{"id":5380,"date":"2024-12-20T10:56:12","date_gmt":"2024-12-20T02:56:12","guid":{"rendered":"https:\/\/nullthought.net\/?p=5380"},"modified":"2025-02-23T11:08:36","modified_gmt":"2025-02-23T03:08:36","slug":"andrej-karpathy%e5%88%86%e4%ba%ab%e5%af%b9%e8%87%aa%e5%8a%a8%e9%a9%be%e9%a9%b6%e3%80%81%e6%9c%ba%e5%99%a8%e4%ba%ba%e6%8a%80%e6%9c%af%e3%80%81ai%e6%95%99%e8%82%b2%e4%bb%a5%e5%8f%8a%e4%ba%ba%e7%b1%bb","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=5380","title":{"rendered":"Andrej Karpathy\u5206\u4eab\u5bf9\u81ea\u52a8\u9a7e\u9a76\u3001\u673a\u5668\u4eba\u6280\u672f\u3001AI\u6559\u80b2\u4ee5\u53ca\u4eba\u7c7b\u4e0eAI\u878d\u5408\u7684\u770b\u6cd5"},"content":{"rendered":"\n<p>\u8fd1\u65e5\uff0cAI\u5927\u795eAndrej Karpathy\u63a5\u53d7Youtube\u9891\u9053<strong><a href=\"https:\/\/www.youtube.com\/@NoPriorsPodcast\" target=\"_blank\" rel=\"noreferrer noopener\">No Priors<\/a><\/strong>\u8bbf\u8c08\uff0c<a href=\"https:\/\/www.youtube.com\/watch?v=hM_h0UA7upI\" target=\"_blank\" rel=\"noreferrer noopener\">\u5206\u4eab\u4e86\u4ed6\u5728\u591a\u4e2a\u524d\u6cbf\u9886\u57df\u7684\u6df1\u5165\u601d\u8003\uff0c\u5c24\u5176\u662f\u5728\u81ea\u52a8\u9a7e\u9a76\u3001\u673a\u5668\u4eba\u6280\u672f\u3001AI\u6559\u80b2\u4ee5\u53ca\u4eba\u7c7b\u4e0eAI\u878d\u5408\u7684\u672a\u6765\u5c55\u671b\u65b9\u9762<\/a>\u3002<\/p>\n\n\n\n<p>Andrej\u56de\u987e\u4e86\u4ed6\u5728Tesla Autopilot\u9879\u76ee\u4e2d\u7684\u5de5\u4f5c\u7ecf\u5386\uff0c\u5e76\u5bf9\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7684\u73b0\u72b6\u8fdb\u884c\u4e86\u6df1\u523b\u5256\u6790\u3002\u4ed6\u63d0\u5230\uff0c\u76ee\u524d\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\uff0cTesla\u4e0eWaymo\u6709\u7740\u660e\u663e\u7684\u4e0d\u540c\u8def\u5f84\u3002<strong>Tesla\u66f4\u591a\u4f9d\u8d56\u8f6f\u4ef6\u4f18\u5316<\/strong>\uff0c\u901a\u8fc7\u57fa\u4e8e\u89c6\u89c9\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u6765\u5b9e\u73b0\u81ea\u52a8\u9a7e\u9a76\uff0c\u800cWaymo\u5219\u4f9d\u8d56\u6602\u8d35\u7684\u786c\u4ef6\uff0c\u5982\u6fc0\u5149\u96f7\u8fbe\u548c\u5176\u4ed6\u4f20\u611f\u5668\u3002Andrej\u8ba4\u4e3a\uff0cTesla\u7684\u4f18\u52bf\u5728\u4e8e\u5176\u89c4\u6a21\u5316\u90e8\u7f72\u548c\u8f6f\u4ef6\u7684\u4e0d\u65ad\u4f18\u5316\uff0c\u8fd9\u4f7f\u5f97\u4ed6\u4eec\u80fd\u591