\u4ee3\u98d9\u53475\u500d\u3002
3\u670812\u65e5\uff0cPerplexity\u63a8\u51faPersonal Computer\u670d\u52a1\u3002\u57fa\u4e8eMac mini\u7684\u5168\u5929\u5019AI\u7ba1\u5bb6\uff0c\u80fd\u81ea\u52a8\u62c6\u89e3\u590d\u6742\u4efb\u52a1\u5e76\u59d4\u6d3e\u5b50\u667a\u80fd\u4f53\u6267\u884c\u3002
3\u670812\u65e5\uff0c\u817e\u8baf\u9f99\u867e\u6280\u80fd\u793e\u533aSkillHub\u4e0a\u7ebf\u3002\u4e13\u4e3a\u4e2d\u56fd\u7528\u6237\u4f18\u5316\uff0c\u5df2\u6536\u5f55\u8d8513000\u4e2a\u9f99\u867e\u6280\u80fd\u3002
3\u670813\u65e5\uff0cChatGPT\u4e0eClaude\u53cc\u53cc\u652f\u6301\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u56fe\u8868\u3002\u4ece\u7eaf\u6587\u672c\u804a\u5929\u8fdb\u5316\u4e3a\u652f\u6301\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u7684\u5b66\u4e60\u5de5\u5177\uff0c\u5f00\u542fAI\u4ea4\u4e92\u5f0f\u56fe\u8868\u65f6\u4ee3\u3002<\/p>\n\n\n\n

issue164 2026.3.16-3.22<\/strong><\/p>\n\n\n\n

3\u670816\u65e5\uff0c\u817e\u8baf\u5ba3\u5e03”\u5143\u5b9d\u6d3e”\u6b63\u5f0f\u652f\u6301\u63a5\u5165OpenClaw\u3002\u7528\u6237\u53ef\u5c06\u81ea\u5df1\u7684\u9f99\u867e\u62c9\u5230\u6d3e\u5185\uff0c\u5b9e\u73b0\u591a\u4eba\u4e0eAI\u534f\u540c\u4e0e\u793e\u4ea4\u4e92\u52a8\u3002
3\u670816\u65e5\uff0c\u82f1\u4f1f\u8fbe\u5728GTC 2026\u5927\u4f1a\u4e0a\u5168\u9762\u6269\u5c55\u5f00\u6e90\u6a21\u578b\u5bb6\u65cf\u3002\u53d1\u5e03Nemotron 3 Ultra\uff0c\u541e\u5410\u91cf\u6548\u7387\u63d0\u53475\u500d\uff0c\u63a8\u52a8\u667a\u80fd\u4f53\u4e0e\u7269\u7406AI\u53d1\u5c55\u3002
3\u670817\u65e5\uff0c\u963f\u91cc\u53d1\u5e03\u5168\u7403\u9996\u4e2a\u4f01\u4e1a\u7ea7AI\u539f\u751f\u5de5\u4f5c\u5e73\u53f0”\u609f\u7a7a”\uff0c\u5b9a\u4f4d\u4f01\u4e1a\u7ea7Agent\u5e73\u53f0\u3002
3\u670818\u65e5\uff0c\u54e9\u5e03\u54e9\u5e03\u4e0a\u7ebfLibTV\u89c6\u9891\u521b\u4f5c\u5e73\u53f0\u3002\u9996\u4e2a\u540c\u65f6\u9762\u5411\u4eba\u4e0eAgent\u7684\u4e13\u4e1a\u89c6\u9891\u521b\u4f5c\u5e73\u53f0\uff0c\u9996\u53d1\u642d\u8f7d\u6700\u5f3a\u89c6\u9891\u6a21\u578b\u3002
3\u670818\u65e5\uff0cOpenAI\u53d1\u5e03GPT-5.4 mini\u4e0enano\u3002\u53f7\u79f0\u8fc4\u4eca\u80fd\u529b\u6700\u5f3a\u5c0f\u578b\u6a21\u578b\uff0cGPT-5.4 mini\u8f83\u524d\u4ee3\u901f\u5ea6\u63d0\u5347\u4e24\u500d\u4ee5\u4e0a\uff0cnano\u4e3a\u6700\u8f7b\u91cf\u5feb\u901f\u7248\u672c\u3002
3\u670818\u65e5\uff0cManus\u63a8\u51fa”My Computer”\u7cfb\u7edf\u3002\u5b9e\u73b0\u672c\u5730\u5316AI\u667a\u80fd\u4f53\u64cd\u4f5c\uff0c\u5bf9\u6807OpenClaw\u4e0ePerplexity\u7684Personal Computer\u3002
3\u670818\u65e5\uff0cMiniMax\u53d1\u5e03M2.7\u6a21\u578b\u3002\u80fd\u81ea\u884c\u6784\u5efa\u590d\u6742Agent Harness\uff0c\u57fa\u4e8eAgent Teams\u3001Skills\u7b49\u80fd\u529b\u5b8c\u6210\u9ad8\u5ea6\u590d\u6742\u4efb\u52a1\uff0c\u5f00\u542f\u6a21\u578b\u81ea\u6211\u8fdb\u5316\u3002
3\u670819\u65e5\uff0c\u5c0f\u7c73\u6df1\u591c\u4e0a\u7ebf\u4e09\u5927\u81ea\u7814MiMo-V2\u7cfb\u5217\u6a21\u578b\u3002\u5305\u62ec\u65d7\u8230Pro\u3001\u5168\u6a21\u6001\u57fa\u5ea7Omni\u548c\u8bed\u97f3\u5408\u6210TTS\uff0c\u5df2\u767b\u9646\u591a\u4e2a\u5e73\u53f0\u5e76\u652f\u6301OpenClaw\u63a5\u5165\u3002
