{"id":727799,"date":"2026-02-21T16:24:02","date_gmt":"2026-02-21T08:24:02","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=727799"},"modified":"2026-02-21T16:24:02","modified_gmt":"2026-02-21T08:24:02","slug":"gemini-3%e9%a2%84%e8%ae%ad%e7%bb%83%e8%b4%9f%e8%b4%a3%e4%ba%ba%e6%8f%ad%e7%a7%98gemini-3%e5%b7%a8%e5%a4%a7%e9%a3%9e%e8%b7%83%e7%9a%84%e5%85%b3%e9%94%ae%ef%bc%8c%e8%a1%8c%e4%b8%9a%e6%ad%a3%e4%bb%8e","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=727799","title":{"rendered":"Gemini 3\u9884\u8bad\u7ec3\u8d1f\u8d23\u4eba\u63ed\u79d8Gemini 3\u5de8\u5927\u98de\u8dc3\u7684\u5173\u952e\uff0c\u884c\u4e1a\u6b63\u4ece\u201c\u6570\u636e\u65e0\u9650\u201d\u5411\u201c\u6570\u636e\u6709\u9650\u201d\u8303\u5f0f\u8f6c\u53d8"},"content":{"rendered":"<\/p>\n

Z Highlights<\/strong><\/p>\n

Gemini 3\u7684\u5de8\u5927\u63d0\u5347\u662f\u5e9e\u5927\u56e2\u961f\u901a\u529b\u534f\u4f5c\u3001\u878d\u5408\u65e0\u6570\u6539\u8fdb\u4e0e\u521b\u65b0<\/a>\u7684\u6210\u679c\uff0c\u5176\u57fa\u4e8eTransformer\u7684\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\uff0c\u6838\u5fc3\u662f\u5c06\u8ba1\u7b97\u91cf\u4f7f\u7528\u4e0e\u53c2\u6570\u89c4\u6a21\u5206\u79bb\u5f00\u6765<\/strong>\u3002<\/p>\n

\u89c4\u6a21\u662f\u9884\u8bad\u7ec3\u4e2d\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u91cd\u8981\u56e0\u7d20\uff0c\u4f46\u5e76\u975e\u552f\u4e00\uff0c\u67b6\u6784\u548c\u6570\u636e\u521b\u65b0\u7684\u91cd\u8981\u6027\u5982\u4eca\u53ef\u80fd\u66f4\u751a<\/strong>\uff0c\u4e14\u9884\u8bad\u7ec3\u9886\u57df\u5728\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u3001\u6ce8\u610f\u529b\u673a\u5236\u7b49\u65b9\u9762\u6709\u8bf8\u591a\u503c\u5f97\u5173\u6ce8\u7684\u53d1\u5c55\u65b9\u5411\u3002<\/p>\n

\u884c\u4e1a\u6b63\u4ece\u201c\u6570\u636e\u65e0\u9650\u201d\u5411\u201c\u6570\u636e\u6709\u9650\u201d\u8303\u5f0f\u8f6c\u53d8<\/strong>\uff0c\u5408\u6210\u6570\u636e\u9700\u8c28\u614e\u4f7f\u7528\uff0c\u6a21\u578b\u67b6\u6784\u6539\u8fdb\u80fd\u52a9\u529b\u6a21\u578b\u7528\u66f4\u5c11\u6570\u636e\u5b9e\u73b0\u66f4\u597d\u6548\u679c\uff0c\u540c\u65f6\u8bc4\u4f30\u5728\u9884\u8bad\u7ec3\u4e2d\u81f3\u5173\u91cd\u8981\u4e14\u6781\u5177\u96be\u5ea6\u3002<\/p>\n

Sebastian Borgeaud\u662fGoogle DeepMind\u7684Gemini 3\u9884\u8bad\u7ec3\u8d1f\u8d23\u4eba\uff0c\u540c\u65f6\u4e5f\u662f\u5f00\u521b\u6027\u8bba\u6587RETRO\u7684\u5408\u8457\u8005\uff0c\u5728AI\u524d\u6cbf\u6a21\u578b\u7814\u53d1\u4e0e\u7cfb\u7edf\u6784\u5efa\u9886\u57df\u5177\u5907\u6df1\u539a\u4e13\u4e1a\u79ef\u6dc0\u30022025\u5e7412\u670818\u65e5\uff0c\u4ed6\u5728\u9996\u6b21\u64ad\u5ba2\u8bbf\u8c08\u4e2d\u63ed\u79d8\u4e86\u8fd9\u6b3e\u4eca\u5e74AI\u9886\u57df\u91cc\u7a0b\u7891\u5f0f\u524d\u6cbf\u6a21\u578b\u7684\u7814\u53d1\u903b\u8f91\uff0c\u5206\u4eab\u4e86\u6a21\u578b\u80cc\u540e\u5e76\u975e\u5355\u7eaf\u4f9d\u8d56\u7b97\u529b\u63d0\u5347\u7684\u7cfb\u7edf\u6784\u5efa\u601d\u8def\u3002<\/p>\n

Gemini 3\u6210\u529f\u5bc6\u7801\uff1a\u56e2\u961f\u534f\u4f5c\u4e0e\u591a\u7ef4\u5ea6\u6539\u8fdb\u7684\u5408\u529b<\/p>\n

Matt Turck\uff1a<\/strong>\u5927\u5bb6\u597d\uff0c\u6211\u662fMatt Turck\u3002\u6b22\u8fce\u6536\u542c\u300aMAD\u64ad\u5ba2\u300b\u3002\u4eca\u5929\u7684\u5609\u5bbe\u662fSebastian Bourgeaud\uff0c\u4ed6\u662f\u8c37\u6b4cDeepMind Gemini 3\u9879\u76ee\u7684\u9884\u8bad\u7ec3\u8d1f\u8d23\u4eba\u3002Sebastian\u662f\u5168\u7403\u9876\u5c16\u7684\u4eba\u5de5\u667a\u80fd<\/a>\u7814\u7a76\u8005\u4e4b\u4e00\uff0c\u540c\u65f6\u4e5f\u662fMetis\u540d\u5355\u6210\u5458\u3002\u8fd9\u4e00\u671f\u64ad\u5ba2\u5c24\u4e3a\u7279\u522b\uff0c\u56e0\u4e3a\u8fd9\u662f\u4ed6\u9996\u6b21\u53c2\u4e0e\u64ad\u5ba2\u5f55\u5236\u3002\u6211\u4eec\u5c06\u63a2\u8ba8Gemini 3\u7684\u5e95\u5c42\u6784\u5efa\u903b\u8f91\u3001\u4ece\u6570\u636e\u65e0\u9650\u65f6\u4ee3\u5230\u6570\u636e\u6709\u9650\u6a21\u5f0f\u7684\u8f6c\u53d8\u3001DeepMind\u7814\u7a76\u56e2\u961f\u7684\u7ec4\u7ec7\u67b6\u6784\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u53d1\u5c55\u65b9\u5411\u3002\u8bf7\u5927\u5bb6\u5c3d\u60c5\u6536\u542c\u8fd9\u573a\u7cbe\u5f69\u7684\u5bf9\u8bdd\u3002Sebastian\uff0c\u6b22\u8fce\u4f60\u3002<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8c22\u8c22\u3002\u4f60\u597d\uff0cMatt\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u6211\u60f3\u4ece\u8c37\u6b4cDeepMind\u7814\u7a76\u4e0e\u6df1\u5ea6\u5b66\u4e60\u526f\u603b\u88c1\u3001Gemini\u8054\u5408\u8d1f\u8d23\u4ebaAurel Vinyals\u7684\u4e00\u6761\u63a8\u7279\u5f00\u59cb\u6211\u4eec\u7684\u5bf9\u8bdd\u3002\u4ed6\u5728Gemini 3\u53d1\u5e03\u65f6\u8868\u793a\uff0c\u8be5\u6a21\u578b\u7684\u6210\u529f\u79d8\u8bc0\u5176\u5b9e\u975e\u5e38\u7b80\u5355\uff0c\u5c31\u662f\u66f4\u4f18\u8d28\u7684\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u3002\u8003\u8651\u5230Gemini 3\u76f8\u8f83\u4e8e\u4ee5\u5f80\u7684\u9876\u5c16\u6a21\u578b\u6240\u5b9e\u73b0\u7684\u5de8\u5927\u98de\u8dc3\uff0c\u8fd9\u4e2a\u79d8\u8bc0\u542c\u8d77\u6765\u786e\u5b9e\u6709\u4e9b\u51fa\u4eba\u610f\u6599\u7684\u6734\u7d20\u3002\u6240\u4ee5\u6211\u5f88\u597d\u5947\u4f60\u7684\u770b\u6cd5\uff0c\u4ece\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u6765\u8bf4\uff0c\u4e8b\u60c5\u771f\u7684\u8fd9\u4e48\u7b80\u5355\u5417\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u662f\u7684\uff0c\u6211\u5e76\u4e0d\u8ba4\u4e3a\u8fd9\u662f\u4ec0\u4e48\u91cd\u5927\u79d8\u5bc6\u3002\u81f3\u5c11\u5728\u6211\u770b\u6765\uff0c\u8fd9\u662f\u5f88\u6b63\u5e38\u7684\u60c5\u51b5\u3002\u4eba\u4eec\u6709\u65f6\u4f1a\u671f\u5f85\uff0c\u4ece\u4e00\u4e2aGemini\u7248\u672c\u5230\u4e0b\u4e00\u4e2a\u7248\u672c\uff0c\u4f1a\u6709\u67d0\u4e2a\u5173\u952e\u7a81\u7834\u5e26\u6765\u8d28\u7684\u98de\u8dc3\u3002\u4f46\u6839\u636e\u6211\u7684\u7ecf\u9a8c\uff0c\u53ef\u80fd\u786e\u5b9e\u5b58\u5728\u4e00\u4e24\u4e2a\u5f71\u54cd\u8f83\u4e3a\u663e\u8457\u7684\u56e0\u7d20\uff0c\u4f46Gemini 3\u4e4b\u6240\u4ee5\u80fd\u6bd4\u524d\u51e0\u4ee3\u4ea7\u54c1\u6709\u5982\u6b64\u5927\u7684\u63d0\u5347\uff0c\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u5e9e\u5927\u56e2\u961f\u5171\u540c\u52aa\u529b\u7684\u7ed3\u679c\u2014\u2014\u878d\u5408\u4e86\u65e0\u6570\u7684\u6539\u8fdb\u548c\u521b\u65b0\u3002\u8fd9\u4e00\u70b9\u4e4b\u540e\u53ef\u80fd\u8fd8\u4f1a\u63d0\u5230\uff0c\u50cfGemini 3\u8fd9\u6837\u7684\u4ea7\u54c1\u53d1\u5e03\uff0c\u79bb\u4e0d\u5f00\u6574\u4e2a\u56e2\u961f\u7684\u901a\u529b\u534f\u4f5c\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u6bcf\u4e2a\u4eba\u90fd\u5173\u5fc3\u7684\u6838\u5fc3\u95ee\u9898\u662f\uff0c\u8fd9\u4e00\u73b0\u8c61\u5bf9\u4e8e\u6211\u4eec\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u8fdb\u7a0b\u6709\u4f55\u542f\u793a\uff1f\u4ece\u8868\u9762\u4e0a\u770b\uff0c\u4f3c\u4e4e\u53ea\u662f\u8c03\u6574\u4e86\u4e00\u4e9b\u5173\u952e\u53c2\u6570\u5c31\u5b9e\u73b0\u4e86\u5de8\u5927\u7a81\u7834\uff0c\u8fd9\u5bf9\u6211\u4eec\u672a\u6765\u7684\u9884\u671f\u53c8\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u6211\u4eec\u4e0d\u5fc5\u6df1\u5165\u63a2\u8ba8\u901a\u7528\u4eba\u5de5\u667a\u80fd\u8fd9\u4e2a\u6982\u5ff5\uff0c\u56e0\u4e3a\u6ca1\u4eba\u80fd\u8bf4\u6e05\u5b83\u5177\u4f53\u6307\u4ec0\u4e48\u3002\u4f46\u6211\u4eec\u662f\u5426\u5e94\u8be5\u5c06\u8fd9\u79cd\u6a21\u578b\u7684\u8fdb\u6b65\u89c6\u4e3a\u901a\u5f80\u771f\u6b63\u667a\u80fd\u7684\u9053\u8def\uff0c\u800c\u975e\u4ec5\u4ec5\u662f\u4e3a\u4e86\u5728\u67d0\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u4f18\u5f02\u6210\u7ee9\uff1f\u662f\u4ec0\u4e48\u8ba9\u4f60\u76f8\u4fe1\u6838\u5fc3\u6a21\u578b\u6b63\u5728\u53d8\u5f97\u8d8a\u6765\u8d8a\u667a\u80fd\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u57fa\u51c6\u6d4b\u8bd5\u7684\u7ed3\u679c\u65e0\u7591\u5728\u6301\u7eed\u63d0\u5347\u3002\u800c\u4e14\u4ece\u6d4b\u8bd5\u63d0\u793a\u548c\u6d4b\u8bd5\u8bbe\u7f6e\u6765\u770b\uff0c\u5176\u96be\u5ea6\u4e5f\u5728\u4e0d\u65ad\u589e\u52a0\u3002\u5373\u4fbf\u6211\u62e5\u6709\u8ba1\u7b97\u673a\u79d1\u5b66\u80cc\u666f\uff0c\u6709\u4e9b\u95ee\u9898\u4e5f\u9700\u8981\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u624d\u80fd\u89e3\u7b54\u3002\u8fd9\u53ea\u662f\u5176\u4e2d\u4e00\u4e2a\u89c6\u89d2\uff0c\u4e5f\u5c31\u662f\u57fa\u51c6\u6d4b\u8bd5\u7684\u89c6\u89d2\u3002\u6211\u4eec\u4f1a\u5b9a\u671f\u8fdb\u884c\u8fd9\u7c7b\u8bc4\u4f30\uff0c\u5e76\u4e14\u975e\u5e38\u8c28\u614e\u5730\u4fdd\u7559\u6d4b\u8bd5\u96c6\u4ee5\u907f\u514d\u6570\u636e\u6cc4\u9732\u3002\u4e0d\u8fc7\uff0c\u4eba\u4eec\u786e\u5b9e\u62c5\u5fc3\u6a21\u578b\u4f1a\u8fc7\u5ea6\u62df\u5408\u8fd9\u4e9b\u6d4b\u8bd5\u96c6\uff0c\u4e5f\u5c31\u662f\u6240\u8c13\u7684\u201c\u57fa\u51c6\u6d4b\u8bd5\u4f18\u5316\u201d\u3002\u4f46\u6211\u8ba4\u4e3a\u8fd9\u79cd\u62c5\u5fe7\u5e76\u6ca1\u6709\u5145\u5206\u7684\u4f9d\u636e\u3002\u53e6\u4e00\u4e2a\u8ba9\u6211\u5145\u6ee1\u4fe1\u5fc3\u7684\u65b9\u9762\u662f\uff0c\u5185\u90e8\u5458\u5de5\u4f7f\u7528\u8be5\u6a21\u578b\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u7684\u65f6\u95f4\u5728\u4e0d\u65ad\u589e\u52a0\u3002\u6bcf\u4e00\u4ee3\u65b0\u6a21\u578b\u90fd\u80fd\u5c55\u73b0\u51fa\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\uff0c\u5728\u7814\u7a76\u548c\u65e5\u5e38\u5de5\u7a0b\u5de5\u4f5c\u4e2d\u4e3a\u6211\u4eec\u63d0\u4f9b\u6bd4\u524d\u4ee3\u6a21\u578b\u66f4\u591a\u7684\u5e2e\u52a9\u3002<\/strong>\u8fd9\u4e00\u5b9e\u9645\u5e94\u7528\u5c42\u9762\u7684\u8868\u73b0\uff0c\u4e5f\u8ba9\u6211\u4eec\u6709\u7406\u7531\u76f8\u4fe1\u6a21\u578b\u7684\u80fd\u529b\u6b63\u5728\u4e0d\u65ad\u589e\u5f3a\uff0c\u5e76\u4e14\u80fd\u591f\u771f\u6b63\u53d1\u6325\u5b9e\u7528\u4ef7\u503c\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4f5c\u4e3a\u4e00\u540d\u6df1\u5165\u4eba\u5de5\u667a\u80fd\u6838\u5fc3\u9886\u57df\u7684\u7814\u7a76\u8005\uff0c\u5f53\u4f60\u8df3\u51fa\u5177\u4f53\u5de5\u4f5c\u56de\u671b\u65f6\uff0c\u662f\u5426\u4ecd\u4f1a\u5bf9\u5f53\u524d\u7684\u53d1\u5c55\u6c34\u5e73\u611f\u5230\u60ca\u8bb6\uff1f\u4e0e\u51e0\u5e74\u524d\u7684\u9884\u671f\u76f8\u6bd4\uff0c\u6211\u4eec\u662f\u8fdc\u8d85\u9884\u671f\u3001\u7b26\u5408\u9884\u671f\uff0c\u8fd8\u662f\u6709\u6240\u843d\u540e\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8bf4\u7b26\u5408\u9884\u671f\u5176\u5b9e\u5f88\u5bb9\u6613\uff0c\u4f46\u5766\u767d\u8bf4\uff0c\u6211\u4eec\u7684\u8fdb\u5c55\u5df2\u7ecf\u8d85\u51fa\u4e86\u6211\u5f53\u521d\u7684\u9884\u671f\u30022019\u5e74\u62162020\u5e74\u6211\u521a\u5f00\u59cb\u4ece\u4e8b\u5927\u8bed\u8a00\u6a21\u578b\u76f8\u5173\u5de5\u4f5c\u65f6\uff0c\u65e0\u8bba\u662f\u6211\u4eec\u5982\u4eca\u6240\u5f00\u5c55\u5de5\u4f5c\u7684\u89c4\u6a21\uff0c\u8fd8\u662f\u6a21\u578b\u5f53\u524d\u5177\u5907\u7684\u80fd\u529b\uff0c\u90fd\u662f\u5f53\u65f6\u96be\u4ee5\u60f3\u8c61\u7684\u3002\u867d\u7136\u5f53\u65f6\u7684\u7f29\u653e\u5b9a\u5f8b\u786e\u5b9e\u6307\u5411\u4e86\u8fd9\u4e00\u53d1\u5c55\u65b9\u5411\uff0c\u4e5f\u6709\u4e00\u4e9b\u4eba\u5bf9\u6b64\u6df1\u4fe1\u4e0d\u7591\uff0c\u4f46\u6211\u5f53\u65f6\u5176\u5b9e\u5e76\u4e0d\u6562\u7b03\u5b9a\u6211\u4eec\u80fd\u8d70\u5230\u4eca\u5929\u8fd9\u4e00\u6b65\u3002\u7531\u6b64\u5f15\u7533\u51fa\u4e00\u4e2a\u6709\u8da3\u7684\u95ee\u9898\uff1a\u672a\u6765\u6211\u4eec\u5c06\u8d70\u5411\u4f55\u65b9\uff1f\u5982\u679c\u5047\u8bbe\u672a\u6765\u4e94\u5e74\u7684\u53d1\u5c55\u901f\u5ea6\u4e0e\u8fc7\u53bb\u4e94\u5e74\u76f8\u5f53\uff0c\u90a3\u4e48\u672a\u6765\u51e0\u5e74\u7684\u53d1\u5c55\u524d\u666f\u5c06\u4f1a\u975e\u5e38\u4ee4\u4eba\u632f\u594b\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4f60\u5bf9\u6b64\u6709\u4f55\u770b\u6cd5\uff1f\u8fd9\u662f\u5426\u610f\u5473\u7740\u4eba\u5de5\u667a\u80fd\u5c06\u5b9e\u73b0\u5168\u65b0\u7684\u79d1\u5b66\u53d1\u73b0\uff0c\u751a\u81f3\u8d62\u5f97\u8bfa\u8d1d\u5c14\u5956\uff1f\u5728\u672a\u6765\u4e24\u5230\u4e09\u5e74\u7684\u77ed\u671f\u5185\uff0c\u4f60\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u4f1a\u6709\u54ea\u4e9b\u53d1\u5c55\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u8ba4\u4e3a\u8fd9\u662f\u6709\u53ef\u80fd\u7684\u3002\u5728\u79d1\u5b66\u9886\u57df\uff0cDeepMind\u5386\u53f2\u4e0a\u5df2\u7ecf\u5f00\u5c55\u4e86\u5927\u91cf\u76f8\u5173\u5de5\u4f5c\uff0c\u672a\u6765\u4e5f\u5fc5\u5c06\u5728\u8fd9\u4e00\u65b9\u5411\u6301\u7eed\u53d1\u529b\u3002\u6211\u76f8\u4fe1\u672a\u6765\u51e0\u5e74\u6211\u4eec\u5c06\u89c1\u8bc1\u4e00\u4e9b\u91cd\u5927\u7684\u79d1\u5b66\u7a81\u7834\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5728\u6211\u65e5\u5e38\u7684\u7814\u7a76\u548c\u5de5\u7a0b\u5de5\u4f5c\u4e2d\uff0c\u6211\u5bf9\u5982\u4f55\u5229\u7528\u8fd9\u4e9b\u6a21\u578b\u63a8\u52a8\u8fdb\u4e00\u6b65\u53d1\u5c55\u3001\u66f4\u597d\u5730\u7406\u89e3\u6211\u4eec\u6240\u6784\u5efa\u7684\u7cfb\u7edf\u5e76\u6df1\u5316\u81ea\u8eab\u7814\u7a76\u5145\u6ee1\u671f\u5f85\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u884c\u4e1a\u5185\u6709\u4e00\u4e2a\u91cd\u8981\u7684\u8d8b\u52bf\u662f\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e0e\u5de5\u7a0b\u7684\u81ea\u52a8\u5316\u3002\u5982\u679c\u8fdb\u4e00\u6b65\u63a8\u6f14\uff0c\u5c31\u4f1a\u51fa\u73b0\u201c2027\u5e74\u4eba\u5de5\u667a\u80fd\u201d\u8fd9\u6837\u7684\u573a\u666f\uff0c\u5c4a\u65f6\u53ef\u80fd\u4f1a\u51fa\u73b0\u53d1\u5c55\u7684\u4e0d\u8fde\u7eed\u6027\u3002\u4ece\u5b9e\u9645\u5e94\u7528\u89d2\u5ea6\u6765\u770b\uff0c\u5982\u4eca\u5728\u5de5\u4f5c\u4e2d\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u51e0\u5e74\u540e\u53c8\u4f1a\u5e26\u6765\u600e\u6837\u7684\u53d8\u5316\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a\u6211\u8ba4\u4e3a\u8fd9\u66f4\u591a\u7684\u4e0d\u662f\u81ea\u52a8\u5316\uff0c\u800c\u662f\u8ba9\u6211\u4eec\u7684\u5de5\u4f5c\u6548\u7387\u66f4\u9ad8\uff0c\u80fd\u591f\u5c06\u66f4\u591a\u65f6\u95f4\u6295\u5165\u5230\u66f4\u9ad8\u5c42\u6b21\u7684\u7814\u7a76\u4e2d\u3002<\/strong>\u5728\u8bed\u8a00\u6a21\u578b\u7684\u65e5\u5e38\u7814\u7a76\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u9700\u8981\u5904\u7406\u57fa\u7840\u8bbe\u65bd\u5c42\u9762\u975e\u5e38\u590d\u6742\u4e14\u5e9e\u5927\u7684\u7cfb\u7edf\u3002\u56e0\u6b64\uff0c\u5927\u91cf\u65f6\u95f4\u90fd\u7528\u4e8e\u8fd0\u884c\u5b9e\u9a8c\u3001\u76d1\u63a7\u5b9e\u9a8c\u8fdb\u7a0b\u3001\u5206\u6790\u6570\u636e\u548c\u6536\u96c6\u7ed3\u679c\uff0c\u800c\u771f\u6b63\u6709\u8da3\u7684\u90e8\u5206\u662f\u63d0\u51fa\u5047\u8bbe\u548c\u8bbe\u8ba1\u65b0\u5b9e\u9a8c\u3002\u5bf9\u4e8e\u540e\u4e24\u9879\u5de5\u4f5c\uff0c\u6211\u4eec\u4eba\u7c7b\u4ecd\u5c06\u53d1\u6325\u6838\u5fc3\u4f5c\u7528\u3002\u800c\u5bf9\u4e8e\u524d\u51e0\u9879\u5de5\u4f5c\uff0c\u968f\u7740\u672a\u6765\u4e00\u5e74\u591a\u667a\u80fd\u5316\u5de5\u4f5c\u6d41\u7a0b\u7684\u4e0d\u65ad\u5b8c\u5584\uff0c\u6709\u671b\u5b9e\u73b0\u663e\u8457\u7684\u6548\u7387\u63d0\u5347\u3002<\/p>\n