f\u5728\u5168\u7403\u8303\u56f4\u5185\u8fc5\u901f\u6536\u96c6\u5927\u91cf\u6570\u636e\uff0c\u4ece\u800c\u4e0d\u65ad\u63d0\u9ad8\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\u800cWaymo\u5219\u9762\u4e34\u7740\u786c\u4ef6\u6210\u672c\u548c\u6269\u5c55\u89c4\u6a21\u7684\u6311\u6218\uff0c\u5c3d\u7ba1\u5176\u786c\u4ef6\u5728\u67d0\u4e9b\u573a\u666f\u4e0b\u7684\u8868\u73b0\u4f18\u5f02\uff0c\u4f46\u5176\u9ad8\u6602\u7684\u6210\u672c\u4f7f\u5f97\u6280\u672f\u7684\u666e\u53ca\u53d8\u5f97\u66f4\u52a0\u56f0\u96be\u3002\u5173\u4e8e\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7684\u666e\u53ca\uff0cAndrej\u8ba4\u4e3a\uff0c\u867d\u7136\u6211\u4eec\u76ee\u524d\u53ef\u4ee5\u770b\u5230\u4e00\u4e9b\u5546\u4e1a\u5316\u7684\u81ea\u52a8\u9a7e\u9a76\u8f66\u8f86\u5728\u7279\u5b9a\u533a\u57df\u5185\u8fd0\u8425\uff0c\u4f46\u771f\u6b63\u7684\u5168\u7403\u5316\u666e\u53ca\u4ecd\u7136\u9762\u4e34\u5de8\u5927\u7684\u6311\u6218\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u7684\u95ee\u9898\uff0c\u8fd8\u6709\u6cd5\u89c4\u3001\u57fa\u7840\u8bbe\u65bd\u4ee5\u53ca\u516c\u4f17\u63a5\u53d7\u5ea6\u7b49\u591a\u65b9\u9762\u7684\u969c\u788d\u3002\u8981\u4ece\u6f14\u793a\u5230\u5168\u7403\u5316\u90e8\u7f72\uff0c\u4f9d\u7136\u9700\u8981\u65f6\u95f4\u3002<\/p>\n\n\n\n<p>\u8c08\u5230\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7684\u8fdb\u5c55\uff0cAndrej\u63d0\u5230\uff0c\u4ed6\u66fe\u4eb2\u81ea\u4f53\u9a8c\u8fc7Tesla\u7684\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\uff0c\u5e76\u4e14\u5728\u8fc7\u53bb\u51e0\u5e74\u4e2d\uff0c\u8be5\u7cfb\u7edf\u5df2\u7ecf\u53d6\u5f97\u4e86\u663e\u8457\u7684\u8fdb\u5c55\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u4ed6\u8ba4\u4e3a\uff0c\u771f\u6b63\u7684\u7a81\u7834\u6027\u8fdb\u5c55\u4ecd\u7136\u9700\u8981\u514b\u670d\u8f6f\u4ef6\u548c\u786c\u4ef6\u4e4b\u95f4\u7684\u6df1\u5c42\u6b21\u95ee\u9898\uff0c\u5e76\u89e3\u51b3\u5982\u4f55\u5728\u66f4\u590d\u6742\u7684\u73af\u5883\u4e2d\u5b89\u5168\u3001\u7a33\u5b9a\u5730\u90e8\u7f72\u8fd9\u4e9b\u7cfb\u7edf\u3002\u4ed6\u8fdb\u4e00\u6b65\u5f3a\u8c03\uff0cTesla\u5728\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u4e0a\u4ecd\u7136\u9762\u4e34\u7740\u201c\u8f6f\u4ef6\u95ee\u9898\u201d\uff0c\u800cWaymo\u5219\u9762\u4e34\u7740\u201c\u786c\u4ef6\u95ee\u9898\u201d\u3002Andrej