{"id":2719,"date":"2023-08-04T18:17:36","date_gmt":"2023-08-04T10:17:36","guid":{"rendered":""},"modified":"2023-08-04T18:17:36","modified_gmt":"2023-08-04T10:17:36","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/2719.html","title":{"rendered":"\u72ec\u5bb6\u5bf9\u8bdd\u539f\u82f9\u679c\u9996\u4efbAI\u603b\u76d1\uff1a\u8c08AI\u5a01\u80c1\u4e3a\u65f6\u5c1a\u65e9\uff0c\u5b83\u4eec\u8fd8\u65e0\u6cd5\u611f\u77e5\u4e16\u754c"},"content":{"rendered":"

\u7f16\u8005\u6309\uff1a\u672c\u6587\u6765\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7 \u817e\u8baf\u79d1\u6280\uff08ID\uff1aqqtech\uff09\uff0c\u4f5c\u8005\uff1a\u7eaa\u632f\u5b87\uff0c\u51fa\u54c1\uff1a\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff0c\u5fae\u65b0\u521b\u60f3\u7ecf\u6388\u6743\u53d1\u5e03\u3002<\/p>\n

ChatGPT\u7684\u8bde\u751f\uff0c\u8ba9\u4eba\u4eec\u770b\u5230\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u5927\u8bed\u8a00\u6a21\u578b\u6240\u5c55\u73b0\u51fa\u7684\u60ca\u4eba\u80fd\u529b\uff0c\u5927\u6982\u662f\u6709\u53f2\u4ee5\u6765\u7684\u7b2c\u4e00\u6b21\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u7684\u4ea4\u4e92\uff0c\u4eba\u4eec\u771f\u5207\u611f\u53d7\u5230\u4e86\u4eba\u4e0e\u673a\u5668\u4e4b\u95f4\uff0c\u4ea7\u751f\u4e86\u5fae\u5999\u7684\u7406\u89e3\u5173\u7cfb\uff0c\u65b0\u4e00\u8f6e\u4eba\u5de5\u667a\u80fd\u70ed\u6f6e\u968f\u4e4b\u800c\u6765\u3002<\/p>\n

ChatGPT\u6240\u8868\u73b0\u51fa\u7684\u60ca\u4eba\u7684\u201c\u7406\u89e3\u529b\u201d\uff0c\u662f\u5426\u662f\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u673a\u5668\u610f\u8bc6\u89c9\u9192\uff1f\u901a\u7528\u4eba\u5de5\u667a\u80fd\u4e4b\u8def\u4e0a\uff0c\u76ee\u524d\u8fd8\u6709\u54ea\u4e9b\u969c\u788d\uff1f\u4eba\u5de5\u667a\u80fd\u5a01\u80c1\u8bba\u662f\u5426\u8a00\u8fc7\u5176\u5b9e\uff1f\u672a\u6765\u7684\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u5c06\u4f55\u53bb\u4f55\u4ece\uff1f\u5e26\u7740\u8fd9\u4e9b\u95ee\u9898\uff0c\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\u8fd1\u65e5\u72ec\u5bb6\u5bf9\u8bdd\u4e86\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u6559\u6388\u3001\u524d\u82f9\u679cAI\u603b\u76d1Ruslan Salakhutdinov\u3002<\/p>\n

Salakhutdinov\u5e08\u4ece\u56fe\u7075\u5956\u5f97\u4e3b\u3001\u201c\u6df1\u5ea6\u5b66\u4e60\u4e4b\u7236\u201d \u6770\u5f17\u91cc\u00b7\u8f9b\u987f\uff08Geoffrey Hinton\uff09\uff0c\u662f\u526a\u679d\u3001\u6df1\u5ea6\u7f16\u7801\u7b49\u8457\u540d\u5b66\u4e60\u65b9\u6cd5\u7684\u63d0\u51fa\u8005\u30022016\u5e74\uff0cSalakhutdinov\u5165\u804c\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\uff0c\u540c\u5e74\u83b7\u5f97\u82f1\u4f1f\u8fbe\u4eba\u5de5\u667a\u80fd\u5148\u9a71\u5956\uff0c\u5e76\u52a0\u5165\u82f9\u679c\u516c\u53f8\u62c5\u4efb\u9996\u4efbAI\u7814\u7a76\u603b\u76d1\u3002<\/p>\n

\u4f5c\u4e3a\u4e00\u540d\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u8d44\u6df1\u5b66\u8005\uff0cSalakhutdinov\u5728\u5bf9\u8bdd\u4e2d\u8868\u8fbe\u4e86\u4e50\u89c2\u7684\u6001\u5ea6\u3002\u4ed6\u8868\u793a\uff0c\u5bf9\u8fd9\u4e00\u8f6eAI\u6240\u5c55\u73b0\u51fa\u7684\u80fd\u529b\u611f\u5230\u5174\u594b\uff0c\u4e14\u5e76\u4e0d\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u76ee\u524d\u7684\u53d1\u5c55\u4f1a\u5bf9\u4eba\u7c7b\u751f\u5b58\u5e26\u6765\u5a01\u80c1\uff1b\u4ed6\u540c\u65f6\u8868\u793a\uff0c\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u867d\u7136\u4e0d\u4e00\u5b9a\u662f\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u552f\u4e00\u8def\u5f84\uff0c\u4f46\u5374\u662f\u91cd\u8981\u7684\u57fa\u7840\uff0c\u8fd9\u65b9\u9762\u7684\u8fdb\u5c55\u4e3a\u5b66\u672f\u754c\u63a2\u7d22\u901a\u7528\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u542f\u53d1\u548c\u4fe1\u5fc3\u3002\u4f5c\u4e3a\u8f9b\u987f\u66fe\u7ecf\u7684\u5b66\u751f\uff0c\u4ed6\u4e5f\u5bf9\u8f9b\u987f\u7684\u62c5\u5fe7\u8868\u793a\u4e86\u7406\u89e3\uff0c\u4f46\u4f9d\u7136\u575a\u6301\u4e86\u81ea\u5df1\u5bf9AI\u66f4\u4e3a\u4e50\u89c2\u7684\u5224\u65ad\u3002<\/p>\n

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\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>Salakhutdinov\u6559\u6388\uff0c\u611f\u8c22\u4f60\u4eca\u5929\u63a5\u53d7\u6211\u4eec\u7684\u91c7\u8bbf\u3002\u73b0\u5728\u6211\u4eec\u6b63\u5904\u4e8e\u4e00\u4e2a\u975e\u5e38\u590d\u6742\u7684\u4e16\u754c\uff0c\u5f88\u591a\u4e8b\u60c5\u6b63\u5728\u4ee5\u6bcf\u5929\u3001\u6bcf\u5c0f\u65f6\u7684\u901f\u5ea6\u5728\u5feb\u901f\u53d1\u751f\u53d8\u5316\uff0c\u6240\u4ee5\u6211\u4eec\u611f\u5230\u975e\u5e38\u5e78\u8fd0\u80fd\u6709\u673a\u4f1a\u5728\u8fd9\u91cc\u771f\u6b63\u8ba8\u8bba\u4e00\u4e9b\u6211\u4eec\u5173\u5fc3\u7684\u3001\u975e\u5e38\u91cd\u8981\u7684\u95ee\u9898\u3002\u9996\u5148\u8ba9\u6211\u4eec\u8c08\u4e00\u8c08\u6700\u8fd1\u4e00\u6bb5\u65f6\u95f4\u4ee5\u6765\u6700\u70ed\u7684\u8bdd\u9898\uff0cChatGPT\u3002\u53bb\u5e74\u5e95ChatGPT\u5728\u521d\u6b21\u53d1\u5e03\u540e\uff0c\u4f60\u7684\u7b2c\u4e00\u53cd\u5e94\u662f\u4ec0\u4e48\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u4e4b\u524d\u5176\u5b9e\u6709GPT-2\u3001GPT-3\uff0c\u6211\u4eec\u6709\u671f\u5f85\u8fd9\u4e9b\u6a21\u578b\u4f1a\u8d8a\u6765\u8d8a\u5f3a\u5927\uff0c\u4f46\u662f\u5f53\u53bb\u5e74 11 \u6708\u4efdChatGPT\u4e0a\u7ebf\u65f6\uff0c\u5f88\u591a\u4eba\u90fd\u975e\u5e38\u60ca\u8bb6\u5730\u770b\u5230\u5b83\u7684\u8fd0\u4f5c\u6548\u679c\u975e\u5e38\u60ca\u4eba\u3002<\/p>\n

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\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u8bf4\u5230\u7f16\u7a0b\uff0c\u8fd9\u771f\u7684\u5f88\u68d2\uff0c\u6211\u4e4b\u524d\u6ca1\u6709\u4efb\u4f55\u7f16\u7a0b\u7ecf\u9a8c\uff0c\u4f46\u6211\u7528ChatGPT\u5e76\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5411\u5b83\u63cf\u8ff0\u4e00\u4e9b\u60f3\u8981\u5b9e\u73b0\u7684\u76ee\u6807\uff0c\u8ba9\u5b83\u5e2e\u52a9\u751f\u6210\u76f8\u5e94\u7684\u4ee3\u7801\uff0c\u5b83\u5c31\u771f\u7684\u5e2e\u6211\u63d0\u4f9b\u4e86\u53ef\u4ee5\u6267\u884c\u7684\u7a0b\u5e8f\u4ee3\u7801\u3002<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u662f\u7684\uff0c\u8fd9\u662f\u6211\u770b\u5230\u5f88\u591a\u4eba\u5b9e\u9645\u4f7f\u7528\u8fd9\u4e9b\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6765\u5e2e\u52a9\u7f16\u7a0b\u7684\u9886\u57df\u4e4b\u4e00\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u5927\u6a21\u578b\u80cc\u540e\uff0c\u5fae\u8f6f\u548cOpenAI\u57fa\u672c\u4e0a\u83b7\u5f97\u4e86\u6574\u4e2a GitHub \u5b58\u50a8\u5e93\u4e0a\u7684\u7a0b\u5e8f\u4ee3\u7801\uff0c\u6240\u4ee5\u7528\u6237\u5728\u8be2\u95ee\u4ee3\u7801\u76f8\u5173\u7684\u95ee\u9898\u65f6\uff0c\u8bed\u8a00\u6a21\u578b\u4f1a\u8868\u73b0\u5f97\u975e\u5e38\u597d\u3002\u672a\u6765\u6211\u8ba4\u4e3a\u51e0\u4e4e\u6bcf\u4e2a\u7f16\u7a0b\u5de5\u5177\u90fd\u4f1a\u6709\u4e00\u4e2a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u80fd\u5e2e\u52a9\u4f60\uff0c\u8fd9\u662f\u4e00\u4e2a\u4f1a\u770b\u5230\u5f88\u591a\u5e94\u7528\u7a0b\u5e8f\u7684\u9886\u57df\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u867d\u7136\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u611f\u53d7\u5230ChatGPT\u6240\u5c55\u73b0\u51fa\u7684\u60ca\u4eba\u7684\u80fd\u529b\uff0c\u4f46\u5bf9\u4e8e\u8bb8\u591a\u4eba\u6765\u8bf4\uff0c\u4ed6\u4eec\u4f9d\u7136\u5e76\u4e0d\u5b8c\u5168\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u884c\u4e1a\u5185\u6b63\u5728\u53d1\u751f\u7684\u4e8b\u60c5\uff0c\u6240\u4ee5ChatGPT\u6216\u8005\u5176\u4ed6\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5bf9\u4e8e\u666e\u901a\u4eba\u6765\u8bf4\uff0c\u7a76\u7adf\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u9996\u5148\u8fd9\u4e9b\u6a21\u578b\u662f\u57fa\u4e8e\u4eba\u4eec\u5728\u8fc7\u53bb20\u5e74\u91cc\u4e00\u76f4\u5728\u7814\u7a76\u5b83\u4eec\u7684\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u4e3aChatGPT\u6216 Bard \u63d0\u4f9b\u5e95\u5c42\u7684\u6a21\u578b\u6765\u81ea\u8c37\u6b4c\uff0c\u5b83\u662f Transformer \u67b6\u6784\u3002<\/p>\n

\u4f46\u8fd9\u5bf9\u666e\u901a\u4eba\u610f\u5473\u7740\u4ec0\u4e48\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u5c06\u5f00\u59cb\u770b\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u4f60\u8ba4\u8bc6\u7684\u4eba\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u4e0e\u6570\u636e\u4ea4\u4e92\u3002<\/p>\n