\u884c\u4e1a\u53d1\u5c55\u73b0\u72b6\uff1a\u6280\u672f\u8d8b\u540c\u4e0e\u5dee\u5f02\u5316\u63a2\u7d22\u5e76\u5b58<\/p>\n

Matt Turck\uff1a<\/strong>\u4f60\u662f\u5426\u8ba4\u4e3a\u5404\u4e2a\u524d\u6cbf\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u5b9e\u9645\u4e0a\u90fd\u5728\u671d\u7740\u76f8\u540c\u7684\u65b9\u5411\u53d1\u5c55\uff0c\u505a\u7740\u7c7b\u4f3c\u7684\u4e8b\u60c5\uff1f\u4f5c\u4e3a\u884c\u4e1a\u53c2\u4e0e\u8005\u548c\u89c2\u5bdf\u8005\uff0c\u6211\u4eec\u90fd\u6709\u8fd9\u6837\u4e00\u79cd\u5947\u5999\u53c8\u4ee4\u4eba\u56f0\u60d1\u7684\u611f\u53d7\uff1a\u4f3c\u4e4e\u6bcf\u5468\u3001\u6bcf\u4e24\u5468\u6216\u6bcf\u4e2a\u6708\u90fd\u4f1a\u6709\u65b0\u7684\u9876\u5c16\u6a21\u578b\u95ee\u4e16\uff0c\u6211\u4eec\u5bf9\u6b64\u5df2\u7ecf\u4e60\u4ee5\u4e3a\u5e38\u3002\u5c31\u5728\u6211\u4eec\u5f55\u5236\u8fd9\u671f\u64ad\u5ba2\u7684\u4e24\u5c0f\u65f6\u524d\uff0cGemini 3\u521a\u521a\u53d1\u5e03\uff0c\u800cGPT-5.2\u4e5f\u540c\u6b65\u63a8\u51fa\u3002\u4ece\u4f60\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u4f60\u5982\u4f55\u770b\u5f85\u8fd9\u4e00\u73b0\u8c61\uff1f\u672a\u6765\u7684\u53d1\u5c55\u8d8b\u52bf\u4f1a\u662f\u600e\u6837\uff1f\u662f\u5426\u4f1a\u6709\u67d0\u5bb6\u5b9e\u9a8c\u5ba4\u8131\u9896\u800c\u51fa\uff0c\u8fd8\u662f\u884c\u4e1a\u5c06\u7ee7\u7eed\u7531\u5c11\u6570\u9876\u5c16\u5b9e\u9a8c\u5ba4\u4ee5\u53ca\u4e00\u4e9b\u65b0\u5174\u5b9e\u9a8c\u5ba4\u4e3b\u5bfc\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u5173\u4e8e\u7b2c\u4e00\u4e2a\u95ee\u9898\uff0c\u4e0d\u540c\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u786e\u5b9e\u5b58\u5728\u76f8\u4f3c\u4e4b\u5904\u3002\u57fa\u7840\u6280\u672f\u5c42\u9762\u5927\u4f53\u76f8\u8fd1\uff0c\u4f8b\u5982\uff0c\u5728\u67b6\u6784\u65b9\u9762\uff0c\u6211\u4eec\u51e0\u4e4e\u90fd\u5728\u8bad\u7ec3\u7c7bTransformer\u6a21\u578b\uff0c\u8fd9\u4e00\u70b9\u5e76\u4e0d\u4ee4\u4eba\u610f\u5916\u3002\u4f46\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u5404\u4e2a\u516c\u53f8\u4e5f\u5728\u8fdb\u884c\u5dee\u5f02\u5316\u7684\u6df1\u8015\uff0c\u63a2\u7d22\u7814\u7a76\u9886\u57df\u7684\u4e0d\u540c\u5206\u652f\u3002\u4f8b\u5982\uff0cDeepMind\u5728\u89c6\u89c9\u548c\u591a\u6a21\u6001\u9886\u57df\u4e00\u76f4\u4fdd\u6301\u7740\u5f3a\u52b2\u7684\u5b9e\u529b\uff0c\u8fd9\u4e00\u70b9\u4e0d\u4ec5\u4f53\u73b0\u5728\u7528\u6237\u5bf9\u6a21\u578b\u7684\u4f7f\u7528\u4f53\u9a8c\u4e2d\uff0c\u4e5f\u53cd\u6620\u5728\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u4e0a\u3002\u5728\u63a8\u7406\u7b49\u9886\u57df\uff0cOpenAI<\/a>\u7387\u5148\u63a8\u51fa\u4e86\u76f8\u5173\u6a21\u578b\uff0c\u4f46\u6211\u4eec\u4e5f\u6709\u81ea\u5df1\u7684\u7814\u7a76\u5206\u652f\u3002\u56e0\u6b64\uff0c\u867d\u7136\u5b58\u5728\u76f8\u4f3c\u4e4b\u5904\uff0c\u4f46\u5e76\u975e\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n

\u5173\u4e8e\u7b2c\u4e8c\u4e2a\u95ee\u9898\uff0c\u6211\u5e76\u6ca1\u6709\u786e\u5207\u7684\u7b54\u6848\u3002\u53ef\u4ee5\u80af\u5b9a\u7684\u662f\uff0c\u5982\u4eca\u8981\u5f00\u53d1\u51fa\u50cfGemini\u8fd9\u6837\u7684\u6a21\u578b\uff0c\u9700\u8981\u5e9e\u5927\u7684\u56e2\u961f\u548c\u5927\u91cf\u7684\u8d44\u6e90<\/a>\u3002\u4f46\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u6211\u4eec\u5f53\u524d\u7684\u505a\u6cd5\u662f\u6700\u4f18\u7684\uff0c\u672a\u6765\u53ef\u80fd\u4f1a\u51fa\u73b0\u5177\u6709\u98a0\u8986\u6027\u7684\u7814\u7a76\u6210\u679c\uff0c\u4f7f\u5c0f\u578b\u56e2\u961f\u6709\u673a\u4f1a\u5b9e\u73b0\u5f2f\u9053\u8d85\u8f66\u3002<\/strong>\u8fd9\u4e5f\u662f\u6211\u559c\u6b22\u5728\u8c37\u6b4c\u5de5\u4f5c\u7684\u539f\u56e0\u4e4b\u4e00\u3002\u8c37\u6b4c\u6709\u7740\u63a2\u7d22\u6027\u7814\u7a76\u7684\u4f20\u7edf\uff0c\u7814\u7a76\u9886\u57df\u5e7f\u6cdb\uff0c\u8fd9\u4e9b\u7814\u7a76\u5927\u591a\u4e0eGemini\u9879\u76ee\u5e76\u884c\u5f00\u5c55\uff0c\u4f46\u6211\u4eec\u4e5f\u80fd\u591f\u5c06\u5176\u4e2d\u7684\u4e00\u4e9b\u6210\u679c\u5e94\u7528\u5230Gemini\u4e2d\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u5728DeepMind\u6216\u884c\u4e1a\u5185\u5176\u4ed6\u5730\u65b9\uff0c\u662f\u5426\u5b58\u5728\u4e00\u4e9b\u56e2\u961f\u5728\u79d8\u5bc6\u7814\u7a76\u540eTransformer\u65f6\u4ee3\u7684\u67b6\u6784\uff0c\u6709\u671b\u5728\u672a\u6765\u67d0\u4e00\u5929\u63a8\u51fa\u4ee4\u4eba\u9707\u60ca\u7684\u6210\u679c\uff1f\u884c\u4e1a\u5185\u662f\u5426\u6709\u8fd9\u6837\u7684\u56e2\u961f\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u76f8\u4fe1\u662f\u5b58\u5728\u7684\u3002\u8c37\u6b4c\u548cDeepMind\u5185\u90e8\u80af\u5b9a\u6709\u56e2\u961f\u5728\u4ece\u4e8b\u6a21\u578b\u67b6\u6784\u65b9\u9762\u7684\u7814\u7a76\u3002\u4f46\u8fd9\u4e9b\u7814\u7a76\u80fd\u5426\u53d6\u5f97\u6210\u529f\uff0c\u8fd8\u5f88\u96be\u8bf4\u3002\u6bd5\u7adf\u7814\u7a76\u672c\u8eab\u5c31\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\uff0c\u5f88\u5c11\u6709\u7814\u7a76\u60f3\u6cd5\u80fd\u591f\u6700\u7ec8\u843d\u5730\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u90a3\u4e48\u5728\u73b0\u9636\u6bb5\uff0c\u4e00\u5bb6\u516c\u53f8\u76f8\u5bf9\u4e8e\u53e6\u4e00\u5bb6\u516c\u53f8\u7684\u6838\u5fc3\u4f18\u52bf\u662f\u5426\u5728\u4e8e\u4eba\u624d\u8d28\u91cf\uff1f\u4ee5\u8c37\u6b4c\u4e3a\u4f8b\uff0c\u662f\u5426\u5f97\u76ca\u4e8e\u5782\u76f4\u6574\u5408\uff1f\u6211\u4e4b\u524d\u63d0\u5230\u7684Aurel\u7684\u90a3\u6761\u63a8\u7279\uff0c\u88abDemis Hassabis\u8f6c\u53d1\u5e76\u8bc4\u8bba\uff0c\u4ed6\u8868\u793a\u771f\u6b63\u7684\u79d8\u8bc0\u5728\u4e8e\u7814\u7a76\u3001\u5de5\u7a0b\u548c\u57fa\u7840\u8bbe\u65bd\u7684\u7ed3\u5408\u3002\u8c37\u6b4c\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u662f\u5426\u5c31\u5728\u4e8e\u80fd\u591f\u8986\u76d6\u6574\u4e2a\u6280\u672f\u6808\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u65e0\u7591\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u4f18\u52bf\u3002\u7814\u7a76\u4e0e\u5de5\u7a0b\u4e4b\u95f4\u7684\u754c\u9650\u4e5f\u53d8\u5f97\u8d8a\u6765\u8d8a\u6a21\u7cca\uff0c\u56e0\u4e3a\u6211\u4eec\u73b0\u5728\u6b63\u5728\u6784\u5efa\u7684\u662f\u975e\u5e38\u5e9e\u5927\u7684\u7cfb\u7edf\u3002\u7814\u7a76\u5de5\u4f5c\u8d8a\u6765\u8d8a\u50cf\u5de5\u7a0b\u5de5\u4f5c\uff0c\u53cd\u4e4b\u4ea6\u7136\u3002\u8fd9\u79cd\u601d\u7ef4\u6a21\u5f0f\u5728DeepMind\u8fc7\u53bb\u51e0\u5e74\u53d1\u751f\u4e86\u5f88\u5927\u7684\u8f6c\u53d8\uff0c\u4e4b\u524d\u66f4\u591a\u7684\u662f\u4f20\u7edf\u7684\u7814\u7a76\u601d\u7ef4\uff0c\u800c\u73b0\u5728\u56f4\u7ed5Gemini\u9879\u76ee\uff0c\u66f4\u5f3a\u8c03\u7684\u662f\u201c\u7814\u7a76\u578b\u5de5\u7a0b\u201d<\/strong>\u3002\u57fa\u7840\u8bbe\u65bd\u4e5f\u540c\u6837\u91cd\u8981\uff0c\u6211\u4eec\u6b63\u5728\u6784\u5efa\u7684\u7cfb\u7edf\u6781\u4e3a\u590d\u6742\uff0c\u56e0\u6b64\u62e5\u6709\u53ef\u9760\u3001\u9ad8\u6548\u4e14\u53ef\u6269\u5c55\u7684\u57fa\u7840\u8bbe\u65bd\u81f3\u5173\u91cd\u8981\uff0c\u8fd9\u80fd\u786e\u4fdd\u7814\u7a76\u578b\u5de5\u7a0b\u5de5\u4f5c\u4e0d\u4f1a\u53d7\u5230\u963b\u788d\u3002<\/p>\n

Matt Turck\uff1a<\/strong>Gemini 3\u662f\u57fa\u4e8eTPU\u8bad\u7ec3\u7684\uff0c\u800c\u4e0d\u662fNVIDIA\u7684\u82af\u7247<\/a>\uff0c\u5bf9\u5417\uff1f\u6211\u60f3\u6df1\u5165\u4e86\u89e3\u4e00\u4e0bGemini 3\uff0c\u4f46\u5728\u8fd9\u4e4b\u524d\uff0c\u5148\u804a\u804a\u4f60\u4e2a\u4eba\u3002\u4f60\u662fGemini 3\u7684\u9884\u8bad\u7ec3\u8d1f\u8d23\u4eba\uff0c\u8fd9\u5177\u4f53\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u8bf7\u518d\u5206\u4eab\u4e00\u4e0b\u4f60\u7684\u4e2a\u4eba\u80cc\u666f\u548c\u7ecf\u5386\u3002<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u662fGemini\u9884\u8bad\u7ec3\u7684\u8d1f\u8d23\u4eba\u4e4b\u4e00\u3002\u6211\u7684\u5de5\u4f5c\u5185\u5bb9\u6bd4\u8f83\u591a\u5143\uff0c\u4e00\u90e8\u5206\u662f\u5b9e\u9645\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u81f4\u529b\u4e8e\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002\u4e0d\u8fc7\u73b0\u5728\u6211\u81ea\u5df1\u4eb2\u81ea\u8fd0\u884c\u5b9e\u9a8c\u7684\u6b21\u6570\u51cf\u5c11\u4e86\uff0c\u66f4\u591a\u7684\u662f\u5e2e\u52a9\u8bbe\u8ba1\u5b9e\u9a8c\uff0c\u5e76\u4e0e\u56e2\u961f\u6210\u5458\u4e00\u8d77\u5ba1\u6838\u7ed3\u679c\u3002\u53e6\u4e00\u90e8\u5206\u5de5\u4f5c\u662f\u534f\u8c03\u4e0e\u6574\u5408\uff0c\u8fd9\u90e8\u5206\u4e5f\u5f88\u6709\u8da3\u3002\u76ee\u524d\u9884\u8bad\u7ec3\u56e2\u961f\u89c4\u6a21\u76f8\u5f53\u5927\uff0c\u5177\u4f53\u4eba\u6570\u96be\u4ee5\u7cbe\u786e\u7edf\u8ba1\uff0c\u4f46\u5927\u7ea6\u6709150\u5230200\u4eba\u6bcf\u5929\u5728\u9884\u8bad\u7ec3\u76f8\u5173\u9886\u57df\u5de5\u4f5c\uff0c\u6db5\u76d6\u6570\u636e\u3001\u6a21\u578b\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u8bc4\u4f30\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u534f\u8c03\u8fd9\u4e48\u591a\u4eba\u7684\u5de5\u4f5c\uff0c\u5c06\u5927\u5bb6\u7684\u52aa\u529b\u6574\u5408\u8d77\u6765\uff0c\u662f\u4e00\u9879\u76f8\u5f53\u590d\u6742\u4e14\u8017\u65f6\u7684\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u8981\u505a\u597d\u8fd9\u9879\u5de5\u4f5c\u3002\u5bf9\u6211\u800c\u8a00\uff0c\u8fd9\u4e00\u70b9\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u53d1\u6325\u6240\u957f\u3001\u53d6\u5f97\u8fdb\u5c55\uff0c\u624d\u662f\u6211\u4eec\u5b9e\u73b0\u6700\u5927\u7a81\u7834\u7684\u5173\u952e\uff0c\u800c\u4e0d\u662f\u8ba9\u4e00\u4e24\u4e2a\u4eba\u6216\u4e00\u5c0f\u7fa4\u4eba\uff08\u6bd4\u598210\u4eba\uff09\u72ec\u81ea\u9886\u5148\u3002\u77ed\u671f\u5185\uff0c\u5c11\u6570\u4eba\u7684\u9886\u5148\u53ef\u80fd\u4f1a\u6709\u4e00\u5b9a\u6548\u679c\uff0c\u4f46\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u6210\u529f\u7684\u5173\u952e\u5728\u4e8e\u6574\u5408\u4f17\u591a\u4eba\u7684\u5de5\u4f5c\u6210\u679c\u3002<\/strong><\/p>\n

