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\u5728\u5404\u79cd\u521b\u610f\u4ea7\u4e1a\u4e2d\u66ff\u4ee3\u5927\u91cf\u52b3\u52a8\u529b\u7b49\u66f4\u5177\u4f53\u95ee\u9898\u7684\u6ce8\u610f\u529b\uff1f\u6211\u4eec\u8fd8\u8ba8\u8bba\u4e86 AI \u6b63\u5728\u521b\u9020\u7684\u65b0\u578b\u52b3\u52a8\u529b\u2014\u2014\u4e3a\u5e2e\u52a9\u8bad\u7ec3 AI \u7cfb\u7edf\uff0c\u5927\u91cf\u4f4e\u85aa\u52b3\u52a8\u8005\u5728\u80af\u5c3c\u4e9a\u548c\u5370\u5ea6\u7b49\u56fd\u5bb6\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u7c7b\u3002<\/p>\n\n\n\n<p>\u6b64\u6b21\u8bbf\u8c08\u6d89\u53ca\u5230\u6709\u5173 AI \u7684\u91cd\u8981\u60f3\u6cd5\u3001\u4f34\u968f\u800c\u6765\u7684\u8bb8\u591a\u95ee\u9898\u3001\u9700\u8981\u505a\u51fa\u7684\u65e0\u6570\u590d\u6742\u51b3\u7b56\uff0c\u4ee5\u53ca\u4e00\u9879\u91cd\u5927\u7ec4\u7ec7\u7ed3\u6784\u51b3\u7b56\u3002\u6211\u548c Demis \u7684\u8ba8\u8bba\u76f8\u5f53\u6df1\u5165\uff0c\u4f46\u6211\u4ecd\u7136\u89c9\u5f97\u6211\u4eec\u6ca1\u6709\u8986\u76d6\u6240\u6709\u5185\u5bb9\u3002\u5b8c\u6574\u8bbf\u8c08\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p>\u6b22\u8fce Demis Hassabis\u3002<\/p>\n\n\n\n<p>\u611f\u8c22\u9080\u8bf7\u3002<\/p>\n\n\n\n<p>AI \u9886\u57df\u6d89\u53ca\u5230\u4e00\u4e2a\u91cd\u5927\u7684\u7406\u5ff5\uff0c\u5b83\u5e26\u6765\u4e86\u6311\u6218\u548c\u95ee\u9898\uff0c\u800c\u5bf9\u4e8e\u4f60\u6765\u8bf4\uff0c\u8fd8\u4f34\u968f\u7740\u4e00\u6b21\u91cd\u5927\u7684\u7ec4\u7ec7\u7ed3\u6784\u8c03\u6574\u548c\u4e00\u7cfb\u5217\u5177\u6709\u9ad8\u98ce\u9669\u7684\u51b3\u7b56\u3002\u6211\u975e\u5e38\u9ad8\u5174\u4f60\u80fd\u6765\u5230\u8fd9\u91cc\u3002<\/p>\n\n\n\n<p>\u5f88\u9ad8\u5174\u6765\u5230\u8fd9\u91cc\u3002<\/p>\n\n\n\n<p>\u8ba9\u6211\u4eec\u4ece Google DeepMind \u5f00\u59cb\u3002Google DeepMind \u662f\u8c37\u6b4c\u7684\u4e00\u4e2a\u65b0\u90e8\u95e8\uff0c\u7531\u8c37\u6b4c\u7684\u4e24\u4e2a\u9876\u7ea7\u56e2\u961f\u7ec4\u6210\uff0c\u5176\u4e2d\u4e00\u4e2a\u662f\u6211\u4eec\u719f\u6089\u7684 Google Brain\uff0c\u5b83\u662f\u7531 Jeff Dean \u9886\u5bfc\u7684 AI \u56e2\u961f\uff0c\u53e6\u4e00\u4e2a\u5219\u662f DeepMind\uff0c\u7531\u4f60\u8054\u5408\u521b\u7acb\u7684\u516c\u53f8\uff0c\u5728 2014 \u5e74\u88ab\u8c37\u6b4c\u6536\u8d2d\uff0c\u4e4b\u540e\u4f5c\u4e3a Alphabet \u63a7\u80a1\u516c\u53f8\u7ed3\u6784\u4e0b\u7684\u4e00\u4e2a\u5b50\u516c\u53f8\u8fdb\u884c\u72ec\u7acb\u8fd0\u4f5c\uff0c\u76f4\u5230\u6700\u8fd1\u624d\u53d1\u751f\u4e86\u53d8\u5316\u3002\u8ba9\u6211\u4eec\u4ece\u6700\u5f00\u59cb\u8bf4\u8d77\u3002\u4e3a\u4ec0\u4e48 DeepMind \u548c Google Brain \u6700\u521d\u662f\u5206\u5f00\u7684\u5462\uff1f<\/p>\n\n\n\n<p>\u6b63\u5982\u4f60\u6240\u63d0\u5230\u7684\uff0c\u6211\u4eec\u5b9e\u9645\u4e0a\u662f\u5728 2010 \u5e74\u5f00\u59cb\u521b\u529e\u4e86 DeepMind\uff0c\u8ddd\u79bb\u5982\u4eca\u7684 AI \u65f6\u4ee3\u662f\u5f88\u4e45\u4ee5\u524d\u7684\u4e8b\u60c5\u4e86\uff0c\u6240\u4ee5\u53ef\u4ee5\u8bf4\u90a3\u662f AI \u7684\u524d\u53f2\u65f6\u671f\u3002\u6211\u548c\u5176\u4ed6\u5171\u540c\u521b\u59cb\u4eba\u610f\u8bc6\u5230\uff0c\u4f5c\u4e3a\u4ece\u5b66\u672f\u754c\u8fc7\u6765\u7684\u4eba\uff0c\u6211\u4eec\u770b\u5230\u4e86\u5b66\u672f\u754c\u7684\u53d1\u5c55\u60c5\u51b5\uff0c\u6bd4\u5982\u6df1\u5ea6\u5b66\u4e60\u521a\u521a\u88ab\u53d1\u660e\u51fa\u6765\u3002\u6211\u4eec\u975e\u5e38\u652f\u6301\u5f3a\u5316\u5b66\u4e60\u3002\u6211\u4eec\u80fd\u591f\u770b\u5230\u56fe\u5f62\u5904\u7406\u5668\uff08GPU\uff09\u548c\u5176\u4ed6\u786c\u4ef6\u6b63\u5728\u8fc5\u901f\u53d1\u5c55\uff0c\u5982\u679c\u6211\u4eec\u4e13\u6ce8\u4e8e\u901a\u7528\u5b66\u4e60\u7cfb\u7edf\uff0c\u5e76\u501f\u9274\u795e\u7ecf\u79d1\u5b66\u548c\u5927\u8111\u5de5\u4f5c\u7684\u4e00\u4e9b\u601d\u60f3\uff0c\u53ef\u4ee5\u53d6\u5f97\u5f88\u5927\u7684\u8fdb\u5c55\u3002\u4e8e\u662f\u6211\u4eec\u5728 2010 \u5e74\u5c06\u6240\u6709\u8fd9\u4e9b\u5143\u7d20\u878d\u5408\u5728\u4e00\u8d77\u3002\u6211\u4eec\u6709\u8fd9\u6837\u7684\u8bba\u70b9\uff0c\u5373\u6211\u4eec\u5c06\u53d6\u5f97\u5feb\u901f\u7684\u8fdb\u5c55\uff0c\u8fd9\u4e5f\u6b63\u662f\u6211\u4eec\u5728\u6700\u521d\u7684\u6e38\u620f\u7cfb\u7edf\u4e0a\u53d6\u5f97\u7684\u6210\u5c31\u3002\u7136\u540e\uff0c\u5728 2014 \u5e74\uff0c\u6211\u4eec\u51b3\u5b9a\u4e0e\u5f53\u65f6\u7684\u8c37\u6b4c\u5408\u4f5c\uff0c\u56e0\u4e3a\u6211\u4eec\u9884\u89c1\u5230\u5c06\u9700\u8981\u66f4\u591a\u7684\u8ba1\u7b97\u80fd\u529b\u3002\u663e\u7136\uff0c\u8c37\u6b4c\u62e5\u6709\u4e16\u754c\u4e0a\u6700\u591a\u7684\u8ba1\u7b97\u673a\u3002\u8fd9\u5bf9\u4e8e\u6211\u4eec\u4e4b\u540e\u80fd\u591f\u4e13\u6ce8\u4e8e\u63a8\u52a8\u7814\u7a76\u8fdb\u5c55\u662f\u4e00\u4e2a\u518d\u597d\u4e0d\u8fc7\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<p>\u4e8e\u662f\u4f60\u4eec\u88ab\u8c37\u6b4c\u6536\u8d2d\u4e86\uff0c\u4e4b\u540e\u8c37\u6b4c\u6709\u4e86\u65b0\u7684\u5b9a\u4f4d\u3002\u4ed6\u4eec\u6210\u7acb\u4e86 Alphabet\uff0c\u800c\u8c37\u6b4c\u6210\u4e3a\u4e86 Alphabet \u7684\u4e00\u4e2a\u90e8\u95e8\u3002Alphabet \u65d7\u4e0b\u8fd8\u6709\u5176\u4ed6\u90e8\u95e8\uff0c\u800c DeepMind \u5219\u72ec\u7acb\u4e8e\u5176\u4e2d\u3002\u8fd9\u90e8\u5206\u662f\u6211\u5728\u4e00\u5f00\u59cb\u5c31\u60f3\u7740\u91cd\u8ba8\u8bba\u7684\uff0c\u56e0\u4e3a\u8c37\u6b4c\u63a8\u52a8 Google Brain \u505a\u4e86\u5f88\u591a\u8bed\u8a00\u6a21\u578b\u65b9\u9762\u7684\u7814\u7a76\u3002\u6211\u8bb0\u5f97\u65e9\u5728\u516d\u5e74\u524d\uff0c\u8c37\u6b4c\u5728 Google I\/O \u5927\u4f1a\u4e0a\u5c55\u793a\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u4f46 DeepMind \u5219\u4e13\u6ce8\u4e8e\u8d62\u5f97\u56f4\u68cb\u6bd4\u8d5b\u548c\u86cb\u767d\u8d28\u6298\u53e0\u7b49\u5b8c\u5168\u4e0d\u540c\u7c7b\u578b\u7684 AI \u7814\u7a76\u3002\u4e3a\u4ec0\u4e48\u8fd9\u4e9b\u7814\u7a76\u4e0d\u5728\u8c37\u6b4c\u5185\u90e8\u8fdb\u884c\uff1f\u4e3a\u4ec0\u4e48\u5b83\u4eec\u5c5e\u4e8e Alphabet \u5462\uff1f<\/p>\n\n\n\n<p>\u8fd9\u662f\u6211\u4eec\u88ab\u6536\u8d2d\u65f6\u7b7e\u8ba2\u534f\u8bae\u7684\u4e00\u90e8\u5206\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u63a8\u8fdb AGI \u7684\u7814\u7a76\uff0c\u5b9e\u73b0\u4e00\u4e2a\u80fd\u591f\u5728\u5404\u79cd\u8ba4\u77e5\u4efb\u52a1\u4e0a\u8fd0\u4f5c\u5e76\u5177\u5907\u4eba\u7c7b\u6240\u6709\u8ba4\u77e5\u80fd\u529b\u7684\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>\u540c\u65f6\uff0c\u6211\u4e5f\u975e\u5e38\u70ed\u8877\u4e8e\u5229\u7528 AI \u52a0\u901f\u79d1\u5b66\u53d1\u73b0\uff0c\u5c31\u81ea\u7136\u6709\u4e86\u50cf AlphaFold \u8fd9\u6837\u7684\u9879\u76ee\uff0c\u6211\u76f8\u4fe1\u6211\u4eec\u4ee5\u540e\u8fd8\u4f1a\u56de\u5230\u8fd9\u4e2a\u8bdd\u9898\u4e0a\u3002\u4f46\u5b9e\u9645\u4e0a\uff0c\u65e9\u5728 DeepMind \u6210\u7acb\u4e4b\u524d\uff0c\u6211\u5c31\u8ba4\u4e3a\u6e38\u620f\u662f\u5f00\u53d1\u9ad8\u6548\u3001\u5feb\u901f AI \u7b97\u6cd5\u7684\u5b8c\u7f8e\u6d4b\u8bd5\u573a\u6240\u6216\u8bc1\u660e\u573a\u6240\uff0c\u4f60\u53ef\u4ee5\u751f\u6210\u5927\u91cf\u7684\u6570\u636e\uff0c\u76ee\u6807\u51fd\u6570\u4e5f\u975e\u5e38\u660e\u786e\uff1a\u663e\u7136\u662f\u8d62\u5f97\u6e38\u620f\u6216\u6700\u5927\u5316\u5f97\u5206\u3002\u5728 AI \u7814\u7a76\u7684\u65e9\u671f\u9636\u6bb5\uff0c\u4f7f\u7528\u6e38\u620f\u6709\u5f88\u591a\u539f\u56e0\uff0c\u8fd9\u4e5f\u662f\u6211\u4eec\u53d6\u5f97\u5982\u6b64\u6210\u529f\u5e76\u4e14\u80fd\u591f\u8fc5\u901f\u63a8\u8fdb AlphaGo \u7b49\u9879\u76ee\u7684\u91cd\u8981\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u90fd\u662f\u975e\u5e38\u91cd\u8981\u7684\u5b9e\u8df5\uff0c\u8bc1\u660e\u4e86\u8fd9\u4e9b\u901a\u7528\u5b66\u4e60\u6280\u672f\u662f\u6709\u6548\u7684\u3002\u5f53\u7136\uff0c\u6211\u4eec\u4e5f\u5728\u6df1\u5ea6\u5b66\u4e60\u548c\u795e\u7ecf\u7f51\u7edc\u65b9\u9762\u505a\u4e86\u5f88\u591a\u5de5\u4f5c\u3002\u6211\u4eec\u64c5\u957f\u5c06\u8fd9\u4e9b\u6280\u672f\u4e0e\u5f3a\u5316\u5b66\u4e60\u76f8\u7ed3\u5408\uff0c\u4f7f\u5f97\u8fd9\u4e9b\u7cfb\u7edf\u80fd\u591f\u81ea\u4e3b\u89e3\u51b3\u95ee\u9898\u3001\u5236\u5b9a\u8ba1\u5212\uff0c\u4ee5\u53ca\u8d62\u5f97\u6e38\u620f\u7b49\u3002\u6211\u4eec\u4e00\u76f4\u6709\u63a8\u52a8\u7814\u7a76\u8bae\u7a0b\u548c\u63a8\u52a8\u79d1\u5b66\u8fdb\u6b65\u7684\u4efb\u52a1\u3002\u8fd9\u662f\u6211\u4eec\u975e\u5e38\u5173\u6ce8\u7684\u91cd\u70b9\uff0c\u4e5f\u662f\u6211\u4e2a\u4eba\u5e0c\u671b\u5b9e\u73b0\u7684\u76ee\u6807\u3002\u7136\u540e\uff0c\u8c37\u6b4c\u5185\u90e8\u7684 AI \u56e2\u961f\uff0c\u5982 Google Brain\uff0c\u4ed6\u4eec\u7684\u4efb\u52a1\u7565\u6709\u4e0d\u540c\uff0c\u66f4\u63a5\u8fd1\u4ea7\u54c1\u548c\u8c37\u6b4c\u7684\u5176\u4ed6\u90e8\u95e8\uff0c\u5c06\u60ca\u4eba\u7684 AI \u6280\u672f\u878d\u5165\u8c37\u6b4c\u3002\u6211\u4eec\u8fd8\u6709\u4e00\u4e2a\u5e94\u7528\u90e8\u95e8\uff0c\u5c06 DeepMind \u7684\u6280\u672f\u5f15\u5165\u8c37\u6b4c\u4ea7\u54c1\u4e2d\u3002\u4f46\u6587\u5316\u548c\u4efb\u52a1\u786e\u5b9e\u6709\u5f88\u5927\u7684\u4e0d\u540c\u3002<\/p>\n\n\n\n<p>\u4ece\u5916\u90e8\u770b\uff0c\u65f6\u95f4\u7ebf\u770b\u8d77\u6765\u662f\u8fd9\u6837\u7684\uff1a\u4eba\u4eec\u90fd\u5df2\u7ecf\u4ece\u4e8b\u8fd9\u9879\u5de5\u4f5c\u5f88\u4e45\u4e86\uff0c\u4e00\u76f4\u5728\u8ba8\u8bba\u8fd9\u4e2a\u8bdd\u9898\u3002\u5bf9\u4e8e\u50cf\u6211\u8fd9\u6837\u7684\u4e00\u4e9b\u8bb0\u8005\u548c\u4e00\u4e9b\u7814\u7a76\u4eba\u5458\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u8ba8\u8bba\u7684\u8bdd\u9898\uff0c\u6211\u4eec\u5728\u8c37\u6b4c\u7684\u6d3b\u52a8\u4e2d\u8c08\u8bba\u5b83\u3002\u7136\u540e ChatGPT \u53d1\u5e03\u4e86\uff0c\u751a\u81f3\u90fd\u4e0d\u7b97\u662f\u4e00\u4e2a\u4ea7\u54c1\u3002\u6211\u751a\u81f3\u8ba4\u4e3a Sam Altman 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CEO \u548c\u5728 Alphabet \u62c5\u4efb CEO \u6709\u4ec0\u4e48\u4e0d\u540c\u5417\uff1f<\/p>\n\n\n\n<p>\u73b0\u5728\u8fd8\u4e3a\u65f6\u5c1a\u65e9\uff0c\u4f46\u6211\u8ba4\u4e3a\u662f\u4e00\u6837\u7684\uff0c\u56e0\u4e3a\u5c3d\u7ba1 DeepMind \u662f Alphabet \u65d7\u4e0b\u7684\u4e00\u5bb6\u516c\u53f8\uff0c\u4f46\u5bf9\u4e8e\u53e6\u4e00\u4e2a\u5b9e\u9a8c\u9879\u76ee\uff08alpha bet\uff09\uff0c\u8fd9\u662f\u975e\u5e38\u4e0d\u5bfb\u5e38\u7684\uff0c\u56e0\u4e3a\u6211\u4eec\u5df2\u7ecf\u4e0e\u8bb8\u591a\u8c37\u6b4c\u4ea7\u54c1\u56e2\u961f\u548c\u7ec4\u7ec7\u8fdb\u884c\u4e86\u5bc6\u5207\u7684\u6574\u5408\u548c\u5408\u4f5c\u3002\u5728 DeepMind 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AI \u7cfb\u7edf\uff09\u7684\u6d41\u7a0b\u548c\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>\u6709\u62a5\u9053\u79f0\u8fd9\u5b9e\u9645\u4e0a\u662f\u4e00\u573a\u6587\u5316\u51b2\u7a81\u3002\u800c\u73b0\u5728\u4f60\u8d1f\u8d23\u4e24\u8005\u3002\u4f60\u662f\u5982\u4f55\u7ec4\u7ec7\u8fd9\u4e2a\u56e2\u961f\u7684\uff1f\u4f5c\u4e3a CEO\uff0cGoogle DeepMind \u5728\u4f60\u7684\u9886\u5bfc\u4e0b\u662f\u5982\u4f55\u7ec4\u7ec7\u7684\uff1f\u4f60\u662f\u5982\u4f55\u7ba1\u7406\u6587\u5316\u6574\u5408\u7684\uff1f<\/p>\n\n\n\n<p>\u5b9e\u9645\u4e0a\uff0c\u4e8b\u5b9e\u8bc1\u660e\u4e24\u8005\u7684\u6587\u5316\u76f8\u4f3c\u7a0b\u5ea6\u8981\u9ad8\u4e8e\u5916\u754c\u7684\u62a5\u9053\u3002\u6574\u4e2a\u8fc7\u7a0b\u975e\u5e38\u987a\u5229\u548c\u6109\u5feb\uff0c\u56e0\u4e3a\u6211\u4eec\u8c08\u8bba\u7684\u662f\u4e24\u4e2a\u4e16\u754c\u4e00\u6d41\u7684\u7814\u7a76\u56e2\u961f\uff0c\u4e24\u4e2a\u5168\u7403\u6700\u597d\u7684 AI 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AI \u7684\u65b0\u9636\u6bb5\u6765\u8bf4\u975e\u5e38\u91cd\u8981\uff0c\u8fd9\u4e2a\u9636\u6bb5\u66f4\u591a\u5730\u6d89\u53ca\u5230 AI \u5de5\u7a0b\u5316\uff0c\u8fd9\u9700\u8981\u5927\u91cf\u7684\u8d44\u6e90\uff0c\u5305\u62ec\u8ba1\u7b97\u8d44\u6e90\u3001\u5de5\u7a0b\u8d44\u6e90\u548c\u5176\u4ed6\u8d44\u6e90\u3002\u5373\u4f7f\u662f\u50cf\u8c37\u6b4c\u8fd9\u6837\u89c4\u6a21\u7684\u516c\u53f8\uff0c\u6211\u4eec\u4e5f\u5fc5\u987b\u8c28\u614e\u9009\u62e9\uff0c\u5e76\u660e\u786e\u6211\u4eec\u5c06\u6295\u5165\u8d44\u6e90\u7684\u65b9\u5411\uff0c\u5e76\u4e13\u6ce8\u4e8e\u8fd9\u4e9b\u65b9\u5411\uff0c\u7136\u540e\u5b9e\u73b0\u8fd9\u4e9b\u76ee\u6807\u3002\u56e0\u6b64\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u6211\u4eec\u5728 AI 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\u7684\u72b6\u6001\uff0c\u6211\u5e76\u4e0d\u4f1a\u611f\u5230\u60ca\u8bb6\u3002<\/p>\n\n\n\n<p>\u5728\u63a5\u4e0b\u6765\u7684\u5341\u5e74\u5185\u3002\u597d\u7684\uff0c\u5341\u5e74\u540e\u6211\u4f1a\u518d\u627e\u4f60\uff0c\u770b\u770b\u8fd9\u662f\u5426\u5b9e\u73b0\u4e86\u3002<\/p>\n\n\n\n<p>\u53ef\u4ee5\u3002<\/p>\n\n\n\n<p>\u786e\u5b9e\u5982\u6b64\uff0c\u8fd9\u5e76\u4e0d\u662f\u4e00\u6761\u76f4\u7ebf\u8def\u5f84\u3002\u6b63\u5982\u4f60\u6240\u8bf4\uff0c\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e00\u4e9b\u7a81\u7834\uff0c\u8fd9\u53ef\u80fd\u4f1a\u6253\u4e71\u539f\u672c\u7684\u8ba1\u5212\u5e76\u4f7f\u5176\u8d70\u5411\u4e0d\u540c\u7684\u9053\u8def\u3002<\/p>\n\n\n\n<p>\u7814\u7a76\u4ece\u6765\u90fd\u4e0d\u662f\u4e00\u6761\u76f4\u7ebf\u3002\u5982\u679c\u662f\u76f4\u7ebf\uff0c\u90a3\u5c31\u4e0d\u662f\u771f\u6b63\u7684\u7814\u7a76\u3002\u5982\u679c\u5728\u5f00\u59cb\u4e4b\u524d\u5c31\u5df2\u7ecf\u77e5\u9053\u7b54\u6848\uff0c\u90a3\u4e5f\u4e0d\u662f\u7814\u7a76\u3002\u56e0\u6b64\uff0c\u65e5\u5e38\u7814\u7a76\u548c\u98a0\u8986\u6027\u7814\u7a76\u603b\u662f\u4f34\u968f\u7740\u4e0d\u786e\u5b9a\u6027\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u65e0\u6cd5\u51c6\u786e\u9884\u6d4b\u65f6\u95f4\u8868\u3002\u4f46\u6211\u4eec\u53ef\u4ee5\u5173\u6ce8\u8d8b\u52bf\uff0c\u89c2\u5bdf\u5f53\u4e0b\u6b63\u5728\u8fdb\u884c\u7684\u60f3\u6cd5\u548c\u9879\u76ee\u7684\u8d28\u91cf\u4ee5\u53ca\u5b83\u4eec\u7684