\u8ba4\u4e3a\uff0c\u8f6f\u4ef6\u95ee\u9898\u76f8\u5bf9\u66f4\u5bb9\u6613\u89e3\u51b3\uff0c\u800c\u786c\u4ef6\u95ee\u9898\u5219\u9700\u8981\u66f4\u5927\u7684\u6295\u5165\u548c\u957f\u671f\u7684\u6280\u672f\u8fed\u4ee3\u3002\u4ed6\u8ba4\u4e3a\uff0c\u5982\u679cTesla\u80fd\u591f\u6210\u529f\u5730\u5c06\u5176\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u63a8\u5411\u6210\u719f\uff0c\u5e76\u89e3\u51b3\u8fd9\u4e9b\u74f6\u9888\uff0c\u90a3\u4e48\u8fd9\u5c06\u662f\u4e00\u6b21\u91cd\u5927\u7684\u7a81\u7834\u3002<\/p>\n\n\n\n<p>\u5728\u8c08\u5230Tesla\u7684<a href=\"https:\/\/nullthought.net\/?p=5023\" target=\"_blank\" rel=\"noreferrer noopener\">Optimus\u4eba\u5f62\u673a\u5668\u4eba<\/a>\u65f6\uff0cAndrej\u5206\u4eab\u4e86\u4ed6\u5bf9\u673a\u5668\u4eba\u6280\u672f\u672a\u6765\u7684\u770b\u6cd5\u3002\u4ed6\u63d0\u5230\uff0cTesla\u5e76\u4e0d\u662f\u4e00\u5bb6\u516c\u53f8\u4e13\u6ce8\u4e8e\u5236\u9020\u6c7d\u8f66\uff0c\u800c\u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u5927\u89c4\u6a21\u751f\u4ea7\u673a\u5668\u4eba\u6280\u672f\u7684\u516c\u53f8\u3002Andrej\u8ba4\u4e3a\uff0c\u6c7d\u8f66\u548c\u673a\u5668\u4eba\u5728\u6280\u672f\u4e0a\u6709\u8bb8\u591a\u76f8\u4f3c\u4e4b\u5904\uff0c\u5c24\u5176\u662f\u5728\u611f\u77e5\u3001\u63a7\u5236\u548c\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u3002\u56e0\u6b64\uff0cTesla\u5728\u751f\u4ea7\u6c7d\u8f66\u65f6\u79ef\u7d2f\u7684\u6280\u672f\u7ecf\u9a8c\u53ef\u4ee5\u76f4\u63a5\u8f6c\u79fb\u5230\u673a\u5668\u4eba\u9886\u57df\u3002\u4ed6\u900f\u9732\uff0cTesla\u7684\u4eba\u5f62\u673a\u5668\u4ebaOptimus\u5728\u65e9\u671f\u7248\u672c\u4e2d\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86\u4e0e\u6c7d\u8f66\u76f8\u540c\u7684\u8ba1\u7b97\u673a\u548c\u6444\u50cf\u5934\uff0c\u5e76\u4e14\u80fd\u591f\u5229\u7528\u6c7d\u8f66\u7684\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u57fa\u672c\u7684\u79fb\u52a8\u548c\u611f\u77e5\u3002\u5c3d\u7ba1\u4eba\u5f62\u673a\u5668\u4eba\u548c\u6c7d\u8f66\u5728\u67d0\u4e9b\u65b9\u9762\u6709\u6240\u4e0d\u540c\uff0c\u4f46\u5927\u591a\u6570\u6280\u672f\u548c\u786c\u4ef6\u90fd\u53ef\u4ee5\u5171\u4eab\u548c\u590d\u7528\u3002\u56e0\u6b64\uff0cAndrej\u8ba4\u4e3a\uff0cTesla\u5728\u4eba\u5f62\u673a\u5668\u4eba\u9886\u57df\u7684\u6280\u672f\u8fdb\u5c55\u4e0d\u4f1a\u50cf\u5f88\u591a\u4