\u4e2a\u4eba\u7ecf\u5386\u5206\u4eab\uff1a\u4ece\u591a\u5143\u6210\u957f\u80cc\u666f\u5230DeepMind\u804c\u4e1a\u6df1\u8015<\/p>\n

Matt Turck\uff1a<\/strong>\u5173\u4e8e\u4f60\u7684\u4e2a\u4eba\u80cc\u666f\uff0c\u6211\u5f88\u597d\u5947\u4f60\u662f\u5728\u54ea\u91cc\u957f\u5927\u7684\uff1f\u5c0f\u65f6\u5019\u548c\u9752\u5c11\u5e74\u65f6\u671f\u662f\u4ec0\u4e48\u6837\u7684\uff1f\u6211\u4e00\u76f4\u60f3\u63a2\u5bfb\u9876\u5c16\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8005\u7684\u6210\u957f\u8f68\u8ff9\uff0c\u4ed6\u4eec\u6765\u81ea\u54ea\u91cc\uff1f\u662f\u4ec0\u4e48\u8ba9\u4ed6\u4eec\u6210\u4e3a\u4e86\u4eca\u5929\u7684\u81ea\u5df1\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u5728\u6b27\u6d32<\/a>\u591a\u4e2a\u5730\u65b9\u957f\u5927\uff0c\u7ecf\u5e38\u642c\u5bb6\u3002\u6211\u51fa\u751f\u5728\u8377\u5170\uff0c7\u5c81\u65f6\u642c\u5230\u745e\u58eb\u3002\u6211\u7684\u7236\u4eb2\u662f\u745e\u58eb\u4eba\uff0c\u6bcd\u4eb2\u662f\u5fb7\u56fd\u4eba\u3002\u6211\u5728\u745e\u58eb\u5b8c\u6210\u4e86\u5927\u90e8\u5206\u5b66\u4e1a\u548c\u9ad8\u4e2d\u521d\u671f\u7684\u8bfe\u7a0b\uff0c\u4e3b\u8981\u4f7f\u7528\u6cd5\u8bed\uff0c\u90e8\u5206\u8bfe\u7a0b\u4f7f\u7528\u5fb7\u8bed\u300215\u5c81\u65f6\uff0c\u6211\u642c\u5230\u4e86\u610f\u5927\u5229\uff0c\u5728\u90a3\u91cc\u5b8c\u6210\u4e86\u9ad8\u4e2d\u5b66\u4e1a\uff0c\u76f4\u523019\u5c81\u5de6\u53f3\u3002\u5f53\u65f6\u6211\u672c\u6765\u6253\u7b97\u53bb\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u5b66\u9662\u6df1\u9020\uff0c\u4f46\u6709\u4e00\u5929\u65e9\u4e0a\uff0c\u6211\u5076\u7136\u770b\u5230\u4e00\u4efd\u5927\u5b66\u6392\u540d\uff0c\u53d1\u73b0\u5251\u6865\u5927\u5b66\u4f4d\u5c45\u699c\u9996\u3002\u4e8e\u662f\u6211\u60f3\uff0c\u4e0d\u5982\u7533\u8bf7\u8bd5\u8bd5\uff0c\u53cd\u6b63\u4e5f\u6ca1\u4ec0\u4e48\u635f\u5931\u3002\u51e0\u4e2a\u6708\u540e\uff0c\u6211\u6536\u5230\u4e86\u5f55\u53d6\u901a\u77e5\u4e66\uff0c\u4fbf\u51b3\u5b9a\u524d\u5f80\u5251\u6865\uff0c\u5728\u8ba1\u7b97\u673a\u5b9e\u9a8c\u5ba4\u5b8c\u6210\u4e86\u672c\u79d1\u548c\u7855\u58eb\u5b66\u4e1a\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4f60\u5c0f\u65f6\u5019\u662f\u4e0d\u662f\u6570\u5b66\u7279\u522b\u597d\uff0c\u5c5e\u4e8e\u8ba1\u7b97\u673a\u79d1\u5b66\u65b9\u9762\u7684\u795e\u7ae5\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u7684\u7236\u4eb2\u6709\u6280\u672f\u80cc\u666f\u3002\u6211\u8bb0\u5f9710\u5c81\u621611\u5c81\u65f6\u5c31\u5f00\u59cb\u548c\u4ed6\u4e00\u8d77\u5b66\u4e60\u7f16\u7a0b\uff0c\u5e76\u4e14\u4e00\u76f4\u5f88\u559c\u6b22\u8fd9\u9879\u6280\u80fd\u3002\u5728\u5b66\u6821\u91cc\uff0c\u6211\u5728\u6570\u5b66\u548c\u79d1\u5b66\u65b9\u9762\u4e5f\u4e00\u76f4\u8868\u73b0\u5f97\u5f88\u8f7b\u677e\uff0c\u6570\u5b66\u8003\u8bd5\u4ece\u6765\u4e0d\u7528\u7279\u610f\u590d\u4e60\u5c31\u80fd\u53d6\u5f97\u4e0d\u9519\u7684\u6210\u7ee9\u3002\u4f46\u4e0a\u4e86\u5927\u5b66\u4e4b\u540e\uff0c\u60c5\u51b5\u5c31\u5b8c\u5168\u4e0d\u540c\u4e86\u3002\u8fd9\u5c31\u662f\u6211\u7684\u9ad8\u4e2d\u7ecf\u5386\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u975e\u5e38\u68d2\u3002\u90a3\u4e48\u4f60\u4ece\u5b66\u6821\u6bd5\u4e1a\u540e\u662f\u5982\u4f55\u4e00\u6b65\u6b65\u8d70\u5230\u4eca\u5929\u8fd9\u4e2a\u4f4d\u7f6e\u7684\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u53ef\u4ee5\u8bf4\u662f\u4e00\u4e2a\u5e78\u8fd0\u7684\u5951\u673a\u3002\u6211\u7855\u58eb\u671f\u95f4\u7684\u4e00\u4f4d\u8bb2\u5e08\u540c\u65f6\u4e5f\u662fDeepMind\u7684\u7814\u7a76\u5458\u3002\u8bb0\u5f97\u5728\u6700\u540e\u4e00\u5802\u8bfe\u7ed3\u675f\u65f6\uff0c\u6211\u6b63\u5728\u6536\u62fe\u4e1c\u897f\uff0c\u7a81\u7136\u60f3\uff0c\u4e0d\u5982\u5411\u4ed6\u8bf7\u6c42\u63a8\u8350\uff0c\u53cd\u6b63\u6700\u574f\u7684\u7ed3\u679c\u4e5f\u53ea\u662f\u88ab\u62d2\u7edd\u3002\u4e8e\u662f\u6211\u9f13\u8d77\u52c7\u6c14\uff0c\u4e0a\u524d\u8be2\u95ee\u4ed6\u662f\u5426\u613f\u610f\u4e3a\u6211\u63a8\u8350\u3002\u4ed6\u5f88\u723d\u5feb\u5730\u7b54\u5e94\u4e86\uff0c\u8ba9\u6211\u628a\u7b80\u5386\u53d1\u7ed9\u5979\uff0c\u4ed6\u4f1a\u5c3d\u529b\u5e2e\u5fd9\u3002\u5c31\u8fd9\u6837\uff0c\u6211\u83b7\u5f97\u4e86DeepMind\u7684\u9762\u8bd5\u673a\u4f1a\u3002\u90a3\u662f\u57282018\u5e74\uff0c\u5f53\u65f6DeepMind\u8fd8\u6ca1\u6709\u5e76\u5165\u8c37\u6b4c\uff0c\u6211\u5927\u5b66\u6bd5\u4e1a\u540e\u4ee5\u7814\u7a76\u5de5\u7a0b\u5e08\u7684\u8eab\u4efd\u52a0\u5165\u4e86DeepMind\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4f60\u6700\u521d\u7684\u5de5\u4f5c\u662f\u4ec0\u4e48\uff1f\u540e\u6765\u53c8\u662f\u5982\u4f55\u6210\u4e3a\u9884\u8bad\u7ec3\u8d1f\u8d23\u4eba\u4e4b\u4e00\u7684\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u521a\u5f00\u59cb\u52a0\u5165DeepMind\u65f6\uff0c\u7531\u4e8eDeepMind\u4ee5\u5f3a\u5316\u5b66\u4e60\u95fb\u540d\uff0c\u6211\u6700\u521d\u53c2\u4e0e\u7684\u9879\u76ee\u4e5f\u4e0e\u5f3a\u5316\u5b66\u4e60\u76f8\u5173\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u8bad\u7ec3\u4e86\u4e00\u4e2a\u65e0\u76d1\u7763\u7f51\u7edc\u6765\u5b66\u4e60Atari\u6e38\u620f<\/a>\u73af\u5883\u4e2d\u7684\u5173\u952e\u70b9\uff0c\u5e76\u5c1d\u8bd5\u8ba9Agent\u73a9Atari\u6e38\u620f\u3002\u6211\u4ece\u4e8b\u8fd9\u9879\u5de5\u4f5c\u5927\u7ea6\u516d\u4e2a\u6708\uff0c\u4f46\u6211\u5e76\u4e0d\u559c\u6b22\u5176\u5408\u6210\u6027\u8d28\u3002\u6211\u4e00\u76f4\u60f3\u4ece\u4e8b\u4e0e\u771f\u5b9e\u4e16\u754c\u6570\u636e\u76f8\u5173\u7684\u5de5\u4f5c\uff0c\u5e0c\u671b\u80fd\u4ea7\u751f\u5b9e\u9645\u7684\u5f71\u54cd\u3002\u603b\u7684\u6765\u8bf4\uff0c\u6211\u559c\u6b22\u6784\u5efa\u6709\u7528\u7684\u4e1c\u897f\uff0c\u4e0d\u592a\u559c\u6b22\u7eaf\u7cb9\u7684\u5b66\u672f\u7814\u7a76\u3002\u8fd9\u4fc3\u4f7f\u6211\u5f00\u59cb\u8f6c\u5411\u8868\u5f81\u5b66\u4e60\u9886\u57df\uff0c\u8bad\u7ec3\u80fd\u591f\u5f88\u597d\u5730\u8fdb\u884c\u8868\u5f81\u7684\u795e\u7ecf\u7f51\u7edc\u6765\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\u3002<\/p>\n

\u8fd9\u91cc\u6709\u4e00\u4e2a\u6709\u8da3\u7684\u5c0f\u63d2\u66f2\uff0c\u6211\u7ecf\u5e38\u548c\u56e2\u961f\u6210\u5458\u63d0\u8d77\uff1a\u6211\u53c2\u4e0e\u7684\u7b2c\u4e00\u4e2a\u76f8\u5173\u9879\u76ee\u540d\u4e3a\u201c\u57fa\u4e8e\u771f\u5b9e\u4e16\u754c\u6570\u636e\u7684\u8868\u5f81\u5b66\u4e60\u201d\u3002\u5f53\u65f6\u4e4b\u6240\u4ee5\u8981\u5728\u9879\u76ee\u540d\u79f0\u4e2d\u52a0\u4e0a\u201c\u57fa\u4e8e\u771f\u5b9e\u4e16\u754c\u6570\u636e\u201d\u8fd9\u4e00\u9650\u5b9a\uff0c\u662f\u56e0\u4e3a\u4eba\u4eec\u5426\u5219\u4f1a\u9ed8\u8ba4\u9879\u76ee\u4f7f\u7528\u7684\u662f\u5408\u6210\u73af\u5883\u6216\u5408\u6210\u6570\u636e\u3002\u4f46\u4ece\u90a3\u4ee5\u540e\uff0c\u60c5\u51b5\u53d1\u751f\u4e86\u5f7b\u5e95\u7684\u6539\u53d8\u3002\u8fd9\u5c31\u662f\u6211\u5728\u8be5\u9886\u57df\u7684\u7b2c\u4e00\u4e2a\u9879\u76ee\uff0c\u5177\u4f53\u6d89\u53ca\u5927\u8bed\u8a00\u6a21\u578b\u548cTransformer\u3002\u6211\u4eec\u7814\u7a76\u4e86Transformer\u7b49\u67b6\u6784\u4ee5\u53caBERT\u3001XLNet\u7b49\u6a21\u578b\uff0c\u81f4\u529b\u4e8e\u5b66\u4e60\u548c\u6539\u8fdb\u8fd9\u4e9b\u8868\u5f81\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u540e\u6765\u4f60\u53c2\u4e0e\u4e86Retro\u9879\u76ee\uff0c\u5bf9\u5417\uff1f\u80fd\u548c\u6211\u4eec\u804a\u804a\u8fd9\u4e2a\u9879\u76ee\u5417\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u662f\u7684\u3002\u5728\u90a3\u4e4b\u540e\uff0c\u6211\u4eec\u5f00\u59cb\u81f4\u529b\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u89c4\u6a21\u5316\u53d1\u5c55\u3002\u6211\u4eec\u9996\u5148\u5f00\u5c55\u4e86Gopher\u9879\u76ee\uff0c\u8fd9\u662fDeepMind\u53d1\u8868\u7684\u7b2c\u4e00\u7bc7\u5173\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8bba\u6587\u3002\u5f53\u65f6\u56e2\u961f\u5927\u7ea6\u670910\u523012\u4eba\uff0c\u4ece\u90a3\u65f6\u8d77\u5c31\u53ef\u4ee5\u660e\u663e\u770b\u51fa\uff0c\u8fd9\u7c7b\u7814\u7a76\u9700\u8981\u56e2\u961f\u534f\u4f5c\uff0c\u5355\u9760\u4e2a\u4eba\u662f\u65e0\u6cd5\u5b8c\u6210\u7684\u3002\u4e5f\u5c31\u662f\u4ece\u90a3\u65f6\u8d77\uff0c\u6211\u5f00\u59cb\u4ece\u4e8b\u9884\u8bad\u7ec3\u5de5\u4f5c\uff0c\u8fdb\u884c\u5927\u89c4\u6a21\u7684\u9884\u8bad\u7ec3\uff0c\u8fd9\u4e0d\u4ec5\u57f9\u517b\u4e86\u6211\u7684\u7814\u7a76\u5174\u8da3\uff0c\u4e5f\u8ba9\u6211\u627e\u5230\u4e86\u81ea\u5df1\u70ed\u7231\u7684\u9886\u57df\u3002\u6211\u4eec\u8bad\u7ec3\u4e86\u7b2c\u4e00\u4e2a\u7a20\u5bc6Transformer\u6a21\u578b\uff0c\u5f53\u65f6\u5b83\u67092800\u4ebf\u4e2a\u53c2\u6570\uff0c\u4f7f\u7528\u4e863000\u4ebf\u4e2aToken\u3002\u73b0\u5728\u6211\u4eec\u80af\u5b9a\u4e0d\u4f1a\u518d\u7528\u5f53\u65f6\u7684\u65b9\u6cd5\u6765\u505a\u8fd9\u7c7b\u5de5\u4f5c\u4e86\uff0c\u4f46\u90a3\u662f\u4e00\u6b21\u975e\u5e38\u68d2\u4e14\u6709\u8da3\u7684\u5b66\u4e60\u7ecf\u5386\u3002<\/p>\n

\u5728\u90a3\u4e4b\u540e\uff0c\u51fa\u73b0\u4e86\u4e24\u4e2a\u5206\u652f\u9879\u76ee\uff1aChinchilla\u548cRetro\u3002\u5728Chinchilla\u9879\u76ee\u4e2d\uff0c\u6211\u4eec\u91cd\u65b0\u7814\u7a76\u4e86\u5982\u4f55\u8c03\u6574\u6a21\u578b\u89c4\u6a21\u548c\u6570\u636e\u89c4\u6a21\uff0c\u7279\u522b\u662f\u4ece\u8bad\u7ec3\u8ba1\u7b97\u6700\u4f18\u7684\u89d2\u5ea6\u51fa\u53d1\u3002\u6838\u5fc3\u95ee\u9898\u662f\uff1a\u5728\u56fa\u5b9a\u7684\u8bad\u7ec3\u8ba1\u7b97\u8d44\u6e90\u4e0b\uff0c\u5982\u4f55\u8bad\u7ec3\u51fa\u6027\u80fd\u6700\u4f73\u7684\u6a21\u578b\uff1f\u662f\u5e94\u8be5\u589e\u52a0\u6a21\u578b\u89c4\u6a21\uff0c\u8fd8\u662f\u589e\u52a0\u6570\u636e\u89c4\u6a21\uff1f<\/strong>OpenAI\u4e4b\u524d\u5728\u8fd9\u4e00\u9886\u57df\u5df2\u7ecf\u5f00\u5c55\u4e86\u4e00\u4e9b\u76f8\u5173\u5de5\u4f5c\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u4e0e\u4e4b\u524d\u7684\u8ba4\u77e5\u76f8\u6bd4\uff0c\u6570\u636e\u89c4\u6a21\u7684\u6269\u5c55\u901f\u5ea6\u5e94\u8be5\u66f4\u5feb\uff0c\u800c\u4e0d\u662f\u4e00\u5473\u5730\u6269\u5927\u6a21\u578b\u89c4\u6a21\u3002<\/strong>\u6709\u8da3\u7684\u662f\uff0c\u8fd9\u4e00\u70b9\u5728\u6211\u4eec\u5982\u4eca\u7684\u65e5\u5e38\u5de5\u4f5c\u4e2d\u4ecd\u7136\u975e\u5e38\u91cd\u8981\uff0c\u5c24\u5176\u662f\u5b83\u5bf9\u6a21\u578b\u8bad\u7ec3\u5b8c\u6210\u540e\u7684\u90e8\u7f72\u6210\u672c\u548c\u4f7f\u7528\u6210\u672c\u6709\u7740\u91cd\u8981\u5f71\u54cd\u3002\u53e6\u4e00\u4e2a\u5206\u652f\u9879\u76ee\u662fRetro\uff0c\u8fd9\u66f4\u591a\u5730\u4fa7\u91cd\u4e8e\u67b6\u6784\u521b\u65b0\u3002\u5728\u8fd9\u4e2a\u9879\u76ee\u4e2d\uff0c\u6211\u4eec\u63a2\u7d22\u4e86\u5982\u4f55\u901a\u8fc7\u8ba9\u6a21\u578b\u80fd\u591f\u4ece\u5927\u578b\u6587\u672c\u8bed\u6599\u5e93\u4e2d\u68c0\u7d22\u4fe1\u606f\u6765\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e0d\u8981\u6c42\u6a21\u578b\u5c06\u6240\u6709\u77e5\u8bc6\u90fd\u5b58\u50a8\u5728\u53c2\u6570\u4e2d\uff0c\u800c\u662f\u8ba9\u6a21\u578b\u5728\u8bad\u7ec3\u548c\u63a8\u7406\u8fc7\u7a0b\u4e2d\u90fd\u80fd\u591f\u67e5\u627e\u7279\u5b9a\u4fe1\u606f\u3002<\/p>\n

\u7814\u7a76\u6838\u5fc3\u7d20\u517b\u4e0e\u56e2\u961f\u7ba1\u7406\uff1a\u7814\u7a76\u54c1\u5473\u3001\u76ee\u6807\u5e73\u8861\u4e0e\u7ec4\u7ec7\u67b6\u6784<\/p>\n