\u8fdb\u5c55\u60c5\u51b5\u3002\u5728\u672a\u6765\u7684\u4e94\u5230\u5341\u5e74\u5185\uff0c\u8fd9\u4e2a\u8d8b\u52bf\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e24\u79cd\u60c5\u51b5\uff0c\u53ef\u80fd\u6211\u4eec\u4f1a\u8d8b\u8fd1\u4e8e\u6e10\u8fdb\u72b6\u6001\uff0c\u4e5f\u53ef\u80fd\u6211\u4eec\u4f1a\u5728\u73b0\u6709\u6280\u672f\u548c\u6269\u5c55\u65b9\u9762\u9047\u5230\u74f6\u9888\u3002\u5982\u679c\u51fa\u73b0\u540e\u8005\uff0c\u4e5f\u4e0d\u4f1a\u8ba9\u6211\u611f\u5230\u610f\u5916\uff0c\u4e5f\u8bb8\u6211\u4eec\u4f1a\u53d1\u73b0\u4ec5\u6269\u5c55\u73b0\u6709\u7cfb\u7edf\u4f1a\u5bfc\u81f4\u7cfb\u7edf\u6027\u80fd\u9012\u51cf\uff0c\u6700\u7ec8\u6536\u76ca\u9012\u51cf\u3002<\/p>\n\n\n\n<p>\u5b9e\u9645\u4e0a\uff0c\u8fd9\u610f\u5473\u7740\u6211\u4eec\u786e\u5b9e\u9700\u8981\u4e00\u4e9b\u521b\u65b0\u6765\u53d6\u5f97\u8fdb\u5c55\u3002\u76ee\u524d\uff0c\u6211\u8ba4\u4e3a\u6ca1\u6709\u4eba\u77e5\u9053\u6211\u4eec\u5904\u4e8e\u54ea\u79cd\u72b6\u6001\u3002\u56e0\u6b64\uff0c\u5bf9\u6b64\u95ee\u9898\u7684\u7b54\u6848\u662f\u4f60\u5fc5\u987b\u5c3d\u53ef\u80fd\u5730\u540c\u65f6\u52aa\u529b\u63a8\u8fdb\u4e24\u65b9\u9762\u3002\u65e2\u8981\u5728\u73b0\u6709\u7cfb\u7edf\u548c\u73b0\u6709\u60f3\u6cd5\u7684\u89c4\u6a21\u6269\u5c55\u548c\u5de5\u7a0b\u65b9\u9762\u6295\u5165\u91cd\u5927\u8d44\u6e90\uff0c\u4e5f\u8981\u5927\u91cf\u6295\u8d44\u4e8e\u63a2\u7d22\u6027\u7814\u7a76\u65b9\u5411\uff0c\u4ee5\u671f\u80fd\u591f\u63d0\u4f9b\u521b\u65b0\uff0c\u89e3\u51b3\u5f53\u524d\u7cfb\u7edf\u7684\u4e00\u4e9b\u5f31\u70b9\u3002\u4f5c\u4e3a\u4e00\u4e2a\u62e5\u6709\u5927\u91cf\u8d44\u6e90\u7684\u5927\u578b\u7814\u7a76\u7ec4\u7ec7\uff0c\u8fd9\u662f\u6211\u4eec\u7684\u4f18\u52bf\uff0c\u6211\u4eec\u53ef\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u62bc\u6ce8\u5728\u8fd9\u4e24\u4e2a\u65b9\u5411\u4e0a\u3002\u4ece\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u8bf4\uff0c\u6211\u5bf9\u4e8e\u201c\u6211\u4eec\u662f\u5426\u9700\u8981\u66f4\u591a\u7684\u7a81\u7834\uff0c\u8fd8\u662f\u73b0\u6709\u7cfb\u7edf\u53ef\u4ee5\u4e00\u76f4\u6269\u5c55\uff1f\u201d\u8fd9\u4e2a\u95ee\u9898\u6301\u4e2d\u7acb\u6001\u5ea6\u3002\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u7ecf\u9a8c\u6027\u95ee\u9898\uff0c\u5e94\u8be5\u5c3d\u53ef\u80fd\u5730\u540c\u65f6\u63a8\u8fdb\u8fd9\u4e24\u4e2a\u65b9\u5411\u3002\u7ed3\u679c\u5c06\u4f1a\u8bc1\u660e\u4e00\u5207\u3002<\/p>\n\n\n\n<p>\u8fd9\u786e\u5b9e\u5b58\u5728\u4e00\u79cd\u77db\u76fe\u3002\u5f53\u4f60\u5728 Alphabet \u7684 DeepMind \u5de5\u4f5c\u65f6\uff0c\u4f60\u975e\u5e38\u4e13\u6ce8\u4e8e\u7814\u7a76\uff0c\u7136\u540e\u7814\u7a76\u6210\u679c\u88ab\u8f6c\u56de\u5230\u8c37\u6b4c\uff0c\u7531\u8c37\u6b4c\u7684\u5de5\u7a0b\u5e08\u5c06\u5176\u8f6c\u5316\u4e3a\u4ea7\u54c1\u3002\u4f60\u53ef\u4ee5\u770b\u5230\u8fd9\u79cd\u5173\u7cfb\u662f\u5982\u4f55\u53d1\u6325\u4f5c\u7528\u7684\u3002\u73b0\u5728\uff0c\u4f60\u5728\u8c37\u6b4c\u5185\u90e8\u3002\u4f5c\u4e3a\u4e00\u5bb6\u516c\u53f8\uff0c\u8c37\u6b4c\u627f\u53d7\u7740\u5de8\u5927\u7684\u538b\u529b\uff0c\u5e0c\u671b\u5728\u8fd9\u573a\u7ade\u4e89\u4e2d\u53d6\u5f97\u80dc\u5229\u3002\u8fd9\u4e9b\u90fd\u662f\u4ea7\u54c1\u65b9\u9762\u7684\u95ee\u9898\uff0c\u5c31\u662f\u8981\u201c\u8ba9\u4eba\u4eec\u611f\u53d7\u5230\u771f\u5b9e\uff0c\u5e76\u5728\u5e02\u573a\u4e2d\u53d6\u5f97\u80dc\u5229\u201d\u3002\u6709\u4e00\u4efd\u88ab\u6cc4\u9732\u7684\u5907\u5fd8\u5f55\uff0c\u636e\u79f0\u6765\u81ea\u8c37\u6b4c\u5185\u90e8\u3002\u5b83\u8bf4\u8c37\u6b4c\u6ca1\u6709\u7ade\u4e89\u4f18\u52bf\uff0c\u5f00\u6e90\u7684 AI \u6a21\u578b\u6216\u6cc4\u6f0f\u7684\u6a21\u578b\u5c06\u5728\u4eba\u4eec\u7684\u7b14\u8bb0\u672c\u7535\u8111\u4e0a\u8fd0\u884c\uff0c\u5e76\u4e14\u5b83\u4eec\u4f1a\u8d85\u8fc7\u8c37\u6b4c\uff0c\u56e0\u4e3a\u5f00\u653e\u8ba1\u7b97\u7684\u5386\u53f2\u5c06\u8d85\u8fc7\u5c01\u95ed\u6e90\u4ee3\u7801\u7684\u7ade\u4e89\u5bf9\u624b\u3002\u90a3\u4e2a\u5907\u5fd8\u5f55\u662f\u771f\u5b9e\u7684\u5417\uff1f<\/p>\n\n\n\n<p>\u5728\u6211\u770b\u6765\uff0c\u90a3\u4efd\u5907\u5fd8\u5f55\u662f\u771f\u7684\u3002\u6211\u8ba4\u4e3a\u8c37\u6b4c\u7684\u5de5\u7a0b\u5e08\u7ecf\u5e38\u64b0\u5199\u5404\u79cd\u6587\u4ef6\uff0c\u6709\u65f6\u5b83\u4eec\u4f1a\u88ab\u6cc4\u9732\u5e76\u8fc5\u901f\u4f20\u64ad\u3002\u6211\u8ba4\u4e3a\u8fd9\u53ea\u662f\u4e00\u79cd\u5e38\u89c1\u60c5\u51b5\uff0c\u4f46\u4e0d\u5fc5\u8fc7\u4e8e\u8ba4\u771f\u5bf9\u5f85\u3002\u8fd9\u4e9b\u53ea\u662f\u4e2a\u4eba\u89c2\u70b9\u3002\u6211\u8ba4\u4e3a\u542c\u53d6\u8fd9\u4e9b\u89c2\u70b9\u5f88\u6709\u8da3\uff0c\u4f46\u4f60\u9700\u8981\u4e3a\u81ea\u5df1\u7684\u9053\u8def\u505a\u51fa\u51b3\u7b56\u3002\u6211\u6ca1\u6709\u8be6\u7ec6\u9605\u8bfb\u90a3\u4efd\u5177\u4f53\u7684\u5907\u5fd8\u5f55\uff0c\u4f46\u6211\u5bf9\u5176\u4e2d\u7684\u7ed3\u8bba\u6301\u4e0d\u540c\u610f\u89c1\u3002\u800c\u4e14\uff0c\u5f00\u6e90\u548c\u53d1\u5e03\u4f5c\u54c1\u662f\u663e\u800c\u6613\u89c1\u7684\uff0cDeepMind \u505a\u4e86\u5927\u91cf\u7684\u5f00\u6e90\u5de5\u4f5c\u3002\u6bd4\u5982\uff0cAlphaFold \u5c31\u662f\u5f00\u6e90\u7684\uff0c\u5bf9\u5427\uff1f\u56e0\u6b64\uff0c\u6211\u4eec\u652f\u6301\u5f00\u6e90\u548c\u652f\u6301\u7814\u7a76\u548c\u5f00\u653e\u7814\u7a76\u3002\u8fd9\u662f\u79d1\u5b66\u8ba8\u8bba\u7684\u5173\u952e\uff0c\u6211\u4eec\u4e00\u76f4\u662f\u5176\u4e2d\u7684\u91cd\u8981\u6210\u5458\u3002\u5f53\u7136\uff0c\u8c37\u6b4c\u4e5f\u662f\u5982\u6b64\uff0c\u53d1\u5e03\u4e86 Transformer\u3001TensorFlow \u548c\u4f60\u53ef\u4ee5\u770b\u5230\u7684\u6211\u4eec\u6240\u505a\u7684\u4e00\u5207\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5728\u8fd9\u4e2a\u9886\u57df\u505a\u4e86\u5927\u91cf\u7684\u5de5\u4f5c\u3002\u4f46\u6211\u8ba4\u4e3a\u8fd8\u9700\u8981\u8003\u8651\u5176\u4ed6\u56e0\u7d20\u3002\u663e\u7136\uff0c\u5546\u4e1a\u8003\u8651\u662f\u5176\u4e2d\u4e4b\u4e00\uff0c\u8fd8\u6709\u5173\u4e8e\u8bbf\u95ee\u8fd9\u4e9b\u5f3a\u5927\u7cfb\u7edf\u7684\u5b89\u5168\u95ee\u9898\u3002\u5982\u679c\u574f\u4eba\u53ef\u4ee5\u8bbf\u95ee\u5b83\uff0c\u4ed6\u4eec\u53ef\u80fd\u5e76\u4e0d\u5177\u5907\u90a3\u4e48\u9ad8\u7684\u6280\u672f\u6c34\u5e73\uff0c\u65e0\u6cd5\u81ea\u5df1\u6784\u5efa\u7cfb\u7edf\uff0c\u4f46\u4ed6\u4eec\u80af\u5b9a\u53ef\u4ee5\u91cd\u65b0\u914d\u7f6e\u5df2\u7ecf\u5b58\u5728\u7684\u7cfb\u7edf\u3002\u5bf9\u4e8e\u8fd9\u4e9b\u95ee\u9898\uff0c\u6211\u4eec\u8be5\u5982\u4f55\u5904\u7406\u5462\uff1f\u6211\u8ba4\u4e3a\u8fd9\u4e00\u76f4\u4ee5\u6765\u90fd\u662f\u7406\u8bba\u5c42\u9762\u7684\u95ee\u9898\uff0c\u4f46\u968f\u7740\u8fd9\u4e9b\u7cfb\u7edf\u53d8\u5f97\u66f4\u52a0\u901a\u7528\u3001\u66f4\u52a0\u590d\u6742\u3001\u66f4\u52a0\u5f3a\u5927\uff0c\u8fd9\u4e2a\u95ee\u9898\u5c06\u53d8\u5f97\u975e\u5e38\u91cd\u8981\uff0c\u5373\u5982\u4f55\u963b\u6b62\u574f\u4eba\u5c06\u8fd9\u4e9b\u7cfb\u7edf\u7528\u4e8e\u5e76\u975e\u6709\u610f\u7684\u6076\u610f\u884c\u4e3a\u3002<\/p>\n\n\n\n<p>\u8fd9\u662f\u6211\u4eec\u9700\u8981\u91cd\u70b9\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u4f46\u56de\u5230\u4f60\u7684\u95ee\u9898\u4e0a\uff0c\u770b\u770b\u8c37\u6b4c\u548c DeepMind 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AI \u7684\u53d1\u5c55\u8fc7\u7a0b\u4e2d\uff0c\u4e0e\u52b3\u52a8\u529b\u76f8\u5173\u7684\u95ee\u9898\u786e\u5b9e\u5b58\u5728\u7740\u8bb8\u591a\u8ba8\u8bba\u3002\u597d\u83b1\u575e\u7684\u7f16\u5267\u76ee\u524d\u6b63\u5728\u7f62\u5de5\uff0c\u56e0\u4e3a\u4ed6\u4eec\u4e0d\u5e0c\u671b ChatGPT 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MacBook \u7684\u666e\u901a\u4eba\uff0c\u4f60\u4f1a\u63a5\u53d7\u5bf9 MacBook \u7684\u67d0\u4e9b\u529f\u80fd\u8fdb\u884c\u9650\u5236\uff0c\u56e0\u4e3a AI \u7684\u5a01\u80c1\u592a\u53ef\u6015\u4e86\u5417\uff1f\u8fd9\u662f\u6211\u62c5\u5fc3\u7684\u4e8b\u60c5\u3002\u4ece\u5b9e\u9645\u89d2\u5ea6\u6765\u770b\uff0c\u5982\u679c\u6709\u5f00\u6e90\u6a21\u578b\uff0c\u5e76\u4e14\u4eba\u4eec\u5c06\u5b83\u4eec\u7528\u4e8e\u5947\u602a\u7684\u4e8b\u60c5\uff0c\u6211\u4eec\u4f1a\u544a\u8bc9\u82f1\u7279\u5c14\u9650\u5236\u5176\u82af\u7247\u7684\u529f\u80fd\u5417\uff1f\u6211\u4eec\u5982\u4f55\u5b9e\u65bd\u8fd9\u6837\u7684\u9650\u5236\uff0c\u4ee5\u4fbf\u771f\u6b63\u5f71\u54cd\u6bcf\u4e2a\u4eba\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u201c\u5982\u679c\u8c37\u6b4c\u505a\u4e86\u6211\u4eec\u4e0d\u559c\u6b22\u7684\u4e8b\u60c5\uff0c\u6211\u4eec\u5c31\u628a Demis \u5173\u8fdb\u76d1\u72f1\u201d\u7684\u505a\u6cd5\u5462\uff1f<\/p>\n\n\n\n<p>\u6211\u8ba4\u4e3a\u8fd9\u4e9b\u662f\u5f53\u524d\u6b63\u5728\u8fdb\u884c\u8fa9\u8bba\u7684\u91cd\u8981\u95ee\u9898\u3002\u6211\u786e\u5b9e\u62c5\u5fc3\u8fd9\u4e2a\u95ee\u9898\u3002\u4e00\u65b9\u9762\uff0c\u5f00\u6e90\u548c\u52a0\u901f\u79d1\u5b66\u8ba8\u8bba\u6709\u5f88\u591a\u597d\u5904\uff0c\u5f88\u591a\u8fdb\u5c55\u90fd\u662f\u5728\u90a3\u91cc\u53d1\u751f\u7684\uff0c\u5e76\u4e14\u7ed9\u8bb8\u591a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u673a\u4f1a\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u6709\u4e00\u4e9b\u4e0d\u826f\u4e2a\u4eba\u5229\u7528\u8fd9\u79cd\u9014\u5f84\u505a\u51fa\u574f\