eba\u60f3\u8c61\u7684\u90a3\u6837\u56f0\u96be\u3002<\/p>\n\n\n\n<p>\u4e0d\u8fc7\uff0cAndrej\u4e5f\u6307\u51fa\uff0c\u4eba\u5f62\u673a\u5668\u4eba\u76ee\u524d\u7684\u5e94\u7528\u8fd8\u4e0d\u6210\u719f\uff0c\u5c24\u5176\u662f\u5728\u52a8\u4f5c\u63a7\u5236\u548c\u4e0e\u4eba\u7c7b\u4ea4\u4e92\u65b9\u9762\u3002\u4ed6\u8ba4\u4e3a\uff0c\u5c3d\u7ba1\u673a\u5668\u4eba\u5728\u672a\u6765\u53ef\u80fd\u4f1a\u88ab\u5e94\u7528\u5230\u5bb6\u5ead\u9886\u57df\uff0c\u4f46\u6700\u521d\u7684\u5e94\u7528\u5c06\u4e3b\u8981\u96c6\u4e2d\u5728\u5de5\u4e1a\u9886\u57df\uff0c\u5982\u6750\u6599\u5904\u7406\u548c\u4ed3\u50a8\u7ba1\u7406\u7b49\u3002\u5728\u8c08\u5230\u4eba\u5f62\u673a\u5668\u4eba\u8bbe\u8ba1\u65f6\uff0cAndrej\u8ba4\u4e3a\u4eba\u5f62\u5f62\u5f0f\u5177\u6709\u72ec\u7279\u7684\u4f18\u52bf\uff0c\u56e0\u4e3a\u4eba\u7c7b\u793e\u4f1a\u662f\u56f4\u7ed5\u4eba\u7c7b\u9700\u6c42\u548c\u6d3b\u52a8\u8bbe\u8ba1\u7684\uff0c\u673a\u5668\u4eba\u5982\u679c\u80fd\u591f\u6a21\u4eff\u4eba\u7c7b\u7684\u5f62\u6001\uff0c\u5c06\u80fd\u591f\u66f4\u597d\u5730\u9002\u5e94\u73b0\u6709\u7684\u73af\u5883\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u4ed6\u4e5f\u627f\u8ba4\uff0c\u4eba\u5f62\u673a\u5668\u4eba\u5728\u5b8c\u6210\u67d0\u4e9b\u4efb\u52a1\u65f6\u53ef\u80fd\u5e76\u975e\u6700\u4f18\u9009\u62e9\uff0c\u4f8b\u5982\uff0c\u5728\u4e00\u4e9b\u9700\u8981\u8d85\u4eba\u529b\u91cf\u6216\u7cbe\u5ea6\u7684\u4efb\u52a1\u4e2d\uff0c\u5176\u4ed6\u5f62\u6001\u7684\u673a\u5668\u4eba\u53ef\u80fd\u66f4\u4e3a\u9ad8\u6548\u3002<\/p>\n\n\n\n<p>\u5728\u8ba8\u8bba\u673a\u5668\u4eba\u6280\u672f\u7684\u73b0\u6709\u6311\u6218\u65f6\uff0cAndrej\u63d0\u5230\uff0c\u4eba\u5f62\u673a\u5668\u4eba\u9762\u4e34\u7684\u4e3b\u8981\u6280\u672f\u74f6\u9888\u4e4b\u4e00\u662f\u201c\u4e0b\u80a2\u63a7\u5236\u201d\uff0c\u5373\u5982\u4f55\u8ba9\u673a\u5668\u4eba\u50cf\u4eba\u7c7b\u4e00\u6837\u7a33\u5b9a\u5730\u884c\u8d70\u3002\u4ed6\u8868\u793a\uff0c\u4e0b\u80a2\u63a7\u5236\u66f4\u591a\u4f9d\u8d56\u4e8e\u7269\u7406\u63a7\u5236\u7406\u8bba\uff0c\u6bd4\u5982\u5012\u7acb\u6446\u7684\u63a7\u5236\uff0c\u8fd9\u4e0e\u4e0a\u80a2\u7684\u7cbe\u7ec6\u52a8\u4f5c\u63a7\u5236\u622a\u7136\u4e0d\u540c\u3002\u56e0\u6b64\uff0c\u5728\u4e0b\u80a2\u7684\u8fd0\u52a8\u6a21\u4eff\u4e0a\uff0c\u673a\u5668\u4eba\u6280\u672f\u8fd8\u9700\u8981\u5f88\u591a\u7684\u