{"id":8602,"date":"2026-07-21T22:10:04","date_gmt":"2026-07-21T14:10:04","guid":{"rendered":"https:\/\/moresourcing.com\/creating-shared-prosperity-with-ai-stanford-digital-economy-labs-erik-brynjolfsson\/"},"modified":"2026-07-21T22:10:04","modified_gmt":"2026-07-21T14:10:04","slug":"creating-shared-prosperity-with-ai-stanford-digital-economy-labs-erik-brynjolfsson","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/zh\/creating-shared-prosperity-with-ai-stanford-digital-economy-labs-erik-brynjolfsson\/","title":{"rendered":"\u65af\u5766\u798f\u6570\u5b57\u7ecf\u6d4e\u5b9e\u9a8c\u5ba4\u7684\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e"},"content":{"rendered":"<p><\/p>\n<div>\n<div class=\"article-left-col\">\n<section class=\"article-topics\">\n<h4 class=\"article-topics__title\">\u4e3b\u9898<\/h4>\n<ul class=\"article-topics__list\">\n<li class=\"article-topics__item\">\n                <a href=\"https:\/\/sloanreview.mit.edu\/topic\/data-ai-machine-learning\/\">\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60<\/a>\n            <\/li>\n<li class=\"article-topics__item\">\n                <a href=\"https:\/\/sloanreview.mit.edu\/topic\/ai-machine-learning\/\">\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60<\/a>\n            <\/li>\n<\/ul>\n<\/section><\/div>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<p>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\u5411\u6240\u6709\u62c5\u5fc3\u4eba\u5de5\u667a\u80fd\u7684\u4eba\u63d0\u51fa\u4e00\u4e2a\u6311\u6218\uff1a\u522b\u518d\u95ee\u4eba\u5de5\u667a\u80fd\u4f1a\u7ed9\u6211\u4eec\u5e26\u6765\u4ec0\u4e48\uff0c\u800c\u662f\u5f00\u59cb\u95ee\u6211\u4eec\u5c06\u7528\u4eba\u5de5\u667a\u80fd\u505a\u4ec0\u4e48\u3002\u5728\u672c\u671f\u8282\u76ee\u4e2d <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u80fd<\/cite>\uff0c\u8fd9\u4f4d\u65af\u5766\u798f\u5927\u5b66\u7ecf\u6d4e\u5b66\u5bb6\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u6280\u672f\u5e76\u975e\u8fdb\u6b65\u7684\u6700\u5927\u969c\u788d\u2014\u2014\u4eba\u3001\u7ec4\u7ec7\u548c\u673a\u6784\u624d\u662f\u3002\u4ed6\u501f\u9274\u4e86\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u5bf9\u5c31\u4e1a\u3001\u751f\u4ea7\u529b\u548c\u7ecf\u6d4e\u589e\u957f\u5f71\u54cd\u7684\u6700\u65b0\u7814\u7a76\uff0c\u8ba4\u4e3a\u672a\u6765\u5e76\u975e\u9884\u5148\u6ce8\u5b9a\uff1a\u5b83\u5c06\u7531\u6211\u4eec\u4eca\u5929\u505a\u51fa\u7684\u9009\u62e9\u5851\u9020\u3002\u8fd9\u662f\u4e00\u573a\u5173\u4e8e\u4eba\u7c7b\u80fd\u52a8\u6027\u3001\u5171\u4eab\u7e41\u8363\u4ee5\u53ca\u4e3a\u4f55\u6700\u91cd\u8981\u7684\u4eba\u5de5\u667a\u80fd\u7a81\u7834\u53ef\u80fd\u66f4\u5c11\u5173\u4e4e\u6280\u672f\u672c\u8eab\u3001\u66f4\u591a\u5173\u4e4e\u6211\u4eec\u5982\u4f55\u4f7f\u7528\u6280\u672f\u7684\u53ca\u65f6\u5bf9\u8bdd\u3002<\/p>\n<aside class=\"callout-info\">\n<img decoding=\"async\" alt=\"Erik Brynjolfsson\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/Stanford-Digital-Economy-Labs-Erik-Brynjolfsson.jpg\"\/><img decoding=\"async\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/07\/Stanford-Digital-Economy-Labs-Erik-Brynjolfsson.jpg\" alt=\"Erik Brynjolfsson\"\/><\/p>\n<h4>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff0c\u65af\u5766\u798f\u6570\u5b57\u7ecf\u6d4e\u5b9e\u9a8c\u5ba4<\/h4>\n<p>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\u662f\u65af\u5766\u798f\u5927\u5b66\u4ee5\u4eba\u4e3a\u672c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u7684\u6768\u81f4\u8fdc\u548c\u5c71\u5d0e\u660e\u5b50\u6559\u6388\u53ca\u9ad8\u7ea7\u7814\u7a76\u5458\uff0c\u5e76\u62c5\u4efb\u65af\u5766\u798f\u6570\u5b57\u7ecf\u6d4e\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\u3002\u4ed6\u8fd8\u662f\u65af\u5766\u798f\u7ecf\u6d4e\u653f\u7b56\u7814\u7a76\u6240\u7684\u62c9\u5c14\u592b\u00b7\u5170\u9053\u9ad8\u7ea7\u7814\u7a76\u5458\uff0c\u540c\u65f6\u517c\u4efb\u65af\u5766\u798f\u5546\u5b66\u9662\u548c\u65af\u5766\u798f\u7ecf\u6d4e\u7cfb\u7684\u6559\u6388\uff0c\u4ee5\u53ca\u7f8e\u56fd\u56fd\u5bb6\u7ecf\u6d4e\u7814\u7a76\u5c40\u7684\u7814\u7a76\u5458\u3002<\/p>\n<p>\u4f5c\u4e3a\u7545\u9500\u4e66\u4f5c\u5bb6\uff0c\u5e03\u6797\u7ea6\u5c14\u677e\u7684\u7814\u7a76\u91cd\u70b9\u5728\u4e8e\u8003\u5bdf\u4fe1\u606f\u6280\u672f\u5bf9\u5546\u4e1a\u6218\u7565\u3001\u751f\u4ea7\u529b\u4e0e\u7ee9\u6548\u3001\u6570\u5b57\u5546\u52a1\u4ee5\u53ca\u65e0\u5f62\u8d44\u4ea7\u7684\u5f71\u54cd\u3002<\/p>\n<\/aside>\n<p>\u8ba2\u9605 <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u80fd<\/cite> \u5728 <a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/me-myself-and-ai\/id1533115958\" target=\"_blank\" rel=\"noopener\">\u82f9\u679c\u64ad\u5ba2<\/a> \u6216\u8005 <a href=\"https:\/\/open.spotify.com\/show\/7ysPBcYtOPVgI6W5an6lup\" target=\"_blank\" rel=\"noopener\">Spotify<\/a>.<\/p>\n<h4>\u6210\u7ee9\u5355<\/h4>\n<p><strong>\u827e\u8389\u68ee\u00b7\u83b1\u5fb7\uff1a<\/strong> \u4eca\u5929\u7684\u5609\u5bbe\u63d0\u51fa\u4e86\u4e00\u4e2a\u5927\u80c6\u7684\u6311\u8845\uff1a\u4eba\u5de5\u667a\u80fd\u5e76\u975e\u53d7\u6280\u672f\u6240\u9650\uff0c\u800c\u662f\u53d7\u6211\u4eec\u6240\u9650\u3002\u597d\u5947\u539f\u56e0\u5417\uff1f\u73b0\u5728\u5c31\u6765\u4e86\u89e3\u3002<\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> \u6211\u662f\u65af\u5766\u798f\u5927\u5b66\u7684\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff0c\u4f60\u6b63\u5728\u6536\u542c\u7684\u662f <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u80fd<\/cite>. <\/p>\n<p><strong>\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6b22\u8fce\u6765\u5230 <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u80fd<\/cite>\uff0c\u6765\u81ea\u7684\u64ad\u5ba2 <cite>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u65af\u9686\u7ba1\u7406\u8bc4\u8bba<\/cite> \u63a2\u7d22\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u3002 <cite>\u9ebb\u7701\u7406\u5de5\u5b66\u9662 SMR<\/cite> \u81ea 2014 \u5e74\u4ee5\u6765\uff0c\u5305\u62ec\u7814\u7a76\u6587\u7ae0\u3001\u5e74\u5ea6\u884c\u4e1a\u62a5\u544a\u3001\u6848\u4f8b\u7814\u7a76\uff0c\u4ee5\u53ca\u73b0\u5728\u7684 13 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<\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> \u4ee5\u4e0a\u6240\u6709\u3002\u90e8\u5206\u539f\u56e0\u662f\uff0c\u5c31\u50cf\u4f60\u8bf4\u7684\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u91cc\u611f\u5230\u65e0\u804a\uff1b\u5934\u51e0\u5206\u949f\u6709\u70b9\u5413\u4eba\u53c8\u523a\u6fc0\uff0c\u7136\u540e\u5f88\u5174\u594b\u3002\u7136\u540e\u534a\u5c0f\u65f6\u5185\u4f60\u5c31\u89c9\u5f97\uff0c\u201c\u597d\u5427\uff0c\u6211\u5927\u6982\u660e\u767d\u4e86\u3002\u201d\u8fd9\u4e9b\u8f66\u5f00\u8d77\u6765\u6709\u70b9\u50cf\u6211\u7684\u7956\u6bcd\uff0c\u975e\u5e38\u5c0f\u5fc3\u548c\u7f13\u6162\uff0c\u6211\u60f3\u8fd9\u662f\u6b63\u786e\u7684\u505a\u6cd5\u3002 <\/p>\n<p><strong>\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u4e5f\u8bb8\u8fd9\u5c31\u662f\u4f60\u79bb\u5f00\u6ce2\u58eb\u987f\u7684\u539f\u56e0\u3002 <\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> \u6ca1\u9519\u3002\u5b83\u4eec\u7684\u4e8b\u6545\u7387\u6bd4\u4eba\u7c7b\u4f4e90%\u3002\u6211\u671f\u5f85\u6709\u4e00\u5929\u6240\u6709\u8f66\u90fd\u90a3\u6837\u3002\u73b0\u5728\u5b83\u4eec\u70b9\u5bf9\u70b9\u4e4b\u95f4\u6709\u70b9\u6162\u3002\u6709\u65f6\u6211\u8d76\u65f6\u95f4\uff0c\u6211\u5b9e\u9645\u4e0a\u4f1a\u53ebUber\uff0c\u56e0\u4e3a\u6211\u77e5\u9053\u53f8\u673a\u66f4\u613f\u610f\u6284\u8fd1\u8def\uff0c\u53ef\u4ee5\u8fd9\u4e48\u8bf4\u3002\u4f46\u90e8\u5206\u539f\u56e0\u662f\u6211\u4eec\u628a\u90a3\u4e9b\u6700\u521d\u4ee4\u4eba\u77a0\u76ee\u7ed3\u820c\u7684\u4e8b\u60c5\u89c6\u4e3a\u7406\u6240\u5f53\u7136\u3002 <\/p>\n<p>\u6211\u60f3\u6211\u4eec\u7684\u5927\u8111\u5929\u751f\u5c31\u4f1a\u4e60\u60ef\u4e8b\u7269\u3002\u4f46\u4f60\u63d0\u5230\u7684\u53e6\u5916\u4e24\u70b9\uff0c\u6211\u8ba4\u4e3a\u66f4\u91cd\u8981\u4e5f\u66f4\u6709\u8da3\u3002\u4e00\u4e2a\u662f\u8861\u91cf\u95ee\u9898\u3002\u6211\u4eec\u7684\u7ecf\u6d4e\u6307\u6807\u6839\u672c\u5c31\u4e0d\u662f\u4e3a\u4e86\u6355\u6349AI\u7684\u8bb8\u591a\u597d\u5904\u800c\u8bbe\u8ba1\u7684\uff0c\u5c24\u5176\u662f\u514d\u8d39\u6570\u5b57\u4ea7\u54c1\u7684\u597d\u5904\u3002\u6240\u4ee5\u6211\u4eec\u6709\u4e00\u5957\u5b8c\u6574\u7684\u65b9\u6cd5\u8bba\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002\u4e5f\u8bb8\u6211\u4eec\u53ef\u4ee5\u7a0d\u540e\u518d\u8c08\u3002<\/p>\n<p>\u53e6\u4e00\u90e8\u5206\u662fJ\u66f2\u7ebf\u3002\u8fd9\u5c31\u662f\u6211\u4eec\u5f00\u59cb\u5bf9\u8bdd\u65f6\u63d0\u5230\u7684\u2014\u2014\u5728\u5c06\u80fd\u529b\u8f6c\u5316\u4e3a\u771f\u6b63\u7684\u5546\u4e1a\u53d8\u9769\u65b9\u9762\u786e\u5b9e\u5b58\u5728\u5dee\u8ddd\u548c\u56f0\u96be\u3002\u8fd9\u662f\u56e0\u4e3a\u9700\u8981\u90a3\u4e48\u591a\u4e92\u8865\u6027\u8d44\u4ea7\u548c\u6295\u8d44\u3002\u5176\u4e2d\u8bb8\u591a\u5fc5\u987b\u88ab\u53d1\u660e\u51fa\u6765\uff0c\u800c\u6211\u4eec\u4e0d\u77e5\u9053\u5b83\u4eec\u662f\u4ec0\u4e48\uff0c\u8fd9\u4e9b\u4e92\u8865\u6027\u7684\u5171\u540c\u53d1\u660e\u2014\u2014\u65b0\u7684\u4e1a\u52a1\u6d41\u7a0b\u3001\u65b0\u6280\u80fd\u3001\u5168\u65b0\u7684\u5546\u4e1a\u6a21\u5f0f\u548c\u5de5\u4f5c\u65b9\u5f0f\u3002\u5b83\u4eec\u5f88\u96be\uff0c\u6211\u4eec\u6709\u4f01\u4e1a\u5bb6\u3001\u7ba1\u7406\u8005\u3001\u5546\u5b66\u9662\u6559\u6388\u548c\u987e\u95ee\u90fd\u5728\u52aa\u529b\u5f04\u6e05\u695a\u5b83\u4eec\u3002<\/p>\n<p>\u5728\u65e9\u671f\u4e0e[\u5bbe\u5915\u6cd5\u5c3c\u4e9a\u5927\u5b66\u7684]\u6d1b\u6797\u00b7\u5e0c\u7279\u548c\u666e\u62c9\u6851\u7eb3\uff08\u6851\u5c3c\uff09\u00b7\u5766\u8d1d\u7b49\u4eba\u5408\u4f5c\u7684\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u53d1\u73b0\uff0c\u5bf9\u8fd9\u4e9b\u65e0\u5f62\u8d44\u4ea7\u7684\u6295\u5165\u5927\u7ea6\u662f\u5bf9\u8ba1\u7b97\u673a\u6280\u672f\u76f4\u63a5\u6295\u5165\u768410\u500d\u3002\u4f46\u7531\u4e8e\u5b83\u4eec\u5f88\u5927\u7a0b\u5ea6\u4e0a\u662f\u65e0\u5f62\u7684\u3001\u770b\u4e0d\u89c1\u7684\uff0c\u6211\u4eec\u5f80\u5f80\u4e0d\u90a3\u4e48\u91cd\u89c6\u5b83\u4eec\uff0c\u6211\u4eec\u4e0d\u8861\u91cf\u5b83\u4eec\uff0c\u4eba\u4eec\u751a\u81f3\u6ca1\u6709\u610f\u8bc6\u5230\u5b83\u4eec\u7684\u5b58\u5728\u3002\u4f46\u6211\u4eec\u6b63\u52aa\u529b\u5728\u6211\u4eec\u7684\u7814\u7a76\u4e2d\u8ba9\u5b83\u4eec\u66f4\u53ef\u89c1\uff0c\u5e76\u8ba9\u4eba\u4eec\u8ba4\u8bc6\u5230\u4f60\u4e5f\u5fc5\u987b\u8fdb\u884c\u8fd9\u4e9b\u6295\u8d44\u3002 <\/p>\n<p><strong>\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u5b9e\u9645\u4e0a\uff0c\u8861\u91cf\u95ee\u9898\u5de8\u5927\u4e14\u56f0\u96be\u3002\u6211\u8bb0\u5f97\u4f60\u548c[\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u7684]\u963f\u7ef4\u7eb3\u4ec0\u00b7\u79d1\u5229\u65af\u5728\u8c08\u8bba\u4ece\u7ef4\u57fa\u767e\u79d1\u3001Facebook\u548c\u5176\u4ed6\u8fd9\u4e9b\u6280\u672f\u4e2d\u8861\u91cf\u4ef7\u503c\u3002\u6240\u6709\u8fd9\u4e9b\u90fd\u6781\u96be\u8861\u91cf\u3002\u5f53\u6211\u4eec\u4e0d\u8861\u91cf\u4e8b\u7269\u65f6\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u505a\u5f97\u4e0d\u597d\u3002 <\/p>\n<p>\u4e5f\u8bb8\u6211\u4eec\u5207\u6362\u5230\u8861\u91cf\u95ee\u9898\uff0c\u56e0\u4e3a\u6211\u8ba4\u4e3a\u4f60\u7684\u201c\u7164\u77ff\u91cc\u7684\u91d1\u4e1d\u96c0\u201d\u7814\u7a76\u4e2d\u7684\u4e00\u4e2a\u5f88\u9177\u7684\u6545\u4e8b\u2026\u2026\u6211\u60f3\u4f60\u7684\u4e3b\u8981\u53d1\u73b0\u662f\uff0c22\u523025\u5c81\u7684\u4eba\u53d7\u5f71\u54cd\u6700\u5927\uff0c\u5931\u53bb\u4e86\u5927\u7ea616%\u7684\u5c31\u4e1a\u673a\u4f1a\u3002\u4f46\u4f60\u662f\u7528ADP\u7684\u85aa\u8d44\u6570\u636e\u53d1\u73b0\u8fd9\u4e00\u70b9\u7684\u3002\u90a3\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u4fe1\u606f\u4fe1\u53f7\u3002\u8ddf\u6211\u4eec\u8bf4\u8bf4\u90a3\u9879\u7814\u7a76\u5427\u3002 <\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> 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<\/p>\n<p>\u5f53\u6211\u4eec\u67e5\u770b\u5f53\u524d\u4eba\u53e3\u8c03\u67e5\u65f6\uff0c\u6211\u4eec\u5e76\u6ca1\u6709\u771f\u6b63\u770b\u5230\u592a\u591a\uff0c\u5f53\u6211\u4eec\u67e5\u770bADP\u7684\u603b\u4f53\u6570\u636e\u65f6\u2014\u2014ADP\u662f\u4e16\u754c\u4e0a\u6700\u5927\u7684\u85aa\u8d44\u5904\u7406\u5546\u2014\u2014\u4ed6\u4eec\u5728\u8fd9\u91cc\u7684\u6570\u5b57\u7ecf\u6d4e\u5b9e\u9a8c\u5ba4\u4e0e\u6211\u4eec\u5206\u4eab\u4e86\u6570\u636e\u3002\u6211\u4eec\u5b9e\u9645\u4e0a\u5728\u603b\u4f53\u6570\u636e\u4e2d\u4e5f\u6ca1\u6709\u770b\u5230\u592a\u591a\u3002\u6211\u51e0\u4e4e\u5728\u60f3\uff0c\u201c\u597d\u5427\uff0c\u6211\u4eec\u4f1a\u5199\u4e00\u4e2a\u6545\u4e8b\uff0c\u8bf4\u8fd9\u4e00\u5207\u90fd\u53ea\u662f\u4e00\u5806\u7092\u4f5c\u3002\u201d\u4f46\u968f\u540e\u6211\u4eec\u66f4\u6df1\u5165\u5730\u6316\u6398\u4e86\u4e00\u4e0b\uff0c\u4e00\u4e9b\u5b50\u7fa4\u4f53\u6709\u975e\u5e38\u5927\u7684\u5f71\u54cd\uff0c\u5c31\u50cf\u4f60\u521a\u624d\u63d0\u5230\u7684\uff0c22\u523025\u5c81\u7684\u4eba\uff0c\u65e9\u671f\u804c\u4e1a\u5de5\u4f5c\u8005\uff0c\u4ed6\u4eec\u7684\u5c31\u4e1a\u7387\u6709\u660e\u663e\u4e0b\u964d\uff0c\u4f46\u5f53\u4f60\u6309\u4ed6\u4eec\u53d7AI\u5f71\u54cd\u7684\u7a0b\u5ea6\u7ec6\u5206\u65f6\uff0c\u60c5\u51b5\u53d8\u5f97\u975e\u5e38\u60ca\u4eba\u3002 <\/p>\n[OpenAI\u7684]\u6cf0\u5a1c\u00b7\u57c3\u9686\u675c\u3001[\u5bbe\u5915\u6cd5\u5c3c\u4e9a\u5927\u5b66\u7684]\u4e39\u5c3c\u5c14\u00b7\u6d1b\u514b\u7b49\u4eba\u521b\u5efa\u4e86\u4e00\u4e2a\u5206\u7c7b\u6cd5\uff0c\u4ed6\u4eec\u6839\u636e\u53d7LLM\u5f71\u54cd\u7684\u7a0b\u5ea6\u5bf9\u7ecf\u6d4e\u4e2d\u7684\u6240\u6709\u4efb\u52a1\u2014\u201418,000\u4e2a\u4e0d\u540c\u7684\u4efb\u52a1\u2014\u2014\u8fdb\u884c\u6392\u540d\u3002LLM\u80fd\u5e2e\u4f60\u5199\u5907\u5fd8\u5f55\u5417\uff1f\u5f53\u7136\u3002LLM\u80fd\u5e2e\u4f60\u642c\u7bb1\u5b50\u5417\uff1f\u4e0d\u592a\u884c\u3002\u5982\u679c\u4f60\u50cf\u8fd9\u6837\u5bf9\u6bcf\u4e2a\u4efb\u52a1\u8fdb\u884c\u6392\u540d\uff0c\u7136\u540e\u6c47\u603b\u5230\u804c\u4e1a\u5c42\u9762\uff0c\u4f60\u57fa\u672c\u4e0a\u5c31\u6709\u4e86\u4e00\u4e2a\u5206\u6570\uff0c\u8868\u660e\u8fd9\u4e2a\u804c\u4e1a\u662f\u5426\u4f1a\u53d7\u5230LLM\u7684\u5f71\u54cd\u3002 <\/p>\n<p>\u6211\u4eec\u770b\u4e86\u5927\u7ea6750\u4e2a\u804c\u4e1a\u3002\u6211\u4eec\u628a\u5b83\u4eec\u5206\u6210\u4e94\u7b49\u5206\u3002\u5728\u8fd9\u4e2a\u6700\u5e74\u8f7b\u7684\u5e74\u9f84\u7ec4\u4e2d\uff0c\u53d7\u5f71\u54cd\u6700\u5927\u7684\u4e94\u5206\u4e4b\u4e00\uff0c\u5927\u7ea6\u4e00\u767e\u591a\u4e2a\u804c\u4e1a\uff0c\u6700\u521d\u5c31\u4e1a\u7387\u4e0b\u964d\u4e86\u7ea612%\u523013%\u3002\u73b0\u5728\u76f8\u5bf9\u4e8e\u5176\u4ed6\u804c\u4e1a\uff0c\u5c31\u4e1a\u7387\u4e0b\u964d\u4e86\u7ea616%\u523017%\u3002\u6240\u4ee5\u8fd9\u771f\u7684\u76f8\u5f53\u60ca\u4eba\u3002\u6211\u4eec\u6ca1\u6709\u770b\u5230\u8001\u5e74\u5de5\u4f5c\u8005\u5c31\u4e1a\u7387\u4e0b\u964d\uff0c\u5373\u4f7f\u5728\u53d7\u5f71\u54cd\u5927\u7684\u804c\u4e1a\u4e2d\u4e5f\u662f\u5982\u6b64\u3002\u4f60\u771f\u7684\u5fc5\u987b\u8fd9\u6837\u7ec6\u5206\u3002 <\/p>\n<p>\u5373\u4f7f\u6211\u4eec\u63a7\u5236\u4e86\u5176\u4ed6\u56e0\u7d20\uff0c\u6bd4\u5982\u6211\u4eec\u63a7\u5236\u4e86\u5229\u7387\uff0c\u6211\u4eec\u63a7\u5236\u4e86\u79d1\u6280\u884c\u4e1a\u2014\u2014\u5982\u679c\u4f60\u613f\u610f\uff0c\u4f60\u53ef\u4ee5\u628a\u6574\u4e2a\u79d1\u6280\u884c\u4e1a\u5254\u9664\uff0c\u6216\u8005\u63a7\u5236\u79d1\u6280\u884c\u4e1a\u7684\u8fc7\u5ea6\u62db\u8058\u2014\u2014\u4f60\u53ef\u4ee5\u63a7\u5236\u8fdc\u7a0b\u5de5\u4f5c\uff0c\u4f60\u53ef\u4ee5\u63a7\u5236\u6559\u80b2\uff0c\u8fd9\u4e9b\u90fd\u6ca1\u6709\u63a8\u7ffb\u6838\u5fc3\u7ed3\u679c\u3002\u6211\u4eec\u7ee7\u7eed\u770b\u5230\u8fd9\u79cd\u975e\u5e38\u660e\u663e\u7684\u4e0b\u964d\u3002 