u4e8b\u5e76\u4e14\u6269\u6563\u51fa\u53bb\uff0c\u53ef\u80fd\u4f1a\u5e26\u6765\u4e00\u4e9b\u8d1f\u9762\u540e\u679c\u3002\u6211\u8ba4\u4e3a\u8fd9\u662f\u63a5\u4e0b\u6765\u51e0\u5e74\u9700\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002\u6211\u8ba4\u4e3a\u8fd8\u597d\uff0c\u56e0\u4e3a\u73b0\u5728\u7cfb\u7edf\u5e76\u4e0d\u90a3\u4e48\u590d\u6742\u3001\u90a3\u4e48\u5f3a\u5927\uff0c\u56e0\u6b64\u98ce\u9669\u4e5f\u4e0d\u90a3\u4e48\u5927\u3002<\/p>\n\n\n\n<p>\u4f46\u6211\u8ba4\u4e3a\u968f\u7740\u7cfb\u7edf\u80fd\u529b\u548c\u666e\u9002\u6027\u589e\u5f3a\uff0c\u8bbf\u95ee\u6743\u9650\u7684\u95ee\u9898\u5c06\u9700\u8981\u4ece\u653f\u5e9c\u7684\u89d2\u5ea6\u8fdb\u884c\u601d\u8003\uff0c\u4ed6\u4eec\u5982\u4f55\u9650\u5236\u3001\u63a7\u5236\u6216\u76d1\u63a7\u8fd9\u4e00\u70b9\u5c06\u662f\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\u3002\u6211\u6ca1\u6709\u4e3a\u4f60\u63d0\u4f9b\u7b54\u6848\uff0c\u56e0\u4e3a\u6211\u8ba4\u4e3a\u8fd9\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u793e\u4f1a\u6027\u95ee\u9898\uff0c\u9700\u8981\u793e\u4f1a\u5404\u754c\u7684\u5229\u76ca\u76f8\u5173\u8005\u5171\u540c\u53c2\u4e0e\uff0c\u6743\u8861\u5176\u4e2d\u7684\u5229\u76ca\u548c\u98ce\u9669\u3002<\/p>\n\n\n\n<p>\u8c37\u6b4c\u81ea\u5df1\u7684\u5de5\u4f5c\uff0c\u4f60\u8bf4\u4f60\u4eec\u8fd8\u6ca1\u6709\u8fbe\u5230\u90a3\u4e2a\u7a0b\u5ea6\uff0c\u4f46\u662f\u8c37\u6b4c\u5728 AI \u9886\u57df\u7684\u5de5\u4f5c\u786e\u5b9e\u5f15\u53d1\u4e86\u4e00\u4e9b\u4e89\u8bae\uff0c\u6d89\u53ca\u5230\u8d23\u4efb\u4ee5\u53ca\u6a21\u578b\u80fd\u591f\u6216\u4e0d\u80fd\u591f\u505a\u5230\u7684\u4e8b\u60c5\u3002Emily Bender\u3001Timnit Gebru \u548c Margaret Mitchell \u53d1\u8868\u4e86\u4e00\u7bc7\u8457\u540d\u7684\u300a\u968f\u673a\u9e66\u9e49\u300b\uff08Stochastic Parrots\uff09\u8bba\u6587\uff0c\u8fd9\u7bc7\u8bba\u6587\u5f15\u8d77\u4e86\u8c37\u6b4c\u5185\u90e8\u7684\u5f88\u591a\u4e89\u8bae\uff0c\u4e5f\u5bfc\u81f4\u4e86\u4ed6\u4eec\u79bb\u804c\u3002\u4f60\u8bfb\u8fc7\u90a3\u7bc7\u8bba\u6587\uff0c\u662f\u5426\u8ba4\u4e3a\uff1a\u201c\u597d\u5427\uff0c\u8fd9\u662f\u6b63\u786e\u7684\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4f1a\u5411\u4eba\u4eec\u6492\u8c0e\uff0c\u8c37\u6b4c\u5c06\u5bf9\u6b64\u8d1f\u8d23\u201d\uff1f\u73b0\u5728\u9762\u4e34\u5982\u6b64\u591a\u7684\u5ba1\u67e5\uff0c\u4f60\u5bf9\u6b64\u6709\u4f55\u770b\u6cd5\uff1f<\/p>\n\n\n\n<p>\u662f\u7684\uff0c\u4e8b\u5b9e\u4e0a\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5b58\u5728\u5e7b\u89c9\u548c\u4e0d\u51c6\u786e\u7684\u95ee\u9898\uff0c\u8fd9\u4e5f\u662f\u8c37\u6b4c\u4e00\u76f4\u975e\u5e38\u8d1f\u8d23\u4efb\u7684\u539f\u56e0\u4e4b\u4e00\u3002\u6211\u4eec\u77e5\u9053\u8fd9\u4e00\u70b9\u3002\u5728\u63a5\u4e0b\u6765\u7684\u51e0\u5e74\u91cc\uff0c\u6539\u5584\u4e8b\u5b9e\u6027\u3001\u8054\u7cfb\u6027\u4ee5\u53ca\u786e\u4fdd\u5b83\u4eec\u4e0d\u4f20\u64ad\u865a\u5047\u4fe1\u606f\u7b49\u65b9\u9762\u662f\u9700\u8981\u52a0\u4ee5\u6539\u8fdb\u7684\u5173\u952e\u9886\u57df\u3002\u8fd9\u662f\u6211\u4eec\u975e\u5e38\u5173\u6ce8\u7684\u95ee\u9898\u3002\u6211\u4eec\u6709\u5f88\u591a\u6539\u8fdb\u7684\u60f3\u6cd5\u3002\u6211\u4eec\u66fe\u7ecf\u53d1\u5e03\u7684 DeepMind \u7684 Sparrow \u8bed\u8a00\u6a21\u578b\u662f\u4e00\u4e2a\u5b9e\u9a8c\uff0c\u65e8\u5728\u63a2\u7d22\u5728\u8fd9\u4e9b\u7cfb\u7edf\u4e2d\u6211\u4eec\u80fd\u591f\u8fbe\u5230\u591a\u597d\u7684\u4e8b\u5b9e\u6027\u548c\u89c4\u5219\u9075\u4ece\u6027\u3002\u7ed3\u679c\u8868\u660e\uff0c\u6211\u4eec\u53ef\u80fd\u53ef\u4ee5\u5c06\u5176\u6539\u8fdb\u4e00\u4e2a\u6570\u91cf\u7ea7\uff0c\u4f46\u6709\u65f6\u5019\u8fd9\u53ef\u80fd\u4ee5\u8bed\u8a00\u6a21\u578b\u7684\u6e05\u6670\u5ea6\u3001\u521b\u9020\u529b\u6216\u5b9e\u7528\u6027\u4e3a\u4ee3\u4ef7\u3002<\/p>\n\n\n\n<p>\u786e\u5b9e\uff0c\u8fd9\u6709\u70b9\u50cf\u662f\u5e15\u7d2f\u6258\u8fb9\u754c\uff08Pareto