![](\"https:\/\/image.woshipm.com\/2024\/07\/08\/e3be7f6c-3d2a-11ef-90af-00163e142b65.png\")
<\/p>\n<\/p>\n
\u7ea2\u6749\u8d44\u672c\u7f8e\u56fd\u5408\u4f19\u4eba Pat Grady \u5728\u8fd1\u65e5\u4e00\u573a\u6d3b\u52a8\u5bf9\u8c08\u79d1\u6280\u5a92\u4f53\u4eba Eric Newcomer\u3002Grady \u5f3a\u8c03\uff0cAI \u6280\u672f\u6b63\u5904\u4e8e\u5173\u952e\u8f6c\u6298\u70b9\uff0c\u5c06\u4e3a\u4f17\u591a\u670d\u52a1\u884c\u4e1a\u5e26\u6765\u53d8\u9769\u6027\u673a\u9047\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u590d\u5236\u73b0\u6709\u7684\u8f6f\u4ef6\u516c\u53f8\u3002<\/p>\n
\u4ed6\u8ba4\u4e3a\uff0c\u7a33\u5b9a\u7684\u57fa\u7840\u6a21\u578b\u6709\u52a9\u4e8e\u6574\u4e2a AI \u751f\u6001\u7cfb\u7edf\u7684\u53d1\u5c55\uff0c\u56e0\u4e3a\u5b83\u80fd\u8ba9\u4f01\u4e1a\u66f4\u5408\u7406\u5730\u9884\u6d4b\u548c\u6784\u5efa\u6240\u9700\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n
\u76ee\u524d\u7684\u6a21\u578b\u80fd\u529b\u5df2\u7ecf\u8db3\u591f\u5f3a\u5927\uff0c\u80fd\u591f\u521b\u9020\u51fa\u6570\u4e07\u4ebf\u7f8e\u5143\u7684\u65b0\u4e1a\u52a1\uff0c\u5173\u952e\u5728\u4e8e\u5982\u4f55\u5728\u6a21\u578b\u4e4b\u4e0a\u8fdb\u884c\u5de5\u7a0b\u5316\u4f18\u5316\u548c\u8ba4\u77e5\u67b6\u6784\u8bbe\u8ba1\u3002<\/p>\n
AI \u7684\u771f\u6b63\u6f5c\u529b\u5728\u4e8e\u8d4b\u80fd\u670d\u52a1\u884c\u4e1a\uff0c\u5982\u6cd5\u5f8b\u3001\u54a8\u8be2\u3001\u4f1a\u8ba1\u548c\u7c3f\u8bb0\u7b49\u3002\u8fd9\u4e9b\u884c\u4e1a\u7684\u5de5\u4f5c\u6d41\u7a0b\u5927\u591a\u662f\u6587\u672c\u8f93\u5165\u548c\u8f93\u51fa\uff0c\u975e\u5e38\u9002\u5408 AI \u6280\u672f\u7684\u5e94\u7528\u3002<\/p>\n
Grady \u8ba4\u4e3a\uff0cAI \u4e0d\u4f1a\u53d6\u4ee3\u73b0\u6709\u7684\u8f6f\u4ef6\u516c\u53f8\uff0c\u800c\u662f\u4f1a\u5e26\u6765\u65b0\u7684\u670d\u52a1\u6a21\u5f0f\u548c\u5546\u4e1a\u673a\u4f1a\uff0c\u4f46\u4eba\u9645\u5173\u7cfb\u548c\u5b9e\u9645\u6267\u884c\u4ecd\u9700\u4f9d\u8d56\u4eba\u5de5\u3002<\/p>\n
Eric Newcomer<\/strong><\/p>\n \u7ea2\u6749\u8d44\u672c\u88ab\u5e7f\u6cdb\u8ba4\u4e3a\u662f\u4e16\u754c\u4e0a\u9876\u5c16\u7684\u98ce\u9669\u6295\u8d44\u516c\u53f8\uff0c\u603b\u662f\u9886\u5148\u4e8e\u5176\u4ed6\u516c\u53f8\uff0c\u800c Pat \u662f\u8fd9\u5bb6\u516c\u53f8\u7684\u9886\u5bfc\u4e4b\u4e00\u3002\u4f60\u4eec\u662f\u4f55\u65f6\u5f00\u59cb\u6ce8\u610f\u5230\u751f\u6210\u5f0f AI \u7684\uff1f\u6216\u8005\u4f60\u4eec\u662f\u5982\u4f55\u83b7\u5f97\u8fd9\u4e9b\u4fe1\u53f7\u7684\uff1f\u4ec0\u4e48\u65f6\u5019\u4f60\u4eec\u611f\u89c9\u5230\uff0c\u8fd9\u53ef\u80fd\u662f\u53e6\u4e00\u4e2a\u6d6a\u6f6e\uff1f<\/p>\n Pat Grady<\/strong><\/p>\n \u6709\u4e00\u4e2a\u6807\u51c6\u7b54\u6848\u662f\uff0c\u65e9\u5728 1993 \u5e74\uff0c\u6211\u4eec\u5c31\u5bf9 Nvidia \u8fdb\u884c\u4e86A\u8f6e\u6295\u8d44\uff0c\u867d\u7136\u8fd9\u662f\u771f\u7684\uff0c\u4f46 Nvidia \u662f\u4e00\u4e2a\u4f8b\u5916\u3002<\/p>\n \u6211\u4eec\u6ca1\u6709\u4e00\u7cfb\u5217\u6295\u8d44\u6765\u63d0\u793a\u6211\u4eec\u53d1\u751f\u4e86\u4e00\u4e9b\u4e8b\u60c5\uff0c\u4f46\u6211\u53ef\u80fd\u4f1a\u8bf4\uff0c\u5927\u7ea6\u5728 2016\u3001 2017\u3001 2018 \u5e74\u3002<\/p>\n \u5f53\u65f6\u539f\u59cb\u7684 Transformer \u8bba\u6587\u95ee\u4e16\u4e86\uff0c\u4f46\u90a3\u65f6\u5bf9AI\u7684\u53d1\u5c55\u5e76\u4e0d\u90a3\u4e48\u5173\u6ce8\u3002\u66f4\u591a\u7684\u662f\u56e0\u4e3a\u5728\u4e91\u8ba1\u7b97\u548c\u79fb\u52a8\u9886\u57df\u6ca1\u6709\u53d1\u751f\u7684\u4e8b\u60c5\u3002<\/p>\n \u4ece\u98ce\u9669\u6295\u8d44\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u90a3\u65f6\u4e91\u8ba1\u7b97\u548c\u79fb\u52a8\u5df2\u7ecf\u662f\u4e00\u4e2a\u76f8\u5bf9\u665a\u671f\u7684\u5468\u671f\u3002\u6211\u4eec\u770b\u5230\u7684\u5f88\u591a\u60f3\u6cd5\u90fd\u662f\u884d\u751f\u7684\uff0c\u5e76\u6ca1\u6709\u611f\u89c9\u5230\u5b83\u4eec\u5728\u89e3\u51b3\u4e00\u6d41\u7684\u5e02\u573a\u673a\u4f1a\u3002<\/p>\n \u56e0\u6b64\uff0c\u6211\u4eec\u5f00\u59cb\u82b1\u66f4\u591a\u7684\u65f6\u95f4\u626b\u63cf\u524d\u666f\uff0c\u5bfb\u627e\u53ef\u80fd\u5b58\u5728\u7684\u5176\u4ed6\u4e1c\u897f\u3002\u6211\u4eec\u89c2\u5bdf\u5230\u7684\u4e00\u4e2a\u73b0\u8c61\u662f\uff0c\u8bb8\u591a\u91cd\u5927\u7684\u6280\u672f\u53d8\u9769\u90fd\u662f\u5206\u53d1\u65b9\u5f0f\u7684\u9769\u547d\uff0c\u901a\u8fc7\u4e00\u4e2a\u6570\u91cf\u7ea7\u589e\u52a0\u4e86\u6280\u672f\u7684\u53ef\u8bbf\u95ee\u6027\u3002<\/p>\n \u968f\u7740\u624b\u673a\u7684\u666e\u53ca\uff0c\u5206\u53d1\u65b9\u5f0f\u7684\u9769\u547d\u5df2\u7ecf\u8fbe\u5230\u4e86\u6781\u9650\uff0c\u5168\u7403\u516b\u5341\u4ebf\u4eba\u4e2d\u6709\u4e03\u5341\u4ebf\u4eba\u90fd\u5728\u4f7f\u7528\u624b\u673a\u3002<\/p>\n \u5982\u679c\u5206\u53d1\u4e0d\u662f\u4e0b\u4e00\u4e2a\u7ef4\u5ea6\uff0c\u90a3\u4e48\u5b83\u4e00\u5b9a\u662f\u6df1\u5ea6\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u53ef\u80fd\u662f\u8ba1\u7b97\u80fd\u529b\u7684\u9769\u547d\u3002\u6211\u4eec\u770b\u5230\u7684\u4e00\u4e9b\u6700\u6709\u8da3\u548c\u6700\u4e30\u5bcc\u7684\u5e94\u7528\u4f53\u9a8c\u90fd\u662f\u7531\u5927\u91cf\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u3002<\/p>\n \u56e0\u6b64\uff0c\u6211\u4eec\u5f00\u59cb\u8003\u8651\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u7684\u5b8c\u6574\u8fc7\u7a0b\u3002\u8fd9\u5f15\u5bfc\u6211\u4eec\u8fdb\u5165\u4e86\u73b0\u4ee3\u6570\u636e\u5806\u6808\uff0c\u4f46\u4e5f\u5f15\u5bfc\u6211\u4eec\u4e86\u89e3\u4e86 HuggingFace \u548c OpenAI \u7b49\u516c\u53f8\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n HuggingFace \u662f\u4f60\u4eec\u7684\u7b2c\u4e00\u4e2a\u6295\u8d44\u9879\u76ee\u5417\uff1f\u8fd8\u662f\u6709\u5176\u4ed6\u7684\uff1f<\/p>\n Pat Grady<\/strong><\/p>\n \u6211\u53ef\u4ee5\u8bf4\uff0c\u6211\u731c\u90a3\u662f\u6211\u4eec\u7b2c\u4e00\u4e2a\u6295\u8d44\u9879\u76ee\u3002\u5b9e\u9645\u4e0a\u6709\u5176\u4ed6\u516c\u53f8\uff0c\u5b83\u4eec\u5728\u4e0d\u540c\u5f62\u6001\u548c\u89c4\u6a21\u4e0a\u4f7f\u7528\u4e86AI\uff0c\u8fd9\u4e9b\u516c\u53f8\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u9884\u793a\u4e86\u8fd9\u4e2a\u6d6a\u6f6e\u7684\u5230\u6765\uff0c\u6bd4 HuggingFace \u6216\u5176\u4ed6\u4e00\u4e9b\u516c\u53f8\u8981\u65e9\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u90a3\u4e48\u76f4\u63a5\u8fdb\u5165\u8fd9\u4e2a\u95ee\u9898\uff0c\u4ece\u8fc7\u53bb\u7684\u7ecf\u9a8c\u6765\u770b\uff0c\u4f60\u4eec\u5982\u4f55\u7406\u89e3\u57fa\u7840\u6a21\u578b\u516c\u53f8\uff1f\u6211\u975e\u5e38\u60f3\u77e5\u9053\u3002\u4e00\u4e2a\u68a6\u60f3\u662f\u5b83\u4eec\u50cf AWS \u6216 Google\u3002\u4f60\u600e\u4e48\u770b\uff1f\u6211\u672c\u6765\u6253\u7b97\u5c55\u5f00\u6211\u7684\u6570\u636e\u5e93\u7c7b\u6bd4\u3002<\/p>\n Pat Grady<\/strong><\/p>\n \u4f60\u5df2\u7ecf\u8bf4\u4e86\uff0c\u4f46\u8fd9\u786e\u5b9e\u662f\u6b63\u786e\u7684\u7c7b\u6bd4\u3002\u5982\u679c\u4f60\u770b\u770b\u57fa\u7840\u6a21\u578b\u7684\u529f\u80fd\uff0c\u5b83\u4eec\u90fd\u662f\u4fe1\u606f\u5904\u7406\u5de5\u5177\uff0c\u5bf9\u5427\uff1f\u8fd9\u57fa\u672c\u4e0a\u5c31\u662f\u6570\u636e\u5e93\u4e3a\u4f60\u505a\u7684\u4e8b\u60c5\u3002\u5173\u7cfb\u6570\u636e\u5e93\u6216 NoSQL \u6570\u636e\u5e93\u548c\u63a8\u7406\u5f15\u64ce\u4e4b\u95f4\u7684\u533a\u522b\u662f\uff0c\u5b83\u4eec\u63d0\u4f9b\u4e86\u4e0d\u540c\u7684\u529f\u80fd\u548c\u8f93\u51fa\u3002\u4f46\u4ece\u6839\u672c\u4e0a\u6765\u8bf4\uff0c\u5b83\u4eec\u662f\u76f8\u540c\u7684\u4e1c\u897f\u3002<\/p>\n \u56e0\u6b64\uff0c\u5982\u679c\u4f60\u8bd5\u56fe\u4ece\u4e2d\u63a8\u65ad\u51fa\u6765\uff0c\u597d\u7684\uff0c\u90a3\u4e48\u8fd9\u4e9b\u57fa\u7840\u6a21\u578b\u516c\u53f8\u4f1a\u53d8\u6210\u4ec0\u4e48\u6837\u5b50\u5462\uff1f\u6709\u4e9b\u4f1a\u6210\u4e3a MongoDB\u3002MongoDB \u662f\u4e00\u5bb6\u4e86\u4e0d\u8d77\u7684\u516c\u53f8\uff0c\u4f46\u5b83\u7684 \u5e74\u6536\u5165\u53ea\u6709\u51e0\u5341\u4ebf\u7f8e\u5143\uff0c\u5e02\u503c\u51e0\u5341\u4ebf\uff0c\u800c\u4e0d\u662f\u6536\u5165\u6570\u767e\u4ebf\u3001\u5e02\u503c\u6570\u5343\u4ebf\u7684\u516c\u53f8\u3002\u6240\u4ee5\u6211\u4eec\u53ef\u80fd\u6b63\u8fdb\u5165\u4e00\u4e2a\u4e16\u754c\uff0c\u8fd9\u4e9b\u57fa\u7840\u6a21\u578b\u516c\u53f8\u4e3b\u8981\u4ee5\u57fa\u7840\u6a21\u578b\u672c\u8eab\u95fb\u540d\u3002<\/p>\n \u5982\u679c\u5b83\u4eec\u7684\u4e3b\u8981\u4ea7\u54c1\u662f\u5f00\u53d1\u8005 API\uff0c\u4f9b\u4eba\u4eec\u5728\u5176\u4e0a\u6784\u5efa\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b83\u4eec\u5728\u89c4\u6a21\u4e0a\u66f4\u50cf\u6570\u636e\u5e93\u516c\u53f8\u800c\u4e0d\u662f\u5176\u4ed6\u4efb\u4f55\u4e1c\u897f\u3002\u73b0\u5728\uff0c OpenAI \u662f\u4e00\u4e2a\u7279\u6b8a\u60c5\u51b5\uff0c\u56e0\u4e3a\u4f60\u53ef\u4ee5\u8bf4 OpenAI \u5df2\u7ecf\u4ece\u5f00\u53d1\u8005\u4e1a\u52a1\u8f6c\u53d8\u4e3a\u6d88\u8d39\u8005\u4e1a\u52a1\uff0c\u8fd9\u4f7f\u5b83\u5728\u6f5c\u529b\u65b9\u9762\u8fdb\u5165\u4e86\u4e00\u4e2a\u4e0d\u540c\u7684\u7c7b\u522b\u3002<\/p>\n \u8fd9\u5bb6\u7f8e\u56fd\u5934\u90e8\u5bf9\u51b2\u57fa\u91d1\u521b\u59cb\u4eba\uff0c\u817e\u8baf&\u5b57\u8282\u8df3\u52a8\u65e9\u671f\u6295\u8d44\u4eba\u8868\u793a\uff0c\u5728\u8fd9\u4e9b\u65b0\u6d6a\u6f6e\u7684\u5f00\u7aef\uff0c\u65b0\u7684\u8d62\u5bb6\u5728 10 \u5e74\u6216 20 \u5e74\u540e\uff0c\u6709\u4e9b\u662f\u73b0\u6709\u7684\u516c\u53f8\uff0c\u6709\u4e9b\u662f\u65b0\u7684\u516c\u53f8\u3002\u4f46\u90a3\u4e9b\u53d8\u5927\u7684\u65b0\u516c\u53f8\uff0c\u6bcf\u5e74\u53ef\u80fd\u53ea\u6709\u4e00\u5bb6\uff0c\u4e0d\u4f1a\u66f4\u591a\u2026\u2026<\/p>\n Eric Newcomer<\/strong><\/p>\n \u662f\u7684\uff0c\u5982\u679c Anthropic \u7684\u6700\u597d\u60c5\u51b5\u53ea\u662f\u6210\u4e3a MongoDB \uff0c\u90a3\u786e\u5b9e\u662f\u6bd4\u8f83\u8f7b\u5fae\u7684\u8d5e\u7f8e\u3002<\/p>\n Pat Grady<\/strong><\/p>\n \u4f46\u6545\u4e8b\u5c1a\u672a\u5199\u5b8c\uff0c\u56e0\u4e3a Anthropic \u4e5f\u6709\u4e0d\u540c\u6570\u91cf\u7ea7\u7684\u6f5c\u529b\uff0c\u6709\u5f88\u591a\u6d88\u8d39\u8005\u5728\u4f7f\u7528 Anthropic \u3002\u53ef\u80fd\u4f1a\u6709\u5546\u4e1a\u4ea7\u54c1\u6210\u4e3a\u6740\u624b\u7ea7\u5e94\u7528\u7a0b\u5e8f\u3002\u8fd9\u4e9b\u57fa\u7840\u6a21\u578b\u6709\u673a\u4f1a\u8fdb\u5165\u5e94\u7528\u5c42\u3002\u662f\u7684\uff0c\u4f46\u6211\u4eec\u5fc5\u987b\u770b\u5230\u5b83\u4eec\u7684\u6267\u884c\u60c5\u51b5\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u4f60\u8ba4\u4e3a\u73b0\u5728\u7684\u6a21\u578b\u662f\u5426\u8db3\u591f\u667a\u80fd\uff0c\u80fd\u591f\u4ece\u6839\u672c\u4e0a\u6784\u5efa\u51fa\u4f1f\u5927\u7684\u5e94\u7528\u7a0b\u5e8f\uff1f\u6216\u8005\u4f60\u8ba4\u4e3a\u76ee\u524d\u7684\u6a21\u578b\u5728\u6d88\u8d39\u8005\u548c\u4f01\u4e1a\u4e24\u4e2a\u9886\u57df\uff0c\u662f\u5426\u5df2\u7ecf\u8db3\u591f\u5148\u8fdb\uff0c\u80fd\u591f\u521b\u9020\u51fa\u5177\u6709\u53d8\u9769\u6027\u7684\u5e94\u7528\u7a0b\u5e8f\uff1f<\/p>\n Pat Grady<\/strong><\/p>\n \u6211\u53ef\u80fd\u6709\u4e00\u4e2a\u76f8\u5bf9\u72ec\u7279\u7684\u89c2\u70b9\u3002\u6211\u4e0d\u786e\u5b9a\uff0c\u4f46\u8fd9\u6b63\u662f\u6211\u4eec\u5728\u8fd9\u91cc\u6240\u505a\u7684\u4e8b\u60c5\u3002\u6211\u7684\u611f\u89c9\u662f\uff0c\u5f88\u591a\u4eba\u8ba4\u4e3a\u6211\u4eec\u771f\u7684\u9700\u8981 \u00a0GPT-5 \uff0c\u751a\u81f3 GPT-6\uff0c\u56e0\u4e3a\u73b0\u5728\u7684\u6a21\u578b\u8fd8\u4e0d\u591f\u597d\u3002\u6211\u4e0d\u8fd9\u4e48\u8ba4\u4e3a\uff0c\u56e0\u4e3a\u6211\u4eec\u770b\u5230\u7684\u662f\uff0c\u5f88\u591a\u4eba\u5728\u6a21\u578b\u4e4b\u4e0a\u6295\u5165\u4e86\u5927\u91cf\u7684\u5de5\u7a0b\u52aa\u529b\uff0c\u53ef\u4ee5\u79f0\u4e4b\u4e3a\u8ba4\u77e5\u67b6\u6784\uff0c\u5305\u62ec\u8ba1\u5212\u548c\u63a8\u7406\u7b49\u3002<\/p>\n \u4eba\u4eec\u7528\u4e0d\u540c\u7684\u540d\u5b57\u6765\u63cf\u8ff0\u8fd9\u4e9b\u4e1c\u897f\uff0c\u4f46\u57fa\u672c\u4e0a\u5c31\u662f\u4f60\u5728\u6a21\u578b\u4e4b\u4e0a\u6240\u505a\u7684\u5de5\u7a0b\u3002\u5f53\u4eba\u4eec\u5728\u8fd9\u65b9\u9762\u6295\u5165\u5927\u91cf\u52aa\u529b\u65f6\uff0c\u4ed6\u4eec\u6700\u7ec8\u4f1a\u521b\u9020\u51fa\u975e\u5e38\u795e\u5947\u7684\u4f53\u9a8c\u3002<\/p>\n \u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6211\u77e5\u9053 Meta \u7684\u56e2\u961f\u5c31\u5728\u8fd9\u91cc\uff0c\u4ed6\u4eec\u5728\u522b\u4eba\u7684\u57fa\u7840\u6a21\u578b\u4e0a\u8fdb\u884c\u5f00\u53d1\uff0c\u4f46\u4ed6\u4eec\u5728\u8ba4\u77e5\u67b6\u6784\u65b9\u9762\u6295\u5165\u4e86\u5f88\u591a\u7cbe\u529b\u3002\u7ed3\u679c\u662f\uff0c\u4ed6\u4eec\u5728\u4e00\u5468\u524d\u53d1\u5e03\u4e86\u4e00\u4e2a\u65b0\u7684\u8bb0\u5f55\uff0c\u6253\u7834\u4e86\u5f88\u591a\u4eba\u5173\u6ce8\u7684\u6d4b\u8bd5\u6807\u51c6\uff0c\u6211\u4eec\u8d8a\u6765\u8d8a\u591a\u5730\u770b\u5230\u8fd9\u79cd\u60c5\u51b5\u3002<\/p>\n \u6211\u4eec\u601d\u8003\u7684\u4e00\u4e2a\u5e73\u884c\u5b87\u5b99\u7684\u5047\u8bbe\u662f\uff0c\u5982\u679c\u4f60\u51bb\u7ed3\u4e86\u4eca\u5929\u7684\u57fa\u7840\u6a21\u578b\u529f\u80fd\uff0c\u5e76\u5c06\u6240\u6709\u7684\u589e\u91cf\u7cbe\u529b\u6295\u5165\u5230\u4f18\u5316\u3001\u6613\u7528\u6027\u3001\u7ecf\u6d4e\u6027\u548c\u9876\u5c42\u5de5\u7a0b\u4e0a\uff0c\u6216\u8bb8\u5c06\u4e00\u4e9b\u52aa\u529b\u4ece\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u8f6c\u79fb\u5230\u6d4b\u8bd5\u65f6\u8ba1\u7b97\u4e0a\uff0c\u8fdb\u884c\u66f4\u591a\u7684\u8ba1\u5212\u548c\u63a8\u7406\uff0c\u5982\u679c\u4f60\u8fd9\u6837\u505a\u4e86\uff0c\u4f60\u80fd\u6539\u53d8\u591a\u5c11\u884c\u4e1a\uff1f\u7b54\u6848\u662f\u6240\u6709\u884c\u4e1a\u3002\u4eca\u5929\u7684\u80fd\u529b\u8db3\u4ee5\u6784\u5efa\u6570\u4e07\u4ebf\u7f8e\u5143\u7684\u65b0\u4e1a\u52a1\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u8fd9\u79cd\u601d\u8def\u662f\u5426\u9690\u542b\u4e86\u4e00\u4e2a\u9884\u6d4b\uff0c\u5373\u4f60\u8ba4\u4e3a GPT-5 \u53ca\u4ee5\u540e\u7684\u7248\u672c\u4e0d\u4f1a\u6709\u5927\u7684\u98de\u8dc3\uff1f\u6216\u8005\u4f60\u5bf9\u5b83\u4eec\u4f1a\u53d8\u5f97\u591a\u667a\u80fd\u6709\u4e00\u4e2a\u603b\u4f53\u770b\u6cd5\u5417\uff1f<\/p>\n Pat Grady<\/p>\n \u5927\u5bb6\u90fd\u5728\u5c3d\u529b\u731c\u6d4b\u4f1a\u53d1\u751f\u4ec0\u4e48\uff0c\u4ee5\u53ca\u6211\u4eec\u5728 GPT-5 \u4e2d\u4f1a\u770b\u5230\u4ec0\u4e48\u3002\u6709\u4e9b\u4e8b\u60c5\u662f\u5df2\u77e5\u7684\uff0c\u6709\u4e9b\u662f\u4e0d\u77e5\u9053\u7684\u3002\u4eba\u4eec\u8ba4\u4e3a\u4ed6\u4eec\u6709\u8bbf\u95ee\u6743\u9650\uff0c\u6216\u8005\u6211\u786e\u4fe1\u4e00\u65e6 GPT-5 \u53d1\u5e03\uff0c\u4f1a\u8ba9\u4eba\u4eec\u5927\u5403\u4e00\u60ca\uff0c\u8fd9\u662f\u6211\u7684\u6700\u4f73\u731c\u6d4b\u3002\u662f\u5426\u8fd9\u5bf9\u751f\u6001\u7cfb\u7edf\u6709\u597d\u5904\u8fd8\u662f\u4e00\u4e2a\u5f00\u653e\u7684\u95ee\u9898\u3002<\/p>\n \u6211\u4e4b\u6240\u4ee5\u8fd9\u4e48\u8bf4\uff0c\u662f\u56e0\u4e3a\u6211\u53ef\u80fd\u4f1a\u7c7b\u6bd4\u52a0\u5bc6\u8d27\u5e01\u3002\u5f88\u591a\u52a0\u5bc6\u8d27\u5e01\u521b\u59cb\u4eba\u4f1a\u8bf4\uff0c\u7ed9\u6211\u4eec\u63d0\u4f9b\u76d1\u7ba1\u89c4\u5219\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u77e5\u9053\u6e38\u620f\u89c4\u5219\u662f\u4ec0\u4e48\u3002\u540c\u6837\u5728AI\u9886\u57df\uff0c\u7ed9\u6211\u4eec\u4e00\u4e2a\u7a33\u5b9a\u7684\u6a21\u578b\uff0c\u8fd9\u6837\u6211\u4eec\u6bcf\u6b21\u65b0\u7248\u672c\u53d1\u5e03\u65f6\u5c31\u4e0d\u9700\u8981\u91cd\u505a\u6211\u4eec\u7684\u63d0\u793a\u4e86\u3002<\/p>\n \u6211\u4eec\u4e0d\u9700\u8981\u8ddf\u4e0a\u4e0d\u540c\u6a21\u578b\u4e0d\u65ad\u8fdb\u6b65\u7684\u6b65\u4f10\uff0c\u518d\u6b21\u91cd\u65b0\u5e73\u53f0\u5316\u3002\u5728\u6a21\u578b\u5c42\u9762\u4e0a\u7684\u4e00\u4e9b\u7a33\u5b9a\u6027\u5bf9\u751f\u6001\u7cfb\u7edf\u662f\u6709\u597d\u5904\u7684\uff0c\u56e0\u4e3a\u8fd9\u6837\u4f60\u53ef\u4ee5\u66f4\u5408\u7406\u5730\u9884\u6d4b\u4f60\u9700\u8981\u6784\u5efa\u4ec0\u4e48\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u5728\u6211\u4eec\u7684\u5386\u53f2\u7c7b\u6bd4\u4e2d\uff0c\u4f60\u5982\u4f55\u770b\u5f85\u73b0\u5728\u7684 Nvidia \uff1f<\/p>\n Pat Grady<\/strong><\/p>\n \u4f60\u662f\u8bf4\u4f60\u662f\u4e70\u5bb6\uff1f\u4f60\u53ef\u80fd\u662f\u5bf9\u7684\u3002\u6211\u7684\u89c6\u89d2\u662f\u5bfb\u627e\u62e5\u6709\u51e0\u767e\u4e07\u5ba2\u6237\u7684\u516c\u53f8\u3002\u6211\u559c\u6b22\u5bfb\u627e\u90a3\u4e9b\u6709\u51e0\u767e\u4e07\u6536\u5165\u7684\u516c\u53f8\uff0c\u770b\u770b\u5b83\u4eec\u662f\u5426\u80fd\u8fbe\u5230\u51e0\u5341\u4ebf\u7684\u6536\u5165\u3002\u8fd9\u66f4\u7b26\u5408\u6211\u7684\u4e1a\u52a1\u3002\u6211\u4eec\u56de\u5230\u4e92\u8054\u7f51\u8fc7\u6e21\u7684\u5206\u6790\u3002\u5728 AI \u9886\u57df\uff0c\u6211\u4eec\u73b0\u5728\u6240\u5904\u7684\u9636\u6bb5\u611f\u89c9\u5c31\u50cf\u662f 90 \u5e74\u4ee3\u672b\u3002<\/p>\n Netscape \u65f6\u523b\u662f 1996 \u5e74\uff0c\u5f53\u65f6\u4eba\u4eec\u610f\u8bc6\u5230\u4e92\u8054\u7f51\u7684\u529b\u91cf\u3002\u8fd9\u7c7b\u4f3c\u4e8e 20 22 \u5e74\u79cb\u5b63\u7684 ChatGPT \u65f6\u523b\u3002\u5feb\u8fdb\u51e0 \u5e74\uff0c\u5730\u7403\u4e0a\u6700\u6709\u4ef7\u503c\u7684\u516c\u53f8\u662f\u601d\u79d1\uff0c\u56e0\u4e3a\u4ed6\u4eec\u5728\u4e3a\u4e92\u8054\u7f51\u94fa\u8bbe\u8f68\u9053\u3002\u4eca\u5929\u601d\u79d1\u7684\u7c7b\u6bd4\u662f Nvidia \uff0c\u5b83\u662fAI\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u63d0\u4f9b\u5546\u3002<\/p>\n \u5f53\u4f60\u4e3a\u4e92\u8054\u7f51\u94fa\u8bbe\u8f68\u9053\u65f6\uff0c\u8fd9\u4e9b\u8f68\u9053\u7684\u4f7f\u7528\u5bff\u547d\u76f8\u5f53\u957f\u3002\u5f53\u4f60\u8fdb\u884c\u8bad\u7ec3\u8fd0\u884c\u65f6\uff0cGPU \u5728 24 \u4e2a\u6708\u5185\u6298\u65e7\uff0c\u5176\u4f7f\u7528\u5bff\u547d\u6709\u70b9\u4e0d\u540c\u3002<\/p>\n \u4f60\u53ef\u4ee5\u8bf4\u8fd9\u5bf9 Nvidia \u662f\u6709\u5229\u7684\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u4fdd\u6301\u4e00\u4e9b GPU\u3002\u4f60\u4e5f\u53ef\u4ee5\u8bf4\u8fd9\u5bf9\u90a3\u4e9b\u8d2d\u4e70\u8fd9\u4e9b GPU \u7684\u4eba\u662f\u4e0d\u5229\u7684\uff0c\u56e0\u4e3a\u4f60\u53ef\u80fd\u65e0\u6cd5\u4ece\u6240\u6709\u8fd9\u4e9b\u8d44\u672c\u652f\u51fa\u4e2d\u83b7\u5f97\u56de\u62a5\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u6211\u4eec\u8bad\u7ec3\u8fd9\u4e9b\u6a21\u578b\uff0c\u7136\u540e\u5728\u4ece\u4e2d\u83b7\u5229\u4e4b\u524d\u5c31\u9700\u8981\u6784\u5efa\u4e0b\u4e00\u4e2a\u3002\u8fd9\u662f\u4e00\u4e2a\u5927\u95ee\u9898\uff0c\u4f46\u6211\u60f3\u8bf4\uff0c\u8bad\u7ec3\u5230\u63a8\u7406\u7684\u8f6c\u53d8\u6709\u5f88\u591a\u4e8b\u60c5\u8981\u8003\u8651\u3002\u6211\u4eec\u662f\u5426\u4f1a\u4ece\u5927\u91cf\u8bad\u7ec3\u8f6c\u5411\u66f4\u591a\u63a8\u7406\uff1f<\/p>\n \u90e8\u5206\u662f\u56e0\u4e3a\u6a21\u578b\u672c\u8eab\uff0c\u6211\u4eec\u8bad\u7ec3\u5f97\u5c11\u4e86\uff0c\u57fa\u7840\u6a21\u578b\u4e4b\u95f4\u7684\u7ade\u4e89\u4e5f\u5c11\u4e86\uff1f\u90e8\u5206\u662f\u56e0\u4e3a\u6709\u7528\u7684\u5e94\u7528\u7a0b\u5e8f\u6b63\u5728\u8fd0\u884c\u63a8\u7406\uff1f\u4f60\u5bf9\u8bad\u7ec3\u5230\u63a8\u7406\u8f6c\u53d8\u7684\u95ee\u9898\u6709\u4ec0\u4e48\u603b\u4f53\u770b\u6cd5\uff1f<\/p>\n Pat Grady<\/strong><\/p>\n \u603b\u4f53\u800c\u8a00\uff0c\u5df2\u7ecf\u8fdb\u884c\u7684\u8bad\u7ec3\u91cf\u53ef\u80fd\u6bd4\u6211\u4eec\u9700\u8981\u7684\u591a\u3002\u56de\u5230\u6211\u5bf9\u4f18\u5316\u8c03\u4f18\u7684\u89c2\u70b9\uff0c\u5de5\u7a0b\u89e3\u51b3\u65b9\u6848\u5728\u57fa\u7840\u6a21\u578b\u4e4b\u4e0a\u3002\u4eca\u5929\u65e9\u4e9b\u65f6\u5019\u7684\u8bc4\u8bba\u63d0\u5230\uff0cPhD \u5df2\u7ecf\u6210\u4e3a\u4e00\u79cd\u8d27\u5e01\uff0c\u5f88\u591a\u4eba\u8ba4\u4e3a\u4ed6\u4eec\u9700\u8981\u5782\u76f4\u6574\u5408\uff0c\u81ea\u5df1\u8bad\u7ec3\u6a21\u578b\u3002\u90e8\u5206\u539f\u56e0\u662f\u8fd9\u5f88\u6709\u5438\u5f15\u529b\u3002<\/p>\n \u4ece\u5b9e\u9645\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u5df2\u7ecf\u6709\u8db3\u591f\u7684\u6a21\u578b\u88ab\u8bad\u7ec3\u51fa\u6765\uff0c\u4f60\u53ef\u4ee5\u6784\u5efa\u5404\u79cd\u4f1f\u5927\u7684\u4f53\u9a8c\u3002\u4eba\u4eec\u4f1a\u5f00\u59cb\u610f\u8bc6\u5230\u8fd9\u4e00\u70b9\u3002\u6211\u4eec\u5c06\u5f88\u5feb\u4ece\u8bad\u7ec3\u9636\u6bb5\u8f6c\u5411\u63a8\u7406\u9636\u6bb5\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u4f60\u662f Harvey \u8fd9\u5bb6 AI \u521d\u521b\u516c\u53f8\u7684\u5927\u6295\u8d44\u8005\u3002\u8c08\u8c08\u8fd9\u5982\u4f55\u4e0e\u4f60\u5bf9\u6700\u4f73\u5e94\u7528\u7a0b\u5e8f\u6240\u5728\u9886\u57df\u7684\u603b\u4f53\u770b\u6cd5\u76f8\u5951\u5408\u3002<\/p>\n Pat Grady<\/strong><\/p>\n \u6211\u4eec\u8bd5\u56fe\u4ece\u5386\u53f2\u4e2d\u5438\u53d6\u6559\u8bad\u3002\u4e92\u8054\u7f51\u7684\u7c7b\u6bd4\u5728\u67d0\u4e9b\u65b9\u9762\u662f\u597d\u7684\uff0c\u4e91\u8ba1\u7b97\u7684\u7c7b\u6bd4\u5728\u67d0\u4e9b\u65b9\u9762\u4e5f\u662f\u597d\u7684\u3002\u4e91\u8ba1\u7b97\u7684\u7c7b\u6bd4\u5728\u8fd9\u91cc\u5f88\u6709\u7528\uff0c\u56e0\u4e3a\u5c31\u50cf\u4e91\u8ba1\u7b97\u4e00\u6837\uff0cAI \u662f\u4e00\u79cd\u6280\u672f\u6a21\u7cca\u5730\u5e26\uff0c\u80fd\u591f\u542f\u7528\u65b0\u7684\u5206\u53d1\u6a21\u5f0f\u548c\u65b0\u7684\u5546\u4e1a\u6a21\u5f0f\uff0c\u4f46\u5b83\u672c\u8eab\u5e76\u4e0d\u662f\u4e00\u4e2a\u6d88\u8d39\u8005\u524d\u7aef\u3002\u867d\u7136\u6709\u50cf ChatGPT \u8fd9\u6837\u7684\u6d88\u8d39\u8005\u524d\u7aef\u5f62\u5f0f\uff0c\u4f46\u5b83\u672c\u8eab\u5e76\u4e0d\u662f\u4e00\u4e2a\u6d88\u8d39\u8005\u524d\u7aef\u3002<\/p>\n \u6211\u63d0\u5230 Harvey \u65f6\u63d0\u5230\u8fd9\u4e00\u70b9\uff0c\u56e0\u4e3a\u6709\u4e00\u79cd\u89c2\u70b9\u8ba4\u4e3a\uff0c\u5982\u679c\u6211\u4eec\u8981\u7c7b\u6bd4\u4e91\u8ba1\u7b97\u7684\u8f6c\u53d8\uff0c\u90a3\u4e48\u5728\u4e91\u8ba1\u7b97\u8f6c\u53d8\u4e2d\u9700\u8981\u505a\u7684\u4e8b\u60c5\u5c31\u662f\u627e\u5230\u90a3\u4e2a\u6700\u521d\u7684\u672c\u5730\u8f6f\u4ef6\u516c\u53f8\uff0c\u6784\u5efa\u5176\u4e91\u8ba1\u7b97\u7b49\u6548\u4ea7\u54c1\u3002\u800c\u90a3\u786e\u5b9e\u5728\u90a3\u4e2a\u65f6\u4ee3\u975e\u5e38\u594f\u6548\u3002<\/p>\n \u4eca\u5929\u9700\u8981\u505a\u7684\u4e8b\u60c5\u975e\u5e38\u4e0d\u540c\u3002\u4e0d\u662f\u627e\u5230\u8f6f\u4ef6\u516c\u53f8\u5e76\u6784\u5efa\u5176AI\u539f\u751f\u7248\u672c\uff0c\u800c\u662f\u627e\u5230\u670d\u52a1\u884c\u4e1a\u5e76\u901a\u8fc7 AI \u8d4b\u80fd\u5b83\u3002\u5982\u679c\u4f60\u5217\u51fa\u90a3\u4e9b\u4ece\u80fd\u529b\u89d2\u5ea6\u6765\u770b\u89c4\u6a21\u5e9e\u5927\u7684\u670d\u52a1\u884c\u4e1a\uff0c\u6cd5\u5f8b\u662f\u6392\u5728\u9996\u4f4d\u7684\u3002<\/p>\n \u4ec5\u5728\u7f8e\u56fd\uff0c\u6cd5\u5f8b\u884c\u4e1a\u7684 TAM \u5c31\u8fbe\u5230\u4e86 4000 \u4ebf\u7f8e\u5143\uff0c\u800c\u4e14\u6cd5\u5f8b\u754c\u7684\u5927\u90e8\u5206\u5de5\u4f5c\u662f\u6587\u672c\u8f93\u5165\u548c\u6587\u672c\u8f93\u51fa\uff0c\u8fd9\u4e9b\u6b63\u662f\u8fd9\u4e9b\u6a21\u578b\u64c5\u957f\u7684\u5730\u65b9\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u6211\u89c9\u5f97\u6211\u8bfb\u5230\u4e86\u4e00\u4efd\u62a5\u544a\uff0c\u8bf4\u9ea6\u80af\u9521\u4f3c\u4e4e\u5728\u751f\u6210\u5f0fAI\u70ed\u6f6e\u4e2d\u8d5a\u7684\u94b1\u6bd4\u5176\u4ed6\u4efb\u4f55\u4eba\u90fd\u591a\u3002<\/p>\n Pat Grady<\/strong><\/p>\n \u4f46\u90a3\u6b63\u662f\u91cd\u70b9\u3002\u4f60\u6709\u6cd5\u5f8b\u3001\u6709\u54a8\u8be2\u3001\u6709\u4f1a\u8ba1\u3001\u6709\u7c3f\u8bb0\uff0c\u8fd9\u4e9b\u90fd\u662f\u8d44\u672c\u5bc6\u96c6\u578b\u7684\u884c\u4e1a\u3002\u6211\u4eec\u4f1a\u770b\u5230\u4e00\u6ce2\u7c7b\u4f3c Harvey \u7684\u516c\u53f8\uff0c\u5b83\u4eec\u5728\u67d0\u4e9b\u65b9\u9762\u662f\u8f85\u52a9\u9a7e\u9a76\u5458\uff0c\u4f5c\u4e3a\u73b0\u6709\u884c\u4e1a\u7684\u52a9\u624b\uff0c\u5728\u67d0\u4e9b\u65b9\u9762\u662f\u81ea\u52a8\u9a7e\u9a76\u4eea\uff0c\u4f5c\u4e3a\u6269\u5c55 TAM \u7684\u670d\u52a1\u3002<\/p>\n \u5bf9\u4e8e Harvey \u548c\u53ef\u80fd\u5f88\u591a\u8fd9\u6837\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u4f60\u4e0d\u4f1a\u7528 Harvey \u66ff\u4ee3 Kirkland and Ellis\uff0c\u4f46\u6709\u6570\u4ee5\u4ebf\u8ba1\u7684\u4eba\u65e0\u6cd5\u83b7\u5f97Kirkland and Ellis\u7684\u670d\u52a1\uff0c\u4ed6\u4eec\u5e0c\u671b\u6709\u4e00\u5929\u80fd\u591f\u83b7\u5f97 Harvey \u7684\u670d\u52a1\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u6700\u597d\u7684\u6700\u597d\u7684\u3002\u4f60\u5728\u56de\u7b54\u4e2d\u63d0\u5230\u4e86\u4e00\u70b9\uff0c\u5373\u5c06\u66ff\u4ee3\u98ce\u9669\u6295\u8d44\u3002\u6211\u4eca\u5929\u548c Marco Egoldman \u8c08\u8fc7\uff0c\u4ed6\u7684\u610f\u601d\u662f\uff0c\u6211\u4eec\u8ba4\u4e3a\u5b83\u4f1a\u6709\u52a9\u4e8e\u4ea4\u6613\uff0c\u4f46\u76ee\u524d\u8fd8\u4e0d\u80fd\u53d6\u4ee3\u4ea4\u6613\u3002\u4eca\u5929\u7684\u4ea4\u6613\u51b3\u7b56\u548c\u83b7\u53d6 alpha\u3002\u4f5c\u4e3a\u4e00\u5bb6\u98ce\u9669\u6295\u8d44\u516c\u53f8\uff0c\u4f60\u4eec\u5728\u4f7f\u7528\u8bed\u8a00\u6a21\u578b\u6765\u66f4\u6210\u529f\u5730\u6295\u8d44\u65b9\u9762\u5904\u4e8e\u4ec0\u4e48\u4f4d\u7f6e\uff1f<\/p>\n Pat Grady<\/strong><\/p>\n \u5f88\u591a \u5e74\u524d\uff0c\u6211\u4eec\u610f\u8bc6\u5230\uff0c\u5982\u679c\u8f6f\u4ef6\u80fd\u541e\u566c\u4e16\u754c\uff0c\u5b83\u53ef\u80fd\u4e5f\u4f1a\u541e\u566c\u6211\u4eec\u3002\u73b0\u5728\uff0cAI\u53ef\u80fd\u4e5f\u4f1a\u541e\u566c\u6211\u4eec\u3002\u6240\u4ee5\u5f88\u591a \u5e74\u524d\u6211\u4eec\u51b3\u5b9a\u8bd5\u56fe\u5f04\u6e05\u695a\u8fd9\u4f1a\u662f\u4ec0\u4e48\u6837\u5b50\uff0c\u5e76\u6210\u4e3a\u4e00\u5bb6 AI \u6216\u8f6f\u4ef6\u8d4b\u80fd\u7684\u98ce\u9669\u6295\u8d44\u516c\u53f8\uff0c\u800c\u4e0d\u662f\u88ab\u5176\u4ed6\u8fd9\u6837\u505a\u7684\u4eba\u6240\u6253\u8d25\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u6709\u4e00\u4e2a\u76f8\u5f53\u590d\u6742\u7684\u7cfb\u7edf\uff0c\u7c7b\u4f3c\u4e8e\u4e00\u4e2a\u667a\u80fdCRM\u7cfb\u7edf\u3002<\/p>\n \u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6211\u4eec\u5bf9\u4e00\u4e2a\u4ece\u672a\u89c1\u8fc7\u7684\u516c\u53f8\u7684\u4e86\u89e3\u6bd4 15 \u5e74\u524d\u505a\u51fa\u6700\u7ec8\u6295\u8d44\u51b3\u7b56\u65f6\u7684\u4fe1\u606f\u8fd8\u8981\u591a\uff0c\u56e0\u4e3a\u6709\u5f88\u591a\u4fe1\u606f\u53ef\u4ee5\u83b7\u53d6\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u6295\u8d44\u8005\uff0c\u4f60\u7684\u4e3b\u8981\u5de5\u4f5c\u4e4b\u4e00\u662f\u7814\u7a76\u4e0d\u540c\u7684\u516c\u53f8\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u82b1\u51e0\u5929\u65f6\u95f4\u9605\u8bfb\u4e92\u8054\u7f51\u4e0a\u5173\u4e8e\u516c\u53f8\u7684\u6240\u6709\u4fe1\u606f\uff0c\u4ee5\u4e86\u89e3\u4e1a\u52a1\u3002<\/p>\n \u6211\u4eec\u4e0d\u9700\u8981\u82b1\u51e0\u5929\u65f6\u95f4\uff0c\u56e0\u4e3a\u6211\u4eec\u6709 LLM \u6765\u4e3a\u6211\u4eec\u505a\u8fd9\u4e9b\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u53ea\u9700\u5728\u7cfb\u7edf\u4e2d\u67e5\u627e\u516c\u53f8\uff0c\u5c31\u53ef\u4ee5\u81ea\u52a8\u603b\u7ed3\u6240\u6709\u5df2\u77e5\u7684\u4fe1\u606f\uff0c\u4e0d\u4ec5\u662f\u516c\u5171\u4e92\u8054\u7f51\uff0c\u8fd8\u5305\u62ec\u6211\u4eec\u8bbf\u95ee\u7684\u4e00\u4e9b\u4ed8\u8d39\u5899\u540e\u7684\u4fe1\u606f\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u81ea\u52a8\u8bf4\u51fa\u8fd9\u5bb6\u516c\u53f8\u505a\u4e86\u4ec0\u4e48\uff0c\u4e3a\u4ec0\u4e48\u4eba\u4eec\u559c\u6b22\u5b83\uff0c\u4e3a\u4ec0\u4e48\u4eba\u4eec\u4e0d\u559c\u6b22\u5b83\uff0c\u6211\u4eec\u53d1\u73b0\u7684\u4e00\u4e9b\u6307\u6807\uff0c\u4ee5\u53ca\u89e3\u91ca\u8fd9\u4e9b\u6307\u6807\u7684\u4e00\u4e9b\u4e8b\u60c5\u3002<\/p>\n \u901a\u8fc7\u4e00\u4e2a\u57fa\u4e8e\u804a\u5929\u7684\u754c\u9762\u3002\u6211\u4eec\u5efa\u7acb\u4e86\u5404\u79cd\u4e0d\u540c\u7684\u754c\u9762\u3002\u5927\u90e8\u5206\u5c31\u50cf\u662f\u4e00\u4e2a\u4e30\u5bcc\u7684\u516c\u53f8\u6863\u6848\uff0c\u4f60\u53ef\u4ee5\u4ece\u90a3\u91cc\u5f00\u59cb\u67e5\u8be2\u3002<\/p>\n Eric Newcomer<\/strong><\/p>\n \u4f60\u8ba4\u4e3a AI \u6709\u53ef\u80fd\u98a0\u8986\u98ce\u9669\u6295\u8d44\u7684\u54ea\u4e9b\u90e8\u5206\uff1f<\/p>\n Pat Grady<\/strong><\/p>\n \u57fa\u672c\u7684\u4ef7\u503c\u94fe\u5927\u81f4\u5206\u4e3a\uff1a\u53d1\u73b0\u3001\u6311\u9009\u3001\u8d62\u5f97\u3001\u5efa\u8bbe\u548c\u6536\u83b7\u3002\u53d1\u73b0\u9636\u6bb5\uff0c\u4f60\u4e0d\u80fd\u8981\u6c42LLM\u5728\u4efb\u4f55\u6709\u610f\u4e49\u7684\u65b9\u5f0f\u4e0a\u5efa\u7acb\u4e0e\u521b\u59cb\u4eba\u7684\u5173\u7cfb\uff0c\u4f46\u4f60\u53ef\u4ee5\u8981\u6c42 AI \u505a\u5f88\u591a\u5176\u4ed6\u90e8\u5206\u7684\u5de5\u4f5c\u3002\u6240\u4ee5\u8fd9\u662f\u4e00\u4e2a\u4ef7\u503c\u94fe\u7684\u4e00\u90e8\u5206\uff0c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u5927\u90e8\u5206\u5c06\u662f\u7a0b\u5e8f\u5316\u7684\u3002<\/p>\n \u8fd9\u4e5f\u6709\u52a9\u4e8e\u6311\u9009\uff0c\u56e0\u4e3a\u5f88\u591a\u5bf9\u53d1\u73b0\u6709\u7528\u7684\u4e1c\u897f\u6709\u52a9\u4e8e\u4f18\u5316\u4f60\u7684\u51b3\u7b56\u3002\u6240\u4ee5\u8fd9\u90e8\u5206\u4e5f\u4f1a\u662f\u7a0b\u5e8f\u5316\u7684\u3002\u8d62\u5f97\u90e8\u5206\u662f\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u4ea4\u6d41\uff0c\u8fd9\u90e8\u5206\u4e0d\u592a\u53ef\u80fd\u88ab\u81ea\u52a8\u5316\u3002\u5efa\u8bbe\u90e8\u5206\u53ef\u80fd\u662f\u534a\u81ea\u52a8\u5316\uff0c\u6709\u4e9b\u4e8b\u60c5\u4f60\u53ef\u4ee5\u5728\u90a3\u91cc\u505a\uff0c\u6709\u4e9b\u4e8b\u60c5\u662f\u4eba\u7c7b\u7684\uff0c\u7136\u540e\u662f\u6536\u83b7\u9636\u6bb5\u53ef\u80fd\u4e0d\u591a\u3002<\/p>\n 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