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\u6b64\u5916\uff0c\u6211\u4eec\u4eca\u5929\u4e0e\u8ba1\u7b97\u673a\u4ea4\u4e92\u7684\u65b9\u5f0f\u662f\uff0c\u6211\u4eec\u901a\u5e38\u4f7f\u7528\u8c37\u6b4c\u6216\u767e\u5ea6\u6765\u641c\u7d22\u4fe1\u606f\uff0c\u6211\u8ba4\u4e3a\u8fd9\u4e5f\u4f1a\u53d1\u751f\u53d8\u5316\uff0c<\/strong>\u56e0\u4e3a\u5c06\u6765\u4ea4\u4e92\u5c06\u901a\u8fc7\u8fd9\u4e9b\u804a\u5929\u673a\u5668\u4eba\u6216\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\uff0c\u6211\u53ef\u4ee5\u5411\u5b83\u63d0\u51fa\u95ee\u9898\uff0c\u5b83\u4f1a\u4e3a\u6211\u627e\u5230\u6b63\u786e\u7684\u4fe1\u606f\uff0c\u5e76\u7ed9\u6211\u60f3\u8981\u7684\u4fe1\u606f\uff0c\u8fd9\u6837\u6211\u5c31\u4e0d\u5fc5\u53bb\u7f51\u7ad9\u4e0a\u70b9\u51fb\u5e76\u5bfb\u627e\u6b63\u786e\u7684\u4fe1\u606f\u4e86\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u6240\u4ee5\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u8c37\u6b4c\u73b0\u5728\u611f\u5230\u975e\u5e38\u7126\u8651\u7684\u539f\u56e0\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u662f\u7684\uff0c\u4f46\u8fd9\u4e9b\u5927\u578b\u8bed\u8a00\u6a21\u578b\u50cfChatGPT\u76ee\u524d\u5e76\u4e0d\u5b8c\u7f8e\uff0c\u56e0\u4e3a\u5b83\u4eec\u4f1a\u4ea7\u751f\u201c\u5e7b\u89c9\u201d\uff0c\u6211\u4eec\u5c06\u6765\u53ef\u4ee5\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u5417\uff1f\u6709\u4e9b\u4eba\u8ba4\u4e3a\u6211\u4eec\u65e0\u6cd5\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4e5f\u8bb8\u6211\u4eec\u9700\u8981\u66f4\u957f\u7684\u65f6\u95f4\uff0c\u4f46\u65e0\u8bba\u5982\u4f55\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u4e0e\u8ba1\u7b97\u673a\u7684\u6574\u4e2a\u4ea4\u4e92\u65b9\u5f0f\u5c06\u4f1a\u6539\u53d8\u3002<\/p>\n

\u201c\u6211\u4e0d\u8ba4\u4e3a\u6211\u4eec\u5904\u4e8e\u9700\u8981\u62c5\u5fc3AI\u98ce\u9669\u7684\u9636\u6bb5\u201d<\/strong><\/h2>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u73b0\u5728\uff0c\u6211\u4eec\u4e5f\u770b\u5230\u6709\u5f88\u591a\u56f4\u7ed5AI\u53d1\u5c55\u7684\u8fa9\u8bba\uff0c\u4e5f\u6709\u5f88\u591a\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u62c5\u5fe7\uff0c\u6211\u4eec\u975e\u5e38\u60f3\u77e5\u9053\u4f60\u73b0\u5728\u6240\u5904\u7684\u7acb\u573a\u3002\u4ece\u4eba\u7c7b\u672a\u6765\u7684\u53d1\u5c55\u89d2\u5ea6\u6765\u770b\uff0c\u4f60\u662f\u66f4\u4e50\u89c2\uff0c\u8fd8\u662f\u66f4\u60b2\u89c2\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u95ee\u9898\u3002\u6211\u8ba4\u4e3a\u73b0\u5728\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9886\u57df\u4e2d\uff0c\u57fa\u672c\u4e0a\u88ab\u5206\u6210\u4e24\u4e2a\u9635\u8425\uff0c\u4e00\u4e2a\u9635\u8425\u8ba4\u4e3a\uff0c\u4eba\u5de5\u667a\u80fd\u4f1a\u7ed9\u6211\u4eec\u5e26\u6765\u5f88\u591a\u4f24\u5bb3\uff0c\u751a\u81f3\u6700\u7ec8\u4f1a\u5a01\u80c1\u4eba\u7c7b\u7684\u751f\u5b58\uff0c\u5728\u672a\u6765\u6210\u4e3a\u4eba\u7c7b\u7684\u7ec8\u7ed3\u8005\u3002<\/p>\n

\u53e6\u4e00\u4e2a\u9635\u8425\u8ba4\u4e3a\uff0c\u4eba\u5de5\u667a\u80fd\u5e26\u6765\u8fd9\u4e48\u591a\u673a\u4f1a\u548c\u65b0\u4e1c\u897f\uff0c\u4f8b\u5982\uff0c\u533b\u7597\u7cfb\u7edf\u5c06\u4f1a\u53d1\u751f\u8f6c\u53d8\uff0c\u4eba\u5de5\u667a\u80fd\u5c06\u5e2e\u52a9\u4f60\u8bbe\u8ba1\u65b0\u836f\u7269\uff0c\u5b83\u8fd8\u5c06\u5e2e\u52a9\u4f60\u83b7\u53d6\u65b0\u4fe1\u606f\uff0c\u4e00\u5207\u4e0e\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u7684\u4f7f\u7528\u6f5c\u529b\u5982\u6b64\u4e4b\u5927\uff0c\u8fd9\u5c06\u662f\u4e00\u4e2a\u5149\u660e\u7684\u672a\u6765\u3002<\/p>\n

\u6211\u5c5e\u4e8e\u4e50\u89c2\u9635\u8425\uff0c\u6211\u4e0d\u8ba4\u4e3a\u76ee\u524d\u6211\u4eec\u9762\u4e34\u4eba\u5de5\u667a\u80fd\u6240\u5e26\u6765\u7684\u5de8\u5927\u98ce\u9669\uff0c\u5373\u4f7f\u6211\u7684\u524d\u5bfc\u5e08\u6770\u5f17\u91cc\u00b7\u8f9b\u987f\uff08Jeffery Hinton\uff09\u771f\u7684\u76f8\u4fe1\u4eba\u5de5\u667a\u80fd\u7684\u5a01\u80c1\u3002\u4ed6\u662f\u975e\u5e38\u975e\u5e38\u806a\u660e\u7684\u4eba\uff0c\u6211\u4e0d\u8ba4\u4e3a\u6211\u9047\u5230\u8fc7\u4efb\u4f55\u6bd4\u4ed6\u66f4\u806a\u660e\u7684\u4eba\uff0c\u4f46\u6211\u5e76\u4e0d\u8ba4\u4e3a\u6211\u4eec\u6b63\u5904\u4e8e\u9700\u8981\u62c5\u5fc3\u7684\u9636\u6bb5\u3002<\/p>\n

\u6211\u8ba4\u4e3a\u76ee\u524d\u6700\u5927\u7684\u62c5\u5fe7\u4e4b\u4e00\u662f\u9519\u8bef\u4fe1\u606f\u7684\u4f20\u64ad\uff0c\u4f8b\u5982\u4eca\u5929\u6211\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u56fe\u50cf\uff0c\u4f7f\u7528\u63d0\u793a\uff0c\u6211\u5c31\u53ef\u4ee5\u8f7b\u6613\u4f2a\u9020\u67d0\u4eba\u7684\u58f0\u97f3\uff0c\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u6211\u4eec\u80fd\u591f\u5927\u89c4\u6a21\u751f\u6210\u8fd9\u6837\u7684\u89c6\u9891\uff0c\u6210\u672c\u6781\u4f4e\uff0c\u8fd9\u5bf9\u5927\u591a\u6570\u4eba\u6765\u8bf4\uff0c\u5206\u8fa8\u4fe1\u606f\u7684\u771f\u4f2a\u5c06\u662f\u975e\u5e38\u56f0\u96be\u7684\uff0c\u5c31\u50cf Photoshop \u4e00\u6837\u3002<\/p>\n

\u4ee5\u524d\u8fd9\u9700\u8981\u82b1\u5f88\u957f\u65f6\u95f4\u624d\u80fd\u5b8c\u6210\uff0c\u4f46\u73b0\u5728\u6709\u4e86\u8fd9\u9879\u6280\u672f\uff0c\u4e5f\u8bb8\u6709\u4eba\u53ef\u4ee5\u7528\u6211\u7684\u58f0\u97f3\u5236\u4f5c\u6211\u7684\u89c6\u9891\uff0c\u4f60\u53ef\u80fd\u4ee5\u4e3a\u4f60\u5728\u548c\u6211\u8bf4\u8bdd\uff0c\u4f46\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u5728\u5bf9\u4f60\u8bf4\u8bdd\uff0c\u6240\u4ee5\u5f88\u591a\u4eba\u90fd\u6709\u70b9\u62c5\u5fc3\u8fd9\u4e2a\u9886\u57df\u3002\u73b0\u5728\u95ee\u9898\u662f\u662f\u5426\u5e94\u8be5\u6709\u6cd5\u89c4\uff0c\u6211\u4eec\u53ef\u4ee5\u505a\u4ec0\u4e48\u6765\u9632\u6b62\u8fd9\u79cd\u60c5\u51b5\u53d1\u751f\u3002\u5f53\u7136\u8fd8\u6709\u4eba\u5bf9\u4fe1\u606f\u504f\u5dee\u63d0\u51fa\u4e86\u4e00\u4e9b\u62c5\u5fe7\uff0c\u5f88\u591a\u6a21\u578b\u90fd\u662f\u5728\u5927\u91cf\u6570\u636e\u4e0a\u8fdb\u884c\u8bad\u7ec3\u7684\uff0c\u5982\u679c\u6570\u636e\u672c\u8eab\u662f\u975e\u5e38\u7cdf\u7cd5\u7684\u6570\u636e\uff0c\u6a21\u578b\u5c06\u5b66\u4e60\u8fd9\u4e9b\u574f\u6570\u636e\uff0c\u4f46\u8fd9\u4e9b\u6a21\u578b\u4e00\u65e0\u6240\u77e5\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u662f\u7684\uff0c\u6211\u4eec\u6ce8\u610f\u5230\u4f60\u51e0\u5929\u524d\u5728\u4e2a\u4eba\u63a8\u7279\u4e0a\u8f6c\u53d1\u4e86\u4e00\u5e45\u300a\u7ebd\u7ea6\u5ba2\u300b\u7684\u6f2b\u753b\uff0c\u8fd9\u662f\u4e00\u5e45\u975e\u5e38\u6709\u8da3\u7684\u56fe\u7247\uff0c\u63cf\u7ed8\u7684\u662f\u673a\u5668\u4eba\u5974\u5f79\u4eba\u7c7b\uff0c\u4f60\u8bc4\u8bba\u201c\u8fd9\u5f20\u56fe\u57fa\u672c\u4e0a\u63cf\u7ed8\u4e86\u6211\u4eec\u6240\u5904\u7684\u60c5\u51b5\u201d\uff0c\u6240\u4ee5\u4f60\u8ba4\u4e3a\u8fd9\u5c31\u662f\u6211\u4eec\u6240\u9762\u4e34\u7684\u672a\u6765\u5417\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u7b11\u8bdd\uff0c\u4f46\u5982\u679c\u4f60\u770b\u770b ChatGPT\uff0c\u8fd9\u4e9b\u6a21\u578b\u672c\u8d28\u4e0a\u662f\u901a\u8fc7\u8bad\u7ec3\u6765\u9884\u6d4b\u6216\u81ea\u52a8\u5b8c\u6210\u53e5\u5b50\uff0c\u4ece\u4eba\u7c7b\u53cd\u9988\u4e2d\u6765\u5bf9\u8fd9\u4e9b\u6a21\u578b\u8fdb\u884c\u4e00\u4e9b\u5fae\u8c03\uff0c\u4f46\u5f52\u6839\u7ed3\u5e95\uff0c\u8fd9\u4e9b\u6a21\u578b\u5c31\u662f\u6240\u8c13\u7684\u81ea\u56de\u5f52\u6a21\u578b\uff0c\u5b83\u4eec\u4e00\u6b21\u9884\u6d4b\u4e00\u4e2a\u5355\u8bcd\u3002\u867d\u7136\u8fd9\u4e9b\u6a21\u578b\u5728\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u65b9\u9762\u8868\u73b0\u5f97\u5f88\u597d\uff0c\u4f46\u8fd9\u4e9b\u6a21\u578b\u4ece\u672a\u770b\u8fc7\u89c6\u9891\uff0c\u6211\u7684\u610f\u601d\u662f\uff0c\u73b0\u5728\u6211\u4eec\u6b63\u5728\u7814\u7a76\u56fe\u50cf\u548c\u8bed\u8a00\uff0c\u4f46\u662f\u5b83\u4eec\u4ecd\u7136\u7f3a\u4e4f\u4e00\u4e9b\u6240\u8c13\u7684\u4e16\u754c\u6a21\u578b\uff0c\u5373\u4e16\u754c\u662f\u5982\u4f55\u8fd0\u4f5c\u7684\uff0c\u7269\u7406\u662f\u5982\u4f55\u8fd0\u4f5c\u7684\uff0c\u4f60\u5982\u4f55\u77e5\u9053\u6211\u4eec\u662f\u4eba\u7c7b\u3002<\/strong>\u6211\u4eec\u4e86\u89e3\u4e16\u754c\uff0c\u800c\u8fd9\u4e9b\u6a21\u578b\u662f\u7f3a\u4e4f\u7684\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ea\u80fd\u6b63\u786e\u5730\u770b\u5f85\u6587\u672c\uff0c\u6240\u4ee5\u8fd9\u5c31\u662f\u8fd9\u4e9b\u6a21\u578b\u53ef\u80fd\u4f1a\u8fbe\u5230\u7684\u4e00\u4e2a\u80fd\u529b\u4e0a\u9650\uff0c\u5f53\u7136\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u5b83\u4eec\u6ca1\u6709\u7528\uff0c\u5b83\u4eec\u5728\u5f88\u591a\u4e0d\u540c\u7684\u9886\u57df\u90fd\u4f1a\u975e\u5e38\u6709\u7528\uff0c\u4f46\u81f3\u5c11\u6211\u8ba4\u4e3a\u8981\u6bd4\u4eba\u7c7b\u66f4\u806a\u660e\u8fd9\u8fd8\u5f88\u9065\u8fdc\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u4f5c\u4e3a\u8f9b\u987f\u6559\u6388\u4ee5\u524d\u7684\u5b66\u751f\uff0c\u4f60\u80fd\u7406\u89e3\u4e3a\u4ec0\u4e48\u4ed6\u5982\u6b64\u62c5\u5fc3\u5417\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u662f\u7684\uff0c\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u6211\u80fd\u7406\u89e3\u4ed6\u7684\u62c5\u5fe7\u3002\u56e0\u4e3a\u4ece\u4eba\u7684\u89d2\u5ea6\u6765\u8bf4\uff0c\u6211\u4eec\u8981\u4e0d\u65ad\u5b66\u4e60\uff0c\u5927\u7ea6\u9700\u8981\u4e8c\u5341\u5e74\uff0c\u7136\u540e\u4f60\u624d\u5f00\u59cb\u5728\u81ea\u5df1\u7684\u9886\u57df\u53d8\u5f97\u975e\u5e38\u806a\u660e\uff1b\u4f46\u5bf9\u4e8e\u6570\u5b57\u667a\u80fd\uff0c\u56e0\u4e3a\u8fd9\u79cd\u5927\u89c4\u6a21\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\uff0c\u5b83\u53ef\u4ee5\u5728\u51e0\u5929\u4e4b\u5185\u9605\u8bfb\u5b8c\u6574\u4e2a\u4e92\u8054\u7f51\u7684\u6240\u6709\u5185\u5bb9\u3002<\/p>\n