frontier\uff09\uff0c\u5982\u679c\u5728\u4e00\u4e2a\u7ef4\u5ea6\u4e0a\u6539\u8fdb\uff0c\u5c31\u4f1a\u5728\u53e6\u4e00\u4e2a\u7ef4\u5ea6\u4e0a\u964d\u4f4e\u80fd\u529b\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u5728\u4e0b\u4e00\u9636\u6bb5\u548c\u4e0b\u4e00\u4ee3\u7cfb\u7edf\u4e2d\uff0c\u6211\u4eec\u5e0c\u671b\u5c06\u5f53\u524d\u7cfb\u7edf\u7684\u521b\u9020\u529b\u3001\u6e05\u6670\u5ea6\u548c\u8da3\u5473\u6027\u4e0e\u4e8b\u5b9e\u6027\u548c\u53ef\u9760\u6027\u76f8\u7ed3\u5408\u3002\u5728\u8fd9\u65b9\u9762\u6211\u4eec\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002\u4f46\u6211\u53ef\u4ee5\u770b\u5230\u4e8b\u60c5\u6b63\u5728\u6539\u5584\uff0c\u6211\u6ca1\u6709\u770b\u5230\u4efb\u4f55\u7406\u8bba\u4e0a\u7684\u539f\u56e0\uff0c\u963b\u788d\u8fd9\u4e9b\u7cfb\u7edf\u5728\u672a\u6765\u51e0\u5e74\u5185\u65e0\u6cd5\u8fbe\u5230\u6781\u9ad8\u6c34\u5e73\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n<p>\u5f53\u4f60\u4f7f\u7528\u8c37\u6b4c\u641c\u7d22\u751f\u6210\u4f53\u9a8c\uff08SGE\uff09\u65f6\uff0c\u4f60\u662f\u5426\u76f8\u4fe1\u5b83\u6240\u8bf4\u7684\u5185\u5bb9\uff1f<\/p>\n\n\n\n<p>\u6211\u76f8\u4fe1\u5b83\u3002\u6709\u65f6\u6211\u4f1a\u8fdb\u884c\u53cc\u91cd\u6838\u5b9e\uff0c\u7279\u522b\u662f\u5728\u79d1\u5b66\u9886\u57df\uff0c\u6211\u66fe\u7ecf\u6709\u8fc7\u975e\u5e38\u6709\u8da3\u7684\u60c5\u51b5\uff0c\u5b9e\u9645\u4e0a\u6240\u6709\u8fd9\u4e9b\u6a21\u578b\u90fd\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\u3002\u4f8b\u5982\uff0c\u5f53\u6211\u8981\u6c42\u5b83\u4eec\u603b\u7ed3\u67d0\u4e2a\u7814\u7a76\u9886\u57df\u65f6\uff0c\u6211\u8ba4\u4e3a\u5982\u679c\u5b83\u4eec\u80fd\u591f\u505a\u5230\u8fd9\u4e00\u70b9\u5c06\u975e\u5e38\u6709\u7528\uff0c\u7136\u540e\u95ee\uff1a\u201c\u90a3\u4e48\uff0c\u6211\u5e94\u8be5\u9605\u8bfb\u54ea\u4e9b\u91cd\u8981\u7684\u8bba\u6587\uff1f\u201d\u5b83\u4eec\u4f1a\u7ed9\u51fa\u542c\u8d77\u6765\u975e\u5e38\u53ef\u4fe1\u7684\u8bba\u6587\uff0c\u5e26\u6709\u770b\u4f3c\u5408\u7406\u7684\u4f5c\u8005\u540d\u5355\u3002\u4f46\u662f\uff0c\u5f53\u4f60\u53bb\u67e5\u770b\u65f6\uff0c\u7ed3\u679c\u53d1\u73b0\u5b83\u4eec\u53ea\u662f\u8be5\u9886\u57df\u6700\u6709\u540d\u7684\u4eba\u6216\u4e24\u7bc7\u4e0d\u540c\u8bba\u6587\u7684\u6807\u9898\u7ec4\u5408\u5728\u4e00\u8d77\u3002\u4f46\u5f53\u7136\uff0c\u4ece\u8bcd\u6c47\u7684\u7ec4\u5408\u6765\u770b\uff0c\u5b83\u4eec\u975e\u5e38\u53ef\u4fe1\u3002\u6211\u8ba4\u4e3a\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u9700\u8981\u7406\u89e3\u5f15\u7528\u3001\u8bba\u6587\u548c\u4f5c\u8005\u540d\u5355\u662f\u4e00\u4e2a\u6574\u4f53\uff0c\u800c\u4e0d\u662f\u9010\u5b57\u9010\u53e5\u7684\u9884\u6d4b\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u6709\u8da3\u7684\u6848\u4f8b\u786e\u5b9e\u9700\u8981\u6211\u4eec\u6539\u8fdb\uff0c\u800c\u4e14\u4f5c\u4e3a\u60f3\u8981\u63a8\u52a8\u79d1\u5b66\u524d\u6cbf\u7684\u4eba\uff0c\u6211\u4eec\u5f53\u7136\u5e0c\u671b\u6539\u8fdb\u548c\u4fee\u590d\u8fd9\u4e9b\u95ee\u9898\uff0c\u8fd9\u662f\u4e00\u4e2a\u7279\u522b\u6709\u8da3\u7684\u5e94\u7528\u573a\u666f\uff0c\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u6539\u8fdb\u5b83\uff0c\u4e5f\u4e3a\u4e86\u6ee1\u8db3\u6211\u4eec\u81ea\u5df1\u7684\u9700\u6c42\u3002\u6211\u5e0c\u671b\u8fd9\u4e9b\u7cfb\u7edf\u80fd\u591f\u66f4\u597d\u5730\u4e3a\u6211\u603b\u7ed3\u51fa\u201c\u5173\u4e8e\u67d0\u79cd\u7279\u5b9a\u75be\u75c5\uff0c\u4ee5\u4e0b\u662f\u53ef\u8bfb\u7684\u6700\u4f73\u4e94\u7bc7\u8bba\u6587\u201d\u7684\u4fe1\u606f\uff0c\u6216\u8005\u7c7b\u4f3c\u7684\u5185\u5bb9\uff0c\u4ee5\u4fbf\u8fc5\u901f\u4e86\u89e3\u67d0\u4e2a\u7279\u5b9a\u9886\u57df\u3002\u6211\u8ba4\u4e3a\u8fd9\u5c06\u975e\u5e38\u6709\u7528\u3002<\/p>\n\n\n\n<p>\u548c\u4f60\u8bf4\u4e00\u4ef6\u4e8b\uff0c\u6211\u641c\u7d22\u4e86\u6211\u7684\u670b\u53cb John Gruber\uff0cSGE \u81ea\u4fe1\u5730\u544a\u8bc9\u6211\uff0c\u4ed6\u662f\u62a5\u7eb8\u4e2d\u4f7f\u7528 Mac \u7684\u5148\u9a71\uff0c\u5e76\u53d1\u660e\u4e86 WebKit\u3002\u6211\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4fe1\u606f\u6765\u6e90\u662f\u4ec0\u4e48\u3002\u5728\u5411\u5e7f\u5927\u7528\u6237\u63a8\u51fa\u4e4b\u524d\uff0c\u5b83\u662f\u5426\u9700\u8981\u8fbe\u5230\u67d0\u79cd\u8d28\u91cf\u6c34\u5e73\u6216\u771f\u5b9e\u5ea6\uff1f<\/p>\n\n\n\n<p>\u662f\u7684\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\uff0c\u5c24\u5176\u662f\u5728\u8c37\u6b4c\uff0c\u56e0\u4e3a\u8c37\u6b4c\u5bf9\u641c\u7d22\u7b49\u65b9\u9762\u6709\u7740\u6781\u9ad8\u7684\u6807\u51c6\uff0c\u800c\u6211\u4eec\u6bcf\u5929\u6bcf\u65f6\u90fd\u4f9d\u8d56\u8fd9\u4e9b\u670d\u52a1\u3002\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u8fbe\u5230\u90a3\u79cd\u53ef\u9760\u6027\u6c34\u5e73\u3002\u663e\u7136\uff0c\u76ee\u524d\u6211\u4eec\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\uff0c\u4e0d\u4ec5\u662f\u6211\u4eec\uff0c\u4efb\u4f55\u4eba\u5728\u751f\u6210\u7cfb\u7edf\u65b9\u9762\u90fd\u8fd8\u8fdc\u8fdc\u6ca1\u6709\u8fbe\u5230\u8fd9\u4e2a\u6c34\u5e73\u3002\u4f46\u8fd9\u662f\u6211\u4eec\u7684\u9ec4\u91d1\u6807\u51c6\u3002\u5b9e\u9645\u4e0a\uff0c\u5de5\u5177\u4f7f\u7528\u5728\u8fd9\u65b9\u9762\u975e\u5e38\u6709\u7528\uff0c\u4f60\u53ef\u4ee5\u6