Matt Turck\uff1a<\/strong>\u4f60\u63d0\u5230\u4e86\u201c\u7814\u7a76\u54c1\u5473\u201d\uff0c\u8fd9\u4e2a\u8bcd\u975e\u5e38\u6709\u610f\u601d\u3002\u4f60\u5982\u4f55\u5b9a\u4e49\u5b83\uff1f\u5bf9\u4e8e\u4e00\u540d\u7814\u7a76\u8005\u6765\u8bf4\uff0c\u5b83\u6709\u591a\u91cd\u8981\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u5982\u4eca\uff0c\u7814\u7a76\u54c1\u5473\u975e\u5e38\u91cd\u8981\uff0c\u800c\u4e14\u5f88\u96be\u91cf\u5316\u3002\u4f46\u6709\u51e0\u4e2a\u5173\u952e\u8981\u7d20\uff1a\u9996\u5148\uff0c\u4f60\u7684\u7814\u7a76\u4e0d\u80fd\u662f\u5b64\u7acb\u7684\uff0c\u5fc5\u987b\u80fd\u591f\u4e0e\u5176\u4ed6\u4eba\u7684\u7814\u7a76\u76f8\u4e92\u914d\u5408\u3001\u76f8\u4e92\u6574\u5408\u3002\u6bd4\u5982\uff0c\u6211\u5bf9\u6a21\u578b\u505a\u4e86\u4e00\u9879\u6539\u8fdb\uff0c\u4f46\u8fd9\u4f7f\u5f97\u5176\u4ed6\u4eba\u4f7f\u7528\u8be5\u6a21\u578b\u7684\u96be\u5ea6\u589e\u52a0\u4e865%\uff0c\u8fd9\u5f88\u53ef\u80fd\u4e0d\u662f\u4e00\u4e2a\u597d\u7684\u6743\u8861\u3002\u56e0\u4e3a\u8fd9\u4f1a\u62d6\u6162\u5176\u4ed6\u4eba\u7684\u7814\u7a76\u8fdb\u5ea6\uff0c\u8fdb\u800c\u5f71\u54cd\u6574\u4f53\u7684\u7814\u7a76\u8fdb\u5c55\u3002\u5176\u6b21\uff0c\u8981\u5bf9\u590d\u6742\u6027\u4fdd\u6301\u8b66\u60d5\u3002\u4e0d\u8fc7\uff0c\u590d\u6742\u6027\u662f\u76f8\u5bf9\u7684\uff0c\u53d6\u51b3\u4e8e\u4eba\u4eec\u7684\u719f\u6089\u7a0b\u5ea6\u3002\u4f46\u6211\u4eec\u5728\u7814\u7a76\u4e2d\u80fd\u591f\u627f\u53d7\u7684\u590d\u6742\u6027\u662f\u6709\u9650\u5ea6\u7684\uff0c\u540c\u65f6\u4e5f\u9700\u8981\u63a7\u5236\u7814\u7a76\u98ce\u9669<\/a>\u3002<\/strong>\u56e0\u6b64\uff0c\u610f\u8bc6\u5230\u8fd9\u4e00\u70b9\u5e76\u52a0\u4ee5\u7ba1\u7406\u81f3\u5173\u91cd\u8981\u3002\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u5e76\u4e0d\u4e00\u5b9a\u975e\u8981\u4f7f\u7528\u6027\u80fd\u6700\u4f18\u7684\u7814\u7a76\u65b9\u6848\uff0c\u800c\u662f\u4f1a\u5728\u6027\u80fd\u4e0a\u505a\u4e00\u4e9b\u8ba9\u6b65\uff0c\u9009\u62e9\u590d\u6742\u5ea6\u7a0d\u4f4e\u7684\u7248\u672c\uff0c\u56e0\u4e3a\u6211\u4eec\u8ba4\u4e3a\u8fd9\u5c06\u6709\u52a9\u4e8e\u672a\u6765\u53d6\u5f97\u66f4\u591a\u7684\u8fdb\u5c55\u3002\u8fd9\u5c31\u662f\u6211\u8ba4\u4e3a\u6784\u6210\u7814\u7a76\u54c1\u5473\u7684\u4e24\u4e2a\u4e3b\u8981\u65b9\u9762\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u8fd9\u975e\u5e38\u6709\u8da3\u3002\u60f3\u5fc5\u7814\u7a76\u54c1\u5473\u8fd8\u5305\u62ec\u4e00\u79cd\u76f4\u89c9\uff0c\u80fd\u591f\u5224\u65ad\u54ea\u4e9b\u7814\u7a76\u65b9\u5411\u53ef\u80fd\u53ef\u884c\uff0c\u54ea\u4e9b\u53ef\u80fd\u4e0d\u53ef\u884c\uff0c\u5c24\u5176\u662f\u5728\u8ba1\u7b97\u8d44\u6e90\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u3002\u4f60\u89c9\u5f97\u662f\u8fd9\u6837\u5417\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u662f\u7684\uff0c\u8fd9\u5f53\u7136\u4e5f\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u65b9\u9762\u3002\u6709\u4e9b\u4eba\u5728\u8fd9\u65b9\u9762\u7684\u76f4\u89c9\u786e\u5b9e\u6bd4\u5176\u4ed6\u4eba\u66f4\u5f3a\uff0c\u800c\u4e30\u5bcc\u7684\u7ecf\u9a8c\u5bf9\u6b64\u5927\u6709\u5e2e\u52a9\u3002\u4f46\u53ef\u4ee5\u80af\u5b9a\u7684\u662f\uff0c\u8ba1\u7b97\u8d44\u6e90\u662f\u7814\u7a76\u5de5\u4f5c\u7684\u4e00\u4e2a\u74f6\u9888\u3002\u5982\u679c\u6211\u4eec\u6709\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u6211\u76f8\u4fe1\u6211\u4eec\u80fd\u591f\u66f4\u5feb\u5730\u53d6\u5f97\u66f4\u591a\u7684\u8fdb\u5c55\u3002\u56e0\u6b64\uff0c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\uff0c\u4f60\u9700\u8981\u5224\u65ad\u7814\u7a76\u6811\u7684\u54ea\u4e2a\u5206\u652f\u503c\u5f97\u63a2\u7d22\uff0c\u4ee5\u53ca\u5728\u8be5\u5206\u652f\u4e0b\u5e94\u8be5\u8fdb\u884c\u54ea\u4e9b\u5b9e\u9a8c\u3002\u4f46\u540c\u65f6\u4e5f\u8981\u660e\u767d\uff0c\u5927\u591a\u6570\u7814\u7a76\u60f3\u6cd5\u90fd\u4e0d\u4f1a\u6210\u529f\u3002\u56e0\u6b64\uff0c\u4f60\u9700\u8981\u5224\u65ad\u5728\u67d0\u4e2a\u65b9\u5411\u4e0a\u6295\u5165\u591a\u5c11\u7cbe\u529b\u540e\u5e94\u8be5\u8f6c\u5411\u5176\u4ed6\u65b9\u5411\uff0c\u6216\u8005\u662f\u5426\u5e94\u8be5\u7ee7\u7eed\u575a\u6301\u3002\u53e6\u5916\u4e00\u4e2a\u6709\u8da3\u7684\u70b9\u662f\uff0c\u5c24\u5176\u662f\u5728\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\uff0c\u4e00\u4e2a\u8d1f\u9762\u7ed3\u679c\u5e76\u4e0d\u610f\u5473\u7740\u67d0\u4e2a\u65b9\u6cd5\u884c\u4e0d\u901a\uff0c\u800c\u5f80\u5f80\u610f\u5473\u7740\u4f60\u8fd8\u6ca1\u6709\u627e\u5230\u8ba9\u5b83\u53ef\u884c\u7684\u65b9\u6cd5\u3002<\/strong>\u56e0\u6b64\uff0c\u610f\u8bc6\u5230\u8fd9\u4e00\u70b9\u4e5f\u975e\u5e38\u5173\u952e\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u65e2\u7136\u6211\u4eec\u8c08\u5230\u4e86\u7814\u7a76\u4ee5\u53ca\u5982\u4f55\u7ec4\u7ec7\u7814\u7a76\u56e2\u961f\u53d6\u5f97\u6210\u529f\uff0c\u6211\u4eec\u518d\u6df1\u5165\u63a2\u8ba8\u4e00\u4e0b\u3002\u4f60\u63d0\u5230\u4e86\u6743\u8861\uff0c\u5176\u4e2d\u4e00\u79cd\u6743\u8861\u53ef\u80fd\u662f\u77ed\u671f\u76ee\u6807\u4e0e\u957f\u671f\u76ee\u6807\u4e4b\u95f4\u7684\u5e73\u8861\u3002\u8fd9\u65b9\u9762\u662f\u5982\u4f55\u8fd0\u4f5c\u7684\uff1f\u4f60\u662f\u5982\u4f55\u770b\u5f85\u7684\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u4e5f\u662f\u6211\u7ecf\u5e38\u601d\u8003\u7684\u95ee\u9898\u3002\u603b\u4f1a\u6709\u4e00\u4e9b\u5173\u952e\u8def\u5f84\u4e0a\u7684\u4e8b\u60c5\u9700\u8981\u5b8c\u6210\uff0c\u6bd4\u5982\u6a21\u578b\u7684\u67d0\u4e2a\u90e8\u5206\u9700\u8981\u6539\u8fdb\uff0c\u6216\u8005\u6211\u4eec\u77e5\u9053\u6a21\u578b\u7684\u67d0\u4e2a\u90e8\u5206\u4e0d\u591f\u4f18\u5316\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4f1a\u6295\u5165\u5927\u91cf\u7cbe\u529b\u6765\u89e3\u51b3\u8fd9\u4e9b\u773c\u524d\u7684\u95ee\u9898\u3002\u8fd9\u6837\u505a\u6709\u51e0\u4e2a\u539f\u56e0\uff1a\u9996\u5148\uff0c\u6211\u4eec\u77e5\u9053\u8fd9\u4e9b\u6539\u8fdb\u80af\u5b9a\u4f1a\u63d0\u5347\u6a21\u578b\u6027\u80fd\uff0c\u8fd9\u662f\u4e00\u4e2a\u76f8\u5bf9\u5b89\u5168\u7684\u8d4c\u6ce8\u3002\u5176\u6b21\uff0c\u90a3\u4e9b\u770b\u8d77\u6765\u4e0d\u591f\u5b8c\u5584\u7684\u90e8\u5206\uff0c\u5728\u672a\u6765\u6a21\u578b\u89c4\u6a21\u6269\u5927\u6216\u80fd\u529b\u589e\u5f3a\u65f6\uff0c\u5f80\u5f80\u4f1a\u5f15\u53d1\u66f4\u591a\u95ee\u9898\u3002\u56e0\u6b64\uff0c\u8ba4\u771f\u5bf9\u5f85\u5e76\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u81f3\u5173\u91cd\u8981\u3002\u8fd9\u662f\u4e00\u65b9\u9762\u3002\u53e6\u4e00\u65b9\u9762\u662f\u66f4\u5177\u63a2\u7d22\u6027\u7684\u7814\u7a76\uff0c\u8fd9\u4e9b\u60f3\u6cd5\u53ef\u80fd\u4f1a\u5e94\u7528\u4e8e\u4e0b\u4e00\u4e2a\u7248\u672c\u6216\u518d\u4e0b\u4e00\u4e2a\u7248\u672c\u7684Gemini\uff0c\u5b83\u4eec\u53ef\u80fd\u4f1a\u5bf9\u6a21\u578b\u6027\u80fd\u4ea7\u751f\u66f4\u5927\u7684\u5f71\u54cd\uff0c\u4f46\u76ee\u524d\u8fd8\u6ca1\u6709\u5f97\u5230\u5145\u5206\u9a8c\u8bc1\u3002\u6211\u5e76\u6ca1\u6709\u4e00\u4e2a\u975e\u5e38\u660e\u786e\u7684\u7b54\u6848\u6765\u5e73\u8861\u8fd9\u4e24\u8005\uff0c\u8fd9\u4e5f\u5177\u6709\u4e00\u5b9a\u7684\u5468\u671f\u6027\u3002\u4f8b\u5982\uff0c\u5728\u6a21\u578b\u89c4\u6a21\u6269\u5f20\u9636\u6bb5\uff0c\u63a2\u7d22\u6027\u7814\u7a76\u901a\u5e38\u4f1a\u591a\u4e00\u4e9b\uff0c\u56e0\u4e3a\u6b64\u65f6\u6ca1\u6709\u592a\u591a\u9700\u8981\u5e76\u884c\u89e3\u51b3\u7684\u7d27\u6025\u95ee\u9898\u3002\u4f46\u5728\u5373\u5c06\u63a8\u51fa\u65b0\u67b6\u6784\u6216\u65b0\u6a21\u578b\u4e4b\u524d\uff0c\u5de5\u4f5c\u91cd\u70b9\u5c31\u4f1a\u8f6c\u5411\u964d\u4f4e\u98ce\u9669\uff0c\u66f4\u591a\u5730\u5173\u6ce8\u6267\u884c\u5c42\u9762\u3002<\/strong><\/p>\n

Matt Turck\uff1a<\/strong>\u4e0e\u6b64\u76f8\u5173\u7684\u53e6\u4e00\u4e2a\u95ee\u9898\u662f\u7814\u7a76\u4e0e\u4ea7\u54c1\u4e4b\u95f4\u7684\u5f20\u529b\u3002\u6b63\u5982\u6211\u4eec\u4e4b\u524d\u6240\u8ba8\u8bba\u7684\uff0c\u4f60\u4eec\u5904\u4e8e\u4e0e\u5176\u4ed6\u5b9e\u9a8c\u5ba4\u7684\u6301\u7eed\u7ade\u4e89\u4e2d\u3002\u90a3\u4e48\uff0c\u662f\u5426\u5b58\u5728\u8fd9\u6837\u7684\u538b\u529b\uff1a\u6bd4\u5982\u201c\u6211\u4eec\u9700\u8981\u53d6\u5f97\u66f4\u597d\u7684\u5206\u6570\uff0c\u6216\u8005\u5728\u67d0\u4e2a\u6bd4\u8d5b\u4e2d\u83b7\u80dc\u201d\u7b49\u975e\u5e38\u5b9e\u9645\u7684\u77ed\u671f\u4ea7\u54c1\u76ee\u6807\uff0c\u4e0e\u6211\u4eec\u77e5\u9053\u7684\u80fd\u591f\u957f\u671f\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u5de5\u4f5c\u4e4b\u95f4\u7684\u51b2\u7a81\uff1f\u8fd9\u548c\u6211\u4eec\u4e4b\u524d\u8ba8\u8bba\u7684\u77ed\u671f\u4e0e\u957f\u671f\u76ee\u6807\u7684\u6743\u8861\u662f\u7c7b\u4f3c\u7684\u3002<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u4e5f\u662f\u6211\u559c\u6b22\u8c37\u6b4c\u7684\u539f\u56e0\u4e4b\u4e00\u3002\u6211\u8ba4\u4e3a\u8fd9\u79cd\u538b\u529b\u5176\u5b9e\u5f88\u5c0f\uff0c\u56e0\u4e3a\u6240\u6709\u7684\u9886\u5bfc\u5c42\u90fd\u6709\u7814\u7a76\u80cc\u666f\u3002\u4ed6\u4eec\u975e\u5e38\u6e05\u695a\uff0c\u867d\u7136\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53ef\u4ee5\u5f3a\u5236\u52a0\u901f\u7279\u5b9a\u57fa\u51c6\u6d4b\u8bd5\u548c\u67d0\u4e9b\u76ee\u6807\u7684\u5b9e\u73b0\uff0c\u4f46\u6700\u7ec8\uff0c\u7814\u7a76\u5de5\u4f5c\u7684\u8fdb\u5c55\u624d\u662f\u6700\u4e3a\u5173\u952e\u7684\u3002\u81f3\u5c11\u5728\u6211\u65e5\u5e38\u5de5\u4f5c\u4e2d\uff0c\u6211\u4ece\u672a\u771f\u6b63\u611f\u53d7\u5230\u8fc7\u8fd9\u79cd\u538b\u529b\u3002<\/p>\n

Matt Turck\uff1a<\/strong>DeepMind\u7684\u56e2\u961f\u662f\u5982\u4f55\u7ec4\u7ec7\u7684\uff1f\u4f60\u63d0\u5230\u9884\u8bad\u7ec3\u56e2\u961f\u6709\u51e0\u767e\u4eba\uff0c\u5bf9\u5417\uff1f\u662f\u5426\u6709\u4e13\u95e8\u7684\u540e\u8bad\u7ec3\u56e2\u961f\u3001\u5bf9\u9f50\u56e2\u961f\uff1f\u5927\u5bb6\u662f\u5982\u4f55\u534f\u4f5c\u7684\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u4ece\u6700\u9ad8\u5c42\u9762\u6765\u770b\uff0c\u6211\u4eec\u6709\u9884\u8bad\u7ec3\u56e2\u961f\u548c\u540e\u8bad\u7ec3\u56e2\u961f\u3002\u5728\u9884\u8bad\u7ec3\u56e2\u961f\u4e2d\uff0c\u6709\u4e13\u95e8\u8d1f\u8d23\u6a21\u578b\u3001\u6570\u636e\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u8bc4\u4f30\u7684\u4eba\u5458\uff0c\u8bc4\u4f30\u5de5\u4f5c\u975e\u5e38\u91cd\u8981\uff0c\u6211\u8ba4\u4e3a\u4eba\u4eec\u5f80\u5f80\u4f4e\u4f30\u4e86\u8bc4\u4f30\u7814\u7a76\u7684\u91cd\u8981\u6027\uff0c\u800c\u505a\u597d\u8bc4\u4f30\u5176\u5b9e\u662f\u4e00\u4ef6\u975e\u5e38\u56f0\u96be\u7684\u4e8b\u60c5\u3002<\/strong>\u6b64\u5916\uff0c\u8fd8\u6709\u540e\u8bad\u7ec3\u56e2\u961f\uff0c\u5f53\u7136\uff0c\u4e5f\u6709\u5e9e\u5927\u7684\u56e2\u961f\u8d1f\u8d23\u57fa\u7840\u8bbe\u65bd\u548c\u90e8\u7f72\u5de5\u4f5c\u3002<\/p>\n

Gemini 3\u6df1\u5ea6\u89e3\u6790\uff1a\u67b6\u6784\u3001\u591a\u6a21\u6001\u7279\u6027\u4e0e\u9884\u8bad\u7ec3\u5173\u952e\u95ee\u9898<\/p>\n