\u73b0\u5728\u6211\u4eec\u6709\u6570\u4ee5\u4e07\u8ba1\u7684 GPU \u5728\u4e0d\u505c\u5730\u83b7\u53d6\u6570\u636e\uff0c\u6240\u4ee5\u4ed6\u8bf4\uff0c\u5982\u679c\u8fd9\u79cd\u60c5\u51b5\u6301\u7eed\u4e0b\u53bb\uff0c\u6211\u4eec\u62e5\u6709\u8d85\u7ea7\u667a\u529b\u7684\u53ef\u80fd\u6027\u76f8\u5f53\u9ad8\uff0c\u5982\u679c\u4f60\u6709\u8d85\u7ea7\u667a\u529b\uff0c\u90a3\u4e48\u5c31\u4f1a\u6709\u4e0e\u4e4b\u76f8\u5173\u7684\u98ce\u9669\u5b58\u5728\uff0c\u8fd9\u5c31\u662f\u4ed6\u63d0\u51fa\u7684\u4e00\u4e2a\u62c5\u5fe7\uff0c\u8fd9\u662f\u4e00\u4e2a\u5408\u7406\u7684\u8bba\u70b9\u3002<\/strong>\u6211\u5e76\u4e0d\u53cd\u9a73\u5b83\uff0c\u4f46\u6211\u53ea\u662f\u4e0d\u8ba4\u4e3a\u8fd9\u4e9b\u6a21\u578b\u5728\u6587\u672c\u4e0a\u627e\u5230\u89c4\u5f8b\uff0c\u5e76\u4e14\u7531\u6b64\u5f62\u6210\u51b3\u7b56\u6765\u5bf9\u6297\u4eba\u7c7b\uff0c\u5e76\u4e14\u5c31\u50cf\u4e4b\u524d\u8bf4\u7684\uff0c\u5b83\u4eec\u7f3a\u4e4f\u5bf9\u7269\u7406\u4e16\u754c\u7684\u611f\u77e5\u3002<\/p>\n

\u771f\u6b63\u7684\u667a\u80fd\uff0c\u9700\u8981\u4e0e\u4e16\u754c\u4e92\u52a8<\/strong><\/h2>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u4f60\u521a\u521a\u63d0\u51fa\u4e86\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u95ee\u9898\uff0c\u6211\u4eec\u73b0\u5728\u8fd8\u6ca1\u6709\u5b8c\u5168\u5b9e\u73b0\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff0c\u4f8b\u5982 ChatGPT\uff0c\u5b83\u65e0\u6cd5\u771f\u6b63\u611f\u77e5\u6211\u4eec\u5468\u56f4\u7684\u4e16\u754c\uff0c\u53ea\u80fd\u8bc6\u522b\u57fa\u4e8e\u6587\u672c\u7684\u5185\u5bb9\uff0c\u6240\u4ee5\u4f60\u8ba4\u4e3a\u9700\u8981\u591a\u957f\u65f6\u95f4\u4eba\u5de5\u667a\u80fd\u771f\u7684\u53ef\u4ee5\u5bf9\u6211\u4eec\u6240\u5904\u7684\u771f\u5b9e\u7269\u7406\u4e16\u754c\u5f62\u6210\u611f\u77e5\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u95ee\u9898\uff0c\u6211\u60f3\u6211\u4e0d\u77e5\u9053\u8fd9\u4ec0\u4e48\u65f6\u5019\u4f1a\u53d1\u751f\uff0c\u6211\u8ba4\u4e3a\u73b0\u5728\u5728\u5de5\u4e1a\u7814\u7a76\u6216\u6240\u8c13\u7684\u591a\u6a21\u6001\u6a21\u578b\u65b9\u9762\u6709\u5f88\u591a\u5de5\u4f5c\uff0c\u6a21\u578b\u4e0d\u4ec5\u770b\u6587\u672c\uff0c\u8fd8\u770b\u89c6\u9891\u7684\u56fe\u50cf\uff0c\u770b\u4f60\u7684\u56fe\u50cf\uff0c\u77e5\u9053\u8bed\u97f3\uff0c \u6211\u4eec\u5468\u56f4\u7684\u4e00\u5207\uff0c \u95ee\u9898\u662f\u8fd9\u4e9b\u6a21\u578b\uff08\u6240\u8c13\u7684\u57fa\u7840\u6a21\u578b\uff09\u80fd\u5426\u4ece\u73af\u5883\u4e2d\u5b66\u4e60\u5e76\u53d8\u5f97\u806a\u660e\u3002<\/strong><\/p>\n

\u76ee\u524d\u5927\u8bed\u8a00\u6a21\u578b\u7f3a\u4e4f\u7684\u662f\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e3b\u52a8\u5b66\u4e60\u8005\uff0c\u53ef\u4ee5\u4e3b\u52a8\u63a2\u7d22\u7269\u7406\u4e16\u754c\uff0c<\/strong>\u5c31\u50cf\u6211\u4eec\u73b0\u5728\u57fa\u672c\u4e0a\u6ca1\u6709\u53ef\u4ee5\u4e3a\u6211\u4eec\u505a\u996d\u7684\u673a\u5668\u4eba\uff0c\u751a\u81f3\u8fd8\u6ca1\u6709\u53ef\u4ee5\u81ea\u52a8\u9a7e\u9a76\u7684\u673a\u5668\u4eba\uff0c\u4ec0\u4e48\u65f6\u5019\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\uff1f<\/p>\n

\u76ee\u524d\u8fd8\u5f88\u8fdc\u3002\u8981\u80fd\u591f\u5efa\u7acb\u771f\u6b63\u7684\u667a\u80fd\uff0c\u4f60\u9700\u8981\u4e0e\u4e16\u754c\u4e92\u52a8\uff0c\u4e0d\u4ec5\u4ec5\u662f\u88ab\u52a8\u5730\u89c2\u5bdf\u6587\u672c\u89c6\u9891\uff0c\u662f\u5b9e\u9645\u4e0a\u80fd\u591f\u4e92\u52a8\u3002\u73b0\u5728\u6709\u5f88\u591a\u8fd9\u65b9\u9762\u7684\u7814\u7a76\u6b63\u5728\u8fdb\u884c\uff0c\u5305\u62ec\u6211\u81ea\u5df1\u7684\u7814\u7a76\u5c0f\u7ec4\u3002\u6211\u4eec\u5efa\u9020\u4e86\u53ef\u4ee5\u5728\u4f60\u7684\u623f\u5b50\u5468\u56f4\u79fb\u52a8\u7684\u673a\u5668\u4eba\uff0c\u5b83\u53ef\u4ee5\u7406\u89e3\u4f60\u623f\u5b50\u91cc\u7684\u4e1c\u897f\uff0c\u6216\u8005\u4e0e\u73af\u5883\u4e92\u52a8\uff0c\u4f46\u4ece\u6280\u672f\u4e0a\u6765\u8bf4\uff0c\u6211\u4eec\u8ddd\u79bb\u76ee\u6807\u8fd8\u5f88\u8fdc\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3a\u7269\u7406\u4eba\u5de5\u667a\u80fd\uff0c\u800c\u4e0d\u662f\u50cf ChatGPT\u8fd9\u6837\u7684\u5927\u8bed\u8a00\u6a21\u578b\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u5728\u770b\u5230\u5927\u8bed\u8a00\u6a21\u578b\u6240\u8868\u73b0\u51fa\u7684\u60ca\u4eba\u7684\u80fd\u529b\u540e\uff0c\u73b0\u5728\u5f88\u591a\u4eba\u90fd\u8ba4\u4e3a\uff0c\u76ee\u524d\u5927\u8bed\u8a00\u6a21\u578b\u662f\u6700\u7ec8\u8fbe\u5230\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09 \u7684\u6b63\u786e\u9014\u5f84\uff0c\u4f60\u540c\u610f\u8fd9\u79cd\u89c2\u70b9\u5417\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u901a\u7528\u4eba\u5de5\u667a\u80fd\u57fa\u672c\u4e0a\u610f\u5473\u7740\uff0c\u5b83\u662f\u4e00\u4e2a\u7cfb\u7edf\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u89e3\u51b3\u7279\u5b9a\u7684\u4efb\u52a1\uff0c\u8fd8\u53ef\u4ee5\u89e3\u51b3\u8bb8\u591a\u4e0d\u540c\u7684\u4efb\u52a1\uff0c\u6211\u8ba4\u4e3a\u8bed\u8a00\u6a21\u578b\u80af\u5b9a\u662f\u5173\u952e\uff0c\u5b83\u4eec\u5c06\u5728\u6784\u5efa\u901a\u7528\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u53d1\u6325\u5173\u952e\u4f5c\u7528\uff0c\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u6211\u4eec\u8fbe\u5230\u76ee\u6807\u7684\u8ddd\u79bb\u4f9d\u7136\u5f88\u8fdc\u3002\u5982\u679c\u6211\u4eec\u5f00\u59cb\u6574\u5408\u56fe\u50cf\u89c6\u89c9\u5176\u4ed6\u6240\u6709\u8fd9\u4e9b\uff0c\u4e5f\u8bb8\u6211\u4eec\u771f\u7684\u53ef\u4ee5\u5f00\u59cb\u6784\u5efa\u8d8a\u6765\u8d8a\u667a\u80fd\u7684\u4e1c\u897f\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u662f\u4e0d\u662f\u4f8b\u5982\u6ce2\u58eb\u987f\u52a8\u529b\u7b49\u4e00\u4e9b\u673a\u5668\u4eba\u516c\u53f8\uff0c\u5df2\u7ecf\u5b9e\u73b0\u4e86\u90e8\u5206\u529f\u80fd\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u76ee\u524d\u6211\u4eec\u6240\u770b\u5230\u7684\u6ce2\u58eb\u987f\u52a8\u529b\u7684\u673a\u5668\u4eba\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u8fd8\u662f\u57fa\u4e8e\u63a7\u5236\u7406\u8bba\uff0c\u5e76\u6ca1\u6709\u7ed3\u5408\u5927\u8bed\u8a00\u6a21\u578b\u3002\u73b0\u5728\u5728\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u7684\u4e00\u9879\u7814\u7a76\u5de5\u4f5c\uff0c\u6b63\u5728\u5c1d\u8bd5\u5c06 ChatGPT \u7b49\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u673a\u5668\u4eba\u6280\u672f\u7ed3\u5408\u8d77\u6765\uff0cChatGPT\u53ef\u80fd\u4f1a\u7ed9\u4f60\u4e00\u4e2a\u66f4\u9ad8\u7ea7\u7684\u8ba1\u5212\u4efb\u52a1\uff0c\u544a\u8bc9\u4f60\u9700\u8981\u505a\u4ec0\u4e48\u6307\u4ee4\u548c\u673a\u5668\u4eba\u7cfb\u7edf\u6267\u884c\u8be5\u8ba1\u5212\uff0c\u6765\u89e3\u51b3\u6b64\u4efb\u52a1\u3002\u6240\u4ee5\u6211\u8ba4\u4e3a\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001\u4e0d\u540c\u6a21\u6001\u3001\u56fe\u50cf\u3001\u89c6\u9891\u3001\u673a\u5668\u4eba\u6280\u672f\u7684\u7ed3\u5408\u662f\u8be5\u9886\u57df\u5c06\u8981\u53d1\u5c55\u7684\u5730\u65b9\uff0c<\/strong>\u867d\u7136\u5b83\u76ee\u524d\u4ecd\u7136\u662f\u975e\u5e38\u56f0\u96be\u7684\u3002<\/p>\n