3\u670819\u65e5\uff0c\u8c37\u6b4c\u66f4\u65b0UI\u8bbe\u8ba1\u5de5\u5177Stitch\u3002\u5f15\u5165”\u6c1b\u56f4\u8bbe\u8ba1”\u7406\u5ff5\uff0c\u7528\u6237\u53ef\u76f4\u63a5\u4ece\u62bd\u8c61\u6982\u5ff5\u51fa\u53d1\u5f00\u542f\u8bbe\u8ba1\u6d41\u7a0b\uff0c\u6253\u7834\u7ebf\u6846\u56fe\u8d77\u6b65\u7684\u4f20\u7edf\u9650\u5236\u3002
3\u670819\u65e5\uff0cAdobe FireFly\u89e3\u9501\u65b0\u6280\u80fd\u3002\u652f\u6301\u4f7f\u7528\u7528\u6237\u81ea\u5df1\u7684\u753b\u4f5c\u8bad\u7ec3AI\u6a21\u578b\uff0c\u786e\u4fdd\u98ce\u683c\u4e00\u81f4\u6027\uff0c\u9762\u5411\u9ad8\u9891\u5185\u5bb9\u751f\u4ea7\u573a\u666f\u3002
3\u670820\u65e5\uff0c\u5343\u95ee\u53d1\u5e03Qwen3.5-Max-Preview\u65d7\u8230\u6a21\u578b\u9884\u89c8\u7248\u3002\u5728LMArena\u53d6\u5f971464\u5206\uff0c\u51b2\u8fdb\u5168\u7403\u524d\u4e94\u3001\u4e2d\u56fd\u7b2c\u4e00\u3002
3\u670820\u65e5\uff0cPerplexity\u63a8\u51faAI\u5065\u5eb7\u52a9\u624bHealth\u670d\u52a1\u3002\u53ef\u8bfb\u53d6\u75c5\u5386\u3001\u624b\u73af\u7b49\u5065\u5eb7\u6570\u636e\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u533b\u7597\u5efa\u8bae\uff0c\u6570\u636e\u52a0\u5bc6\u4e14\u4e0d\u7528\u4e8e\u8bad\u7ec3\u3002
3\u670820\u65e5\uff0c\u5fae\u8f6f\u53d1\u5e03\u7b2c\u4e8c\u4ee3\u56fe\u50cf\u751f\u6210\u6a21\u578bMAI-Image-2\u3002\u5728LMArena\u56fe\u50cf\u751f\u6210\u6392\u884c\u699c\u8dfb\u8eab\u7b2c\u4e09\u540d\u3002
3\u670820\u65e5\uff0cCursor\u57fa\u4e8eKimi-K2.5\u540e\u8bad\u7ec3\u63a8\u51faComposer 2\u7f16\u7a0b\u6a21\u578b\u3002\u5177\u590720\u4e07Token\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u4e3b\u6253\u957f\u5468\u671f\u667a\u80fd\u4f53\u7f16\u7a0b\uff0c\u8f93\u5165\u8f93\u51fa\u4ef7\u683c\u964d\u4f4e86%\u3002
3\u670820\u65e5\uff0cClaude Code\u65b0\u589eChannels\u529f\u80fd\u3002\u652f\u6301\u624b\u673a\u8fdc\u7a0b\u63a7\u5236AI\u7f16\u7a0b\uff0c\u51cc\u6668\u5e8a\u4e0a\u53d1\u6761\u6d88\u606f\u5373\u53ef\u9a71\u52a8Mac Mini\u7f16\u7a0b\u3002
3\u670820\u65e5\uff0c\u7f8e\u56fe\u5e7f\u544a\u89c6\u9891Agent\u4ea7\u54c1Advivi\u53d1\u5e03\u4e0a\u7ebf\uff0c\u652f\u6301\u4e00\u53e5\u8bdd\u751f\u6210\u4e13\u4e1a\u5e7f\u544a\u89c6\u9891\u5e76\u63d0\u4f9b\u5728\u7ebf\u89c6\u9891\u7f16\u8f91\u5668\u4f9b\u4eba\u5de5\u4fee\u6539\uff0c\u5927\u5e45\u63d0\u5347\u89c6\u9891\u5e7f\u544a\u5236\u4f5c\u6548\u7387\u3002
3\u670821\u65e5\uff0c\u9a6c\u65af\u514b\u5ba3\u5e03Grok Computer\u667a\u80fd\u4f53\u5373\u5c06\u4e0a\u7ebf\u3002\u9884\u8ba1\u5c06\u4ee5Grok\u667a\u80fd\u4f53\u8eab\u4efd\u767b\u573a\uff0c\u4e3a”\u5de8\u786c\uff08Macrohard\uff09”\u94fa\u8def\u3002
3\u670822\u65e5\uff0c\u5fae\u4fe1\u63a8\u51fa\u5b98\u65b9\u9f99\u867e\u63d2\u4ef6ClawBot\u3002\u652f\u6301\u63a5\u5165OpenClaw\uff0c\u7528\u6237\u626b\u7801\u5373\u53ef\u5c06OpenClaw\u63a5\u5165\u5fae\u4fe1\uff0c\u901a\u8fc7\u804a\u5929\u5feb\u901f\u8c03\u7528\u9f99\u867e\u3002<\/p>\n\n\n\n

issue165 2026.3.23-3.29<\/strong><\/p>\n\n\n\n

3\u670824\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5b9e\u9a8c\u5ba4\u53d1\u5e03PrismAudio\u89c6\u9891\u751f\u6210\u97f3\u9891\u6846\u67b6\u3002\u91c7\u7528\u5f3a\u5316\u5b66\u4e60\u4e0e\u5206\u89e3\u5f0f\u601d\u7ef4\u94fe\uff0c\u4ec55.18\u4ebf\u53c2\u6570\u5373\u53ef\u7cbe\u51c6\u5339\u914d\u89c6\u9891\u73af\u5883\u97f3\uff0c\u751f\u62109\u79d2\u97f3\u9891\u4ec5\u97000.63\u79d2\u3002