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<\/p>\n<p>\u7136\u540e\uff0c\u6700\u6709\u8da3\u7684\u7ed3\u679c\uff0c\u4e5f\u662f\u6211\u6700\u5174\u594b\u7684\u4e00\u4e2a\uff0c\u662f\u5982\u679c\u4f60\u5c06\u4ed6\u4eec\u4f7f\u7528AI\u7684\u65b9\u5f0f\u4e3b\u8981\u5206\u4e3a\u81ea\u52a8\u5316\u548c\u6d88\u9664\u5de5\u4f5c\uff0c\u4e0e\u589e\u5f3a\u548c\u521b\u9020\u65b0\u6280\u80fd\u3001\u65b0\u673a\u4f1a\u3001\u505a\u4f60\u4ee5\u524d\u4ece\u672a\u505a\u8fc7\u7684\u65b0\u4e8b\u60c5\uff0c\u90a3\u4e48\u81ea\u52a8\u5316\u7ec4\u7684\u5c31\u4e1a\u5728\u4e0b\u964d\uff0c\u800c\u589e\u5f3a\u7ec4\uff0c\u90a3\u4e9b\u5b66\u4e60\u65b0\u6280\u80fd\u7684\u4eba\uff0c\u5c31\u4e1a\u5728\u589e\u957f\u3002\u6240\u4ee5\u8fd9\u6709\u70b9\u50cf\u53cc\u91cd\u80dc\u5229\uff1a\u66f4\u9ad8\u7684\u751f\u4ea7\u7387\u548c\u589e\u957f\u7684\u5c31\u4e1a\u3002\u51fa\u4e8e\u67d0\u79cd\u539f\u56e0\uff0c\u5f53\u5a92\u4f53\u5199\u6211\u4eec\u7684\u7814\u7a76\u65f6\uff0c\u8fd9\u4e00\u70b9\u6ca1\u6709\u88ab\u5145\u5206\u63d0\u53ca\uff0c\u4f46\u6211\u8ba4\u4e3a\u6211\u4eec\u53d1\u73b0\u7684AI\u53ef\u80fd\u4e0e\u67d0\u4e9b\u7c7b\u578b\u5de5\u4f5c\u8005\u7684\u66f4\u9ad8\u5c31\u4e1a\u76f8\u5173\uff0c\u8fd9\u975e\u5e38\u91cd\u8981\u3002 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<\/p>\n<p>\u6211\u4eec\u5728\u5927\u591a\u6570\u901a\u7528\u6280\u672f\u4e2d\u770b\u5230\u7684\u662f\uff0c\u6700\u521d\u4f1a\u6709\u4e00\u6bb5\u751f\u4ea7\u7387\u4f4e\u8ff7\u751a\u81f3\u4e3a\u8d1f\u7684\u65f6\u671f\uff0c\u7136\u540e\u624d\u5f00\u59cb\u817e\u98de\u3002\u73b0\u5728\u5f88\u96be\u786e\u5207\u77e5\u9053\u6211\u4eec\u5728AI\u65b9\u9762\u5904\u4e8e\u54ea\u4e2a\u9636\u6bb5\u3002\u6211\u4eec\u6b63\u5904\u4e8e\u5176\u4e2d\u3002\u4f46\u5982\u679c\u4f60\u56de\u987e\u66f4\u65e9\u7684\u5386\u53f2\uff0c\u6bd4\u5982\u7535\u529b\u2014\u2014\u6211\u5728\u535a\u58eb\u8bba\u6587\u4e2d\u5199\u8fc7\u4e00\u4e9b\u76f8\u5173\u5185\u5bb9\u2014\u2014\u4fe1\u4e0d\u4fe1\u7531\u4f60\uff0c\u516c\u53f8\u5c1d\u8bd5\u91cd\u65b0\u8bbe\u8ba1\u5de5\u5382\u7ec4\u7ec7\u65b9\u5f0f\u5927\u7ea6\u82b1\u4e8620\u523030\u5e74\u7684\u65f6\u95f4\u3002 <\/p>\n<p>\u4ed6\u4eec\u5b89\u88c5\u4e86\u7535\u52a8\u673a\u3002\u8d77\u521d\u5e76\u6ca1\u6709\u83b7\u5f97\u591a\u5c11\u751f\u4ea7\u7387\u63d0\u5347\u3002\u7ecf\u6d4e\u5b66\u5bb6\u4fdd\u7f57\u00b7\u5927\u536b\u548c\u5176\u4ed6\u4eba\u975e\u5e38\u4ed4\u7ec6\u5730\u8bb0\u5f55\u4e86\u8fd9\u4e00\u70b9\u3002\u5728\u7535\u6c14\u5316\u8fc7\u7a0b\u4e2d\uff0c\u5de5\u5382\u7684\u751f\u4ea7\u7387\u5b9e\u9645\u4e0a\u6709\u957f\u8fbe30\u5e74\u51e0\u4e4e\u6ca1\u6709\u589e\u957f\uff0c\u8fd9\u975e\u5e38\u5f15\u4eba\u6ce8\u76ee\uff0c\u4f46\u6700\u7ec8\uff0c\u4ed6\u4eec\u5b8c\u5168\u91cd\u65b0\u8bbe\u8ba1\u4e86\u5de5\u5382\u7684\u7ec4\u7ec7\u65b9\u5f0f\u3002\u4e0d\u518d\u662f\u56f4\u7ed5\u4e00\u4e2a\u50cf\u84b8\u6c7d\u673a\u90a3\u6837\u7684\u4e2d\u592e\u7535\u673a\u96c6\u7fa4\uff0c\u800c\u662f\u6bcf\u53f0\u8bbe\u5907\u90fd\u6709\u72ec\u7acb\u7684\u7535\u673a\uff0c\u4ed6\u4eec\u5206\u914d\u4e86\u5de5\u4f5c\uff0c\u5e76\u6839\u636e\u7269\u6599\u6d41\u52a8\u6765\u5e03\u5c40\u3002 <\/p>\n<p>\u5f53\u4ed6\u4eec\u8fd9\u6837\u505a\u65f6\uff0c\u751f\u4ea7\u7387\u5f00\u59cb\u98d9\u5347\uff0c\u7ffb\u500d\u751a\u81f3\u4e09\u500d\u3002\u4f46\u5c31\u50cf\u6211\u8bf4\u7684\uff0c\u8fd9\u82b1\u4e8630\u5e74\u65f6\u95f4\u3002\u6211\u4e0d\u8ba4\u4e3aAI\u9700\u898130\u5e74\u3002\u6211\u5f88\u786e\u5b9a\u5b83\u5df2\u7ecf\u5f00\u59cb\u53d1\u751f\u4e86\u3002\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u5b83\u6bd4\u6211\u7684\u4e00\u4e9b\u6280\u672f\u670b\u53cb\u548cAI\u670b\u53cb\u9884\u671f\u7684\u8981\u957f\u3002\u4ed6\u4eec\u8ba4\u4e3a\u4e00\u65e6\u53d1\u660e\u4e86AI\uff0c\u5c31\u5927\u529f\u544a\u6210\u4e86\u3002 <\/p>\n<p>\u73b0\u5b9e\u662f\uff0c\u6b63\u5982\u4f60\u8428\u59c6\u5728\u5de5\u4f5c\u4e2d\u548c\u6211\u5de5\u4f5c\u4e2d\u6240\u77e5\uff0c\u9700\u8981\u8fdb\u884c\u5927\u91cf\u7684\u4e1a\u52a1\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\u3002\u6211\u4eec\u6b63\u5904\u4e8e\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6211\u6b63\u5728\u5c3d\u6211\u4eec\u6240\u80fd\u6765\u52a0\u901f\u8fd9\u4e00\u8fdb\u7a0b\u3002\u6211\u7684\u516c\u53f8Workhelix\u975e\u5e38\u79ef\u6781\u5730\u5e2e\u52a9\u516c\u53f8\u8bc6\u522b\u521b\u9020\u4ef7\u503c\u7684\u673a\u4f1a\u3002\u5982\u679c\u6211\u4eec\u80fd\u52a0\u5feb\u901f\u5ea6\uff0c\u90a3\u5c06\u975e\u5e38\u68d2\uff0c\u4f46\u6211\u4eec\u4ecd\u7136\u4f1a\u9762\u4e34\u4e00\u4e9bJ\u66f2\u7ebf\u3002 <\/p>\n<p><strong>\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6211\u5728\u56de\u60f3\u7535\u529b\u65f6\u4ee3\u3002\u6211\u731c\u4ed6\u4eec\u6ca1\u6709\u73b0\u5728\u4eba\u4eec\u53ef\u80fd\u9762\u4e34\u7684\u5b63\u5ea6\u80a1\u7968\u62a5\u544a\u538b\u529b\u548c\u5373\u65f6\u7ed3\u679c\u7684\u9700\u6c42\u3002<\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> \u8bf4\u5b9e\u8bdd\uff0c\u6700\u5927\u7684\u4e0d\u540c\u662f\u4ed6\u4eec\u6ca1\u6709\u6211\u4eec\u73b0\u5728\u6240\u6709\u7684\u8fd9\u4e9b\u5236\u5ea6\u3002\u4e0d\u662f\u8981\u81ea\u5938\uff0c\u4f46\u5546\u5b66\u9662\u5f53\u65f6\u5e76\u4e0d\u5b58\u5728\u3002\u54a8\u8be2\u4e66\u7c4d\u3001\u6574\u4e2a\u5de5\u4e1a\u5de5\u7a0b\u548c\u7ba1\u7406\u79d1\u5b66\u4e5f\u4e0d\u5b58\u5728\u3002\u6211\u56de\u53bb\u8bfb\u4e86\u4e00\u4e9b\u4e66\u3002\u6211\u53bb\u4e86\u54c8\u4f5b\u5546\u5b66\u9662\u7684\u8d1d\u514b\u56fe\u4e66\u9986\uff0c\u90a3\u91cc\u6709\u4e00\u4e9b\u65e7\u4e66\uff0c\u5f53\u65f6\u4eba\u4eec\u7684\u601d\u7ef4\u65b9\u5f0f\u76f8\u5f53\u539f\u59cb\u3002 <\/p>\n<p>\u73b0\u5728\u6709\u4e00\u4e2a\u5927\u5f97\u591a\u7684\u751f\u6001\u7cfb\u7edf\u6765\u5e2e\u52a9\u516c\u53f8\u91cd\u65b0\u8bbe\u8ba1\u4ed6\u4eec\u7684\u4e1a\u52a1\u6d41\u7a0b\u3002\u8fd9\u4ecd\u7136\u9700\u8981\u65f6\u95f4\u548c\u91cd\u65b0\u8bbe\u8ba1\uff0c\u4ee5\u53ca\u5bf9\u5458\u5de5\u8fdb\u884c\u518d\u57f9\u8bad\u3002\u4f46\u6211\u7684\u611f\u89c9\u662f\uff0c\u7ba1\u7406\u8005\u73b0\u5728\u5bf9\u6b64\u66f4\u52a0\u6e05\u9192\uff0c\u4ed6\u4eec\u66f4\u52a0\u79ef\u6781\u5730\u6295\u5165\u5176\u4e2d\uff0c\u5e76\u4e14\u5206\u4eab\u6700\u4f73\u5b9e\u8df5\u3002 <\/p>\n<p>\u5728Workhelix\uff0c\u6211\u4eec\u6709\u4e00\u4e2a\u5de5\u5177\uff0c\u53ef\u4ee5\u626b\u63cf\u6240\u6709\u673a\u4f1a\uff0c\u4e0e\u5458\u5de5\u5206\u4eab\uff0c\u627e\u51fa\u90a3\u4e9b\u8868\u73b0\u5353\u8d8a\u7684\u8d85\u7ea7\u7528\u6237\uff0c\u7136\u540e\u5c06\u4ed6\u4eec\u4e0e\u666e\u901a\u5458\u5de5\u8fdb\u884c\u6bd4\u8f83\u3002\u8fd9\u6bd4\u4eba\u4eec\u5728\u62e5\u6709\u8fd9\u7c7b\u5de5\u5177\u4e4b\u524d\u7684\u5b66\u4e60\u901f\u5ea6\u53ef\u80fd\u5feb\u4e8610\u500d\u3002 <\/p>\n<p><strong>\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6211\u975e\u5e38\u559c\u6b22\u8fd9\u4e00\u70b9\uff0c\u56e0\u4e3a\u5b83\u518d\u6b21\u5c06\u8861\u91cf\u548c\u5176\u4ed6\u4e00\u4e9b\u4e8b\u60c5\u8054\u7cfb\u8d77\u6765\u3002\u5e74\u5ea6\u7ee9\u6548\u8bc4\u4f30\u771f\u7684\u4e0d\u518d\u6709\u7528\u4e86\u3002\u80fd\u591f\u66f4\u597d\u5730\u8861\u91cf\u4f60\u5728\u505a\u4ec0\u4e48\u4ee5\u53ca\u5982\u4f55\u505a\u7684\u60f3\u6cd5\u662f\u6709\u5e2e\u52a9\u7684\u3002 <\/p>\n<p>\u8ba9\u6211\u7a0d\u5fae\u5531\u5531\u53cd\u8c03\u3002\u6211\u4e4b\u524d\u5199\u8fc7\u4e00\u7bc7\u5173\u4e8e <cite>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u65af\u9686\u7ba1\u7406\u8bc4\u8bba<\/cite> \u91cd\u65b0\u601d\u8003AI\u76ee\u6807 <a href=\"https:\/\/sloanreview.mit.edu\/article\/rethink-ai-objectives\/\">\u7684\u6587\u7ae0\u3002<\/a>\u4f60\u5199\u8fc7\u4e00\u7bc7\u5173\u4e8e <a