\u5bf9\u4e8e\u6ce2\u58eb\u987f\u52a8\u529b\u516c\u53f8\u6765\u8bf4\uff0c\u4ed6\u4eec\u82b1\u4e86 20 \u5e74\u7684\u65f6\u95f4\u6765\u5efa\u9020\u8fd9\u4e9b\u673a\u5668\u4eba\uff0c\u4f46\u5982\u679c\u4f60\u8ba9\u673a\u5668\u4eba\u63e1\u8d77\u4e00\u676f\u6c34\uff0c\u90a3\u4ecd\u7136\u662f\u56f0\u96be\u7684\uff0c\u6240\u4ee5\u8fd8\u6709\u5f88\u591a\u5de5\u4f5c\u8981\u505a\u3002<\/strong>\u6211\u77e5\u9053\u5f88\u591a\u5927\u578b\u79d1\u6280\u516c\u53f8\uff0c\u6bd4\u5982\u8c37\u6b4c\u3001\u5fae\u8f6f\u3001\u82f9\u679c\u7b49\uff0c\u4ed6\u4eec\u6709\u5174\u8da3\u6784\u5efa\u8fd9\u4e9b\u5177\u4f53\u7684\u4ee3\u7406\uff0c\u6bd4\u5982\u53ef\u4ee5\u56db\u5904\u79fb\u52a8\u7684\u673a\u5668\u4eba\uff0c\u6bd4\u5982\u4e00\u4e2a\u5e2e\u52a9\u8001\u5e74\u4eba\u7684\u7cfb\u7edf\u7b49\u3002\u6211\u4eec\u6b63\u5728\u4e0e\u5f88\u591a\u8fd9\u6837\u7684\u516c\u53f8\u5408\u4f5c\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u6211\u53d1\u73b0\u53e6\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u8bdd\u9898\u662f\uff0c\u5373\u4f7f\u67d0\u4e9b\u5927\u578b\u8bed\u8a00\u6a21\u578b\u663e\u793a\u51fa\u60ca\u4eba\u7684\u529f\u80fd\uff0c\u800c\u771f\u6b63\u6784\u5efa\u6a21\u578b\u7684\u4eba\u5374\u4e0d\u77e5\u9053\u8fd9\u4e9b\u529f\u80fd\u662f\u5982\u4f55\u51fa\u73b0\u7684\uff0c\u4f3c\u4e4e\u6709\u5f88\u591a\u672a\u77e5\u4e0e\u5df2\u77e5\u7684\u4e8b\u7269\u3002\u6240\u4ee5\u4f60\u8ba4\u4e3a\u8fd9\u79cd\u8d8b\u52bf\u4f1a\u6301\u7eed\u4e0b\u53bb\uff0c\u8fd8\u662f\u4f60\u8ba4\u4e3a\u5c06\u6765\u76f8\u6bd4\u672a\u77e5\uff0c\u6211\u4eec\u4f1a\u6709\u66f4\u591a\u7684\u5df2\u77e5\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u95ee\u9898\uff0c\u6211\u8ba4\u4e3a\u73b0\u5728\u4eba\u4eec\u5bf9\u8fd9\u4e9b\u6a21\u578b\u80fd\u591f\u5b8c\u6210\u7684\u4efb\u52a1\u7684\u6548\u679c\u611f\u5230\u60ca\u8bb6\uff0c\u6b63\u662f\u6a21\u578b\u7684\u6570\u636e\u89c4\u6a21\u4f7f\u5f97\u8fd9\u4e9b\u6a21\u578b\u5de5\u4f5c\u5f97\u8d8a\u6765\u8d8a\u597d\uff0c\u4f46\u6a21\u578b\u7684\u80fd\u529b\u53ef\u80fd\u4f1a\u89e6\u53ca\u5230\u5929\u82b1\u677f\uff0c\u56e0\u4e3a\u6570\u636e\u91cf\u6709\u9650\u3002<\/strong><\/p>\n

\u6211\u8ba4\u4e3a OpenAI \u5df2\u7ecf\u6293\u53d6\u4e86\u7f51\u7edc\u4e0a\u7684\u6240\u6709\u5185\u5bb9\uff0c\u800c\u8c37\u6b4c\u4e5f\u53ef\u80fd\u53ef\u4ee5\u8bbf\u95ee\u7f51\u7edc\u4e0a\u7684\u6240\u6709\u5185\u5bb9\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u80fd\u9700\u8981\u5f00\u59cb\u5f00\u53d1\u66f4\u597d\u7684\u7cfb\u7edf\u3002\u73b0\u5728\u8fd9\u4e9b\u6a21\u578b\u4e5f\u5f88\u96be\u8c03\u8bd5\uff0c\u4f8b\u5982\u5b83\u72af\u4e86\u9519\u8bef\uff0c\u6211\u4eec\u5e76\u4e0d\u77e5\u9053\u5b83\u4e3a\u4f55\u4f1a\u72af\u9519\u8bef\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u662f\u975e\u5e38\u590d\u6742\u7684\u7cfb\u7edf\uff0c\u5c31\u50cf\u5f53\u5b83\u4ea7\u751f\u201c\u5e7b\u89c9\u201d\u65f6\u4e00\u6837\uff0c\u5f88\u96be\u8bf4\u4e3a\u4ec0\u4e48\u4f1a\u4ea7\u751f\u201c\u5e7b\u89c9\u201d\uff0c\u6240\u4ee5\u8fd9\u4e9b\u6a21\u578b\u7f3a\u4e4f\u4e00\u4e9b\u9ed1\u5323\u5b50\u53ef\u89e3\u91ca\u6027\uff0c\u6240\u4ee5\u6211\u8ba4\u4e3a\u8fd9\u4e9b\u7cfb\u7edf\u7684\u4e0b\u4e00\u4ee3\uff0c\u4f60\u4f1a\u5c06\u67d0\u79cd\u89c4\u5219\u96c6\u6216\u67d0\u79cd\u7ea6\u675f\u7eb3\u5165\u8fd9\u4e9b\u6a21\u578b\u4e2d\uff0c\u4ee5\u4fbf\u5b83\u4eec\u603b\u662f\u4ea7\u751f\u4e8b\u5b9e\u4e0a\u6b63\u786e\u7684\u793a\u4f8b\u7b54\u6848\u3002<\/strong>\u5728\u8fd9\u4e2a\u9886\u57df\u786e\u5b9e\u6709\u4eba\u5728\u505a\u5de5\u4f5c\uff0c\u4f46\u73b0\u5728\u5927\u591a\u6570\u65f6\u5019\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u88ab\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a\u5c0f\u9ed1\u5323\u5b50\uff0c\u5f88\u96be\u5224\u65ad\u91cc\u9762\u53d1\u751f\u4e86\u4ec0\u4e48\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u5c31\u50cf\u4f60\u63d0\u5230\u7684\u90a3\u6837\uff0c\u5982\u679c\u6211\u4eec\u8017\u5c3d\u4e86\u4e92\u8054\u7f51\u4e0a\u6240\u6709\u53ef\u7528\u7684\u6570\u636e\uff0c\u63a5\u4e0b\u6765\u5982\u679c\u6211\u4eec\u771f\u7684\u60f3\u8ba9\u4eba\u5de5\u667a\u80fd\u7684\u80fd\u529b\u63d0\u5347\u5230\u4e00\u4e2a\u65b0\u7684\u6c34\u5e73\uff0c\u4e0b\u4e00\u6b65\u91cd\u8981\u7684\u662f\u4ec0\u4e48\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u6211\u76f8\u4fe1\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u4e0b\u4e00\u4e2a\u6f14\u53d8\uff0c\u5c31\u50cf\u6211\u4eec\u8ba8\u8bba\u8fc7\u7684\u90a3\u6837\uff0c\u5c06\u662f\u53ef\u4ee5\u5728\u7269\u7406\u4e16\u754c\u4e2d\u4ea4\u4e92\u7684\u4ee3\u7406\uff0c\u53ef\u4ee5\u79fb\u52a8\u7684\u673a\u5668\u4eba\uff0c\u53ef\u80fd\u662f\u6a21\u62df\u7684\u865a\u62df\u4e16\u754c\u6216\u7269\u7406\u4e16\u754c\u3002\u5728\u4eba\u5de5\u667a\u80fd\u7684\u7814\u7a76\u9886\u57df\u4e2d\uff0c\u6709\u4e00\u90e8\u5206\u79f0\u4e3a\u4e3b\u52a8\u5b66\u4e60\uff0c\u5c31\u50cf\u6211\u4eec\u4eba\u7c7b\u4e0e\u7269\u7406\u4e16\u754c\u7684\u76f8\u4e92\u4f5c\u7528\u4e00\u6837\uff0c\u4ece\u4e2d\u5b66\u4e60\uff0c\u6211\u8ba4\u4e3a\u8fd9\u79cd\u4e3b\u52a8\u5b66\u4e60\u53ef\u80fd\u4f1a\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u4e0b\u4e00\u6b21\u8fed\u4ee3\u3001\u4e0b\u4e00\u6b21\u6f14\u53d8\u3002<\/strong><\/p>\n

\u6211\u8ba4\u4e3a\u4e0b\u4e00\u4e2a\u5341\u5e74\u5c06\u662f\u4eba\u5de5\u667a\u80fd\u7684\u9ec4\u91d1\u65f6\u4ee3\uff0c\u4f60\u5c06\u5f00\u59cb\u770b\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u529f\u80fd\uff0c\u4e5f\u8bb8\u66f4\u667a\u80fd\u7684\u6a21\u578b\uff0c\u8fd9\u662f\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u7684\u3002<\/strong><\/p>\n

\u6240\u4ee5\u8fd9\u5c31\u662f\u6770\u592b\u00b7\u8f9b\u987f\u4e3a\u4ec0\u4e48\u6709\u7406\u7531\u4ea7\u751f\u62c5\u5fe7\u3002<\/p>\n