3\u670824\u65e5\uff0cClaude Cowork\u4e0a\u7ebfDispatch\u65b0\u529f\u80fd\u3002\u7528\u6237\u53ef\u901a\u8fc7\u624b\u673a\u8fdc\u7a0b\u6307\u6325\u7535\u8111Agent\uff0c\u5f00\u542f\u672c\u5730\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u3002
3\u670825\u65e5\uff0c\u817e\u8baf\u5143\u5b9d\u6d3e\u7535\u8111\u7248\u4e0a\u7ebf\u3002\u652f\u6301\u591a\u7aef\u6d88\u606f\u540c\u6b65\u3001\u6587\u4ef6\u62d6\u62fd\uff0c\u53ef\u8fb9\u5171\u4eab\u5c4f\u5e55\u8fb9\u5b9e\u65f6\u4ea4\u6d41\u3002
3\u670826\u65e5\uff0c\u8c37\u6b4c\u63a8\u51fa\u538b\u7f29\u7b97\u6cd5TurboQuant\u3002AI\u8fd0\u884c\u5185\u5b58\u5360\u7528\u9510\u964d\u81f31\/6\uff0c\u6709\u671b\u89e3\u51b3\u5927\u6a21\u578bKV Cache\u5185\u5b58\u74f6\u9888\u3002
3\u670826\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03\u6700\u5148\u8fdb\u97f3\u4e50\u751f\u6210\u6a21\u578bLyria 3 Pro\u3002\u53ef\u521b\u4f5c\u8fd13\u5206\u949f\u5b8c\u6574\u97f3\u8f68\uff0c\u5185\u7f6eSynthID\u6570\u5b57\u6c34\u5370\uff0c\u5df2\u96c6\u6210\u81f3Gemini\u7b49\u591a\u4e2a\u4ea7\u54c1\u3002
3\u670826\u65e5\uff0cOpenClaw 3.24\u53d1\u5e03\u3002\u89e3\u51b3Skills\u5b89\u88c5\u969c\u788d\uff0c\u63a7\u5236\u53f0\u754c\u9762\u5927\u6539\uff0c\u4fee\u590d\u6587\u4ef6\u8bbf\u95ee\u5b89\u5168\u6f0f\u6d1e\u53ca\u591a\u5e73\u53f0\u9891\u9053bug\u3002
3\u670827\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03Gemini 3.1 Flash Live\u97f3\u9891\u6a21\u578b\u3002\u4e13\u4e3a\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92\u8bbe\u8ba1\uff0c\u5728ComplexFuncBench Audio\u4e2d\u5f97\u520690.8%\uff0c\u5411\u5f00\u53d1\u8005\u5168\u9762\u5f00\u653e\u3002
3\u670827\u65e5\uff0c\u8c37\u6b4cGemini\u652f\u6301\u4e00\u952e\u5bfc\u5165ChatGPT\u3001Claude\u8bb0\u5fc6\u4e0e\u804a\u5929\u8bb0\u5f55\uff0c\u5b9e\u73b0AI\u52a9\u624b\u65e0\u7f1d\u5207\u6362\u3002
3\u670827\u65e5\uff0c\u8da3\u4e38\u79d1\u6280Tunee\u4e0a\u7ebfMV Agent\uff0c\u652f\u6301\u63a5\u5165OpenClaw\u3002\u5f3a\u8c03\u5168\u6d41\u7a0b\u53ef\u7f16\u8f91\uff0c\u521b\u610f\u3001\u89d2\u8272\u3001\u811a\u672c\u3001\u5206\u955c\u6bcf\u4e2a\u73af\u8282\u53ef\u5355\u72ec\u8c03\u6574\u3002
3\u670827\u65e5\uff0c\u963f\u91ccQoderWork\u6253\u901a\u9489\u9489\u3001\u5fae\u4fe1\u3001\u98de\u4e66\u3002\u624b\u673a\u7aef\u53ef\u76f4\u63a5\u53ec\u5524\u684c\u9762AI\u52a9\u624b\uff0c\u8fdc\u7a0b\u5b8c\u6210\u6587\u4ef6\u6574\u7406\u3001\u6570\u636e\u5904\u7406\u7b49\u4efb\u52a1\u3002
3\u670827\u65e5\uff0c\u7f8e\u56e2\u53d1\u5e03\u5f00\u6e90\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578bLongCat-Next\u3002\u5c06\u6587\u5b57\u3001\u56fe\u50cf\u3001\u8bed\u97f3\u7edf\u4e00\u4e3a\u79bb\u6563Token\uff0c\u5b9e\u73b0\u8de8\u6a21\u6001\u7edf\u4e00\u9884\u6d4b\u3002
3\u670827\u65e5\uff0cOpenAI\u4e3aCodex\u63a8\u51fa\u63d2\u4ef6\u670d\u52a1\u3002\u5f00\u53d1\u8005\u53ef\u5c06Skills\u3001MCP\u670d\u52a1\u5668\u914d\u7f6e\u7b49\u6253\u5305\u6210\u53ef\u5b89\u88c5\u5de5\u4f5c\u6d41\uff0c\u76ee\u524d\u5df2\u96c6\u6210Slack\u3001Figma\u7b49\u5de5\u5177\uff0c\u7528\u6237\u91cf\u8d85\u767e\u4e07\u3002
3\u670827\u65e5\uff0c\u667a\u8c31GLM-5.1\u9762\u5411\u6240\u6709Coding Plan\u7528\u6237\u5f00\u653e\uff0c\u8986\u76d6Lite\u3001Pro\u3001Max\u5168\u90e8\u5c42\u7ea7\u3002