6539\u8fdb\u3002\u4ed6\u63d0\u5230\uff0c\u5c3d\u7ba1\u8fd9\u4e9b\u95ee\u9898\u770b\u4f3c\u6280\u672f\u4e0a\u590d\u6742\uff0c\u4f46\u5e76\u6ca1\u6709\u4ec0\u4e48\u5355\u4e00\u7684\u969c\u788d\u963b\u788d\u7740\u673a\u5668\u4eba\u6280\u672f\u7684\u53d1\u5c55\u3002\u76f8\u53cd\uff0c\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u66f4\u50cf\u662f\u4e00\u4e2a\u6301\u7eed\u8fed\u4ee3\u7684\u8fc7\u7a0b\uff0c\u9700\u8981\u4e0d\u65ad\u5730\u6536\u96c6\u6570\u636e\u3001\u8c03\u6574\u7b97\u6cd5\u5e76\u8fdb\u884c\u53cd\u590d\u8bd5\u9a8c\u3002<\/p>\n\n\n\n<p>Andrej\u5728\u8bbf\u8c08\u4e2d\u8fd8\u6df1\u5165\u8ba8\u8bba\u4e86AI\u6280\u672f\uff0c\u7279\u522b\u662fTransformer\u6a21\u578b\u7684\u7a81\u7834\u6027\u8fdb\u5c55\u3002\u4ed6\u8ba4\u4e3a\uff0cTransformer\u4e0d\u4ec5\u662f\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u66f4\u662f\u4e00\u4e2a\u201c\u901a\u7528\u7684\u8ba1\u7b97\u673a\u201d\u3002\u4ed6\u6307\u51fa\uff0c<a href=\"https:\/\/nullthought.net\/?p=3701\" target=\"_blank\" rel=\"noreferrer noopener\">Transformer\u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u5176\u53ef\u6269\u5c55\u6027\u548c\u901a\u7528\u6027\uff0c\u5b83\u80fd\u591f\u9ad8\u6548\u5730\u5904\u7406\u5404\u79cd\u4efb\u52a1\uff0c\u5c24\u5176\u662f\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u56fe\u50cf\u8bc6\u522b\u7b49\u9886\u57df<\/a>\u3002Andrej\u63d0\u5230\uff0c\u5728Transformer\u4e4b\u524d\uff0cAI\u7814\u7a76\u4eba\u5458\u5728\u4f7f\u7528LSTM\u548c\u5176\u4ed6\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u65f6\uff0c\u9762\u4e34\u7740\u201c\u6269\u5c55\u6027\u635f\u5931\u201d\u7684\u95ee\u9898\uff0c\u5373\u6a21\u578b\u89c4\u6a21\u6269\u5927\u65f6\u6027\u80fd\u53cd\u800c\u4e0b\u964d\uff0c\u800cTransformer\u5219\u89e3\u51b3\u4e86\u8fd9\u4e00\u95ee\u9898\uff0c\u6210\u4e3a\u4e86\u5927\u89c4\u6a21AI\u4efb\u52a1\u7684\u201c<a href=\"https:\/\/nullthought.net\/?p=3701\" target=\"_blank\" rel=\"noreferrer noopener\">\u4e07\u80fd\u5de5\u5177<\/a>\u201d\u3002<\/p>\n\n\n\n<p>\u4e0d\u8fc7\uff0cAndrej\u4e5f\u6307\u51fa\uff0c\u76ee\u524dAI\u8fdb\u5c55\u7684\u74f6\u9888\u5e76\u4e0d\u5728\u4e8e\u7b97\u6cd5\u67b6\u6784\u672c\u8eab\uff0c\u800c\u662f\u5728\u4e8e\u6570\u636e\u548c\u635f\u5931\u51fd\u6570\u7684\u8bbe\u8ba1\u3002\u4ed6\u8ba4\u4e3a\uff0c\u73b0\u6709\u7684\u5927