\u4f46\u6211\u76ee\u524d\u8fd8\u770b\u4e0d\u5230\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u5c06\u63a5\u7ba1\u4e16\u754c\u7684\u9636\u6bb5\uff0c\u6211\u8ba4\u4e3a\u5b83\u4eec\u76ee\u524d\u8fd8\u5904\u5728\u975e\u5e38\u6709\u7528\u7684\u9636\u6bb5\uff0c\u8fd9\u4e9b\u6a21\u578b\u7684\u4e0b\u4e00\u4e2a\u6f14\u53d8\u5c06\u662f\u4e3b\u52a8\u91c7\u53d6\u884c\u52a8\u7684\u6a21\u578b\uff0c\u4f8b\u5982\uff0c\u4f60\u53ea\u9700\u544a\u8bc9\u4ed6\uff0c\u6211\u9700\u8981\u53bb\u770b\u533b\u751f\uff0c\u7136\u540e\u4f60\u7684\u673a\u5668\u4eba\u4f1a\u6253\u7535\u8bdd\u7ed9\u533b\u751f\uff0c\u4f1a\u627e\u5230\u9884\u7ea6\u65e5\u671f\uff0c\u544a\u8bc9\u4f60\u660e\u592912 \u70b9\u8981\u53bb\u770b\u533b\u751f\uff0c\u8fd9\u5c31\u662f\u5bf9\u6211\u4eec\u5e26\u6765\u5b9e\u9645\u7684\u5e2e\u52a9\u3002<\/p>\n

\u82f9\u679c\u5728\u7814\u53d1\u81ea\u5df1\u7684\u5927\u6a21\u578b\uff0c\u4e14\u66f4\u91cd\u89c6\u6570\u636e\u9690\u79c1<\/strong><\/h2>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u4f60\u4e4b\u524d\u66fe\u5728\u82f9\u679c\u5de5\u4f5c\uff0c\u5728\u90a3\u91cc\u9886\u5bfc\u4eba\u5de5\u667a\u80fd\u7814\u7a76\uff0c\u6b64\u524d\u82f9\u679c\u521a\u521a\u5ba3\u5e03\u4e86\u4ed6\u4eec\u7684 Vision Pro\uff0c\u770b\u8d77\u6765\u82f9\u679c\u5bf9\u672a\u6765\u7684\u613f\u666f\u548c\u5176\u4ed6\u4eba\u4e0d\u4e00\u6837\uff0c\u91c7\u53d6\u4e00\u79cd\u4e0d\u4e00\u6837\u7684\u8def\u5f84\u3002\u4f60\u80fd\u7ed3\u5408\u4e4b\u524d\u5728\u82f9\u679c\u516c\u53f8\u7684\u7ecf\u5386\uff0c\u8c08\u8c08\u4f60\u7684\u7406\u89e3\u5417\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u662f\u7684\uff0c\u6211\u8ba4\u4e3a\u82f9\u679c\u662f\u8fd9\u4e2a\u9886\u57df\u7684\u9886\u5bfc\u8005\uff0c\u6211\u4e5f\u66fe\u5728\u82f9\u679c\u5de5\u4f5c\u8fc7\u3002\u4f60\u4e5f\u77e5\u9053Vision Pro\uff0c\u4ed6\u4eec\u5728ChatGPT \u4e4b\u524d\u5c31\u5df2\u7ecf\u5728\u8fd9\u65b9\u9762\u5de5\u4f5c\u4e86\u5f88\u957f\u65f6\u95f4\uff0c\u5f53\u7136\u82f9\u679c\u4e5f\u5728\u7814\u7a76\u8fd9\u4e9b\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u6211\u786e\u4fe1\u4ed6\u4eec\u4e5f\u6b63\u5728\u7814\u7a76\u4ed6\u4eec\u81ea\u5df1\u7684ChatGPT\u4e4b\u7c7b\u7684\u7cfb\u7edf\u3002\uff08\u6ce8\uff1a\u5728\u672c\u6587\u53d1\u5e03\u524d\u4e00\u5468\uff0c\u6709\u6d88\u606f\u79f0\uff0c\u82f9\u679c\u6b63\u5728\u7814\u53d1\u81ea\u5df1\u7684\u5927\u8bed\u8a00\u6a21\u578b\u3002\uff09<\/strong><\/p>\n

Siri \u548c\u4e2a\u4eba\u534f\u52a9\u662f\u82f9\u679c\u4ea7\u54c1\u7684\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u90e8\u5206\uff0c\u4f46\u6211\u8ba4\u4e3a\uff0c\u5de8\u5927\u7684\u865a\u62df\u73b0\u5b9e\u662f\u4e00\u4e2a\u6709\u8da3\u7684\u5c1d\u8bd5\uff0c\u4f46\u73b0\u5728\u7684\u95ee\u9898\u4e4b\u4e00\u4ecd\u7136\u662f\u4f60\u5fc5\u987b\u628a\u8fd9\u4e2a\u4e1c\u897f\u6234\u5728\u5934\u4e0a\uff0c\u8fd9\u4e0e Meta\u7684oculus\u662f\u4e00\u6837\u7684\uff0c\u82f9\u679c\u663e\u7136\u975e\u5e38\u76f8\u4fe1\u53ef\u7a7f\u6234\u8bbe\u5907\uff0c\u4f60\u7684\u624b\u8868\u3001\u624b\u673a\u3001\u8033\u673a\u3001\u5e73\u677f\u7535\u8111\u4e0a\u7684\u4e00\u5207\u90fd\u662f\u4ed6\u4eec\uff0c\u4ed6\u4eec\u60f3\u8981\u96c6\u6210\u3002<\/strong><\/p>\n

\u5f53\u6211\u5728\u82f9\u679c\u65f6\uff0c\u6211\u542c\u8bf4\u8fc7\u8fd9\u4e2a\u9879\u76ee\u3002\u4f46\u6211\u62c5\u5fc3\u7684\u662f\uff0c\u4f60\u4ecd\u7136\u4e0d\u559c\u6b22\u5728\u5934\u4e0a\u6234\u4e1c\u897f\uff0c\u5b83\u4f1a\u5728\u4f60\u7684\u989d\u5934\u4e0a\u7559\u4e0b\u75d5\u8ff9\u3002\u6211\u7684\u610f\u601d\u662f\uff0c\u6211\u786e\u4fe1\u4ed6\u4eec\u4f1a\u4e0d\u65ad\u6539\u8fdb\uff0c\u56e0\u4e3a\u82f9\u679c\u7684\u4e00\u4e2a\u7279\u70b9\u662f\uff0c\u4ed6\u4eec\u771f\u7684\u5728\u8003\u8651\u96c6\u6210\u8f6f\u4ef6\u548c\u786c\u4ef6\uff0c\u8fd9\u662f\u975e\u5e38\u975e\u5e38\u5f3a\u5927\u7684\u3002<\/p>\n

\u6211\u77e5\u9053\u82f9\u679c\u80af\u5b9a\u6b63\u5728\u7814\u7a76\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4ed6\u4eec\u4e5f\u5728\u8003\u8651\u5982\u4f55\u5c06\u8be5\u6280\u672f\u5e94\u7528\u5230\u4ea7\u54c1\u4e2d\uff0c\u57fa\u672c\u4e0a\u6211\u8ba4\u4e3a\u82f9\u679c\u662f\u552f\u4e00\u4e00\u5bb6\u80fd\u591f\u5c06\u8f6f\u4ef6\u548c\u786c\u4ef6\u65b9\u9762\u7ed3\u5408\u5f97\u8fd9\u4e48\u597d\u7684\u516c\u53f8\uff0c\u53ef\u4ee5\u771f\u6b63\u5c06\u4ea7\u54c1\u4ea4\u4ed8\u5230\u6bcf\u4e00\u4e2a\u7528\u6237\u7684\u9762\u524d\uff0c<\/strong>\u6bcf\u4e2a\u6d88\u8d39\u8005\u90fd\u53ef\u4ee5\u975e\u5e38\u65b9\u4fbf\u987a\u5229\u5730\u4f7f\u7528\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u5f53\u82f9\u679c\u7b2c\u4e00\u6b21\u63a8\u51fa Siri \u65f6\uff0c\u6211\u60f3\u53ef\u80fd\u662f\u5728 10 \u5e74\u524d\uff0c\u5f53\u65f6\u4eba\u4eec\u5bf9Siri\u6240\u5c55\u73b0\u51fa\u7684\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u7684\u80fd\u529b\u611f\u5230\u975e\u5e38\u60ca\u8bb6\uff0c\u4f46\u7ecf\u8fc7\u8fd9\u4e9b\u5e74\uff0c\u73b0\u5728\u770b\u6765\uff0c Siri\u5374\u6709\u4e9b\u8fc7\u65f6\u4e86\uff0c\u4f9d\u7136\u53ea\u80fd\u5b8c\u6210\u975e\u5e38\u7b80\u5355\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u62e8\u6253\u7535\u8bdd\u3001\u8bbe\u7f6e\u95f9\u949f\u7b49\uff0c\u4e3a\u4ec0\u4e48\u82f9\u679c\u8fd9\u4e9b\u5e74\u6ca1\u6709\u771f\u6b63\u66f4\u65b0\u548c\u589e\u5f3aSiri\u7684\u529f\u80fd\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u6211\u57282020\u5e74\u79bb\u5f00\u82f9\u679c\uff0c\u5373\u4f7f\u5728\u90a3\u4e2a\u65f6\u5019\uff0c\u6211\u4e5f\u8ba4\u4e3a\u8c37\u6b4c\u6709\u66f4\u597d\u7684\u8bed\u97f3\u8bc6\u522b\u80fd\u529b\uff0c\u4f46\u82f9\u679c\u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\uff0c\u4ed6\u4eec\u786e\u5b9e\u8003\u8651\u5230\u4e86\u9690\u79c1\u548c\u4e2a\u4eba\u6570\u636e\u4fdd\u62a4\u7684\u95ee\u9898\u3002<\/strong><\/p>\n

\u4f8b\u5982\uff0c\u5f53\u6211\u8be2\u95eeSiri\u4e00\u4e9b\u4fe1\u606f\u65f6\uff0c\u4fe1\u606f\u4fdd\u7559\u5728\u624b\u673a\u4e0a\u5e76\u6267\u884c\uff1b\u800c\u5728\u4f7f\u7528\u8c37\u6b4c\u76f8\u5173\u7684\u8bbe\u5907\u548c\u670d\u52a1\u65f6\uff0c\u4f8b\u5982\uff0c\u4f60\u95ee\u4e00\u4e9b\u95ee\u9898\uff0c\u8c37\u6b4c\u624b\u673a\u5c31\u4f1a\u5c06\u8fd9\u4e9b\u4fe1\u606f\u53d1\u9001\u5230\u8c37\u6b4c\u4e91\uff0c\u7136\u540e\u8fd4\u56de\u5230\u4f60\u7684\u624b\u673a\uff0c\u800c\u4e91\u4e0a\u62e5\u6709\u66f4\u591a\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u4f60\u53ef\u4ee5\u505a\u66f4\u591a\u7684\u4e8b\u60c5\u3002\u6240\u4ee5\u8fd9\u5c31\u50cf\u4e24\u4e2a\u5b8c\u5168\u4e0d\u540c\u7684\u89c2\u70b9\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u8ba4\u4e3a Siri \u843d\u540e\u4e8e\u8c37\u6b4c\uff0c\u56e0\u4e3a\u82f9\u679c\u8bd5\u56fe\u5728\u4f60\u7684\u624b\u673a\u4e0a\u505a\u6240\u6709\u7684\u4e8b\u60c5\u3002<\/p>\n