3\u670827\u65e5\uff0c\u9489\u9489CLI\u5f00\u6e90\uff0c\u9996\u6279\u5f00\u653e10\u9879\u6838\u5fc3\u4ea7\u54c1\u80fd\u529b\uff0c\u539f\u751f\u652f\u6301Claude Code\u7b49\u3002
3\u670827\u65e5\uff0c\u8c37\u6b4c\u5185\u90e8AI\u5de5\u5177Agent Smith\u66dd\u5149\u3002\u53ef\u81ea\u52a8\u5904\u7406\u7f16\u7a0b\u7b49\u591a\u9879\u4efb\u52a1\uff0c\u56e0\u4f7f\u7528\u4eba\u6570\u6fc0\u589e\u88ab\u8feb\u9650\u5236\u8bbf\u95ee\u6743\u9650\u3002
3\u670828\u65e5\uff0cAnthropic\u672a\u516c\u5f00\u535a\u5ba2\u8349\u7a3f\u6cc4\u9732\uff0c\u66dd\u5149\u6b63\u5728\u7814\u53d1\u7684\u4e0b\u4e00\u4ee3AI\u6a21\u578bClaude Mythos\u3002\u5b98\u65b9\u8bc1\u5b9e\u5176\u4e3a\u516c\u53f8\u8fc4\u4eca”\u6700\u5f3a\u6a21\u578b”\uff0c\u4f46\u8b66\u544a\u79f0\u5176\u53ef\u80fd\u589e\u52a0\u7f51\u7edc\u653b\u51fb\u98ce\u9669\u3002
3\u670828\u65e5\uff0cSuno\u53d1\u5e03v5.5\u97f3\u4e50\u751f\u6210\u5927\u6a21\u578b\u3002\u5168\u9762\u805a\u7126\u4e2a\u6027\u5316\u5b9a\u5236\uff0c\u63a8\u51fa”\u58f0\u97f3”\u3001”\u81ea\u5b9a\u4e49\u6a21\u578b”\u4e0e”\u6211\u7684\u54c1\u5473”\u4e09\u5927\u6838\u5fc3\u529f\u80fd\u3002<\/p>\n\n\n\n

issue166 2026.3.30-4.5<\/strong><\/p>\n\n\n\n

3\u670830\u65e5\uff0c\u98de\u4e66\u3001\u4f01\u5fae\u76f8\u7ee7\u5f00\u6e90CLI\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u9762\u5411Agent\u53cb\u597d\u7684Interface\u3002
3\u670830\u65e5\uff0c\u963f\u91cc\u5343\u95ee\u53d1\u5e03\u5168\u6a21\u6001\u5927\u6a21\u578bQwen3.5-Omni\u3002\u53ef\u65e0\u7f1d\u7406\u89e3\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u53ca\u97f3\u89c6\u9891\u8f93\u5165\uff0c\u5728\u591a\u9879\u4efb\u52a1\u4e2d\u8d85\u8d8aGemini 3.1 Pro\u3002
3\u670831\u65e5\uff0c\u963f\u91cc\u4e91\u65d7\u8230\u7ea7\u5927\u6a21\u578bQwen 3.6 Plus Preview\u5728OpenRouter\u514d\u8d39\u5f00\u653e\u3002\u63a8\u7406\u80fd\u529b\u548cAgent\u884c\u4e3a\u53ef\u9760\u6027\u663e\u8457\u63d0\u5347\uff0c\u652f\u6301100\u4e07token\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002
3\u670831\u65e5\uff0c\u8682\u8681\u7075\u6ce2\u79d1\u6280\u6b63\u5f0f\u5f00\u6e90\u5927\u89c4\u6a21RGB-D\u6df1\u5ea6\u6570\u636e\u96c6LingBot-Depth-Dataset\u3002
4\u67081\u65e5\uff0c\u8c37\u6b4cDeepMind\u53d1\u5e03\u6700\u5b9e\u60e0\u89c6\u9891\u751f\u6210\u6a21\u578bVeo 3.1 Lite\u3002720p\u753b\u8d28\u6bcf\u79d2\u4ec5\u97000.05\u7f8e\u5143\uff0c\u6210\u672c\u4e0d\u5230Fast\u7248\u672c\u4e00\u534a\u3002
4\u67081\u65e5\uff0c\u963f\u91cc\u901a\u4e49\u5b9e\u9a8c\u5ba4\u53d1\u5e03Wan2.7-Image\u56fe\u50cf\u751f\u6210\u6a21\u578b\u3002\u8ba9\u4eba\u66f4\u771f\u3001\u5b57\u66f4\u7a33\u3001\u8272\u66f4\u51c6\uff0c\u652f\u6301\u6df1\u5ea6\u81ea\u5b9a\u4e49\u865a\u62df\u5f62\u8c61\u3002
4\u67081\u65e5\uff0cAnthropic\u56e0\u6784\u5efa\u5931\u8bef\u81f4Claude Code\u5b8c\u6574TypeScript\u6e90\u4ee3\u7801\u610f\u5916\u6cc4\u9732\uff0c\u7cfb\u4e00\u5468\u5185\u7b2c\u4e8c\u8d77\u5b89\u5168\u4e8b\u4ef6\uff0c\u5df2\u64a4\u4e0b\u95ee\u9898\u7248\u672c\u5e76\u542f\u52a8\u5185\u90e8\u5ba1\u8ba1\u3002
4\u67081\u65e5\uff0c\u5b57\u8282\u8df3\u52a8TRAE\u63a8\u51fa\u65b0\u7248SOLO\u72ec\u7acb\u5ba2\u6237\u7aef\uff0c\u4e0d\u53ea\u80fd\u7528\u6765\u7f16\u7a0b\uff0c\u9700\u6c42\u3001\u8bbe\u8ba1\u3001\u6570\u636e\u3001\u8fd0\u8425\u7b49\u5c97\u4f4d\u7684\u4eba\u4e5f\u90fd\u80fd\u7528\u6765\u63d0\u9ad8\u529e\u516c\u6548\u7387\u3002