\u578b\u6a21\u578b\u5df2\u7ecf\u8db3\u591f\u5f3a\u5927\uff0c\u4f46\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u5982\u4f55\u6784\u5efa\u548c\u4f18\u5316\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u5c24\u5176\u662f\u5982\u4f55\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u5185\u5fc3\u72ec\u767d\u5f0f\u6570\u636e\uff08\u5373\u6a21\u578b\u53ef\u4ee5\u201c\u601d\u8003\u201d\u5e76\u5c55\u793a\u63a8\u7406\u8fc7\u7a0b\u7684\u6570\u636e\uff09\u3002\u4ed6\u8ba4\u4e3a\uff0c\u5c3d\u7ba1\u4e92\u8054\u7f51\u6570\u636e\u5df2\u7ecf\u4e3a\u8bad\u7ec3\u5927\u578b\u6a21\u578b\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u7d20\u6750\uff0c\u4f46\u8fd9\u4e9b\u6570\u636e\u5f80\u5f80\u7f3a\u4e4f\u8db3\u591f\u7684\u63a8\u7406\u6df1\u5ea6\u548c\u5185\u5728\u903b\u8f91\uff0c\u56e0\u6b64\u9700\u8981\u66f4\u591a\u7684\u5408\u6210\u6570\u636e\u751f\u6210\u6280\u672f\uff0c\u4ee5\u5f25\u8865\u8fd9\u4e00\u7f3a\u9677\u3002<\/p>\n\n\n\n<p>\u5728\u8c08\u5230\u4eba\u7c7b\u4e0eAI\u7684\u5173\u7cfb\u65f6\uff0cAndrej\u8868\u8fbe\u4e86\u4ed6\u5bf9\u4eba\u7c7b\u548cAI\u878d\u5408\u7684\u79ef\u6781\u770b\u6cd5\u3002\u4ed6\u8ba4\u4e3a\uff0cAI\u5e94\u8be5\u662f\u4eba\u7c7b\u80fd\u529b\u7684\u6269\u5c55\uff0c\u800c\u4e0d\u662f\u66ff\u4ee3\u3002\u4ed6\u6307\u51fa\uff0c\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u5728\u67d0\u4e9b\u9886\u57df\u5b9e\u73b0\u4e86\u8fd9\u79cd\u878d\u5408\uff0c\u4f8b\u5982\uff0c\u667a\u80fd\u624b\u673a\u548cAI\u52a9\u624b\u5df2\u7ecf\u6210\u4e3a\u4eba\u7c7b\u65e5\u5e38\u751f\u6d3b\u7684\u4e00\u90e8\u5206\uff0c\u5e2e\u52a9\u6211\u4eec\u5904\u7406\u5404\u79cd\u4efb\u52a1\u3002Andrej\u8ba4\u4e3a\uff0c\u672a\u6765\u6211\u4eec\u5c06\u770b\u5230\u66f4\u52a0\u7d27\u5bc6\u7684\u878d\u5408\uff0c\u5c24\u5176\u662f\u5728\u8111\u673a\u63a5\u53e3\u6280\u672f\u53d1\u5c55\u6210\u719f\u4e4b\u540e\uff0cAI\u5c06\u6210\u4e3a\u4eba\u7c7b\u8ba4\u77e5\u7684\u4e00\u90e8\u5206\uff0c\u5e2e\u52a9\u4eba\u7c7b\u5927\u8111\u6269\u5c55\u5176\u5904\u7406\u80fd\u529b\uff0c\u751a\u81f3\u53ef\u80fd\u6210\u4e3a\u4eba\u7c7b\u201c\u5916\u90e8\u5927\u8111\u201d\uff08exo-cortex\uff09\u3002\u4ed6\u8ba4\u4e3a\uff0c\u5c3d\u7ba1\u8fd9\u79cd\u6280\u672f\u76ee\u524d\u8fd8\u5904\u4e8e\u521d\u7ea7\u9636\u6bb5\uff0c\u4f46\u5b83\u5728\u672a\u6765\u5c06\u6781\u5927\u6539\u53d8\u