Matt Turck\uff1a<\/strong>\u611f\u8c22\u4f60\u7684\u4ecb\u7ecd\u3002\u73b0\u5728\u6211\u4eec\u6362\u4e2a\u8bdd\u9898\uff0c\u6309\u7167\u4e4b\u524d\u7684\u7ea6\u5b9a\uff0c\u6df1\u5165\u4e86\u89e3\u4e00\u4e0bGemini 3\u3002\u5305\u62ec\u5b83\u7684\u5e95\u5c42\u67b6\u6784\u3001\u6df1\u5ea6\u601d\u8003\u80fd\u529b\u3001\u9884\u8bad\u7ec3\u8fc7\u7a0b\u3001\u6570\u636e\u7f29\u653e\u7b49\u65b9\u9762\u3002\u9996\u5148\u4ece\u67b6\u6784\u7684\u5b8f\u89c2\u5c42\u9762\u6765\u770b\uff0c\u4f5c\u4e3a\u4e00\u540d\u5fe0\u5b9e\u7528\u6237\uff0c\u6211\u611f\u89c9Gemini 3\u4e0e2.5\u7248\u672c\u6709\u5f88\u5927\u7684\u4e0d\u540c\u3002\u662f\u5426\u6709\u67d0\u4e2a\u91cd\u5927\u7684\u67b6\u6784\u51b3\u7b56\u5bfc\u81f4\u4e86\u8fd9\u79cd\u5dee\u5f02\uff1f\u4f60\u5982\u4f55\u63cf\u8ff0\u5b83\u7684\u67b6\u6784\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u4ece\u5b8f\u89c2\u5c42\u9762\u6765\u770b\uff0c\u4e0e\u524d\u4e00\u4e2a\u7248\u672c\u76f8\u6bd4\uff0c\u67b6\u6784\u5e76\u6ca1\u6709\u53d1\u751f\u592a\u5927\u7684\u53d8\u5316\u3002\u6b63\u5982\u6211\u4e4b\u524d\u6240\u8bf4\uff0c\u662f\u591a\u4e2a\u65b9\u9762\u7684\u6539\u8fdb\u5171\u540c\u4fc3\u6210\u4e86\u5de8\u5927\u7684\u63d0\u5347\u3002\u4e0d\u8fc7\uff0c\u4ece\u6574\u4f53\u67b6\u6784\u6765\u770b\uff0c\u5b83\u662f\u4e00\u4e2a\u57fa\u4e8eTransformer\u7684\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u3002\u56e0\u6b64\uff0c\u5982\u679c\u4f60\u4ed4\u7ec6\u89c2\u5bdf\uff0c\u4f1a\u53d1\u73b0\u5176\u4e2d\u5305\u542b\u4e86\u8bb8\u591a\u539f\u59cbTransformer\u8bba\u6587\u4e2d\u7684\u6838\u5fc3\u5143\u7d20\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4f60\u80fd\u4e3a\u542c\u4f17\u79d1\u666e\u4e00\u4e0b\u4ec0\u4e48\u662f\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u5417\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u4ece\u5b8f\u89c2\u5c42\u9762\u6765\u770b\uff0cTransformer\u4e3b\u8981\u7531\u4e24\u4e2a\u6a21\u5757\u7ec4\u6210\uff1a\u4e00\u4e2a\u662f\u6ce8\u610f\u529b\u6a21\u5757\uff0c\u8d1f\u8d23\u8de8\u65f6\u95f4\u3001\u8de8\u4e0d\u540cToken\u6df7\u5408\u4fe1\u606f\uff1b\u53e6\u4e00\u4e2a\u662f\u524d\u9988\u7f51\u7edc\u6a21\u5757\uff0c\u4e3b\u8981\u8d1f\u8d23\u63d0\u4f9b\u8bb0\u5fc6\u529f\u80fd\u548c\u8ba1\u7b97\u80fd\u529b\uff0c\u4ee5\u4fbf\u6a21\u578b\u8fdb\u884c\u63a8\u7406\uff0c\u5e76\u4e14\u524d\u9988\u7f51\u7edc\u6a21\u5757\u662f\u5bf9\u5355\u4e2aToken\u8fdb\u884c\u5e76\u884c\u5904\u7406\u7684\u3002<\/strong>\u5728\u539f\u59cb\u7684Transformer\u67b6\u6784\u4e2d\uff0c\u524d\u9988\u7f51\u7edc\u6a21\u5757\u662f\u5355\u4e00\u7684\uff0c\u5c5e\u4e8e\u7a20\u5bc6\u8ba1\u7b97\uff1a\u8f93\u5165\u7ecf\u8fc7\u7ebf\u6027\u53d8\u6362\u5f97\u5230\u9690\u85cf\u5c42\u7ef4\u5ea6\uff0c\u7136\u540e\u5e94\u7528\u6fc0\u6d3b\u51fd\u6570\uff0c\u518d\u901a\u8fc7\u7ebf\u6027\u53d8\u6362\u5f97\u5230\u7a20\u5bc6\u6a21\u5757\u7684\u8f93\u51fa\u3002\u8fd9\u662f\u539f\u59cb\u8bba\u6587\u4e2d\u7684\u8bbe\u8ba1\u3002\u800c\u5728Transformer\u51fa\u73b0\u4e4b\u524d\uff0c\u5c31\u5df2\u7ecf\u6709\u5f88\u591a\u5173\u4e8e\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u7684\u7814\u7a76\u3002\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u8ba1\u7b97\u91cf\u7684\u4f7f\u7528\u4e0e\u53c2\u6570\u89c4\u6a21\u5206\u79bb\u5f00\u6765\u3002\u901a\u8fc7\u52a8\u6001\u8def\u7531\uff0c\u5c06\u8ba1\u7b97\u80fd\u529b\u5206\u914d\u5230\u7279\u5b9a\u7684\u4e13\u5bb6\u6a21\u5757\uff0c\u800c\u4e0d\u662f\u5c06\u4e24\u8005\u7ed1\u5b9a\u5728\u4e00\u8d77\u3002<\/strong><\/p>\n

Matt Turck\uff1a<\/strong>Gemini\u662f\u539f\u751f\u591a\u6a21\u6001\u6a21\u578b\u3002\u4ece\u5b9e\u9645\u5e94\u7528\u89d2\u5ea6\u6765\u770b\uff0c\u8fd9\u5bf9\u6a21\u578b\u5904\u7406\u6587\u672c\u3001\u56fe\u50cf\u6216\u89c6\u9891\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u610f\u5473\u7740\u5e76\u4e0d\u5b58\u5728\u4e13\u95e8\u5904\u7406\u56fe\u50cf\u3001\u97f3\u9891\u6216\u6587\u672c\u7684\u72ec\u7acb\u6a21\u578b\uff0c\u800c\u662f\u7531\u540c\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u540c\u65f6\u5904\u7406\u6240\u6709\u8fd9\u4e9b\u4e0d\u540c\u7684\u6a21\u6001\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u60f3\u5fc5\u8fd9\u4e5f\u6d89\u53ca\u5230\u6210\u672c\u95ee\u9898\u3002\u539f\u751f\u591a\u6a21\u6001\u662f\u5426\u610f\u5473\u7740\u4eceToken\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u6210\u672c\u66f4\u9ad8\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u95ee\u9898\u3002\u8fd9\u6d89\u53ca\u5230\u4e24\u65b9\u9762\u7684\u6210\u672c\u3002\u4e0d\u8fc7\uff0c\u6211\u8ba4\u4e3a\u5176\u5e26\u6765\u7684\u6536\u76ca\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u8d85\u8fc7\u4e86\u6210\u672c\uff0c\u8fd9\u4e5f\u662f\u6211\u4eec\u8bad\u7ec3\u8fd9\u7c7b\u6a21\u578b\u7684\u539f\u56e0\u3002\u7b2c\u4e00\u4e2a\u6210\u672c\u53ef\u80fd\u4e0d\u592a\u5bb9\u6613\u88ab\u4eba\u4eec\u5bdf\u89c9\uff0c\u90a3\u5c31\u662f\u6211\u4e4b\u524d\u63d0\u5230\u7684\u590d\u6742\u6027\u6210\u672c\u548c\u7814\u7a76\u6210\u672c\u3002\u56e0\u4e3a\u8981\u5904\u7406\u66f4\u591a\u7684\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u4e0d\u540c\u6a21\u6001\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u8fd9\u4f1a\u5f71\u54cd\u5230\u7814\u7a76\u7684\u591a\u4e2a\u65b9\u9762\uff0c\u589e\u52a0\u590d\u6742\u6027\uff0c\u56e0\u6b64\u6211\u4eec\u9700\u8981\u82b1\u8d39\u66f4\u591a\u7684\u65f6\u95f4\u8fdb\u884c\u601d\u8003\u548c\u7814\u7a76\u3002\u7b2c\u4e8c\u4e2a\u6210\u672c\u662f\uff0c\u4e0e\u7eaf\u6587\u672c\u76f8\u6bd4\uff0c\u56fe\u50cf\u7684\u8f93\u5165\u89c4\u6a21\u901a\u5e38\u66f4\u5927\u3002\u56e0\u6b64\uff0c\u5982\u679c\u91c7\u7528\u7b80\u5355\u76f4\u63a5\u7684\u5904\u7406\u65b9\u5f0f\uff0c\u5b9e\u9645\u7684\u8ba1\u7b97\u6210\u672c\u4f1a\u66f4\u9ad8\u3002\u4f46\u5f53\u7136\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u901a\u8fc7\u76f8\u5173\u7814\u7a76\u6765\u63d0\u9ad8\u8fd9\u4e9b\u5904\u7406\u8fc7\u7a0b\u7684\u6548\u7387\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u597d\u7684\uff0c\u6211\u4eec\u6765\u8c08\u8c08\u9884\u8bad\u7ec3\uff0c\u8fd9\u662f\u4f60\u4e3b\u8981\u8d1f\u8d23\u7684\u9886\u57df\u3002\u9996\u5148\uff0c\u6211\u4eec\u5728\u5bf9\u8bdd\u4e00\u5f00\u59cb\u5c31\u63d0\u5230\u4e86\u7f29\u653e\u5b9a\u5f8b\uff0c\u51e0\u5206\u949f\u524d\u4e5f\u8c08\u5230\u4e86Chinchilla\u30022025\u5e74\uff0c\u884c\u4e1a\u5185\u6709\u4e00\u4e2a\u5e7f\u6cdb\u8ba8\u8bba\u7684\u8bdd\u9898\u662f\u201c\u7f29\u653e\u5b9a\u5f8b\u7684\u7ec8\u7ed3\u201d\uff0c\u5c24\u5176\u662f\u5728\u9884\u8bad\u7ec3\u9886\u57df\u3002Gemini 3\u7684\u6210\u529f\u662f\u5426\u8868\u660e\u8fd9\u79cd\u8bf4\u6cd5\u5e76\u4e0d\u6b63\u786e\uff0c\u7f29\u653e\u5b9a\u5f8b\u4ecd\u7136\u5728\u53d1\u6325\u4f5c\u7528\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u5728\u6211\u770b\u6765\uff0c\u8fd9\u4e9b\u8ba8\u8bba\u603b\u662f\u6709\u4e9b\u5947\u602a\uff0c\u56e0\u4e3a\u6211\u7684\u5b9e\u9645\u7ecf\u9a8c\u4e0e\u8fd9\u4e9b\u8bf4\u6cd5\u5e76\u4e0d\u76f8\u7b26\u3002\u6211\u8ba4\u4e3a\uff0c\u89c4\u6a21\u662f\u9884\u8bad\u7ec3\u4e2d\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u65b9\u9762\uff0c\u5bf9\u63d0\u5347\u6a21\u578b\u6027\u80fd\u81f3\u5173\u91cd\u8981\u3002\u4f46\u5b9e\u9645\u60c5\u51b5\u662f\uff0c\u4eba\u4eec\u4e4b\u524d\u53ef\u80fd\u9ad8\u4f30\u4e86\u89c4\u6a21\u7684\u4f5c\u7528\u3002\u89c4\u6a21\u786e\u5b9e\u5f88\u91cd\u8981\uff0c\u4f46\u5b83\u5e76\u4e0d\u662f\u552f\u4e00\u7684\u56e0\u7d20\u3002\u89c4\u6a21\u7684\u6269\u5927\u80fd\u591f\u4ee5\u76f8\u5bf9\u53ef\u9884\u6d4b\u7684\u65b9\u5f0f\u63d0\u5347\u6a21\u578b\u6027\u80fd\uff0c\u8fd9\u6b63\u662f\u7f29\u653e\u5b9a\u5f8b\u6240\u544a\u8bc9\u6211\u4eec\u7684\uff1a\u968f\u7740\u6a21\u578b\u89c4\u6a21\u7684\u6269\u5927\uff0c\u6a21\u578b\u6027\u80fd\u4f1a\u63d0\u5347\u591a\u5c11\u3002\u4f46\u8fd9\u53ea\u662f\u5176\u4e2d\u4e00\u90e8\u5206\u3002\u5176\u4ed6\u56e0\u7d20\u8fd8\u5305\u62ec\u67b6\u6784\u548c\u6570\u636e\u521b\u65b0\uff0c\u8fd9\u4e9b\u5bf9\u4e8e\u9884\u8bad\u7ec3\u6027\u80fd\u4e5f\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u5982\u4eca\u5176\u91cd\u8981\u6027\u53ef\u80fd\u751a\u81f3\u8d85\u8fc7\u4e86\u5355\u7eaf\u7684\u89c4\u6a21\u3002\u4f46\u89c4\u6a21\u4ecd\u7136\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u56e0\u7d20\u3002<\/strong><\/p>\n

Matt Turck\uff1a<\/strong>\u6ca1\u9519\u3002\u6211\u4eec\u8fd9\u91cc\u4e13\u95e8\u8ba8\u8bba\u7684\u662f\u9884\u8bad\u7ec3\uff0c\u5bf9\u5417\uff1f\u56e0\u4e3a\u4eca\u5e74\u6211\u4eec\u5728\u5f3a\u5316\u5b66\u4e60\u540e\u8bad\u7ec3\u3001\u6d4b\u8bd5\u548c\u8ba1\u7b97\u7b49\u65b9\u9762\u90fd\u5b9e\u73b0\u4e86\u89c4\u6a21\u5316\u3002\u4f46\u5bf9\u4e8e\u9884\u8bad\u7ec3\u6765\u8bf4\uff0c\u4f60\u662f\u5426\u8ba4\u4e3a\u4e0d\u4ec5\u7f29\u653e\u5b9a\u5f8b\u6ca1\u6709\u5931\u6548\uff0c\u53cd\u800c\u7531\u4e8e\u6570\u636e\u548c\u4e0d\u540c\u67b6\u6784\u7684\u63a8\u52a8\uff0c\u51fa\u73b0\u4e86\u52a0\u901f\u7684\u8d8b\u52bf\uff1f\u6211\u7684\u7406\u89e3\u662f\u5426\u6b63\u786e\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u8ba4\u4e3a\u5e94\u8be5\u8fd9\u6837\u8bf4\uff0c\u8fd9\u4e9b\u56e0\u7d20\u662f\u76f8\u4e92\u53e0\u52a0\u7684\u3002\u89c4\u6a21\u662f\u4e00\u4e2a\u7ef4\u5ea6\uff0c\u4f46\u6a21\u578b\u548c\u6570\u636e\u7684\u6539\u8fdb\u4e5f\u4f1a\u63d0\u5347\u5b9e\u9645\u6027\u80fd\u3002<\/strong>\u6709\u65f6\uff0c\u521b\u65b0\u5e26\u6765\u7684\u6536\u76ca\u4f1a\u8d85\u8fc7\u89c4\u6a21\u6269\u5927\u5e26\u6765\u7684\u6536\u76ca\uff0c\u800c\u6709\u65f6\uff0c\u5355\u7eaf\u7684\u89c4\u6a21\u6269\u5927\u662f\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u6b63\u786e\u9009\u62e9\u3002\u8fd9\u662f\u9884\u8bad\u7ec3\u65b9\u9762\u7684\u60c5\u51b5\u3002\u5728\u5f3a\u5316\u5b66\u4e60\u53ca\u5176\u89c4\u6a21\u5316\u65b9\u9762\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u770b\u5230\u7684\u5f88\u591a\u73b0\u8c61\u4e0e\u9884\u8bad\u7ec3\u9886\u57df\u7c7b\u4f3c\uff0c\u6216\u8005\u8bf4\u4e0e\u6211\u4eec\u5728\u9884\u8bad\u7ec3\u9886\u57df\u6240\u7ecf\u5386\u7684\u60c5\u51b5\u76f8\u4f3c\u3002\u6709\u8da3\u7684\u662f\uff0c\u7531\u4e8e\u6211\u4eec\u5728\u9884\u8bad\u7ec3\u65b9\u9762\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u7ecf\u9a8c\uff0c\u5f88\u591a\u7ecf\u9a8c\u6559\u8bad\u90fd\u53ef\u4ee5\u5e94\u7528\u5230\u5f3a\u5316\u5b66\u4e60\u7684\u89c4\u6a21\u5316\u4e2d\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u8bf4\u5230\u6570\u636e\uff0cGemini 3\u7684\u9884\u8bad\u7ec3\u6570\u636e\u6784\u6210\u662f\u600e\u6837\u7684\uff1f\u6211\u8bb0\u5f97\u4f60\u4eec\u4e4b\u524d\u53d1\u5e03\u8fc7\u4e00\u4efd\u6a21\u578b\u5361\u7247\uff0c\u5176\u4e2d\u63d0\u5230\u4e86\u4e00\u4e9b\u76f8\u5173\u4fe1\u606f\u3002\u9884\u8bad\u7ec3\u6570\u636e\u90fd\u5305\u542b\u54ea\u4e9b\u5185\u5bb9\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u9884\u8bad\u7ec3\u6570\u636e\u662f\u591a\u79cd\u6765\u6e90\u7684\u6df7\u5408\u3002\u4ece\u672c\u8d28\u4e0a\u6765\u8bf4\uff0c\u8fd9\u4e9b\u6570\u636e\u662f\u591a\u6a21\u6001\u7684\uff0c\u5305\u542b\u4e86\u8bb8\u591a\u4e0d\u540c\u6765\u6e90\u7684\u4fe1\u606f\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u8fd9\u4e2a\u9886\u57df\u7684\u53e6\u4e00\u4e2a\u7ecf\u5178\u95ee\u9898\u662f\uff1a\u6211\u4eec\u662f\u5426\u5373\u5c06\u9762\u4e34\u6570\u636e\u67af\u7aed\uff1f\u4eba\u4eec\u603b\u662f\u5728\u8ba8\u8bba\uff0c\u662f\u8ba1\u7b97\u8d44\u6e90\u4e0d\u8db3\uff0c\u8fd8\u662f\u6570\u636e\u4e0d\u8db3\u3002\u663e\u7136\uff0c\u4eca\u5e74\u5408\u6210\u6570\u636e\u7684\u4f7f\u7528\u5448\u4e0a\u5347\u8d8b\u52bf\u3002\u5728\u4f60\u7684\u65e5\u5e38\u5de5\u4f5c\u4e2d\uff0c\u6216\u8005\u4ece\u6574\u4f53\u6765\u770b\uff0c\u4f60\u8ba4\u4e3a\u5408\u6210\u6570\u636e\u5728\u54ea\u4e9b\u65b9\u9762\u6709\u7528\uff0c\u5728\u54ea\u4e9b\u65b9\u9762\u6ca1\u6709\u7528\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u5408\u6210\u6570\u636e\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u9886\u57df\u3002\u4f7f\u7528\u5408\u6210\u6570\u636e\u65f6\u5fc5\u987b\u975e\u5e38\u8c28\u614e\uff0c\u56e0\u4e3a\u5f88\u5bb9\u6613\u8bef\u7528\u3002<\/strong>\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u4eba\u4eec\u4f1a\u4f7f\u7528\u4e00\u4e2a\u6027\u80fd\u5f3a\u52b2\u7684\u6a21\u578b\u6765\u751f\u6210\u5408\u6210\u6570\u636e\uff0c\u7136\u540e\u901a\u8fc7\u5c0f\u89c4\u6a21\u7684\u6d88\u878d\u5b9e\u9a8c\u6765\u9a8c\u8bc1\u5408\u6210\u6570\u636e\u7684\u6548\u679c\u3002\u4f46\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u95ee\u9898\u662f\uff1a\u4f60\u80fd\u5426\u751f\u6210\u5408\u6210\u6570\u636e\u6765\u8bad\u7ec3\u4e00\u4e2a\u672a\u6765\u7684\u6a21\u578b\uff0c\u5e76\u4e14\u8ba9\u8fd9\u4e2a\u65b0\u6a21\u578b\u7684\u6027\u80fd\u4f18\u4e8e\u751f\u6210\u5408\u6210\u6570\u636e\u7684\u539f\u59cb\u6a21\u578b\uff1f\u6211\u4eec\u5728\u8fd9\u65b9\u9762\u6295\u5165\u4e86\u5927\u91cf\u7684\u65f6\u95f4\u8fdb\u884c\u601d\u8003\u548c\u7814\u7a76\u3002<\/p>\n