4\u67082\u65e5\uff0cAnthropic\u63a8\u51fa\u6c38\u4e45\u5728\u7ebfAI Conway\uff0cClaude\u83b7\u5f97”\u6c38\u4e45\u5728\u7ebf”\u80fd\u529b\uff0c\u7ec8\u7ed3\u88ab\u52a8\u804a\u5929\u65f6\u4ee3\u3002
4\u67082\u65e5\uff0c\u7f8e\u56e2\u53d1\u5e03LongCat-AudioDiT\u97f3\u9891\u751f\u6210\u6a21\u578b\u3002\u76f4\u63a5\u4e8e\u6ce2\u5f62\u6f5c\u7a7a\u95f4\u8fdb\u884c\u6587\u672c\u8f6c\u8bed\u97f3\uff0c3.5B\u7248\u672c\u8bf4\u8bdd\u4eba\u76f8\u4f3c\u5ea6\u8d85\u8d8a\u591a\u4e2a\u77e5\u540d\u6a21\u578b\uff0c\u73b0\u5df2\u5f00\u6e90\u3002
4\u67082\u65e5\uff0c\u667a\u8c31\u53d1\u5e03\u591a\u6a21\u6001Coding\u57fa\u5ea7\u6a21\u578bGLM-5V-Turbo\u3002\u539f\u751f\u7406\u89e3\u56fe\u7247\u3001\u89c6\u9891\u3001\u8bbe\u8ba1\u7a3f\u7b49\u591a\u6a21\u6001\u8f93\u5165\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u6269\u5c55\u81f3200k\u3002
4\u67083\u65e5\uff0c\u8c37\u6b4c\u53d1\u5e03Gemma 4\u5f00\u6e90\u5927\u6a21\u578b\uff0c31B\u53c2\u6570\u6027\u80fd\u8fbe\u5934\u90e8\u6c34\u51c6\u3002\u5168\u7cfb\u539f\u751f\u652f\u6301\u591a\u6a21\u6001\u5904\u7406\u4e0e\u8d85\u957f\u4e0a\u4e0b\u6587\uff0cE2B\/E4B\u6a21\u578b\u4e13\u4e3a\u7aef\u4fa7\u4f18\u5316\u3002
4\u67083\u65e5\uff0c\u963f\u91cc\u53d1\u5e03Wan2.7-Video\u65b0\u4e00\u4ee3\u89c6\u9891\u521b\u4f5c\u5927\u6a21\u578b\u3002\u63d0\u4f9b\u751f\u6210\u3001\u7f16\u8f91\u3001\u590d\u523b\u3001\u91cd\u5851\u3001\u9a71\u52a8\u4e0e\u5267\u60c5\u7eed\u5199\u7b49\u5168\u6d41\u7a0b\u80fd\u529b\u3002
4\u67083\u65e5\uff0c\u5fae\u8f6f\u63a8\u51fa\u5168\u7403\u6700\u7cbe\u51c6\u8f6c\u5f55AI\u6a21\u578bMAI-Transcribe-1\uff0c\u5e73\u5747\u5b57\u9519\u8bef\u7387\u4ec53.9%\u3002
4\u67083\u65e5\uff0cCursor\u53d1\u5e03Cursor 3\u3002\u6838\u5fc3\u529f\u80fd\u5141\u8bb8\u5f00\u53d1\u8005\u521b\u5efa\u5e76\u90e8\u7f72AI\u7f16\u7a0b\u667a\u80fd\u4f53\uff0c\u4ee5\u5168\u81ea\u52a8\u65b9\u5f0f\u5b8c\u6210\u590d\u6742\u5f00\u53d1\u4efb\u52a1\u3002
4\u67083\u65e5\uff0cOpenClaw 3.31\u81f34.2\u4e09\u5927\u7248\u672c\u63a5\u8fde\u66f4\u65b0\uff0c\u52a0\u5165QQ\u673a\u5668\u4eba\u652f\u6301\uff0c\u6301\u4e45\u5316\u4efb\u52a1\u6d41\u4e0a\u7ebf\u3002<\/p>\n\n\n\n

issue167 2026.4.6-4.12<\/strong><\/p>\n\n\n\n

4\u67087\u65e5\uff0c\u8c37\u6b4c\u4e0a\u7ebfAI\u8bed\u97f3\u8f6c\u5199\u5de5\u5177Google AI Edge Eloquent\uff0c\u5b8c\u5168\u514d\u8d39\u65e0\u9650\u7528\u4e14\u652f\u6301\u672c\u5730\u8fd0\u884c\uff0c\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u3002
4\u67087\u65e5\uff0cCoze 2.5\u53d1\u5e03\uff0c\u652f\u6301\u72ec\u7acb\u8eab\u4efd\u3001\u5de5\u5177\u94fe\u548cAgent World\uff0c\u6210\u4e3aAgent\u4e92\u8054\u7f51\u7edc\u3002
4\u67088\u65e5\uff0cPixVerse\u53d1\u5e03\u9996\u4e2a\u5f71\u89c6\u884c\u4e1a\u5927\u6a21\u578bC1\uff0c\u8fd0\u955c\u6548\u679c\u60ca\u8273\u3002
4\u67088\u65e5\uff0cAnthropic\u542f\u52a8Project Glasswing\u8ba1\u5212\uff0c\u53d1\u5e03\u524d\u6cbf\u6a21\u578bClaude Mythos Preview\uff0c\u8054\u5408\u82f9\u679c\u3001\u5fae\u8f6f\u7b4911\u5bb6\u79d1\u6280\u5de8\u5934\u7528\u4e8e\u7f51\u7edc\u9632\u5fa1\uff0c\u5df2\u81ea\u52a8\u53d1\u73b0\u6570\u5343\u9ad8\u5371\u6f0f\u6d1e\u3002