784\u5efa\u8fd9\u4e9b\u7cfb\u7edf\uff0c\u4f7f\u5b83\u4eec\u80fd\u591f\u81ea\u884c\u4e8b\u5b9e\u6838\u67e5\uff0c\u751a\u81f3\u4f7f\u7528\u641c\u7d22\u6216\u5176\u4ed6\u53ef\u9760\u7684\u6765\u6e90\u8fdb\u884c\u4ea4\u53c9\u53c2\u8003\uff0c\u5c31\u50cf\u4e00\u4e2a\u597d\u7684\u7814\u7a76\u4eba\u5458\u4e00\u6837\u4ea4\u53c9\u6838\u5bf9\u4e8b\u5b9e\u3002\u540c\u65f6\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u5bf9\u4e16\u754c\u6709\u66f4\u597d\u7684\u7406\u89e3\uff0c\u4e86\u89e3\u7814\u7a76\u8bba\u6587\u662f\u4ec0\u4e48\uff0c\u5b83\u4eec\u6d89\u53ca\u54ea\u4e9b\u5b9e\u4f53\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u9700\u8981\u5bf9\u5b83\u4eec\u5904\u7406\u7684\u5a92\u4f53\u6709\u66f4\u597d\u7684\u7406\u89e3\u3002\u6216\u8bb8\u8fd8\u53ef\u4ee5\u8d4b\u4e88\u8fd9\u4e9b\u7cfb\u7edf\u63a8\u7406\u548c\u89c4\u5212\u7684\u80fd\u529b\uff0c\u56e0\u4e3a\u8fd9\u6837\u5b83\u4eec\u5c31\u53ef\u80fd\u53ef\u4ee5\u5bf9\u81ea\u5df1\u7684\u8f93\u51fa\u8fdb\u884c\u8bc4\u4ef7\u3002\u5728\u6e38\u620f\u7a0b\u5e8f\u4e2d\uff0c\u6211\u4eec\u5728\u8fd9\u65b9\u9762\u6709\u5f88\u591a\u7ecf\u9a8c\u3002\u5b83\u4eec\u4e0d\u4ec5\u8f93\u51fa\u4f60\u5728\u56fd\u9645\u8c61\u68cb\u6216\u56f4\u68cb\u4e2d\u9996\u5148\u60f3\u5230\u7684\u7b2c\u4e00\u6b65\u3002\u5b9e\u9645\u4e0a\uff0c\u5b83\u4eec\u8fdb\u884c\u4e00\u4e9b\u641c\u7d22\u548c\u89c4\u5212\uff0c\u7136\u540e\u8fdb\u884c\u5907\u4efd\u3002\u6709\u65f6\u5b83\u4eec\u6539\u53d8\u4e3b\u610f\uff0c\u8f6c\u800c\u9009\u62e9\u66f4\u597d\u7684\u6b65\u9aa4\u3002\u4f60\u53ef\u4ee5\u60f3\u8c61\u5728\u8bed\u8a00\u548c\u6587\u5b57\u4e2d\u4e5f\u53ef\u4ee5\u6709\u7c7b\u4f3c\u7684\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>\u6709\u4e00\u4e2a\u6982\u5ff5\u53eb\u505a\u6a21\u578b\u5d29\u6e83\uff08model collapse\uff09\u3002\u6211\u4eec\u5c06\u4f1a\u7528\u7531\u5927\u578b\u8bed\u8a00\u6a21\u578b\u751f\u6210\u7684\u6570\u636e\u6765\u8bad\u7ec3\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u8fd9\u53ef\u80fd\u5f62\u6210\u4e00\u4e2a\u5faa\u73af\u3002\u5f53\u4f60\u8c08\u8bba\u5230\u4e8b\u5b9e\u7684\u4ea4\u53c9\u53c2\u8003\u65f6\uff0c\u6211\u60f3\u5230\u4e86\u8c37\u6b4c\u2014\u2014\u8c37\u6b4c\u4f1a\u4ece\u4e92\u8054\u7f51\u4e0a\u83b7\u53d6\u4e00\u5806\u4fe1\u606f\u5e76\u5c1d\u8bd5\u8fdb\u884c\u4ea4\u53c9\u53c2\u8003\uff0c\u4f46\u662f\u4e5f\u8bb8\u6240\u6709\u8fd9\u4e9b\u4fe1\u606f\u90fd\u662f\u7531 2023 \u5e74\u65f6\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4ea7\u751f\u7684\u5984\u60f3\u3002\u90a3\u4e48\uff0c\u5982\u4f55\u9632\u8303\u8fd9\u79cd\u60c5\u51b5\u5462\uff1f<\/p>\n\n\n\n<p>\u6211\u4eec\u6b63\u5728\u81f4\u529b\u4e8e\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u800c\u4e14\u6211\u4eec\u6b63\u5728\u5f00\u53d1\u4e00\u4e9b\u975e\u5e38\u51fa\u8272\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6211\u8ba4\u4e3a\u7b54\u6848\u662f\u4f7f\u7528\u52a0\u5bc6\u6c34\u5370\u6280\u672f\uff08encrypted watermarking\uff09\uff0c\u4e00\u79cd\u590d\u6742\u7684\u6c34\u5370\u6280\u672f\uff0c\u5b83\u5f88\u96be\u6216\u8005\u6839\u672c\u65e0\u6cd5\u88ab\u8f7b\u6613\u79fb\u9664\uff0c\u5e76\u4e14\u53ef\u80fd\u76f4\u63a5\u5d4c\u5165\u5230\u751f\u6210\u6a21\u578b\u4e2d\uff0c\u6210\u4e3a\u751f\u6210\u8fc7\u7a0b\u7684\u4e00\u90e8\u5206\u3002\u6211\u4eec\u5e0c\u671b\u53d1\u5e03\u8fd9\u4e00\u6280\u672f\uff0c\u5e76\u53ef\u80fd\u5c06\u5176\u63d0\u4f9b\u7ed9\u7b2c\u4e09\u65b9\u4f5c\u4e3a\u4e00\u79cd\u901a\u7528\u89e3\u51b3\u65b9\u6848\u3002\u6211\u8ba4\u4e3a\u8be5\u884c\u4e1a\u9700\u8981\u8fd9\u4e9b\u7c7b\u578b\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4ee5\u7528\u67d0\u79cd\u6807\u5fd7\u6807\u8bb0\u751f\u6210\u7684\u5a92\u4f53\uff0c\u5305\u62ec\u56fe\u50cf\u3001\u97f3\u9891\uff0c\u751a\u81f3\u662f\u6587\u672c\uff0c\u5411\u7528\u6237\u548c\u672a\u6765\u7684 AI \u7cfb\u7edf\u8868\u660e\u8fd9\u4e9b\u5a92\u4f53\u662f\u7531 AI \u751f\u6210\u7684\u3002\u6211\u8ba4\u4e3a\u8fd9\u662f\u5f53\u524d AI 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href=\"http:\/\/weixin.qq.com\/r\/fxJxaVHE1AyrrRUK90dt\">CXO UNION\uff08CXO\u8054\u76df\uff09<\/a>\u9ad8\u7ba1\u793e\u7fa4\uff0c\u8bf7\u8054\u7cfb\u793e\u7fa4\u5c0f\u4f19\u4f34\u54e6~<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/06\/CXOUNION\u65b0\u4e8c\u7ef4\u7801.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"has-cyan-bluish-gray-color has-text-color\" style=\"font-size:14px\">\u514d\u8d23\u58f0\u660e: \u672c\u7f51\u7ad9(<a 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