4eba\u7c7b\u7684\u5de5\u4f5c\u65b9\u5f0f\u548c\u751f\u6d3b\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u5728\u6559\u80b2\u9886\u57df\uff0cAndrej\u6b63\u5728\u5f00\u53d1\u4e00\u79cd\u57fa\u4e8eAI\u7684\u6559\u5b66\u6a21\u5f0f\uff0c\u65e8\u5728\u4e3a\u5168\u7403\u5b66\u751f\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u5b66\u4e60\u4f53\u9a8c\u3002\u4ed6\u8ba4\u4e3a\uff0c\u4f20\u7edf\u7684\u6559\u80b2\u6a21\u5f0f\u5df2\u7ecf\u65e0\u6cd5\u9002\u5e94\u5feb\u901f\u53d8\u5316\u7684\u79d1\u6280\u65f6\u4ee3\uff0cAI\u53ef\u4ee5\u4e3a\u6559\u80b2\u63d0\u4f9b\u5f3a\u5927\u7684\u652f\u6301\u3002\u4ed6\u8bbe\u60f3\uff0cAI\u53ef\u4ee5\u5145\u5f53\u201c\u524d\u7aef\u52a9\u6559\u201d\uff0c\u4e3a\u5b66\u751f\u63d0\u4f9b\u5373\u65f6\u53cd\u9988\u548c\u4e2a\u6027\u5316\u7684\u6307\u5bfc\uff0c\u800c\u6559\u5e08\u5219\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u8bfe\u7a0b\u8bbe\u8ba1\u548c\u5185\u5bb9\u521b\u4f5c\u3002Andrej\u7684\u76ee\u6807\u662f\u901a\u8fc7AI\u5b9e\u73b0\u6559\u80b2\u7684\u5168\u7403\u5316\u548c\u666e\u53ca\uff0c\u4f7f\u6240\u6709\u4eba\u90fd\u80fd\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u6559\u80b2\u3002\u4ed6\u76f8\u4fe1\uff0cAI\u6559\u80b2\u4e0d\u4ec5\u53ef\u4ee5\u63d0\u5347\u4e2a\u4eba\u7684\u5b66\u4e60\u6548\u679c\uff0c\u8fd8\u80fd\u4fc3\u8fdb\u793e\u4f1a\u6574\u4f53\u7684\u8fdb\u6b65\u548c\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u672a\u6765\u7684\u6559\u80b2\u65b9\u5411\uff0cAndrej\u5efa\u8bae\u5e74\u8f7b\u4eba\u4e13\u6ce8\u4e8e\u5b66\u4e60\u6570\u5b66\u3001\u7269\u7406\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u7b49\u57fa\u7840\u5b66\u79d1\uff0c\u4ed6\u8ba4\u4e3a\u8fd9\u4e9b\u5b66\u79d1\u662f\u57f9\u517b\u601d\u7ef4\u80fd\u529b\u548c\u89e3\u51b3\u95ee\u9898\u80fd\u529b\u7684\u6838\u5fc3\uff0c\u80fd\u591f\u5e2e\u52a9\u4eba\u4eec\u5728\u672a\u6765\u7684AI\u9a71\u52a8\u793e\u4f1a\u4e2d\u5360\u636e\u7ade\u4e89\u4f18\u52bf\u3002\u5c3d\u7ba1\u4ed6\u4e5f\u63d0\u5230\u5176\u4ed6\u5b66\u79d1\u7684\u91cd\u8981\u6027\uff0c\u4f46\u4ed6\u8ba4\u4e3a\u8fd9\u4e9b\u57fa\u7840\u5b66\u79d1\u5c06\u4e3a\u4eba\u4eec\u63d0\u4f9b\u6700\u575a\u5b9e\u7684\u601d\u7ef4\u57fa\u7840\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u65e5\uff0cAI\u5927\u795eAndrej 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