\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0c\u6211\u8ba4\u4e3a\u672a\u6765\u4eba\u4eec\u4f1a\u66f4\u4fe1\u4efb\u82f9\u679c\u8bbe\u5907\uff0c\u56e0\u4e3a\u4ed6\u4eec\u77e5\u9053\u4f60\u7684\u6570\u636e\u4e0d\u4f1a\u53bb\u67d0\u4e2a\u5730\u65b9\uff0c\u4e0d\u4f1a\u88ab\u4eba\u7528\u6765\u8bad\u7ec3\u4ed6\u4eec\u7684\u6a21\u578b\u3002\u73b0\u5728\uff0c\u82f9\u679c\u5728\u6784\u5efa\u8fd9\u4e9b\u5927\u578b\u8bed\u8a00\u6a21\u578b\u65f6\uff0c\u4ed6\u4eec\u4e5f\u5e0c\u671b\u80fd\u591f\u5728\u624b\u673a\u4e0a\u6784\u5efa\u5b83\u4eec\uff0c<\/strong>\u6211\u8ba4\u4e3a\u662f\u5bf9\u7684\uff0c\u6240\u4ee5\u4ed6\u4eec\u5fc5\u987b\u5728\u80fd\u591f\u5904\u7406\u7684\u65b9\u9762\u8fdb\u884c\u521b\u65b0\uff0c\u56e0\u4e3aChatGPT \u7684\u5de5\u4f5c\u65b9\u5f0f\u5c31\u50cf\u53c2\u6570\u6a21\u578b\u4e2d\u7684\u591a\u91cd\u6027\uff0c\u5b83\u6709\u5f88\u591a\u53c2\u6570\uff0c\u56e0\u6b64\u5fc5\u987b\u5728\u4e91\u4e0a\u8fd0\u884c\uff0c\u5fc5\u987b\u8fd0\u884c\u8bb8\u591a GPU \u6765\u5904\u7406\u6570\u636e\uff0c\u4f60\u73b0\u5728\u8fd8\u4e0d\u80fd\u5728\u624b\u673a\u4e0a\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u6240\u4ee5\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u8ba4\u4e3a\u82f9\u679c\u4ed6\u4eec\u8bd5\u56fe\u8003\u8651\u65b0\u7684\u786c\u4ef6\u3001\u65b0\u7684\u82af\u7247\u3001\u65b0\u7684\u8bbe\u8ba1\uff0c\u4ee5\u4fbf\u5728\u4e2a\u4eba\u8bbe\u5907\u4e0a\u5904\u7406\u8fd9\u4e9b\u4fe1\u606f\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u6240\u4ee5\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u6765\u770b\uff0c\u82f9\u679c\u5728\u7814\u53d1\u81ea\u5df1\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u65b9\u9762\uff0c\u7ed9\u81ea\u5df1\u8bbe\u7f6e\u4e86\u5f88\u591a\u9650\u5236\u3002<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u662f\u7684\uff0c\u4f46\u540c\u65f6\u5ba2\u6237\u786e\u5b9e\u4fe1\u4efb\u82f9\u679c\uff0c\u5c31\u50cf\u4ed6\u4eec\u771f\u6b63\u6240\u5ba3\u79f0\u7684\u90a3\u6837\uff0c\u5bf9\u9690\u79c1\u6570\u636e\u975e\u5e38\u91cd\u89c6\uff0c\u6240\u4ee5\u6211\u76f8\u4fe1\u672a\u6765\u4eba\u4eec\u4f1a\u6bd4\u5176\u4ed6\u516c\u53f8\u66f4\u4fe1\u4efb\u4ed6\u4eec\u3002<\/p>\n

OpenAI\u4e3a\u4f55\u51b3\u5b9a\u4e0d\u5f00\u6e90\uff1f<\/strong><\/h2>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>OpenAI\u73b0\u5728\u662f\u4e00\u5bb6\u6700\u53d7\u5173\u6ce8\u7684\u516c\u53f8\uff0c\u5f53Transformer\u67b6\u6784\u57286\u30017\u5e74\u524d\u63d0\u51fa\u65f6\uff0c\u4e3a\u4f55OpenAI\u5c06\u5927\u8bed\u8a00\u6a21\u578b\u4f5c\u4e3a\u91cd\u70b9\u653b\u514b\u7684\u65b9\u5411\uff0c\u5e76\u4e14\u73b0\u5728\u4e00\u9e23\u60ca\u4eba?<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u662f\u7684\uff0c\u4e8b\u5b9e\u4e0aOpenAI\u7684\u9996\u5e2d\u79d1\u5b66\u5bb6\u4e4b\u4e00\u662f\u6211\u7684\u5b9e\u9a8c\u5ba4\u4f19\u4f34\uff0c\u4ed6\u5c31\u5750\u5728\u6211\u65c1\u8fb9\uff0c\u4ed6\u662f\u8054\u5408\u521b\u59cb\u4eba\u4e4b\u4e00\u3002OpenAI\u5728\u65e9\u671f\u63a2\u7d22\u5f88\u591a\u4e0d\u540c\u7684\u4e1c\u897f\uff0c\u6bd4\u5982\u63a2\u7d22\u73a9\u6e38\u620f\uff0c\u6211\u8ba4\u4e3a\u4ed6\u4eec\u6b63\u5728\u5c1d\u8bd5\u6784\u5efa\u53ef\u4ee5\u73a9\u6e38\u620f\u7684\u4ee3\u7406\uff0c\u5c31\u50cf\u6211\u6b63\u5728\u505a\u7684\u90a3\u6837\uff0c\u4ed6\u4eec\u5c1d\u8bd5\u4e86\u673a\u5668\u4eba\u6280\u672f\uff0c\u4ed6\u4eec\u5c1d\u8bd5\u4e86\u5f88\u591a\u4e0d\u540c\u7684\u4e1c\u897f\u3002<\/p>\n

\u5728\u67d0\u4e9b\u65f6\u5019\uff0c\u4ed6\u4eec\u610f\u8bc6\u5230\u901a\u8fc7\u8bed\u8a00\u5e94\u7528\u5b58\u5728\u6f5c\u529b\uff0c\u4ed6\u4eec\u6700\u521d\u4f7f\u7528Transformer\uff0c\u5f97\u5230\u4e86\u56de\u62a5\u3002\u4f46\u5bf9\u4e8eOpenAI\u6765\u8bf4\uff0c\u8981\u4e48\u521b\u9020\u51fa\u4e00\u4e9b\u4ee4\u4eba\u60ca\u53f9\u7684\u4ea7\u54c1\uff0c\u8981\u4e48\u5c31\u7834\u4ea7\u4e86\u3002<\/strong><\/p>\n

\u4ed6\u4eec\u57fa\u672c\u4e0a\u53ea\u662f\u4e13\u6ce8\u4e8e\u8fd9\u4e00\u4ef6\u4e8b\uff0c\u5c3d\u7ba1\u5e95\u5c42\u67b6\u6784\u662f\u7531\u8c37\u6b4c\u5f00\u53d1\u7684\uff0c\u8c37\u6b4c\u5185\u90e8\u4e5f\u6709\u4e00\u4e2a\u540d\u4e3aBard\u7684\u6a21\u578b\uff0c\u5b83\u672c\u8d28\u4e0a\u4e0eChatGPT\u76f8\u540c\uff0c\u4f46\u53ef\u80fd\u8868\u73b0\u6ca1\u6709\u90a3\u4e48\u597d\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u6240\u4ee5\u73b0\u5728\u4ed6\u4eec\u51b3\u5b9a\u4e0d\u5c06\u6a21\u578b\u5f00\u6e90\uff0c\u4f60\u8ba4\u4e3a\u4ed6\u4eec\u6b63\u5728\u505a\u6b63\u786e\u7684\u4e8b\u60c5\u5417\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u975e\u5e38\u68d8\u624b\u7684\u95ee\u9898\uff0cOpenAI\u6700\u521d\u7684\u4f7f\u547d\u662f\u6210\u4e3a\u975e\u8425\u5229\u7ec4\u7ec7\uff0c\u4ed6\u4eec\u662f\u8981\u505a\u5f00\u6e90\u7684\uff0c\u4f46\u5728\u4ed6\u4eec\u5f00\u53d1GPT 3 \u6a21\u578b\u7684\u67d0\u4e2a\u65f6\u523b\uff0c\u4ed6\u4eec\u51b3\u5b9a\u4e0d\u5f00\u6e90\u5b83\uff0c\u56e0\u4e3a\u4ed6\u4eec\u8ba4\u4e3a\u4eba\u4eec\u53ef\u80fd\u4f1a\u6ee5\u7528\u8be5\u6a21\u578b\uff0c\u4ed6\u4eec\u53ef\u4ee5\u751f\u6210\u5f88\u591a\u5047\u7684\u6587\u672c\u6216\u5047\u7684\u65b0\u95fb\uff0c\u6240\u4ee5\u4ed6\u4eec\u51b3\u5b9a\u4e0d\u5f00\u6e90\u3002<\/strong><\/p>\n

OpenAI\u73b0\u5728\u4e3b\u8981\u4e0e\u5fae\u8f6f\u5408\u4f5c\uff0c\u6240\u4ee5\u4ed6\u4eec\u5f00\u53d1\u7684\u6240\u6709\u6280\u672f\u90fd\u4f1a\u8fdb\u5165\u5fae\u8f6f\u7684\u4ea7\u54c1\uff0c\u5fae\u8f6f\u975e\u5e38\u652f\u6301\u4ed6\u4eec\uff0c\u56e0\u4e3a\u8fd9\u9700\u8981\u5927\u91cf\u7684\u8ba1\u7b97\u3001\u5927\u91cf\u7684 GPU\u3001\u5927\u91cf\u7684\u5de5\u7a0b\u6807\u8bb0\uff0c\u624d\u80fd\u5b8c\u6210\u8fd9\u4ef6\u4e8b\uff0c\u5fae\u8f6f\u663e\u7136\u4e0d\u4f1a\u5f00\u6e90\u5b83\uff0c\u56e0\u4e3a\u5b83\u5c06\u6210\u4e3a\u4ea7\u54c1\u7684\u4e00\u90e8\u5206\uff0c\u6240\u4ee5\u5728\u8fd9\u4e00\u70b9\u4e0a\u6211\u8ba4\u4e3a\u4ed6\u4eec\u4e0d\u4f1a\u5f00\u6e90\u4efb\u4f55\u4e1c\u897f\uff0c\u56e0\u4e3a\u4ed6\u4eec\u5fc5\u987b\u76c8\u5229\uff0c\u4ed6\u4eec\u5fc5\u987b\u751f\u5b58\u3002<\/strong><\/p>\n

\u4f46\u540c\u65f6\u73b0\u5728\u6709\u5f88\u591a\u9879\u76ee\uff0c\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u5f00\u6e90\u7684\uff0c\u6bd4\u5982 Meta \u53d1\u5e03\u4e86 LLama \u6a21\u578b\uff0c\u8be5\u6a21\u578b\u662f\u5f00\u6e90\u7684\u6280\u672f\uff0c\u73b0\u5728\u5f88\u591a\u516c\u53f8\u6b63\u5728\u6784\u5efa\u81ea\u5df1\u7684\u6a21\u578b\uff0c\u4ed6\u4eec\u81ea\u5df1\u7684\u8bed\u8a00\u6a21\u578b\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u6700\u8fd1OpenAI\u7684CEO Sam Altman\u8fdb\u884c\u4e86\u73af\u7403\u65c5\u884c\uff0c\u4ed6\u89c1\u4e86\u5f88\u591a\u6b27\u6d32\u7684\u653f\u5ba2\uff0c\u8fd8\u6709\u5230\u8bbf\u5370\u5ea6\u548c\u97e9\u56fd\uff0c\u547c\u5401\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u548c\u76d1\u7ba1\uff0c\u5f88\u591a\u4eba\u90fd\u8bf4\u4ed6\u73b0\u5728\u770b\u8d77\u6765\u66f4\u50cf\u4e00\u4e2a\u653f\u5ba2\uff0c\u4f60\u8ba4\u4e3a\u4ed6\u8fd9\u6837\u505a\u7684\u610f\u56fe\u662f\u4ec0\u4e48\uff1f\u662f\u4e3a\u4e86\u547c\u5401\u56fd\u9645\u793e\u4f1a\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u66f4\u591a\u7684\u5173\u6ce8\u5417\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u662f\u7684\uff0c\u6211\u8ba4\u4e3a\u4ed6\u662f\u4e00\u4e2a\u975e\u5e38\u7406\u6027\u7684\u4eba\uff0c\u4ed6\u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\uff0c\u4ed6\u5728OpenAI\u6ca1\u6709\u4efb\u4f55\u80a1\u6743\uff0c\u4ed6\u5728OpenAI\u7684\u5546\u4e1a\u6210\u529f\u4e2d\u4e0d\u4f1a\u5f97\u5230\u4efb\u4f55\u5229\u76ca\uff0c\u6211\u5c0a\u91cd\u4ed6\u8fd9\u4e00\u70b9\uff0c\u56e0\u4e3a\u4ed6\u5e76\u4e0d\u662f\u4e3a\u4e86\u94b1\u800c\u5c1d\u8bd5\u505a\u8fd9\u4e9b\u4e8b\u3002\u6211\u8ba4\u4e3a\u4ed6\u4eec\u6b63\u5728\u505a\u4e00\u4e9b\u516c\u5171\u5173\u7cfb\u76f8\u5173\u7684\u4e8b\uff0c\u4e3aOpenAI\u5efa\u7acb\u54c1\u724c\uff0c\u5e0c\u671b\u4eba\u4eec\u5728\u4e00\u5207\u4e8b\u7269\u4e2d\u4f7f\u7528\u5b83\uff0c\u8fd9\u662f\u54c1\u724c\u5efa\u8bbe\u7684\u4e00\u90e8\u5206\u3002<\/p>\n