4\u67088\u65e5\uff0c\u963f\u91cc\u795e\u79d8\u89c6\u9891\u751f\u6210\u6a21\u578bHappyHorse-1.0\u767b\u9876AI\u89c6\u9891\u6d4b\u8bc4\u699c\u9996\uff0c\u5728\u591a\u955c\u5934\u89c6\u9891\u62cd\u6444\u548c\u6307\u4ee4\u9075\u5faa\u65b9\u9762\u8868\u73b0\u7a81\u51fa\u3002
4\u67088\u65e5\uff0c\u667a\u8c31\u6b63\u5f0f\u5f00\u6e90GLM-5.1\u6a21\u578b\uff0c\u53ef\u72ec\u7acb\u6301\u7eed\u5de5\u4f5c\u8d858\u5c0f\u65f6\uff0c\u81ea\u4e3b\u89c4\u5212\u6267\u884c\u5e76\u4ea4\u4ed8\u5b8c\u6574\u5de5\u7a0b\u7ea7\u6210\u679c\u3002
4\u67088\u65e5\uff0c\u5fae\u8f6fGitHub\u63a8\u51faCopilot CLI\u5b9e\u9a8c\u6027\u529f\u80fdRubber Duck\uff0c\u5f15\u5165\u8de8\u6a21\u578b\u5ba1\u67e5\u673a\u5236\uff0cAI\u6027\u80fd\u63d0\u5347\u8fd175%\u3002
4\u67088\u65e5\uff0cDeepSeek V4\u7070\u5ea6\u6d4b\u8bd5\u66dd\u5149\u5168\u65b0\u754c\u9762\uff0c\u591a\u6a21\u6001\u7248\u672c\u786e\u8ba4\uff0c\u6b63\u5f0f\u7248\u53d1\u5e03\u5728\u5373\u3002
4\u67088\u65e5\uff0cAdobe\u63a8\u51fa\u514d\u8d39AI\u5b66\u4e60\u5e73\u53f0Acrobat Student Spaces\uff0c\u5185\u7f6e7\u00d724\u5c0f\u65f6AI\u52a9\u6559\u3002
4\u67089\u65e5\uff0c\u4eac\u4e1c\u5f00\u6e90\u56fe\u50cf\u6a21\u578bJoyAI-Image-Edit\uff0c\u4e1a\u5185\u9996\u4e2a\u6df1\u5ea6\u96c6\u6210\u7a7a\u95f4\u667a\u80fd\u7684\u56fe\u50cf\u6a21\u578b\uff0c\u652f\u6301\u89c6\u89d2\u53d8\u6362\u548c\u4e09\u7ef4\u7a7a\u95f4\u91cd\u5851\u3002
4\u67089\u65e5\uff0cMeta\u63a8\u51fa\u8d85\u7ea7\u667a\u80fd\u5b9e\u9a8c\u5ba4\u9996\u6b3eAI\u6a21\u578bMuse Spark\uff0c\u5f3a\u8c03\u9ad8\u6548\u4e0e\u591a\u4efb\u52a1\u7ade\u4e89\u529b\u3002
4\u67089\u65e5\uff0cMiniMax\u53d1\u5e03\u9762\u5411AI Agent\u7684\u547d\u4ee4\u884c\u5de5\u5177MMX-CLI\uff0c\u89e3\u51b3\u4f20\u7edf\u547d\u4ee4\u884c\u5728\u81ea\u52a8\u5316\u6d41\u7a0b\u4e2d\u7684\u591a\u9879\u75db\u70b9\u3002
4\u67089\u65e5\uff0cDeepSeek\u4e13\u5bb6\u6a21\u5f0f\u5df2\u652f\u6301\u4e0a\u4f20\u6587\u4ef6\uff0cApp\u548c\u7f51\u9875\u7aef\u5747\u5df2\u4e0a\u7ebf\uff0c\u6700\u591a\u652f\u630150\u4e2a\u6587\u4ef6\u3002
4\u67089\u65e5\uff0c\u5b57\u8282\u8df3\u52a8Seed\u53d1\u5e03\u539f\u751f\u5168\u53cc\u5de5\u8bed\u97f3\u5927\u6a21\u578bSeeduplex\uff0c\u57fa\u4e8e”\u8fb9\u542c\u8fb9\u8bf4”\u6846\u67b6\uff0c\u5bf9\u8bdd\u6d41\u7545\u5ea6\u63d0\u534712%\uff0c\u5df2\u5168\u91cf\u4e0a\u7ebf\u8c46\u5305App\u3002
4\u67089\u65e5\uff0c\u963f\u91cc\u4e91\u767e\u70bc\u4e0a\u7ebfAgent\u8bb0\u5fc6\u5e93\uff0c\u53ef\u901a\u8fc7OpenClaw\u7b49Agent\u4ea7\u54c1\u4e00\u952e\u5b89\u88c5\uff0c\u8ba9\u5e94\u7528\u66f4\u61c2\u7528\u6237\u3002
4\u67089\u65e5\uff0c\u5fae\u4fe1\u652f\u4ed8\u53d1\u5e03\u9762\u5411AI\u7684\u652f\u4ed8\u63a5\u5165Skill\uff0c\u6db5\u76d6\u6280\u80fd\u5305\u3001AI\u53cb\u597d\u6587\u6863\u548cAPI\u4e09\u5927\u5de5\u5177\u3002
4\u67089\u65e5\uff0c\u817e\u8baf\u4e91\u53d1\u5e03QClaw V2\u5927\u7248\u672c\uff0c\u4e0a\u7ebf\u591aAgent\u3001\u8de8\u5e94\u7528\u76f4\u8fde\uff0c\u4e1a\u5185\u9996\u53d1”\u9f99\u867e\u7ba1\u5bb6”\u3002
4\u670810\u65e5\uff0c\u8c37\u6b4cGemini AI\u66f4\u65b0\uff0c\u53ef\u751f\u6210\u4ea4\u4e92\u5f0f\u56fe\u8868\u548c3D\u6a21\u578b\uff0c\u4ee5\u66f4\u76f4\u89c2\u65b9\u5f0f\u7406\u89e3\u590d\u6742\u6982\u5ff5\u3002