\u5173\u4e8e\u4f60\u63d0\u5230\u7684\u53e6\u4e00\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u662f\u5426\u5373\u5c06\u9762\u4e34\u6570\u636e\u67af\u7aed\uff1f\u6211\u8ba4\u4e3a\u4e0d\u4f1a\u3002\u6211\u4eec\u5f53\u7136\u4e5f\u5728\u4e3a\u6b64\u505a\u51c6\u5907\uff0c\u4f46\u66f4\u91cd\u8981\u7684\u662f\uff0c\u6b63\u5982\u6211\u4e4b\u524d\u63d0\u5230\u7684\uff0c\u884c\u4e1a\u6b63\u7ecf\u5386\u4e00\u573a\u8303\u5f0f\u8f6c\u53d8\uff1a\u4e4b\u524d\u6211\u4eec\u5904\u4e8e\u6570\u636e\u65e0\u9650\u7684\u53d1\u5c55\u9636\u6bb5\uff0c\u6570\u636e\u53ef\u4ee5\u6309\u9700\u6269\u5c55\uff1b\u800c\u73b0\u5728\u6211\u4eec\u66f4\u591a\u5730\u8f6c\u5411\u4e86\u6570\u636e\u6709\u9650\u7684\u6a21\u5f0f\uff0c<\/strong>\u8fd9\u4e00\u8f6c\u53d8\u5207\u5b9e\u6539\u53d8\u4e86\u8bf8\u591a\u7814\u7a76\u65b9\u5411\u4ee5\u53ca\u6211\u4eec\u601d\u8003\u95ee\u9898\u7684\u65b9\u5f0f\u3002\u4e00\u4e2a\u5f88\u597d\u7684\u7c7b\u6bd4\u662f\uff0c\u5728\u5927\u8bed\u8a00\u6a21\u578b\u51fa\u73b0\u4e4b\u524d\uff0c\u5f88\u591a\u4eba\u90fd\u5728\u57fa\u4e8eImageNet\u7b49\u57fa\u51c6\u6d4b\u8bd5\u5f00\u5c55\u7814\u7a76\uff0c\u5f53\u65f6\u4e5f\u5904\u4e8e\u4e00\u4e2a\u6570\u636e\u975e\u5e38\u6709\u9650\u7684\u9636\u6bb5\uff0c\u56e0\u6b64\u8bde\u751f\u4e86\u5f88\u591a\u9002\u7528\u4e8e\u8be5\u9636\u6bb5\u7684\u6280\u672f\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u8fd9\u53ef\u80fd\u6d89\u53ca\u5230\u4e00\u4e2a\u884c\u4e1a\u5185\u7684\u666e\u904d\u6982\u5ff5\u2014\u2014\u57fa\u4e8e\u63a8\u7406\u8f68\u8ff9\u8bad\u7ec3\u6a21\u578b\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u8feb\u4f7f\u6a21\u578b\u5c55\u793a\u5176\u5f97\u51fa\u67d0\u4e2a\u7ed3\u679c\u7684\u8fc7\u7a0b\uff0c\u7136\u540e\u5229\u7528\u8fd9\u4e9b\u8f68\u8ff9\u6765\u8bad\u7ec3\u4e0b\u4e00\u4e2a\u6a21\u578b\u3002\u4f60\u4eec\u662f\u5426\u5728\u8fd9\u6837\u505a\uff1f\u4f60\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u65b9\u5411\u8fd8\u662f\u672a\u6765\u7684\u53d1\u5c55\u8d8b\u52bf\uff1f\u4f60\u7684\u770b\u6cd5\u662f\u4ec0\u4e48\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u5f88\u9057\u61be\uff0c\u6211\u65e0\u6cd5\u5bf9\u6b64\u7c7b\u5177\u4f53\u95ee\u9898\u53d1\u8868\u8bc4\u8bba\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u770b\u6765\u6211\u95ee\u5bf9\u4e86\u95ee\u9898\u3002\u4f46\u6216\u8bb8\u4ece\u603b\u4f53\u6765\u770b\uff0c\u884c\u4e1a\u5185\u662f\u5426\u6709\u5f88\u591a\u4eba\u5728\u8fd9\u6837\u505a\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u8ba4\u4e3a\u662f\u8fd9\u6837\u7684\u3002\u8fd9\u4e5f\u4e0e\u4f60\u4e4b\u524d\u95ee\u5230\u7684\u5408\u6210\u6570\u636e\u95ee\u9898\u76f8\u5173\uff0c\u6211\u4eec\u5728\u8fd9\u65b9\u9762\u7684\u65b9\u6cd5\u662f\u76f8\u4f3c\u7684\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u6216\u8bb8\u6211\u4eec\u4e0d\u5fc5\u5c06\u8bdd\u9898\u5f15\u5411\u672a\u6765\uff0c\u4f46\u53e6\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u548c\u8d8b\u52bf\u662f\uff0c\u6a21\u578b\u5982\u4f55\u80fd\u591f\u7528\u66f4\u5c11\u7684\u6570\u636e\u8fdb\u884c\u5b66\u4e60\uff0c\u8fd9\u4e5f\u662f\u4f60\u5728\u8c08\u5230\u6570\u636e\u6709\u9650\u6a21\u5f0f\u65f6\u6240\u6697\u793a\u7684\u3002\u65e0\u8bba\u662f\u5728DeepMind\u5185\u90e8\u8fd8\u662f\u5728\u884c\u4e1a\u5185\uff0c\u4f60\u662f\u5426\u770b\u5230\u4e86\u4e00\u4e9b\u6709\u8da3\u7684\u65b9\u6cd5\uff0c\u5c31\u50cf\u90a3\u4e2a\u8457\u540d\u7684\u7c7b\u6bd4\u6240\u8bf4\u7684\uff0c\u6a21\u578b\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\u9ad8\u6548\u5b66\u4e60\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u60f3\u5148\u6f84\u6e05\u4e00\u4e0b\u6211\u4e4b\u524d\u6240\u8bf4\u7684\u201c\u6570\u636e\u6709\u9650\u6a21\u5f0f\u201d\u3002\u6211\u5e76\u4e0d\u662f\u6307\u6570\u636e\u91cf\u51cf\u5c11\u4e86\uff0c\u800c\u662f\u6307\u6570\u636e\u91cf\u662f\u6709\u9650\u7684\u3002\u8fd9\u79cd\u8303\u5f0f\u8f6c\u53d8\u662f\u4ece\u201c\u6570\u636e\u65e0\u9650\u201d\u5230\u201c\u6570\u636e\u6709\u9650\u201d\u3002\u5176\u6b21\uff0c\u6a21\u578b\u67b6\u6784\u7814\u7a76\u5728\u67d0\u79cd\u610f\u4e49\u4e0a\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u5f53\u4f60\u5728\u6a21\u578b\u67b6\u6784\u65b9\u9762\u53d6\u5f97\u6539\u8fdb\u65f6\uff0c\u901a\u5e38\u610f\u5473\u7740\u4f7f\u7528\u76f8\u540c\u6570\u91cf\u7684\u6570\u636e\u8bad\u7ec3\u6a21\u578b\u53ef\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u7ed3\u679c\uff1b\u6216\u8005\u8bf4\uff0c\u8981\u8fbe\u5230\u4e0e\u4e4b\u524d\u6a21\u578b\u76f8\u540c\u7684\u7ed3\u679c\uff0c\u6240\u9700\u7684\u8bad\u7ec3\u6570\u636e\u91cf\u66f4\u5c11\u3002\u8fd9\u662f\u5176\u4e2d\u4e00\u4e2a\u65b9\u9762\u3002\u4f46\u4e0d\u53ef\u5426\u8ba4\u7684\u662f\uff0c\u5982\u4eca\u6a21\u578b\u8bad\u7ec3\u6240\u9700\u7684\u6570\u636e\u91cf\u4ecd\u7136\u8fdc\u8fdc\u8d85\u8fc7\u4e86\u4eba\u7c7b\u6240\u80fd\u63a5\u89e6\u5230\u7684\u6570\u636e\u91cf\u3002<\/strong>\u5f53\u7136\uff0c\u8fd9\u5176\u4e2d\u8fd8\u6d89\u53ca\u5230\u8fdb\u5316\u8fc7\u7a0b\u7b49\u56e0\u7d20\u3002\u6211\u89c9\u5f97\u8fd9\u7c7b\u5b8f\u89c2\u8ba8\u8bba\u5f88\u96be\u7406\u89e3\u548c\u8ddf\u8fdb\uff0c\u56e0\u4e3a\u8981\u5c06\u4eba\u7c7b\u7684\u5b66\u4e60\u6570\u636e\u91cf\u4e0e\u5982\u4eca\u7684\u9884\u8bad\u7ec3\u6570\u636e\u91cf\u8fdb\u884c\u5bf9\u6bd4\uff0c\u9700\u8981\u505a\u51fa\u5f88\u591a\u5047\u8bbe\u3002\u4f46\u81f3\u5c11\u4ece\u8868\u9762\u4e0a\u770b\uff0c\u6211\u4eec\u4f7f\u7528\u7684\u6570\u636e\u91cf\u786e\u5b9e\u6bd4\u4eba\u7c7b\u591a\u5f97\u591a\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u5728\u6574\u4e2a\u884c\u4e1a\u4e2d\uff0c\u9884\u8bad\u7ec3\u9886\u57df\u8fd8\u6709\u54ea\u4e9b\u53d1\u5c55\u65b9\u5411\u8ba9\u4f60\u611f\u5230\u5174\u594b\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u8ba4\u4e3a\u5176\u4e2d\u4e00\u4e2a\u65b9\u5411\u662f\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u3002\u5728Gemini1.5\u4e2d\uff0c\u6211\u4eec\u5728\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u65b9\u9762\u53d6\u5f97\u4e86\u5de8\u5927\u7684\u98de\u8dc3\u3002\u8fd9\u4f7f\u5f97\u5982\u4eca\u7684\u6a21\u578b\u548cAgent\u80fd\u591f\u5904\u7406\u8bf8\u5982\u4ee3\u7801\u5e93\u4e4b\u7c7b\u7684\u5927\u578b\u4efb\u52a1\uff0c\u56e0\u4e3a\u5b83\u4eec\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u663e\u8457\u589e\u52a0\u3002\u6211\u8ba4\u4e3a\u672a\u6765\u4e00\u4e24\u5e74\u5185\uff0c\u5728\u8fd9\u65b9\u9762\u5c06\u4f1a\u6709\u66f4\u591a\u7684\u521b\u65b0\uff0c\u4e0d\u4ec5\u4f1a\u63d0\u9ad8\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u7684\u6548\u7387\uff0c\u8fd8\u4f1a\u8fdb\u4e00\u6b65\u6269\u5c55\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002\u8fd9\u662f\u4ece\u80fd\u529b\u5c42\u9762\u6765\u770b\uff0c\u9884\u8bad\u7ec3\u5728\u8fd9\u65b9\u9762\u6709\u5f88\u5927\u7684\u6f5c\u529b\uff0c\u975e\u5e38\u503c\u5f97\u5173\u6ce8\u3002<\/p>\n

\u76f8\u5173\u5730\uff0c\u81f3\u5c11\u5728\u6ce8\u610f\u529b\u673a\u5236\u65b9\u9762\uff0c\u6211\u4eec\u6700\u8fd1\u53d6\u5f97\u4e86\u4e00\u4e9b\u975e\u5e38\u6709\u8da3\u7684\u53d1\u73b0\uff0c\u6211\u8ba4\u4e3a\u8fd9\u4e9b\u53d1\u73b0\u5c06\u5728\u672a\u6765\u51e0\u4e2a\u6708\u5185\u5851\u9020\u6211\u4eec\u7684\u8bb8\u591a\u7814\u7a76\u65b9\u5411\uff0c\u6211\u4e2a\u4eba\u5bf9\u6b64\u975e\u5e38\u5174\u594b\u3002\u6211\u60f3\u518d\u6b21\u5f3a\u8c03\u6211\u4e4b\u524d\u63d0\u5230\u7684\u4e00\u70b9\uff1a\u4e8b\u60c5\u7684\u8fdb\u5c55\u5f80\u5f80\u662f\u591a\u79cd\u56e0\u7d20\u5171\u540c\u4f5c\u7528\u7684\u7ed3\u679c\u3002<\/strong>\u6709\u5f88\u591a\u5c0f\u578b\u548c\u4e2d\u578b\u7684\u6539\u8fdb\u6b63\u5728\u9010\u6b65\u63a8\u8fdb\uff0c\u6bd4\u5982\u4fee\u590d\u67d0\u4e2a\u95ee\u9898\u3001\u89e3\u51b3\u67d0\u4e2a\u6f0f\u6d1e\uff0c\u6216\u8005\u67d0\u9879\u7814\u7a76\u663e\u793a\u51fa\u4e86\u826f\u597d\u7684\u524d\u666f\u3002\u6240\u6709\u8fd9\u4e9b\u56e0\u7d20\u7ed3\u5408\u5728\u4e00\u8d77\uff0c\u5c06\u518d\u6b21\u63a8\u52a8\u884c\u4e1a\u53d6\u5f97\u91cd\u5927\u8fdb\u5c55\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u56de\u60f3\u6211\u4eec\u4e4b\u524d\u8c08\u5230\u7684Retro\u9879\u76ee\uff0c\u4f60\u662f\u8be5\u9879\u76ee\u7684\u5408\u8457\u8005\uff0c\u8be5\u9879\u76ee\u4fa7\u91cd\u4e8e\u6548\u7387\uff0c\u8ba9\u5c0f\u578b\u6a21\u578b\u80fd\u591f\u53d1\u6325\u66f4\u5927\u7684\u4f5c\u7528\u3002\u800c\u73b0\u5728\u4f60\u8eab\u5904Gemini 3\u7684\u4e16\u754c\uff0c\u8fd9\u91cc\u6d89\u53ca\u6d77\u91cf\u6570\u636e\u548c\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u8bad\u7ec3\u3002\u4f60\u8ba4\u4e3a\u8fd9\u79cd\u5927\u578b\u6a21\u578b\u3001\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u8303\u5f0f\u662f\u5426\u4f1a\u4f7f\u5f97\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u548c\u641c\u7d22\u53d8\u5f97\u4e0d\u518d\u5fc5\u8981\uff0c\u6240\u6709\u529f\u80fd\u90fd\u5c06\u88ab\u6574\u5408\u5230\u6a21\u578b\u4e2d\uff1f\u5f53\u7136\uff0c\u4f01\u4e1a\u6570\u636e\u65b9\u9762\u53ef\u80fd\u662f\u4e00\u4e2a\u4f8b\u5916\uff0c\u4f46\u4ece\u603b\u4f53\u6765\u770b\u662f\u8fd9\u6837\u5417\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u5f88\u6709\u8da3\u7684\u95ee\u9898\u3002\u9996\u5148\uff0c\u6211\u8ba4\u4e3aRetro\u9879\u76ee\u7684\u6838\u5fc3\u662f\u68c0\u7d22\u4fe1\u606f\u800c\u975e\u5b58\u50a8\u4fe1\u606f\uff0c\u5e76\u4e0d\u4e00\u5b9a\u662f\u4e3a\u4e86\u8ba9\u6a21\u578b\u66f4\u5c0f\u3002\u5b83\u5173\u6ce8\u7684\u662f\u5982\u4f55\u8ba9\u6a21\u578b\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u5c31\u80fd\u591f\u8fdb\u884c\u66f4\u591a\u7684\u63a8\u7406\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5b58\u50a8\u77e5\u8bc6\u3002\u8fd9\u4e00\u70b9\u5728\u4eca\u5929\u4ecd\u7136\u975e\u5e38\u91cd\u8981\u3002\u6709\u8da3\u7684\u662f\uff0c\u76f4\u5230\u6700\u8fd1\uff0c\u9884\u8bad\u7ec3\u7684\u8fed\u4ee3\u5468\u671f\u4e00\u76f4\u6bd4\u540e\u8bad\u7ec3\u6162\u5f97\u591a\u3002\u56e0\u6b64\uff0c\u5728\u9884\u8bad\u7ec3\u65b9\u9762\u505a\u51fa\u8fd9\u4e9b\u91cd\u5927\u6539\u53d8\uff0c\u5728\u98ce\u9669\u548c\u65f6\u95f4\u6210\u672c\u65b9\u9762\u90fd\u76f8\u5f53\u9ad8\u6602\u3002\u800c\u540e\u8bad\u7ec3\u9636\u6bb5\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6216\u641c\u7d22\u7b49\u65b9\u6cd5\uff0c\u8fed\u4ee3\u901f\u5ea6\u8981\u5feb\u5f97\u591a\uff0c\u4e5f\u80fd\u5e26\u6765\u975e\u5e38\u51fa\u8272\u7684\u6027\u80fd\u3002\u5728\u6211\u770b\u6765\uff0c\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u6700\u7ec8\u7684\u89e3\u51b3\u65b9\u6848\u5e94\u8be5\u662f\u901a\u8fc7\u53ef\u5fae\u5206\u7684\u7aef\u5230\u7aef\u65b9\u5f0f\u6765\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c<\/strong>\u8fd9\u610f\u5473\u7740\u53ef\u80fd\u9700\u8981\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\uff08\u6216\u8005\u672a\u6765\u7c7b\u4f3c\u7684\u8bad\u7ec3\u9636\u6bb5\uff09\u5c31\u5b66\u4e60\u68c0\u7d22\u80fd\u529b\uff0c\u5e76\u5c06\u641c\u7d22\u529f\u80fd\u6574\u5408\u5230\u5927\u89c4\u6a21\u8bad\u7ec3\u4e2d\u3002\u6211\u8ba4\u4e3a\u5f3a\u5316\u5b66\u4e60\u7684\u89c4\u6a21\u5316\u53ef\u80fd\u5df2\u7ecf\u5f00\u542f\u4e86\u8fd9\u4e00\u8fdb\u7a0b\uff0c\u4f46\u5728\u67b6\u6784\u65b9\u9762\u8fd8\u6709\u5f88\u591a\u5de5\u4f5c\u8981\u505a\u3002\u8fd9\u4e00\u70b9\u6211\u4eec\u5c06\u5728\u672a\u6765\u51e0\u5e74\u5185\u770b\u5230\u3002<\/p>\n

\u6211\u60f3\u5f3a\u8c03\u7684\u662f\uff0c\u4eba\u4eec\u7ecf\u5e38\u8c08\u8bba\u6a21\u578b\u67b6\u6784\uff0c\u8fd9\u786e\u5b9e\u662f\u63d0\u5347\u9884\u8bad\u7ec3\u6027\u80fd\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\uff0c\u4f46\u8fd8\u6709\u5176\u4ed6\u65b9\u9762\u4e5f\u540c\u6837\u91cd\u8981\uff0c\u6bd4\u5982\u57fa\u7840\u8bbe\u65bd\u3001\u6570\u636e\u548c\u8bc4\u4f30\uff0c\u8fd9\u4e9b\u65b9\u9762\u5f80\u5f80\u6ca1\u6709\u5f97\u5230\u540c\u7b49\u7a0b\u5ea6\u7684\u5173\u6ce8\u3002\u8bc4\u4f30\u5c24\u5176\u56f0\u96be\uff0c\u5728\u9884\u8bad\u7ec3\u4e2d\u66f4\u662f\u5982\u6b64\uff0c\u56e0\u4e3a\u5b83\u9700\u8981\u5f25\u5408\u4e24\u4e2a\u5dee\u8ddd\u3002\u4e00\u65b9\u9762\uff0c\u6211\u4eec\u65e5\u5e38\u8bad\u7ec3\u548c\u8bc4\u4f30\u6240\u4f7f\u7528\u7684\u6a21\u578b\u901a\u5e38\u6bd4\u6700\u7ec8\u89c4\u6a21\u5316\u540e\u7684\u6a21\u578b\u66f4\u5c0f\u3001\u6027\u80fd\u66f4\u5f31\u3002\u56e0\u6b64\uff0c\u8bc4\u4f30\u65b9\u6cd5\u5fc5\u987b\u80fd\u591f\u9884\u6d4b\u5927\u89c4\u6a21\u6a21\u578b\u7684\u6027\u80fd\uff0c\u4ecd\u7136\u80fd\u591f\u4e3a\u5927\u89c4\u6a21\u6a21\u578b\u6307\u660e\u6b63\u786e\u7684\u65b9\u5411\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u5fc5\u987b\u662f\u4e00\u4e2a\u826f\u597d\u7684\u4ee3\u7406\u6307\u6807\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u8fd8\u5b58\u5728\u540e\u8bad\u7ec3\u5dee\u8ddd\u3002\u6a21\u578b\u5728\u9884\u8bad\u7ec3\u540e\u5e76\u4e0d\u4f1a\u76f4\u63a5\u6295\u5165\u4f7f\u7528\uff0c\u8fd8\u4f1a\u8fdb\u884c\u540e\u7eed\u7684\u8bad\u7ec3\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u6216\u5bf9\u9884\u8bad\u7ec3\u6a21\u578b\u8fdb\u884c\u7684\u8bc4\u4f30\uff0c\u5fc5\u987b\u80fd\u591f\u5f88\u597d\u5730\u53cd\u6620\u6a21\u578b\u5728\u540e\u7eed\u8bad\u7ec3\u540e\u7684\u8868\u73b0\u3002\u56e0\u6b64\uff0c\u5728\u8bc4\u4f30\u65b9\u9762\u53d6\u5f97\u8fdb\u5c55\u81f3\u5173\u91cd\u8981\uff0c\u8fd9\u4e5f\u975e\u5e38\u56f0\u96be\u3002\u8bc4\u4f30\u65b9\u9762\u7684\u8fdb\u6b65\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u63a8\u52a8\u4e86\u6211\u4eec\u5728\u6a21\u578b\u548c\u6570\u636e\u6539\u8fdb\u65b9\u9762\u7684\u8fdb\u5c55\uff0c\u56e0\u4e3a\u5b83\u8ba9\u6211\u4eec\u80fd\u591f\u51c6\u786e\u8861\u91cf\u6a21\u578b\u6216\u6570\u636e\u7684\u5b9e\u9645\u6539\u8fdb\u6548\u679c\u3002<\/strong><\/p>\n