\u4eba\u5de5\u667a\u80fd\u793e\u533a\u73b0\u5728\u4e00\u6b21\u53c8\u4e00\u6b21\u5730\u5206\u88c2\uff0c\u6211\u4eec\u662f\u5426\u5e94\u8be5\u8981\u6c42\u76d1\u7ba1\uff1f\u5982\u679c\u6211\u4eec\u4e0d\u8981\u6c42\u5bf9\u8fd9\u4e9b\u53d1\u5c55\u7684\u76d1\u7ba1\uff0c\u6709\u4e9b\u4eba\u4f1a\u91c7\u53d6\u6781\u7aef\u7684\u65b9\u5f0f\uff0c\u4ed6\u4eec\u8bf4\u6211\u4eec\u5e94\u8be5\u6682\u505c\uff0c\u4e0d\u8981\u8fdb\u884c\u4efb\u4f55\u5f00\u53d1\uff1b\u6709\u4e9b\u4eba\u8bf4\u4e0d\uff0c\u6211\u4eec\u5e94\u8be5\u7ee7\u7eed\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\uff0c\u6784\u5efa\u6280\u672f\uff0c\u7136\u540e\u6d4b\u8bd5\u5b83\u3002\u6240\u4ee5\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u65f6\u523b\uff0c\u56e0\u4e3a\u6ca1\u6709\u4eba\u6e05\u695a\u5730\u77e5\u9053\u4eba\u5de5\u667a\u80fd\u662f\u5426\u4f1a\u63a5\u7ba1\u4e16\u754c\u5e76\u6740\u6b7b\u6211\u4eec\uff0c\u8fd9\u53ea\u662f\u5f88\u591a\u4e0d\u786e\u5b9a\u6027\uff0c\u6240\u4ee5\u4eba\u4eec\u63d0\u51fa\u62c5\u5fe7\u3002\u4f46\u6211\u8ba4\u4e3a\u4e5f\u8bb8\u63d0\u9ad8\u4e00\u4e9b\u5173\u6ce8\u662f\u597d\u7684\uff0c\u56e0\u4e3a\u8fd9\u9879\u6280\u672f\u5c06\u88ab\u793e\u4f1a\u666e\u901a\u4eba\u4f7f\u7528\uff0c\u6240\u4ee5\u66f4\u591a\u7684\u5173\u6ce8\u5c06\u4e86\u89e3\u8fd9\u4e9b\u7cfb\u7edf\u53ef\u4ee5\u505a\u4ec0\u4e48\u3002\u5c31\u50cf\u9690\u79c1\u4e00\u6837\uff0c\u4f8b\u5982\u6211\u5206\u4eab\u6211\u7684\u4e2a\u4eba\u6570\u636e\u7ed9ChatGPT\uff0c \u6211\u4e0d\u77e5\u9053\u8fd9\u662f\u597d\u4e8b\u8fd8\u662f\u574f\u4e8b\uff0c\u4f46\u81f3\u5c11\u63d0\u9ad8\u4e86\u4eba\u4eec\u5bf9\u8fd9\u4e9b\u7cfb\u7edf\u7684\u8ba4\u8bc6\u3002<\/p>\n

\u6211\u8ba4\u4e3a\u603b\u7684\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4ef6\u597d\u4e8b\uff0c\u6211\u4e2a\u4eba\u8ba4\u4e3a\u6211\u4eec\u4e0d\u5e94\u8be5\u53d1\u5e03\u5bf9\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u4e25\u683c\u89c4\u5b9a\u3002<\/p>\n

\u672a\u6765\u5f88\u591a\u516c\u53f8\u90fd\u6709\u81ea\u5df1\u7684\u4e13\u95e8\u6a21\u578b<\/strong><\/h2>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u7f8e\u56fd\u548c\u4e2d\u56fd\u7684\u4eba\u5de5\u667a\u80fd\u7814\u53d1\u90fd\u4ee4\u4eba\u5174\u594b\uff0c\u4f46\u4ece\u521d\u521b\u516c\u53f8\u7684\u89d2\u5ea6\u4e5f\u6709\u4e00\u4e9b\u975e\u5e38\u663e\u8457\u7684\u5dee\u5f02\u3002\u5728\u7845\u8c37\uff0c\u6211\u4eec\u770b\u5230\u5f88\u591a\u4eba\u90fd\u5728\u5e94\u7528\u5c42\u505a\u521b\u65b0\u521b\u4e1a\uff0c\u800c\u4e0d\u53bb\u8fdb\u884c\u6240\u8c13\u5927\u6a21\u578b\u7684\u7814\u53d1\uff0c\u4f46\u5728\u4e2d\u56fd\uff0c\u5f88\u591a\u516c\u53f8\u8bf4\u4ed6\u4eec\u6b63\u5728\u505a\u81ea\u5df1\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002\u4e3a\u4ec0\u4e48\u4f1a\u5b58\u5728\u8fd9\u6837\u7684\u5dee\u5f02\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u6211\u8ba4\u4e3a\u672a\u6765\u8bb8\u591a\u516c\u53f8\u90fd\u9700\u8981\u5efa\u7acb\u81ea\u5df1\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u539f\u56e0\u662f\u5bf9\u4e8e\u5ba2\u6237\u6765\u8bf4\uff0c\u81ea\u5df1\u7684\u6570\u636e\u662f\u6700\u91cd\u8981\u7684\uff0c\u6240\u4ee5\u9700\u8981\u5efa\u7acb\u81ea\u5df1\u6570\u636e\u7684\u5927\u6a21\u578b\uff0c\u4ee5\u4fbf\u6d88\u8d39\u8005\u53ef\u4ee5\u66f4\u7b80\u5355\u7684\u65b9\u5f0f\u4e0e\u6211\u7684\u6570\u636e\u8fdb\u884c\u4ea4\u4e92\u3002\u4f8b\u5982\uff0c\u5f6d\u535a\u5df2\u7ecf\u5efa\u7acb\u4e86\u57fa\u4e8e\u81ea\u5df1\u7684\u91d1\u878d\u6570\u636e\u7684GPT \u6a21\u578b\u3002<\/strong><\/p>\n

\u6211\u8ba4\u4e3a\u7f8e\u56fd\u5c06\u6210\u4e3a\u5173\u952e\u53c2\u4e0e\u8005\uff0c\u4f60\u53ef\u80fd\u77e5\u9053\u5fae\u8f6f\u3001\u8c37\u6b4c\u3001\u4e9a\u9a6c\u900a\u5c06\u5efa\u7acb\u81ea\u5df1\u7684\u6a21\u578b\uff0c\u56e0\u4e3a\u4ed6\u4eec\u62e5\u6709\u81ea\u5df1\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u6216\u8bb8\u5728\u5fae\u8f6f\u6216\u8c37\u6b4c\u7b49\u7684\u5e2e\u52a9\u4e0b\uff0c\u4e5f\u4f1a\u6709\u5f88\u591a\u4e13\u95e8\u7684\u6a21\u578b\uff0c\u6bd4\u5982\u91d1\u878d\u6a21\u578b\uff0c\u5236\u836f\u6a21\u578b\uff0c\u6bcf\u4e2a\u884c\u4e1a\u90fd\u4f1a\u5efa\u7acb\u81ea\u5df1\u7684\u6a21\u578b\u3002\u5982\u679c\u6211\u662f\u4e00\u5bb6\u91d1\u878d\u516c\u53f8\uff0c\u6211\u4e0d\u4f1a\u5c06\u6211\u7684\u6570\u636e\u53d1\u9001\u7ed9OpenAI\uff0c\u5b83\u662f\u79c1\u6709\u7684\uff0c\u662f\u4e13\u6709\u6570\u636e\uff0c\u8fd9\u4e9b\u4fe1\u606f\u8fdb\u5165OpenAI\uff0c\u7136\u540e\u5b83\u4f1a\u4f20\u7ed9\u5176\u4ed6\u4eba\uff0c\u6240\u4ee5\u6211\u8ba4\u4e3a\u5f88\u591a\u5927\u516c\u53f8\u90fd\u4f1a\u62e5\u6709\u81ea\u5df1\u7684\u4e13\u95e8\u7684\u6a21\u578b\u3002<\/p>\n

\u5f53\u7136\u4f1a\u6709\u50cf\u7684\u5fae\u8f6f\u3001\u8c37\u6b4c\u3001\u4e9a\u9a6c\u900a\u8fd9\u6837\u7684\u5927\u73a9\u5bb6\u63d0\u4f9b\u8fd9\u4e9b\u7528\u4e8e\u901a\u7528\u76ee\u7684\uff0c\u4f46\u6211\u89c9\u5f97\u5c06\u6765\u80af\u5b9a\u4f1a\u6709\u5f88\u591a\u4e13\u95e8\u7684\u6a21\u578b\u3002<\/strong><\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u5bf9\u4e8e\u4e00\u4e9b\u50cf\u521d\u521b\u516c\u53f8\u8fd9\u6837\u7684\u5c0f\u516c\u53f8\u6765\u8bf4\uff0c\u4ed6\u4eec\u7f3a\u4e4f\u5927\u91cf\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u6ca1\u6709\u50cf\u5927\u516c\u53f8\u90a3\u6837\u7684\u8d44\u6e90\uff0c\u6240\u4ee5\u4ed6\u4eec\u521b\u4e1a\u7684\u65b9\u5411\u662f\u5426\u5e94\u8be5\u4e13\u6ce8\u4e8e\u5e94\u7528\u5c42\u9762\uff1f<\/p>\n

Russ Salakhutdinov\uff1a\u6211\u8ba4\u4e3a\u8fd9\u4e9b\u5927\u73a9\u5bb6\u4e0e\u5176\u4ed6\u4eba\u7684\u533a\u522b\u5728\u4e8e\u8ba1\u7b97\u8d44\u6e90\uff0c\u56e0\u4e3a\u5b83\u5f88\u6602\u8d35\u3002\u6784\u5efa\u8fd9\u4e9b\u6a21\u578b\uff0c\u6bd4\u5982\u50cf\u5728 5 \u4e07\u4e2a GPU \u4e0a\u8bad\u7ec3\uff0c\u5c06\u82b1\u8d39\u4f60 5000 \u4e07\u7f8e\u5143\u3002\u6240\u4ee5\u5bf9\u4e8e\u4e00\u4e2a\u521d\u521b\u516c\u53f8\uff0c\u6211\u8ba4\u4e3a\u672a\u6765\u53ef\u80fd\u4f1a\u51fa\u73b0\u50cf LLama by meta \u8fd9\u6837\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u4f60\u53ef\u4ee5\u91c7\u7528\u8fd9\u4e2a\u5f00\u6e90\u6a21\u578b\uff0c\u7136\u540e\u4f60\u53ef\u4ee5\u91c7\u7528\u81ea\u5df1\u7684\u6570\u636e\uff0c\u518d\u8fdb\u884c\u5fae\u8c03\u3002<\/strong><\/p>\n

\u6211\u6b63\u5728\u4e0e\u7845\u8c37\u7684\u5f88\u591a\u516c\u53f8\u4ea4\u8c08\uff0c\u8fd9\u662f\u5f88\u591a\u4eba\u73b0\u5728\u6b63\u5728\u91c7\u53d6\u7684\u65b9\u6cd5\uff0c\u6709\u5f88\u591a\u521d\u521b\u516c\u53f8\u6b63\u5728\u5c1d\u8bd5\u51cf\u5c11\u8ba1\u7b97\u91cf\u3002<\/p>\n