4\u670810\u65e5\uff0cMiniMax\u53d1\u5e03\u65b0\u4e00\u4ee3\u97f3\u4e50\u751f\u6210\u6a21\u578bMusic 2.6\uff0c\u53ef\u7406\u89e3\u56fd\u98ce\u6f14\u594f\u7ec6\u8282\uff0c\u652f\u6301\u7ed3\u6784\u5316\u97f3\u4e50\u751f\u6210\u3002<\/p>\n\n\n\n

issue168 2026.4.13-4.19<\/strong><\/p>\n\n\n\n

4\u670813\u65e5\uff0c\u6e2f\u79d1\u5927\u5f00\u6e90StarVLA\u4e50\u9ad8\u5f0f\u67b6\u6784\u3002\u7edf\u4e00VLA\u8303\u5f0f\uff0c\u89e3\u51b3\u788e\u7247\u5316\u95ee\u9898\uff0c\u590d\u73b0\u6210\u672c\u5927\u5e45\u964d\u4f4e\u3002
4\u670814\u65e5\uff0cNetflix\u9996\u6b21\u5f00\u6e90AI\u89c6\u9891\u6a21\u578bVOID\uff0c\u89c6\u9891\u7269\u4ef6\u4e0e\u4e92\u52a8\u5220\u9664\u6a21\u578b\uff0c\u4ee5Apache 2.0\u8bb8\u53ef\u8bc1\u53d1\u5e03\uff0c\u53ef\u514d\u8d39\u5546\u7528\u3002
4\u670814\u65e5\uff0cNous Research\u66f4\u65b0Hermes Agent v0.9.0\u3002\u9996\u6b21\u652f\u6301Web\u7ba1\u7406\u754c\u9762\u548cAndroid\u624b\u673a\u8fd0\u884c\uff0c\u8986\u76d616\u4e2a\u901a\u8baf\u5e73\u53f0\u3002
4\u670814\u65e5\uff0cMiniMax\u9f99\u867e\u4e0a\u7ebfPocket\u4e0eComputer Use\u4e24\u9879\u65b0\u529f\u80fd\u3002\u652f\u6301\u5fae\u4fe1\u98de\u4e66\u8fdc\u7a0b\u64cd\u63a7\uff0c\u770b\u5c4f\u5e55\u70b9\u9f20\u6807\u66f4\u6e9c\u3002
4\u670814\u65e5\uff0c\u82f1\u4f1f\u8fbe\u53d1\u5e03\u5168\u7403\u9996\u4e2a\u5f00\u6e90\u91cf\u5b50\u8bef\u5dee\u6821\u6b63AI\u6a21\u578bISING\u3002\u65e8\u5728\u5e2e\u52a9\u79d1\u7814\u4eba\u5458\u3001\u4f01\u4e1a\u6784\u5efa\u5b9e\u9645\u5e94\u7528\u7684\u91cf\u5b50\u5904\u7406\u5668\uff0c\u91cd\u70b9\u89e3\u51b3\u8bef\u5dee\u6821\u6b63\u4e0e\u5904\u7406\u5668\u6821\u51c6\u4e24\u5927\u75db\u70b9\u3002
4\u670815\u65e5\uff0c\u5fae\u8f6f\u63a8\u51faMAI-Image-2-Efficient\u6587\u751f\u56fe\u6a21\u578b\u3002\u751f\u6210\u901f\u5ea6\u63d0\u534722%\uff0c\u6548\u7387\u63d0\u53474\u500d\uff0c\u6210\u672c\u964d\u4f4e41%\uff0c\u73b0\u5df2\u5546\u7528\u3002
4\u670815\u65e5\uff0cClaude Code\u91cd\u6784\u4e0a\u7ebfRoutine\u529f\u80fd\u3002\u652f\u6301\u5b9a\u65f6\u3001API\u3001GitHub\u4e09\u8def\u89e6\u53d1\uff0c\u53d8\u8eab”\u4e91\u7aef\u5458\u5de5”7\u00d724\u5c0f\u65f6\u5de5\u4f5c\u3002
4\u670815\u65e5\uff0cChrome\u4e3aGemini\u4e0a\u7ebf”\u6280\u80fd\u5e93”\u3002\u7528\u6237\u53ef\u5c06\u590d\u6742AI\u63d0\u793a\u8bcd\u56fa\u5316\u4e3a\u53ef\u590d\u7528”\u6280\u80fd”\uff0c\u5b9e\u73b0\u8de8\u7f51\u9875\u4e00\u952e\u8c03\u7528\u3002
4\u670815\u65e5\uff0c\u767e\u5ea6\u6587\u5fc3\u5f00\u6e90\u6587\u751f\u56fe\u6a21\u578bERNIE-Image\u3002\u57fa\u4e8e\u5355\u6d41DiT\u67b6\u6784\uff0c\u4ec58B\u53c2\u6570\uff0c\u6d88\u8d39\u7ea7\u663e\u5361\u5373\u53ef\u9876\u7ea7\u6e32\u67d3\u4e0e\u9ad8\u5bc6\u5ea6\u6587\u672c\u7ed8\u56fe\u3002
4\u670815\u65e5\uff0c\u674e\u98de\u98deWorld Labs\u63a8\u51faSpark 2.0\u3002\u628a\u4ebf\u7ea73DGS\uff083D\u9ad8\u65af\u6cfc\u6e85\uff09\u4e16\u754c\u642c\u8fdb\u6d4f\u89c8\u5668\uff0c\u5f00\u6e90\u6e32\u67d3\u795e\u5668\u3002
4\u670815\u65e5\uff0c\u5317\u5927\u8054\u5408Llama-Factory\u63a8\u51faDataFlex\u3002\u5de5\u4e1a\u7ea7\u6570\u636e\u52a8\u6001\u8bad\u7ec3\u7cfb\u7edf\uff0c\u6784\u7b51\u652f\u6491\u4e0b\u4e00\u4ee3AI\u5e94\u7528\u7684\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u3002