Matt Turck\uff1a<\/strong>DeepMind\u7684\u8bc4\u4f30\u90fd\u662f\u5185\u90e8\u6784\u5efa\u7684\u5417\uff1f\u4f60\u4eec\u6709\u81ea\u5df1\u7684\u8bc4\u4f30\u4f53\u7cfb\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u662f\u7684\uff0c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u662f\u8fd9\u6837\uff0c\u800c\u4e14\u8d8a\u6765\u8d8a\u503e\u5411\u4e8e\u5185\u90e8\u6784\u5efa<\/strong>\u3002\u56e0\u4e3a\u6211\u4eec\u53d1\u73b0\uff0c\u5916\u90e8\u57fa\u51c6\u6d4b\u8bd5\u867d\u7136\u53ef\u4ee5\u5728\u77ed\u671f\u5185\u4f7f\u7528\uff0c\u4f46\u5f88\u5feb\u5c31\u4f1a\u53d7\u5230\u6c61\u67d3\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u8fd9\u4e9b\u57fa\u51c6\u6d4b\u8bd5\u7684\u5185\u5bb9\u4f1a\u4ee5\u4e0d\u540c\u7684\u5f62\u5f0f\u5728\u7f51\u7edc\u4e0a\u4f20\u64ad\uff0c\u5982\u679c\u6211\u4eec\u7684\u8bad\u7ec3\u6570\u636e\u4e2d\u5305\u542b\u4e86\u8fd9\u4e9b\u5185\u5bb9\uff0c\u5c31\u5f88\u96be\u68c0\u6d4b\u51fa\u6765\u3002\u56e0\u6b64\uff0c\u8981\u907f\u514d\u81ea\u6b3a\u6b3a\u4eba\uff0c\u771f\u6b63\u4e86\u89e3\u6a21\u578b\u7684\u5b9e\u9645\u6027\u80fd\uff0c\u552f\u4e00\u7684\u65b9\u6cd5\u5c31\u662f\u521b\u5efa\u72ec\u7acb\u7684\u8bc4\u4f30\u96c6\uff0c\u5e76\u4e25\u683c\u4fdd\u5bc6\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4e0e\u6b64\u76f8\u5173\u7684\u4e00\u4e2a\u95ee\u9898\u662f\uff0c\u5bf9\u9f50\u662f\u4f60\u4eec\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u91cd\u70b9\u8003\u8651\u7684\u95ee\u9898\uff0c\u8fd8\u662f\u66f4\u591a\u5730\u5c5e\u4e8e\u540e\u8bad\u7ec3\u9636\u6bb5\u7684\u8303\u7574\uff0c\u6216\u8005\u4e24\u8005\u90fd\u6709\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u8ba4\u4e3a\u5927\u90e8\u5206\u5bf9\u9f50\u5de5\u4f5c\u662f\u5728\u540e\u7eed\u8bad\u7ec3\u9636\u6bb5\u8fdb\u884c\u7684\uff0c\u4f46\u9884\u8bad\u7ec3\u9636\u6bb5\u4e5f\u6709\u4e00\u4e9b\u76f8\u5173\u7684\u5de5\u4f5c\u3002\u6211\u4e0d\u80fd\u5728\u8fd9\u91cc\u900f\u9732\u592a\u591a\u7ec6\u8282\uff0c\u4f46\u786e\u5b9e\u6709\u4e00\u4e9b\u65b9\u9762\u4e0e\u9884\u8bad\u7ec3\u76f8\u5173\uff0c\u6211\u4eec\u4e5f\u4f1a\u5bf9\u6b64\u8fdb\u884c\u8003\u91cf\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4ece\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u5c42\u9762\u6765\u770b\uff0c\u6211\u4e00\u76f4\u5f88\u597d\u5947\uff0c\u4ee5Gemini\u4e3a\u4f8b\uff0c\u5982\u679c\u6838\u5fc3\u6570\u636e\u96c6\u6765\u81ea\u4e92\u8054\u7f51\uff0c\u800c\u4e92\u8054\u7f51\u4e0a\u6709\u5f88\u591a\u4e0d\u826f\u4fe1\u606f\u3002\u90a3\u4e48\u5bf9\u9f50\u7684\u9996\u8981\u539f\u5219\u662f\u4e0d\u662f\u5c06\u8fd9\u4e9b\u4e0d\u826f\u4fe1\u606f\u6392\u9664\u5728\u6a21\u578b\u8bad\u7ec3\u4e4b\u5916\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u95ee\u9898\uff0c\u6211\u5e76\u6ca1\u6709\u4e00\u4e2a\u786e\u5b9a\u7684\u7b54\u6848\u3002\u4f46\u6211\u4eec\u4e0d\u5e0c\u671b\u6a21\u578b\u4ea7\u751f\u8fd9\u4e9b\u4e0d\u826f\u5185\u5bb9\u3002\u4ece\u6839\u672c\u4e0a\u6765\u8bf4\uff0c\u6a21\u578b\u9700\u8981\u4e86\u89e3\u8fd9\u4e9b\u4e0d\u826f\u4fe1\u606f\uff0c\u8fd9\u6837\u624d\u80fd\u77e5\u9053\u8981\u8fdc\u79bb\u5b83\u4eec\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u81f3\u5c11\u9700\u8981\u8ba9\u6a21\u578b\u63a5\u89e6\u4e00\u90e8\u5206\u8fd9\u7c7b\u4fe1\u606f\uff0c\u4ee5\u4fbf\u5b83\u80fd\u591f\u8bc6\u522b\u8fd9\u4e9b\u4e0d\u826f\u5185\u5bb9\u5e76\u907f\u514d\u4ea7\u751f\u76f8\u5173\u8f93\u51fa\u3002\u5426\u5219\uff0c\u5f53\u7528\u6237\u63d0\u5230\u67d0\u4e9b\u4e0d\u826f\u4fe1\u606f\u65f6\uff0c\u6a21\u578b\u53ef\u80fd\u6839\u672c\u4e0d\u77e5\u9053\u7528\u6237\u5728\u8bf4\u4ec0\u4e48\uff0c\u4e5f\u5c31\u65e0\u6cd5\u5224\u65ad\u8fd9\u662f\u4e0d\u826f\u4fe1\u606f\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u6211\u4eec\u6765\u8c08\u8c08DeepThink\uff0c\u8fd9\u662f\u5728Gemini 3\u53d1\u5e03\u51e0\u5929\u540e\u63a8\u51fa\u7684\u601d\u8003\u578b\u6a21\u578b\u3002\u9996\u5148\uff0c\u5b83\u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u6a21\u578b\uff0c\u8fd8\u662fGemini 3\u7684\u4e00\u90e8\u5206\uff1f\u6211\u4eec\u5e94\u8be5\u5982\u4f55\u770b\u5f85\u5b83\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u4e0d\u80fd\u5bf9\u6b64\u53d1\u8868\u592a\u591a\u5177\u4f53\u8bc4\u8bba\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u5f53\u6a21\u578b\u8fdb\u884c\u601d\u8003\uff0c\u7528\u6237\u9700\u8981\u7b49\u5f8510\u79d2\u300120\u79d2\u6216\u66f4\u957f\u65f6\u95f4\u65f6\uff0c\u540e\u53f0\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u662f\u7684\uff0c\u6211\u60f3\u5728\u4f60\u4e4b\u524d\u7684\u4e00\u4e9b\u64ad\u5ba2\u4e2d\u5df2\u7ecf\u8be6\u7ec6\u8ba8\u8bba\u8fc7\u8fd9\u4e2a\u95ee\u9898\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u751f\u6210\u601d\u8003\u8fc7\u7a0b\u7684\u8fc7\u7a0b\u3002\u4e0e\u4ec5\u5728\u6a21\u578b\u5185\u90e8\u8fdb\u884c\u8ba1\u7b97\u4e0d\u540c\uff0c\u6211\u4eec\u8fd8\u4f1a\u5728\u5e8f\u5217\u957f\u5ea6\u5c42\u9762\u8fdb\u884c\u8ba1\u7b97\uff0c\u8ba9\u6a21\u578b\u6709\u66f4\u591a\u7684\u601d\u8003\u7a7a\u95f4\u3002\u56e0\u6b64\uff0c\u6a21\u578b\u4f1a\u5f00\u59cb\u63d0\u51fa\u5047\u8bbe\u3001\u6d4b\u8bd5\u5047\u8bbe\u3001\u8c03\u7528\u4e00\u4e9b\u5de5\u5177\u6765\u9a8c\u8bc1\u5047\u8bbe\u3001\u8fdb\u884c\u641c\u7d22\u7b49\u3002\u6700\u540e\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u56de\u987e\u6574\u4e2a\u601d\u8003\u8fc7\u7a0b\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u4e2a\u660e\u786e\u7684\u7b54\u6848\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u884c\u4e1a\u5df2\u7ecf\u9010\u6e10\u63a5\u53d7\u4e86\u8fd9\u79cd\u901a\u7528\u601d\u8003\u8303\u5f0f\u3002<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u662f\u7684\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4f60\u80fd\u8c08\u8c08\u8fd9\u5176\u4e2d\u7684\u667a\u80fd\u4f53\u90e8\u5206\u4ee5\u53ca\u8c37\u6b4c\u7684\u201c\u53cd\u91cd\u529b\u201d\u9879\u76ee\u5417\uff1f\u4f60\u89c9\u5f97\u5b83\u6709\u8da3\u7684\u5730\u65b9\u5728\u54ea\u91cc\uff1f\u4eba\u4eec\u5e94\u8be5\u4e86\u89e3\u4e9b\u4ec0\u4e48\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8fd9\u5927\u6982\u5c31\u662f\u6211\u4e4b\u524d\u63d0\u5230\u7684\u4e0e\u6211\u81ea\u5df1\u5de5\u4f5c\u76f8\u5173\u7684\u5185\u5bb9\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u6211\u89c9\u5f97\u8fd9\u5f88\u6709\u8da3\u3002<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u4eec\u65e5\u5e38\u7684\u5f88\u591a\u5de5\u4f5c\u90fd\u662f\u6267\u884c\u5c42\u9762\u7684\uff0c\u6bd4\u5982\u76d1\u63a7\u5b9e\u9a8c\u8fdb\u7a0b\u7b49\u3002\u6211\u8ba4\u4e3a\u667a\u80fd\u4f53\u5728\u8fd9\u65b9\u9762\u80fd\u591f\u5e26\u6765\u6700\u5927\u7684\u5f71\u54cd\u3002\u56de\u5230\u9884\u8bad\u7ec3\u7684\u8bdd\u9898\uff0c\u6211\u8ba4\u4e3a\u89c6\u89c9\u611f\u77e5\u65b9\u9762\u5bf9\u4e8e\u667a\u80fd\u4f53\u6765\u8bf4\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u73b0\u5728\u6211\u4eec\u8981\u6c42\u6a21\u578b\u80fd\u591f\u4e0e\u8ba1\u7b97\u673a\u5c4f\u5e55\u8fdb\u884c\u4ea4\u4e92\u3002\u56e0\u6b64\uff0c\u5177\u5907\u51fa\u8272\u7684\u5c4f\u5e55\u7406\u89e3\u80fd\u529b\u81f3\u5173\u91cd\u8981\uff0c\u8fd9\u4e5f\u662f\u9884\u8bad\u7ec3\u9636\u6bb5\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\u3002<\/strong><\/p>\n

Matt Turck\uff1a<\/strong>\u5728\u201c\u53cd\u91cd\u529b\u201d\u9879\u76ee\u4e2d\uff0c\u6709\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u201c\u6c1b\u56f4\u7f16\u7a0b\u201d\u6982\u5ff5\u2014\u2014\u5f53\u4f60\u63d0\u51fa\u9700\u6c42\u65f6\uff0c\u4f60\u751a\u81f3\u4e0d\u9700\u8981\u6e05\u695a\u5730\u8bf4\u660e\u5177\u4f53\u8981\u6c42\uff0c\u6a21\u578b\u5c31\u80fd\u7406\u89e3\u4f60\u7684\u610f\u56fe\u3002\u8fd9\u79cd\u201c\u6c1b\u56f4\u201d\u662f\u9884\u8bad\u7ec3\u9636\u6bb5\u7684\u6210\u679c\uff0c\u8fd8\u662f\u540e\u8bad\u7ec3\u9636\u6bb5\u7684\u4ea7\u7269\uff1f\u5982\u4f55\u5c06\u201c\u6c1b\u56f4\u201d\u878d\u5165\u6a21\u578b\u4e2d\uff1f<\/p>\n

Sebastia<\/strong>n Bou<\/strong>rg<\/strong>eaud\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u95ee\u9898\u3002\u6211\u60f3\u5982\u679c\u4f60\u95ee\u4e94\u4e2a\u4e0d\u540c\u7684\u7814\u7a76\u8005\uff0c\u53ef\u80fd\u4f1a\u5f97\u5230\u4e94\u4e2a\u4e0d\u540c\u7684\u7b54\u6848\u3002\u4eba\u4eec\u8fd8\u4f1a\u63d0\u5230\u201c\u5927\u578b\u6a21\u578b\u7684\u8d28\u611f\u201d\uff0c\u6bd4\u5982GPT-4.5\u5728\u8fd9\u65b9\u9762\u5c31\u6709\u5f88\u660e\u663e\u7684\u8868\u73b0\uff0c\u5927\u6982\u5927\u578b\u6a21\u578b\u5728\u611f\u89c9\u4e0a\u4f1a\u6709\u6240\u4e0d\u540c\u3002\u6211\u4e0d\u4f1a\u7528\u8fd9\u4e9b\u5177\u4f53\u7684\u672f\u8bed\u6765\u63cf\u8ff0\uff0c\u4f46\u6211\u8ba4\u4e3a\u201c\u6c1b\u56f4\u201d\u672c\u8d28\u4e0a\u4e0e\u6b64\u76f8\u5173\u3002\u5982\u4eca\uff0c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\uff0c\u9884\u8bad\u7ec3\u53ef\u80fd\u5728\u6a21\u578b\u7684\u201c\u611f\u89c9\u201d\u65b9\u9762\u53d1\u6325\u7740\u66f4\u5927\u7684\u4f5c\u7528\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u540e\u8bad\u7ec3\u3002<\/strong>\u5bf9\u4e8e\u201c\u6c1b\u56f4\u7f16\u7a0b\u201d\u6765\u8bf4\uff0c\u6211\u8ba4\u4e3a\u8fd9\u53ef\u80fd\u66f4\u591a\u5730\u4e0e\u5f3a\u5316\u5b66\u4e60\u89c4\u6a21\u5316\u548c\u540e\u8bad\u7ec3\u76f8\u5173\uff0c\u56e0\u4e3a\u901a\u8fc7\u5927\u91cf\u7684\u6570\u636e\u8bad\u7ec3\uff0c\u6a21\u578b\u80fd\u591f\u5f88\u597d\u5730\u5b8c\u6210\u8fd9\u7c7b\u4efb\u52a1\u3002<\/p>\n

\u884c\u4e1a\u8d8b\u52bf\u4e0e\u672a\u6765\u5c55\u671b\uff1a\u6280\u672f\u65b9\u5411\u3001\u5e94\u7528\u6311\u6218\u4e0e\u4eba\u624d\u5efa\u8bae<\/p>\n