\u6784\u5efa\u8fd9\u4e9b\u6a21\u578b\uff0c\u4f7f\u8ba1\u7b97\u91cf\u53ea\u6709\u5927\u6a21\u578b\u7684\u5341\u5206\u4e4b\u4e00\uff0c\u5c31\u50cf\u4f60\u53ef\u4ee5\u5728OpenAI\u4e2d\u8fdb\u884c\u5f88\u591a\u4f18\u5316\u4e00\u6837\uff0c\u8fd9\u6837\u4f7f\u5f97\u8bad\u7ec3\u6a21\u578b\u66f4\u4fbf\u5b9c\u3002<\/strong>\u5982\u679c\u6211\u662f\u4e00\u5bb6\u5236\u836f\u516c\u53f8\uff0c\u6211\u771f\u7684\u60f3\u8981\u5efa\u7acb\u975e\u5e38\u975e\u5e38\u51c6\u786e\u7684\u6a21\u578b\uff0c\u6211\u7684\u6a21\u578b\u53ef\u4ee5\u66f4\u5c0f\uff0c\u4e0d\u9700\u8981\u90a3\u4e48\u591a\u7684\u8ba1\u7b97\uff0c\u6211\u53ef\u4ee5\u91c7\u7528\u8fd9\u4e9b\u5f00\u6e90\u7684\u5927\u578b\u6a21\u578b\u4e4b\u4e00\uff0c\u5e76\u5c06\u5176\u5fae\u8c03\u5230\u6211\u7684\u7279\u5b9a\u9886\u57df\uff0c\u8fd9\u5c31\u662f\u672a\u6765\u53ef\u80fd\u53d1\u751f\u7684\u4e8b\u60c5\u3002<\/p>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u73b0\u5728\u884c\u4e1a\u9664\u4e86\u5173\u6ce8\u5927\u8bed\u8a00\u6a21\u578b\u4ee5\u53ca\u4e0e\u5176\u5e94\u7528\u5c42\u76f8\u5173\u7684\u521b\u65b0\uff0c\u8fd8\u6709\u5176\u4ed6\u503c\u5f97\u63a2\u7d22\u7684\u65b9\u5411\u5417\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u662f\u6240\u8c13\u57fa\u7840\u6a21\u578b\u7684\u4e00\u90e8\u5206\uff0c\u57fa\u7840\u6a21\u578b\u57fa\u672c\u4e0a\u662f\u4e00\u4e2a\u50cfTransformer\u4e00\u6837\u7684\u6a21\u578b\uff0c\u5b83\u5efa\u7acb\u5728\u5927\u91cf\u6570\u636e\u7684\u57fa\u7840\u4e0a\uff0c\u4eba\u4eec\u73b0\u5728\u53ef\u4ee5\u4e3a\u673a\u5668\u4eba\u6280\u672f\u5efa\u7acb\u4e00\u4e2a\u57fa\u7840\u6a21\u578b\uff0c\u6bd4\u5982\u6211\u7684\u4e00\u4e2a\u5b66\u751f\u6b63\u5728\u4e0e\u82f1\u4f1f\u8fbe\u5408\u4f5c\uff0c\u4ed6\u8bd5\u56fe\u5efa\u7acb\u4e00\u4e2a\u50cfGPT\u6a21\u578b\u4e00\u6837\u7684\u64cd\u7eb5\u6a21\u578b\uff0c\u6784\u5efa\u4e00\u4e2a\u53ef\u4ee5\u64cd\u7eb5\u4efb\u4f55\u7c7b\u578b\u7269\u4f53\u7684\u673a\u5668\u4eba\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u9886\u57df\u3002<\/p>\n

\u6211\u4eec\u4e0e\u82f1\u4f1f\u8fbe\u5408\u4f5c\uff0c\u56e0\u4e3a\u82f1\u4f1f\u8fbe\u5177\u5907\u8ba1\u7b97\u80fd\u529b\uff0c\u4f46\u6784\u5efa\u8fd9\u4e2a\u673a\u5668\u4eba\u4ecd\u7136\u5f88\u56f0\u96be\uff0c\u4f8b\u5982\u6293\u4f4f\u6211\u7684 iPhone\uff0c\u64cd\u7eb5\u548c\u653e\u7f6e\u3002\u9664\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e4b\u5916\uff0c\u4eba\u4eec\u73b0\u5728\u6b63\u5728\u5c1d\u8bd5\u6784\u5efa\u4e0d\u540c\u9886\u57df\u7684\u57fa\u7840\u6a21\u578b\uff0c\u6bd4\u5982\u89c6\u9891\u57fa\u7840\u6a21\u578b\u80fd\u5426\u4e5f\u53d6\u5f97\u5de8\u5927\u6210\u529f\u3002\u5982\u679c\u6211\u60f3\u5728\u6296\u97f3\u4e0a\u521b\u5efa\u4e00\u4e9b\u4e1c\u897f\uff0c\u6211\u53ea\u9700\u6267\u884c\u63d0\u793a\uff0c\u5b83\u5c31\u4f1a\u4e3a\u6211\u521b\u5efa\u4e00\u4e2a\u89c6\u9891\u3002<\/p>\n

\u4e16\u754c\u4e0a\u6700\u806a\u660e\u7684\u4eba\u90fd\u5728\u7814\u7a76AI<\/strong><\/h2>\n

\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u4f60\u662f\u5426\u8ba4\u4e3a\u73b0\u5728\u662f\u4f60\u804c\u4e1a\u751f\u6daf\u4e2d\u6700\u6fc0\u52a8\u4eba\u5fc3\u7684\u65f6\u523b\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u8ba4\u4e3a\u662f\u8fd9\u6837\uff0c\u540c\u65f6\u4e5f\u6709\u4e00\u70b9\u592a\u591a\u4e86\uff0c\u8ba9\u4eba\u5e94\u63a5\u4e0d\u6687\u3002\u73b0\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u535a\u58eb\u751f\u7ade\u4e89\u4e5f\u53d8\u5f97\u6fc0\u70c8\uff0c\u6362\u505a\u5728\u4eca\u5929\u6211\u6216\u8bb8\u90fd\u65e0\u6cd5\u7533\u8bf7\u5230\u535a\u58eb\uff0c\u56e0\u4e3a\u6211\u5f53\u65f6\u5e76\u6ca1\u6709\u91cd\u8981\u7684\u8bba\u6587\u53d1\u8868\u3002\u4f46\u73b0\u5728\u5c31\u662f\u8fd9\u6837\uff0c\u751a\u81f3\u6709\u65f6\u6211\u4f1a\u6536\u5230\u9ad8\u4e2d\u751f\u7684\u7535\u5b50\u90ae\u4ef6\uff0c\u4ed6\u4eec\u5df2\u7ecf\u505a\u4e86\u5f88\u591a\u5f88\u51fa\u8272\u7684\u9879\u76ee\u3002<\/p>\n

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Russ Salakhutdinov\uff1a<\/strong>\u54e6\uff0c\u662f\u7684\uff0c\u8fd9\u771f\u662f\u592a\u795e\u5947\u4e86\uff0c\u5c31\u50cf\u6211\u4ee5\u524d\u7684\u4e00\u4e2a\u5b66\u751f\u6768\u690d\u9e9f\uff0c\u4ed6\u73b0\u5728\u662f\u6e05\u534e\u5927\u5b66\u7684\u4e00\u540d\u6559\u6388\uff0c\u4ed6\u662f\u6211\u6700\u806a\u660e\u7684\u5b66\u751f\u4e4b\u4e00\uff0c\u4ed6\u5b9e\u9645\u4e0a\u662f\u5efa\u7acb\u4e86 GPT \u6a21\u578b\u524d\u8eab\u7684\u4eba\uff0c<\/strong>\u662f\u4e0e\u8c37\u6b4c\u548c\u6211\u4eec\u73b0\u5728\u7684\u5b66\u751f\u8054\u5408\u5b8c\u6210\u7684\uff0c\u8fd9\u771f\u662f\u592a\u68d2\u4e86\u3002<\/p>\n

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Russ Salakhutdinov\uff1a<\/strong>\u6211\u5f53\u7136\u5e0c\u671b\u672a\u6765\u4f1a\u51fa\u73b0\u66f4\u591a\u4ee4\u4eba\u5174\u594b\u7684\u4e8b\uff0c\u6211\u603b\u662f\u60f3\u8d77 2016 \u5e74\u7684\u81ea\u52a8\u9a7e\u9a76\uff0c\u5f53\u65f6\u6211\u5f00\u59cb\u4e3a\u82f9\u679c\u5de5\u4f5c\uff0c\u8d1f\u8d23\u81ea\u52a8\u9a7e\u9a76\u76f8\u5173\u5de5\u4f5c\u30022016 \u5e74\u6709\u5f88\u591a\u4ee4\u4eba\u5174\u594b\u7684\u4e8b\u60c5\uff0c\u57c3\u9686\u00b7\u9a6c\u65af\u514b\u5728\u7279\u65af\u62c9\u8bf4\u4e24\u5e74\u540e\u6211\u4eec\u5c06\u62e5\u6709\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff0c\u6211\u4eec\u4ece\u65e0\u5230\u6709\u5f88\u5feb\u5c31\u5230\u4e8680%\u3001 90%\uff0c\u7136\u540e\u6211\u4eec\u5c31\u9677\u5165\u4e86\u56f0\u5883\uff0c91%\uff0c91.5%\u2026\u2026<\/p>\n

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\u817e\u8baf\u65b0\u95fb\u300a\u6f5c\u671b\u300b\uff1a<\/strong>\u4f60\u8ba4\u4e3a\u5373\u4f7f\u6211\u4eec\u91c7\u53d6\u4e86\u975e\u5e38\u8c28\u614e\u7684\u6001\u5ea6\u548c\u65b9\u6cd5\uff0c\u662f\u5426\u6709\u53ef\u80fd\u6709\u4e00\u5929\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u4f9d\u7136\u53d8\u5f97\u4e0d\u53ef\u63a7\uff1f<\/p>\n

Russ Salakhutdinov\uff1a<\/strong>\u4f5c\u4e3a\u4e00\u540d\u79d1\u5b66\u5bb6\uff0c\u4f60\u5fc5\u987b\u59cb\u7ec8\u4e3a\u8fd9\u4e9b\u4e8b\u4ef6\u5206\u914d\u6982\u7387\uff0c\u4f60\u4e0d\u80fd\u8bf4\u5b83\u6c38\u8fdc\u4e0d\u4f1a\u53d1\u751f\uff0c\u6240\u4ee5\u4e00\u5b9a\u4f1a\u6709\u53d1\u751f\u7684\u6982\u7387\uff0c\u4f46\u6211\u4e0d\u8ba4\u4e3a\u73b0\u5728\u4f1a\u53d1\u751f\u8fd9\u79cd\u60c5\u51b5\u3002\u597d\u7684\u65b9\u9762\u662f\uff0c\u73b0\u5728\u5df2\u7ecf\u6709\u5f88\u591a\u4eba\u5de5\u667a\u80fd\u7684\u5b50\u793e\u533a\uff0c\u81f4\u529b\u4e8e\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u7684\u7814\u7a76\uff0c\u4ed6\u4eec\u7684\u5de5\u4f5c\u662f\u8ba9\u4eba\u5de5\u667a\u80fd\u7814\u53d1\u4e0d\u8981\u72af\u611a\u8822\u7684\u9519\u8bef\u3002\u6211\u4e0d\u76f8\u4fe1\u4eba\u5de5\u667a\u80fd\u7a81\u7136\u67d0\u4e00\u5929\u60c5\u51b5\u4f1a\u53d8\u5f97\u975e\u5e38\u7cdf\u7cd5\uff0c\u4f46\u4e5f\u8bb8\u6211\u53ef\u80fd\u662f\u9519\u7684\uff0c\u6240\u4ee5\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5728\u6211\u4eec\u7684\u793e\u533a\u4e2d\u53d1\u51fa\u5404\u79cd\u58f0\u97f3\u662f\u597d\u4e8b\uff0c\u5c31\u50cf\u6770\u592b\u00b7\u8f9b\u987f\u548c\u7ea6\u4e66\u4e9a\u4e00\u6837\uff0c\u4ed6\u4eec\u786e\u5b9e\u53d1\u51fa\u4e86\u8b66\u62a5\u3002<\/strong>\u4f46\u6211\u8ba4\u4e3a\u5927\u591a\u6570\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4eba\u5458\u81f3\u5c11\u73b0\u5728\u4e0d\u8fd9\u4e48\u8ba4\u4e3a\uff0c\u4f46\u662f\u540c\u65f6\uff0c\u4e5f\u6709\u7814\u7a76\u4eba\u5458\u5728\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u9886\u57df\u505a\u7814\u7a76\u662f\u4ef6\u597d\u4e8b\uff0c\u4ee5\u9632\u4e07\u4e00\u5982\u679c\u53d1\u751f\u8fd9\u79cd\u60c5\u51b5\uff0c\u6211\u4eec\u4f1a\u77e5\u9053\u8be5\u600e\u4e48\u505a\u3002<\/p>\n

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Russ Salakhutdinov\uff1a<\/strong>\u5728\u8fc7\u53bb\u7684\u51e0\u5e74\u91cc\uff0c\u4ed6\u4e00\u76f4\u5728\u8c37\u6b4c\u517c\u804c\uff0c\u6240\u4ee5\u73b0\u5728\u4ed6\u51b3\u5b9a\u79bb\u5f00\uff0c\u57fa\u672c\u4e0a\u662f\u60f3\u8bf4\u8bdd\u3002\u4ed6\u5e94\u8be5\u662f\u5728\u8003\u8651\u6211\u6240\u8bf4\u7684\u5185\u5bb9\uff0c\u5c06\u5982\u4f55\u5f71\u54cd\u6211\u6240\u5de5\u4f5c\u7684\u516c\u53f8\u3002<\/p>\n

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