4\u670815\u65e5\uff0cOpenAI\u53d1\u5e03GPT-5.4-Cyber\u3002\u65e0\u9700\u6e90\u7801\u5c31\u80fd\u627e\u6f0f\u6d1e\uff0c\u4f46\u76ee\u524d\u4ec5\u9650\u5b9a\u5411\u9080\u8bf7\u4f7f\u7528\u3002
4\u670816\u65e5\uff0c\u8c37\u6b4c\u63a8\u51faMac\u539f\u751fGemini\u5e94\u7528\u3002100% Swift\u5f00\u53d1\uff0c\u652f\u6301Option+Space\u5feb\u6377\u952e\u5524\u8d77\u3001\u5c4f\u5e55\u5171\u4eab\u53ca\u591a\u8bed\u97f3\u64ad\u62a5\u3002
4\u670816\u65e5\uff0cAdobe\u53d1\u5e03Firefly AI Assistant\u3002\u5177\u5907\u81ea\u4e3b\u51b3\u7b56\u80fd\u529b\u7684\u667a\u80fd\u4f53\u5de5\u5177\uff0c\u53ef\u8de8\u5e94\u7528\u7f16\u6392\u5de5\u4f5c\uff0c\u52a0\u901f\u521b\u610f\u843d\u5730\u3002
4\u670816\u65e5\uff0c\u817e\u8baf\u5f00\u6e90\u6df7\u51433D\u4e16\u754c\u6a21\u578b2.0\u3002\u53ef\u6839\u636e\u6587\u5b57\u3001\u56fe\u7247\u6216\u89c6\u9891\u751f\u6210\u5b8c\u65743D\u4e16\u754c\uff0c\u76f4\u63a5\u8f93\u51fa\u53ef\u7f16\u8f91\u8d44\u4ea7\uff0c\u65e0\u7f1d\u5bf9\u63a5Unity\u3001UE\u5f15\u64ce\u3002
4\u670816\u65e5\uff0c\u963f\u91ccATH\u4e8b\u4e1a\u7fa4\u53d1\u5e03\u4e16\u754c\u6a21\u578b\u4ea7\u54c1Happy Oyster\u3002\u4e3b\u6253\u5b9e\u65f6\u4e16\u754c\u521b\u5efa\u4e0e\u4ea4\u4e92\uff0c\u53ef\u751f\u6210\u52a8\u6001\u4e09\u7ef4\u73af\u5883\uff0c\u73b0\u5df2\u5f00\u542f\u5185\u6d4b\u3002
4\u670816\u65e5\uff0cDeepL\u63a8\u51fa\u5b9e\u65f6\u8bed\u97f3\u7ffb\u8bd1\u529f\u80fd\u3002Slator\u72ec\u7acb\u76f2\u6d4b\u4e2d\uff0c96%\u8bed\u8a00\u5b66\u5bb6\u66f4\u9752\u7750DeepL Voice\u800c\u975e\u8c37\u6b4c\u3001\u5fae\u8f6f\u3001Zoom\u7684\u539f\u751f\u7ffb\u8bd1\u65b9\u6848\u3002
4\u670816\u65e5\uff0c\u963f\u91cc\u5343\u95ee\u5f00\u6e90Qwen3.6-35B-A3B\u3002\u603b\u53c2\u6570\u91cf350\u4ebf\u6fc0\u6d3b\u53c2\u657030\u4ebf\uff0c\u5728\u667a\u80fd\u4f53\u7f16\u7a0b\u548c\u591a\u6a21\u6001\u4efb\u52a1\u4e0a\u8d85\u8d8a\u524d\u4ee3\u53ca\u90e8\u5206\u7a20\u5bc6\u6a21\u578b\u3002
4\u670816\u65e5\uff0cSeedance 2.0\u4e0a\u7ebf1080P\u3002\u6bd4720P\u8d35\u7ea61.5\u500d\uff0c\u999672\u5c0f\u65f6\u4ec5\u9650”\u62a2\u5148\u4f53\u9a8c\u8ba1\u5212”\u6838\u5fc3\u7528\u6237\u4f7f\u7528\u3002
4\u670817\u65e5\uff0cOpenAI\u5347\u7ea7Mac\u7248Codex\u3002\u65b0\u589e\u684c\u9762\u5e94\u7528\u64cd\u4f5c\u80fd\u529b\uff0c\u63a5\u516590+\u63d2\u4ef6\uff0c\u652f\u6301\u591a\u667a\u80fd\u4f53\u5e76\u884c\u8fd0\u884c\u548c\u957f\u671f\u4efb\u52a1\u6267\u884c\u3002
4\u670817\u65e5\uff0cAnthropic\u53d1\u5e03Claude Opus 4.7\u3002\u80dc\u4efb\u66f4\u957f\u4efb\u52a1\u3001\u652f\u6301\u81ea\u4e3b\u68c0\u67e5\uff0c\u89c6\u89c9\u80fd\u529b\u5927\u5e45\u62c9\u6ee1\u3002
4\u670817\u65e5\uff0cOpenAI\u4e0b\u4e00\u4ee3GPT Image 2\u6cc4\u9732\u6d4b\u8bd5\u3002\u5df2\u5728ChatGPT A\/B\u6d4b\u8bd5\u4e2d\u73b0\u8eab\uff0c\u9884\u8ba14\u6708\u5e95\u81f35\u6708\u4e2d\u6b63\u5f0f\u53d1\u5e03\uff0cAI\u751f\u56fe\u4ece”\u827a\u672f”\u8d70\u5411”\u751f\u4ea7\u529b”\u3002
4\u670818\u65e5\uff0cAnthropic Labs\u63a8\u51fa”Figma\u6740\u624b”Claude Design\u3002\u901a\u8fc7\u4e0eClaude\u5bf9\u8bdd\u6765\u521b\u5efa\u8bbe\u8ba1\u3001\u4ea4\u4e92\u5f0f\u539f\u578b\u3001\u6f14\u793a\u6587\u7a3f\u7b49\u3002
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issue169 2026.4.20-4.26<\/strong><\/p>\n\n\n\n

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