Matt Turck\uff1a<\/strong>\u6211\u4eec\u6765\u7a0d\u5fae\u5b8f\u89c2\u5730\u770b\u5f85\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f5c\u4e3a\u5bf9\u8bdd\u7684\u6700\u540e\u4e00\u90e8\u5206\u3002\u6211\u5f88\u597d\u5947\u884c\u4e1a\u7684\u6574\u4f53\u53d1\u5c55\u8d8b\u52bf\u3002\u4eca\u5e74\u795e\u7ecf\u4fe1\u606f\u5904\u7406\u7cfb\u7edf\u5927\u4f1a\u4e0a\u8ba8\u8bba\u7684\u4e00\u4e2a\u6838\u5fc3\u4e3b\u9898\u662f\u6301\u7eed\u5b66\u4e60\u3002\u6211\u60f3\u4e86\u89e3\u4f60\u7684\u770b\u6cd5\uff0c\u5c24\u5176\u662f\u4ece\u9884\u8bad\u7ec3\u7684\u89d2\u5ea6\u6765\u770b\u3002\u56e0\u4e3a\u76ee\u524d\u6211\u4eec\u7684\u8303\u5f0f\u662f\u6bcf\u9694\u51e0\u4e2a\u6708\u6216\u51e0\u5e74\uff0c\u5c31\u4f1a\u8bad\u7ec3\u4e00\u4e2a\u5168\u65b0\u7684\u5927\u578b\u57fa\u7840\u6a21\u578b\u3002\u9996\u5148\uff0c\u4ec0\u4e48\u662f\u6301\u7eed\u5b66\u4e60\uff1f\u5176\u6b21\uff0c\u5982\u679c\u6301\u7eed\u5b66\u4e60\u6210\u4e3a\u4e3b\u6d41\uff0c\u8fd9\u5c06\u5bf9\u91cd\u65b0\u8bad\u7ec3\u4ea7\u751f\u4ec0\u4e48\u5f71\u54cd\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a\u6301\u7eed\u5b66\u4e60\u672c\u8d28\u4e0a\u662f\u6307\u968f\u7740\u65b0\u77e5\u8bc6\u7684\u53d1\u73b0\uff0c\u4e0d\u65ad\u7528\u8fd9\u4e9b\u77e5\u8bc6\u66f4\u65b0\u6a21\u578b\u3002<\/strong>\u6bd4\u5982\uff0c\u660e\u5929\u51fa\u73b0\u4e86\u4e00\u9879\u65b0\u7684\u79d1\u5b66\u7a81\u7834\uff0c\u800c\u6211\u4eec\u6628\u5929\u8bad\u7ec3\u7684\u57fa\u7840\u6a21\u578b\u5e76\u4e0d\u77e5\u9053\u8fd9\u9879\u7a81\u7834\u3002\u5728\u9884\u8bad\u7ec3\u65b9\u9762\uff0c\u6211\u8ba4\u4e3a\u8fc7\u53bb\u51e0\u5e74\u5df2\u7ecf\u53d6\u5f97\u4e86\u5f88\u5927\u7684\u8fdb\u5c55\uff0c\u8fd9\u4e3b\u8981\u4f53\u73b0\u5728\u540e\u8bad\u7ec3\u548c\u641c\u7d22\u65b9\u9762\u3002\u901a\u8fc7\u4f7f\u7528\u641c\u7d22\u5de5\u5177\u8fdb\u884c\u641c\u7d22\u8c03\u7528\uff0c\u6a21\u578b\u53ef\u4ee5\u83b7\u53d6\u8fd9\u4e9b\u65b0\u4fe1\u606f\u3002\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u8bf4\uff0c\u8fd9\u4e5f\u6b63\u662f\u6211\u4eec\u4e4b\u524d\u8c08\u5230\u7684Retro\u9879\u76ee\u6240\u505a\u7684\u4e8b\u60c5\u2014\u2014\u901a\u8fc7\u68c0\u7d22\u6570\u636e\uff0c\u5c1d\u8bd5\u5c06\u77e5\u8bc6\u8bed\u6599\u5e93\u4e0e\u63a8\u7406\u90e8\u5206\u5206\u79bb\u5f00\u6765\u3002\u8fd9\u662f\u4e00\u65b9\u9762\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u5728\u9884\u8bad\u7ec3\u65b9\u9762\uff0c\u8fd9\u4e5f\u4e0e\u6211\u4e4b\u524d\u63d0\u5230\u7684\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u76f8\u5173\u3002\u4e00\u79cd\u5b9e\u73b0\u6301\u7eed\u5b66\u4e60\u7684\u65b9\u5f0f\u662f\u4e0d\u65ad\u6269\u5c55\u7528\u6237\u7684\u4e0a\u4e0b\u6587\uff0c\u8ba9\u6a21\u578b\u5728\u4e0a\u4e0b\u6587\u4e2d\u83b7\u53d6\u66f4\u591a\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u5177\u5907\u6301\u7eed\u5b66\u4e60\u7684\u80fd\u529b\u3002<\/strong>\u4f46\u5f53\u7136\uff0c\u8fd9\u53ef\u80fd\u8fd8\u9700\u8981\u4e00\u573a\u66f4\u5927\u7684\u8303\u5f0f\u8f6c\u53d8\u3002\u4e5f\u8bb8\u8fd9\u5c31\u662f\u4eba\u4eec\u6240\u8ba8\u8bba\u7684\uff1a\u80fd\u5426\u6539\u53d8\u8bad\u7ec3\u7b97\u6cd5\uff0c\u8ba9\u6a21\u578b\u80fd\u591f\u6301\u7eed\u5730\u4ece\u6765\u81ea\u73b0\u5b9e\u4e16\u754c\u7684\u6570\u636e\u6d41\u4e2d\u8fdb\u884c\u5b66\u4e60\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u9664\u4e86\u6301\u7eed\u5b66\u4e60\uff0c\u4f60\u8ba4\u4e3a\u5f53\u524d\u7814\u7a76\u4e2d\u8fd8\u6709\u54ea\u4e9b\u70ed\u95e8\u3001\u6709\u8da3\u6216\u4ee4\u4eba\u5173\u6ce8\u7684\u65b9\u5411\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6b63\u5982\u6211\u4e4b\u524d\u63d0\u5230\u7684\uff0c\u76ee\u524d\u6709\u5f88\u591a\u5c0f\u578b\u7684\u6539\u8fdb\u6b63\u5728\u79ef\u7d2f\uff0c\u8fd9\u662f\u63a8\u52a8\u884c\u4e1a\u8fdb\u6b65\u7684\u4e00\u4e2a\u91cd\u8981\u56e0\u7d20\u3002\u5386\u53f2\u4e0a\uff0c\u8fd9\u79cd\u65b9\u5f0f\u4e00\u76f4\u662f\u63a8\u52a8\u8fdb\u5c55\u7684\u4e3b\u8981\u52a8\u529b\uff0c\u6211\u76f8\u4fe1\u672a\u6765\u4e5f\u4f1a\u7ee7\u7eed\u5982\u6b64\u3002\u6211\u4e4b\u524d\u63d0\u5230\u7684\u957f\u4e0a\u4e0b\u6587\u67b6\u6784\u548c\u957f\u4e0a\u4e0b\u6587\u7814\u7a76\u662f\u5176\u4e2d\u4e00\u4e2a\u65b9\u9762\u3002\u5728\u9884\u8bad\u7ec3\u65b9\u9762\uff0c\u6ce8\u610f\u529b\u673a\u5236\u4e5f\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u7814\u7a76\u65b9\u5411\u3002\u6b64\u5916\uff0c\u4ece\u65e0\u9650\u6570\u636e\u5230\u6709\u9650\u6570\u636e\u6216\u6570\u636e\u6709\u9650\u6a21\u5f0f\u7684\u8303\u5f0f\u8f6c\u53d8\uff0c\u4e5f\u5c06\u5e26\u6765\u5f88\u591a\u53d8\u5316\u548c\u6709\u8da3\u7684\u7814\u7a76\u3002\u8fd9\u53ea\u662f\u9884\u8bad\u7ec3\u9886\u57df\u7684\u60c5\u51b5\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u4eca\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u7684\u4eba\u6570\u6b63\u5728\u8fc5\u901f\u589e\u957f\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u4e5f\u9700\u8981\u66f4\u591a\u5730\u8003\u8651\u6a21\u578b\u7684\u90e8\u7f72\u6210\u672c\u2014\u2014\u6a21\u578b\u7684\u4f7f\u7528\u6210\u672c\u6709\u591a\u9ad8\uff0c\u80fd\u5426\u5927\u89c4\u6a21\u90e8\u7f72\u3002\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\uff0c\u6211\u4eec\u53ef\u4ee5\u91c7\u53d6\u54ea\u4e9b\u63aa\u65bd\u6765\u63d0\u5347\u6a21\u578b\u8d28\u91cf\uff0c\u540c\u65f6\u964d\u4f4e\u90e8\u7f72\u6210\u672c\u3001\u51cf\u5c11\u8d44\u6e90\u6d88\u8017\uff0c\u8fd9\u4e5f\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u65b9\u5411\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u5bf9\u4e8e\u6b63\u5728\u6536\u542c\u8fd9\u671f\u64ad\u5ba2\u7684\u5b66\u751f\u6216\u535a\u58eb\u751f\u6765\u8bf4\uff0c\u5982\u679c\u4ed6\u4eec\u5e0c\u671b\u5728\u51e0\u5e74\u540e\u6210\u4e3a\u50cf\u4f60\u8fd9\u6837\u7684\u4eba\uff0c\u4f60\u8ba4\u4e3a\u4ed6\u4eec\u5e94\u8be5\u601d\u8003\u6216\u5173\u6ce8\u54ea\u4e9b\u95ee\u9898\uff1f\u8fd9\u4e9b\u95ee\u9898\u4e0d\u662f\u4e00\u4e24\u5e74\u5185\u5c31\u80fd\u89e3\u51b3\u7684\uff0c\u800c\u662f\u66f4\u5177\u957f\u8fdc\u610f\u4e49\u3001\u66f4\u6709\u8da3\u7684\u95ee\u9898\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6709\u4e00\u70b9\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\uff0c\u90a3\u5c31\u662f\u5728\u8fdb\u884c\u7814\u7a76\u7684\u540c\u65f6\uff0c\u8981\u4e86\u89e3\u7cfb\u7edf\u5c42\u9762\u7684\u77e5\u8bc6\u3002\u6211\u4eec\u73b0\u5728\u6784\u5efa\u7684\u7cfb\u7edf\u975e\u5e38\u590d\u6742\u3002\u56e0\u6b64\uff0c\u80fd\u591f\u7406\u89e3\u4eceTPU\u5230\u7814\u7a76\u5c42\u9762\u7684\u6574\u4e2a\u6280\u672f\u6808\u662f\u4e00\u79cd\u975e\u5e38\u91cd\u8981\u7684\u80fd\u529b\u3002<\/strong>\u56e0\u4e3a\u8fd9\u6837\u4f60\u5c31\u80fd\u53d1\u73b0\u4e0d\u540c\u5c42\u7ea7\u4e4b\u95f4\u7684\u5dee\u8ddd\uff0c\u800c\u8fd9\u4e9b\u5dee\u8ddd\u53ef\u80fd\u662f\u5176\u4ed6\u4eba\u6ca1\u6709\u6ce8\u610f\u5230\u7684\u3002\u540c\u65f6\uff0c\u4f60\u4e5f\u80fd\u591f\u5168\u9762\u5730\u601d\u8003\u4f60\u7684\u7814\u7a76\u60f3\u6cd5\u5bf9\u6574\u4e2aTPU\u6280\u672f\u6808\u7684\u5f71\u54cd\u3002\u6211\u8ba4\u4e3a\uff0c\u80fd\u591f\u505a\u5230\u8fd9\u4e00\u70b9\u7684\u4eba\u901a\u5e38\u4f1a\u4ea7\u751f\u5f88\u5927\u7684\u5f71\u54cd\u529b\u3002\u56e0\u6b64\uff0c\u5728\u4e13\u4e1a\u65b9\u5411\u4e0a\uff0c\u5e94\u8be5\u5173\u6ce8\u7814\u7a76\u578b\u5de5\u7a0b\u548c\u7cfb\u7edf\u65b9\u9762\u7684\u5185\u5bb9\u3002\u6211\u662f\u6a21\u578b\u7814\u7a76\u7684\u8d1f\u8d23\u4eba\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7eaf\u7cb9\u7684\u6a21\u578b\u67b6\u6784\u7814\u7a76\u3002\u8fd9\u662f\u4e00\u4e2a\u65b9\u9762\u3002\u6211\u4e2a\u4eba\u4ecd\u7136\u5bf9\u6211\u4eec\u5728Retro\u9879\u76ee\u4e2d\u5f00\u59cb\u7684\u68c0\u7d22\u7814\u7a76\u975e\u5e38\u611f\u5174\u8da3\u3002\u6211\u8ba4\u4e3a\u8fd9\u4e2a\u9886\u57df\u4e4b\u524d\u8fd8\u4e0d\u591f\u6210\u719f\uff0c\u4f46\u73b0\u5728\u60c5\u51b5\u6b63\u5728\u53d1\u751f\u53d8\u5316\u3002\u6211\u6709\u7406\u7531\u76f8\u4fe1\uff0c\u5728\u672a\u6765\u51e0\u5e74\u5185\uff0c\u7c7b\u4f3cRetro\u7684\u6280\u672f\u53ef\u80fd\u4f1a\u5e94\u7528\u4e8e\u50cfGemini\u8fd9\u6837\u7684\u9876\u5c16\u6a21\u578b\u4e2d\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4e3a\u4ec0\u4e48\u4e4b\u524d\u8fd9\u4e2a\u9886\u57df\u4e0d\u591f\u6210\u719f\uff0c\u800c\u73b0\u5728\u60c5\u51b5\u53ef\u80fd\u4f1a\u53d1\u751f\u53d8\u5316\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u8ba4\u4e3a\u8fd9\u4e0e\u6211\u4e4b\u524d\u63d0\u5230\u7684\u590d\u6742\u6027\u6709\u5173\uff0c\u540c\u65f6\u4e5f\u56e0\u4e3a\u540e\u8bad\u7ec3\u9636\u6bb5\u7684\u8fed\u4ee3\u901f\u5ea6\u66f4\u5feb\uff0c\u80fd\u591f\u66f4\u5feb\u5730\u5b9e\u73b0\u76f8\u5173\u529f\u80fd\u3002\u6b63\u5982\u6211\u4e4b\u524d\u6240\u8bf4\uff0c\u901a\u8fc7\u540e\u8bad\u7ec3\u9636\u6bb5\u7684\u641c\u7d22\u548c\u6570\u636e\u5904\u7406\uff0c\u6211\u4eec\u53ef\u4ee5\u4ee5\u66f4\u7b80\u5355\u7684\u65b9\u5f0f\u8ba9\u6a21\u578b\u83b7\u5f97\u7c7b\u4f3c\u7684\u80fd\u529b\u3002\u968f\u7740\u540e\u8bad\u7ec3\u548c\u5f3a\u5316\u5b66\u4e60\u89c4\u6a21\u5316\u7684\u53d1\u5c55\uff0c\u8fd9\u79cd\u60c5\u51b5\u53ef\u80fd\u4f1a\u518d\u6b21\u53d1\u751f\u8f6c\u53d8\uff0c\u4f7f\u66f4\u591a\u7684\u529f\u80fd\u56de\u5f52\u5230\u9884\u8bad\u7ec3\u9636\u6bb5\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u4f60\u8ba4\u4e3a\u76ee\u524d\u4eba\u5de5\u667a\u80fd\u9886\u57df\u662f\u5426\u5b58\u5728\u8fc7\u5ea6\u6295\u8d44<\/a>\u7684\u9886\u57df\uff1f\u4e5f\u5c31\u662f\u90a3\u4e9b\u5728\u903b\u8f91\u4e0a\u5e76\u4e0d\u5408\u7406\uff0c\u4f46\u884c\u4e1a\u5374\u6295\u5165\u4e86\u5927\u91cf\u8d44\u91d1\u7684\u9886\u57df\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u8ba4\u4e3a\u73b0\u5728\u60c5\u51b5\u5df2\u7ecf\u597d\u591a\u4e86\u3002\u5927\u7ea6\u4e24\u5e74\u524d\uff0c\u6211\u770b\u5230\u5f88\u591a\u4eba\u8fd8\u5728\u8bd5\u56fe\u521b\u5efa\u4e13\u95e8\u7684\u6a21\u578b\u6765\u89e3\u51b3\u90a3\u4e9b\u901a\u7528\u6a21\u578b\u5728\u534a\u5e74\u6216\u4e00\u5e74\u5185\u5c31\u80fd\u591f\u89e3\u51b3\u7684\u4efb\u52a1\u3002\u4f46\u73b0\u5728\u4eba\u4eec\u5df2\u7ecf\u9010\u6e10\u610f\u8bc6\u5230\uff0c\u5bf9\u4e8e\u901a\u7528\u4efb\u52a1\u6216\u4e0d\u9700\u8981\u6781\u7aef\u4e13\u4e1a\u6a21\u578b\u7684\u4efb\u52a1\uff0c\u4f7f\u7528\u901a\u7528\u6a21\u578b\uff08\u53ef\u80fd\u4e0d\u662f\u5f53\u524d\u7248\u672c\uff0c\u800c\u662f\u4e0b\u4e00\u4e2a\u7248\u672c\uff09\u53ef\u80fd\u5c31\u80fd\u591f\u5b8c\u6210\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5173\u4e8e\u5982\u4f55\u4f7f\u7528\u6a21\u578b\u3001\u5982\u4f55\u6784\u5efa\u6a21\u578b\u7684\u5e94\u7528\u6846\u67b6\u7b49\u65b9\u9762\u7684\u7814\u7a76\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u540c\u65f6\uff0c\u5982\u4f55\u63d0\u9ad8\u6a21\u578b\u548c\u8fd9\u4e9b\u5e94\u7528\u6846\u67b6\u7684\u7a33\u5065\u6027\uff0c\u4f7f\u5176\u80fd\u591f\u51cf\u5c11\u9519\u8bef\u5e76\u4ece\u9519\u8bef\u4e2d\u6062\u590d\uff0c\u4e5f\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u7814\u7a76\u65b9\u5411\u3002<\/strong><\/p>\n

Matt Turck\uff1a<\/strong>\u4e0e\u6b64\u76f8\u5173\u7684\u4e00\u4e2a\u95ee\u9898\u662f\uff0c\u5bf9\u4e8e\u521d\u521b\u516c\u53f8\uff0c\u4f60\u6709\u4ec0\u4e48\u5efa\u8bae\u6216\u63a8\u8350\uff1f\u4ece\u521b\u59cb\u4eba\u6216\u98ce\u6295\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u57fa\u7840\u6a21\u578b\u7684\u80fd\u529b\u8d8a\u6765\u8d8a\u5f3a\uff0c\u5e76\u4e14\u8bad\u7ec3\u6570\u636e\u8d8a\u6765\u8d8a\u591a\u6837\u5316\u3002\u4ee5\u524d\uff0c\u6a21\u578b\u53ea\u80fd\u8fdb\u884c\u5bf9\u8bdd\uff0c\u800c\u73b0\u5728\u5df2\u7ecf\u80fd\u591f\u5904\u7406\u91d1\u878d\u5de5\u4f5c\u3001\u80a1\u6743\u8868\u7b49\u4e13\u4e1a\u4efb\u52a1\uff0c\u8fd9\u4f3c\u4e4e\u7f29\u5c0f\u4e86\u521d\u521b\u516c\u53f8\u7684\u53d1\u5c55\u7a7a\u95f4\u3002\u4f60\u5bf9\u6b64\u6709\u4f55\u770b\u6cd5\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u8ba4\u4e3a\u521d\u521b\u516c\u53f8\u53ef\u4ee5\u56de\u987e\u4e00\u4e0b\u4e00\u5e74\u524d\u6216\u4e00\u5e74\u534a\u524d\u6a21\u578b\u7684\u80fd\u529b\uff0c\u518d\u770b\u770b\u73b0\u5728\u6a21\u578b\u7684\u80fd\u529b\uff0c\u7136\u540e\u8fdb\u884c\u5408\u7406\u7684\u63a8\u65ad\u3002\u6a21\u578b\u6b63\u5728\u4e0d\u65ad\u8fdb\u6b65\u7684\u9886\u57df\uff0c\u672a\u6765\u53ef\u80fd\u4f1a\u7ee7\u7eed\u4fdd\u6301\u8fdb\u6b65\u7684\u8d8b\u52bf\u3002\u800c\u90a3\u4e9b\u8fdb\u5c55\u4e0d\u5927\u7684\u9886\u57df\uff0c\u53ef\u80fd\u662f\u66f4\u503c\u5f97\u7814\u7a76\u7684\u65b9\u5411\u3002\u6211\u73b0\u5728\u6ca1\u6709\u5177\u4f53\u7684\u4f8b\u5b50\uff0c\u4f46\u8fd9\u662f\u4e00\u4e2a\u603b\u4f53\u7684\u5efa\u8bae\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u5728\u672a\u6765\u4e00\u4e24\u5e74\u5185\uff0c\u4f60\u4e2a\u4eba\u7684\u804c\u4e1a\u53d1\u5c55\u4e2d\u6709\u4ec0\u4e48\u8ba9\u4f60\u611f\u5230\u5174\u594b\u7684\u4e8b\u60c5\uff1f<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u6211\u975e\u5e38\u559c\u6b22\u65e5\u5e38\u5de5\u4f5c\u4e2d\u4e0e\u4f17\u591a\u4f18\u79c0\u7684\u4eba\u5408\u4f5c\uff0c\u5e76\u4ece\u4ed6\u4eec\u8eab\u4e0a\u5b66\u4e60\u3002\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u9a71\u52a8\u7740\u6211\u3002\u6bcf\u5929\u4e0a\u73ed\uff0c\u6211\u90fd\u4f1a\u4e0e\u975e\u5e38\u806a\u660e\u7684\u4eba\u4ea4\u6d41\uff0c\u4ed6\u4eec\u4f1a\u6559\u7ed9\u6211\u5f88\u591a\u65b0\u7684\u77e5\u8bc6\u3002\u8fd9\u662f\u6211\u975e\u5e38\u559c\u6b22\u7684\u4e00\u70b9\u3002\u6b63\u5982\u6211\u591a\u6b21\u63d0\u5230\u7684\uff0c\u6709\u5f88\u591a\u4e0d\u540c\u7684\u56e0\u7d20\u6b63\u5728\u5171\u540c\u4f5c\u7528\uff0c\u8fd8\u6709\u5f88\u591a\u65b9\u9762\u6709\u63d0\u5347\u7684\u7a7a\u95f4\u3002\u6211\u771f\u7684\u975e\u5e38\u597d\u5947\uff0c\u56e0\u4e3a\u76ee\u524d\u6765\u770b\uff0c\u8fd9\u7c7b\u5de5\u4f5c\u7684\u8fdb\u5c55\u4f3c\u4e4e\u770b\u4e0d\u5230\u5c3d\u5934\u3002\u80fd\u591f\u89c1\u8bc1\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u770b\u770b\u6211\u4eec\u80fd\u591f\u8d70\u591a\u8fdc\uff0c\u8fd9\u771f\u7684\u975e\u5e38\u6709\u8da3\u3002\u81f3\u5c11\u5728\u672a\u6765\u4e00\u5e74\u5de6\u53f3\uff0c\u6211\u8ba4\u4e3a\u8fd9\u79cd\u5feb\u901f\u53d1\u5c55\u7684\u8d8b\u52bf\u4e0d\u4f1a\u653e\u7f13\u3002<\/p>\n

Matt Turck\uff1a<\/strong>\u975e\u5e38\u597d\u3002\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u68d2\u7684\u6536\u5c3e\u3002Sebastian\uff0c\u975e\u5e38\u611f\u8c22\u4f60\u53c2\u52a0\u8fd9\u671f\u64ad\u5ba2\u3002\u6211\u4eec\u975e\u5e38\u611f\u6fc0\uff0c\u8fd9\u662f\u4e00\u573a\u975e\u5e38\u7cbe\u5f69\u7684\u5bf9\u8bdd\u3002\u8c22\u8c22\u3002<\/p>\n

Sebastian Bourgeaud\uff1a<\/strong>\u8c22\u8c22\uff0cMatt\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

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