href=\"https:\/\/digitaleconomy.stanford.edu\/news\/the-turing-trap-the-promise-peril-of-human-like-artificial-intelligence\/\" target=\"_blank\">\u201c\u56fe\u7075\u9677\u9631\u201d<\/a>\u7684\u6587\u7ae0\u3002\u6211\u8ba4\u4e3a\u4eba\u4eec\u7684\u7b2c\u4e00\u53cd\u5e94\u662f\u901a\u8fc7\u56fe\u7075\u6d4b\u8bd5\uff0c\u8ba9\u673a\u5668\u505a\u4eba\u7c7b\u80fd\u505a\u7684\u4e8b\u3002\u8fd9\u5bfc\u81f4\u6211\u4eec\u5bf9\u73b0\u6709\u6d41\u7a0b\u8fdb\u884c\u6e10\u8fdb\u5f0f\u6539\u8fdb\u3002\u5982\u679c\u6211\u4eec\u6ca1\u6709\u8861\u91cf\u6b63\u786e\u7684\u4e1c\u897f\uff0c\u8861\u91cf\u6807\u51c6\u4f3c\u4e4e\u4e5f\u53ef\u80fd\u65e0\u610f\u4e2d\u52a9\u957f\u8fd9\u4e00\u70b9\u3002\u5bf9\u6b64\u4f60\u600e\u4e48\u770b\uff0c\u77ed\u671f\u4e0e\u957f\u671f\uff1f <\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> \u55ef\uff0c\u80af\u5b9a\u6709\u77ed\u671f\u548c\u957f\u671f\u4e4b\u5206\uff1b\u8fd9\u4e9b\u662f\u4f60\u7684\u76ee\u6807\u3002\u51e0\u4e2a\u6708\u524d\u6211\u548c\u4e00\u4f4dCFO\u4ea4\u8c08\uff0c\u5979\u544a\u8bc9\u6211\uff1a\u201c\u563f\uff0c\u6211\u4eec\u771f\u7684\u9700\u8981\u8861\u91cfAI\u7684\u6536\u76ca\uff0c\u5373\u6295\u8d44\u56de\u62a5\u7387\u3002\u201d\u6211\u8bf4\uff1a\u201c\u5f88\u597d\u3002\u4f60\u5e94\u8be5\u8861\u91cf\u5b83\u3002\u8ddf\u6211\u8bf4\u8bf4\u3002\u201d\u5979\u8bf4\uff1a\u201c\u6240\u4ee5\u6211\u8981\u6c42\u6bcf\u4e2a\u90e8\u95e8\u544a\u8bc9\u6211\u4ed6\u4eec\u901a\u8fc7AI\u51cf\u5c11\u4e86\u591a\u5c11\u5458\u5de5\u4eba\u6570\u3002\u201d\u6211\u8bf4\uff1a\u201c\u7b49\u7b49\u3002\u6211\u5f88\u9ad8\u5174\u4f60\u5728\u8861\u91cf\uff0c\u4f46\u8fd9\u4f1a\u4e0d\u4f1a\u6709\u70b9\u7b80\u5355\u5316\u4e86\uff1f\u56e0\u4e3a\uff0c\u662f\u7684\uff0c\u524a\u51cf\u6210\u672c\u6ca1\u6709\u9519\uff0c\u4f46\u8fd9\u786e\u5b9e\u9519\u8fc7\u4e86\u505a\u65b0\u4e8b\u60c5\u7684\u66f4\u5927\u673a\u4f1a\uff0c\u8ba9\u4f60\u7684\u5458\u5de5\u521b\u9020\u65b0\u7684\u4ef7\u503c\u3002\u201d <\/p>\n<p>\u6709\u4e00\u4f4d\u5e74\u85aa\u6570\u767e\u4e07\u7f8e\u5143\u7684CFO\uff0c\u4ed6\u4eec\u8d5a\u5927\u94b1\u7684\u539f\u56e0\u662f\u4ed6\u4eec\u5fc5\u987b\u66f4\u521b\u9020\u6027\u5730\u601d\u8003\u4ef7\u503c\u521b\u9020\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u8ba9\u673a\u5668\u505a\u4eba\u7c7b\u5df2\u7ecf\u5728\u505a\u7684\u4e8b\u60c5\u5e76\u53d6\u4ee3\u4ed6\u4eec\u3002\u8fd9\u5c31\u662f\u7ecf\u5178\u7684\u56fe\u7075\u6d4b\u8bd5\uff1a\u4f60\u80fd\u8ba9\u673a\u5668\u5b8c\u7f8e\u5730\u6a21\u4eff\u4eba\u7c7b\u5417\uff1f<\/p>\n<p>\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u72ed\u9698\u7684\u601d\u8003\u65b9\u5f0f\u3002\u6211\u8ba4\u4e3a\u827e\u4f26\u00b7\u56fe\u7075\u662f\u4e2a\u5929\u624d\uff0c\u4f46\u6211\u8ba4\u4e3a\u8fd9\u79cd\u601d\u7ef4\u65b9\u5f0f\u5bf9\u6211\u4eec\u5982\u4f55\u4f7f\u7528AI\u9020\u6210\u4e86\u5f88\u5927\u635f\u5bb3\u3002\u6211\u79f0\u4e4b\u4e3a\u201c\u56fe\u7075\u9677\u9631\u201d\uff0c\u56e0\u4e3a\u6211\u8ba4\u4e3a\u53ea\u5173\u6ce8\u4f7f\u7528AI\u6765\u53d6\u4ee3\u6216\u6a21\u4eff\u5de5\u4eba\u662f\u4e00\u4e2a\u9677\u9631\u3002\u6211\u4eec\u8fd8\u5e94\u8be5\u601d\u8003AI\u5982\u4f55\u589e\u5f3a\u6211\u4eec\u7684\u80fd\u529b\uff0c\u8ba9\u6211\u4eec\u505a\u65b0\u7684\u4e8b\u60c5\u3002\u4f46\u8fd9\u9700\u8981\u65b0\u7684\u8861\u91cf\u6807\u51c6\uff0c\u6bd4\u5982\uff0c\u4f60\u5982\u4f55\u521b\u9020\u65b0\u4ea7\u54c1\u548c\u670d\u52a1\uff1f\u5982\u4f55\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6\uff1f\u5982\u4f55\u63d0\u9ad8\u8d28\u91cf\uff0c\u65e2\u5305\u62ec\u4ea7\u54c1\u8d28\u91cf\uff0c\u4e5f\u5305\u62ec\u5458\u5de5\u7684\u5de5\u4f5c\u751f\u6d3b\u8d28\u91cf\uff1f <\/p>\n<p>\u6240\u6709\u8fd9\u4e9b\u90fd\u4e0d\u4f1a\u4f53\u73b0\u5728\u4f60\u72ed\u9698\u7684\u66ff\u4ee3\u601d\u7ef4\u4e2d\uff0c\u6240\u4ee5\u8fd9\u4e5f\u9700\u8981\u66f4\u957f\u7684\u65f6\u95f4\uff0c\u5c31\u50cf\u4f60\u8bf4\u7684\u3002\u77ed\u671f\u4e3b\u4e49\u5f80\u5f80\u53ea\u5173\u6ce8\u524a\u51cf\u6210\u672c\u548c\u4f60\u5728\u505a\u7684\u4e8b\u60c5\u3002\u4f46\u90a3\u4e9b\u62e5\u6709\u6700\u5927\u7ade\u4e89\u4f18\u52bf\u3001\u83b7\u5f97\u6700\u6301\u4e45\u5229\u76ca\u7684\u516c\u53f8\uff0c\u662f\u90a3\u4e9b\u601d\u8003\u8d85\u8d8a\u8fd9\u4e00\u70b9\u3001\u505a\u65b0\u4e8b\u60c5\u3001\u65b0\u4e1a\u52a1\u6d41\u7a0b\u3001\u65b0\u4ea7\u54c1\u548c\u670d\u52a1\u7684\u516c\u53f8\u3002\u8fd9\u4e0d\u4f1a\u5728\u51e0\u5468\u5185\u53d1\u751f\uff0c\u4f46\u5f53\u4f60\u5b9e\u73b0\u65f6\uff0c\u4f60\u4f1a\u62e5\u6709\u6301\u7eed\u591a\u5e74\u7684\u4e1c\u897f\u3002 <\/p>\n<p><strong>\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6\uff1a<\/strong> 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<\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> 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<\/p>\n<p>\u8fd9\u5c31\u662f\u9a71\u52a8\u56e0\u7d20\u3002\u540c\u65f6\uff0c\u6211\u544a\u8bc9\u6211\u7684\u5b66\u672f\u540c\u884c\uff0c\u4f60\u4eec\u7684\u6bd4\u8f83\u4f18\u52bf\u4e0d\u5728\u4e8e\u5728\u8ba1\u7b97\u673a\u4e0a\u82b1\u66f4\u591a\u94b1\u3002\u800c\u5728\u4e8e\u521b\u9020\u6027\u601d\u8003\u3002\u6709\u4e9b\u7edd\u5999\u7684\u60f3\u6cd5\u4ec5\u4ec5\u6765\u81ea\u5750\u5728\u529e\u516c\u5ba4\u91cc\u6df1\u5165\u601d\u8003\u3002\u8fd9\u4ecd\u7136\u662f\u4e00\u4e2a\u597d\u7b56\u7565\u3002<\/p>\n<p>\u6211\u4e4b\u524d\u548c\u6770\u5f17\u91cc\u00b7\u8f9b\u987f\u804a\u8fc7\uff0c\u6211\u95ee\u4ed6\u7528\u4ec0\u4e48\u786c\u4ef6\u6765\u83b7\u5f97\u4ed6\u7684\u89c1\u89e3\u548c\u53d1\u73b0\u3002\u4ed6\u6307\u7740\u4ed6\u7684\u7b14\u8bb0\u672c\u7535\u8111\uff0c\u6572\u4e86\u6572\u8bf4\uff1a\u201c\u8fd9\u5c31\u662f\u6211\u7528\u7684\u786c\u4ef6\u3002\u201d\u5bf9\u4e8e\u8fd9\u7c7b\u6839\u672c\u6027\u7684\u7a81\u7834\uff0c\u5e76\u4e0d\u603b\u662f\u9700\u8981\u62e5\u6709\u6570\u5343\u4e2aGPU\u3002 <\/p>\n<p>\u6211\u8ba4\u4e3a\u5b66\u8005\u9700\u8981\u53d1\u6325\u4ed6\u4eec\u7684\u6bd4\u8f83\u4f18\u52bf\u3002\u8bdd\u867d\u5982\u6b64\uff0c\u516c\u5e73\u5730\u8bf4\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u524d\u6cbf\u7814\u7a76\u6b63\u5728\u901a\u8fc7\u4e00\u79cd\u975e\u5e38\u6602\u8d35\u7684\u65b9\u6cd5\u8fdb\u884c\u3002\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0c\u8fd9\u8bc1\u660e\u4e86AI\u7684\u5de8\u5927\u4ef7\u503c\u3002\u5de5\u4e1a\u754c\u4ee5\u524d\u4e0d\u8fd9\u6837\u505a\u7684\u4e00\u4e2a\u539f\u56e0\u4e0d\u4ec5\u4ec5\u662f\u6210\u672c\u9ad8\u6602\uff0c\u800c\u662f\u56de\u62a5\u5e76\u6ca1\u6709\u90a3\u4e48\u5927\u3002 <\/p>\n<p>\u6211\u6765\u5206\u4eab\u4e00\u4e2a\u6545\u4e8b\u3002\u6211\u521b\u529e\u7684\u7b2c\u4e00\u5bb6AI\u516c\u53f8\uff0c\u4fe1\u4e0d\u4fe1\u7531\u4f60\uff0c\u662f\u57281980\u5e74\u4ee3\u672b\u3002\u6211\u5e74\u7eaa\u5c31\u8fd9\u4e48\u5927\u4e86\u3002\u6211\u548cTodd 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<\/p>\n<p><strong>\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6211\u559c\u6b22\u8fd9\u4e2a\u89c2\u70b9\u3002\u6211\u8ba4\u4e3a\u7f8e\u56fd\u653f\u5e9c\u53bb\u5e74\u5728\u975e\u56fd\u9632\u7814\u7a76\u4e0a\u6295\u5165\u4e86\u5927\u7ea615\u4ebf\u7f8e\u5143\uff0c\u8fd9\u5927\u81f4\u76f8\u5f53\u4e8e\u8c37\u6b4c\u7684\u6295\u5165\u3002\u4f60\u77e5\u9053\uff0c\u56fd\u7acb\u536b\u751f\u7814\u7a76\u9662\u548c\u56fd\u5bb6\u79d1\u5b66\u57fa\u91d1\u4f1a\u7684\u9884\u7b97\u5f88\u5c0f\u3002\u6b63\u5982\u4f60\u6307\u51fa\u7684\uff0c\u6211\u4eec\u65e0\u6cd5\u5728\u652f\u51fa\u4e0a\u8d85\u8fc7\u5b83\u4eec\u3002 <\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> 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<\/p>\n<p>\u6240\u4ee5\u8fd9\u662f\u6211\u60f3\u5bf9\u66f4\u5e7f\u9614\u4e16\u754c\u4f20\u8fbe\u7684\u4fe1\u606f\uff1a\u201c\u8ba9\u6211\u4eec\u601d\u8003\u6211\u4eec\u7684\u4ef7\u503c\u89c2\u662f\u4ec0\u4e48\uff0c\u6211\u4eec\u60f3\u5851\u9020\u4ec0\u4e48\u6837\u7684\u7ecf\u6d4e\uff0c\u6211\u4eec\u60f3\u521b\u9020\u4ec0\u4e48\u6837\u7684\u5171\u4eab\u7e41\u8363\u3002\u201d\u6211\u6307\u7684\u662f\u6bcf\u4e2a\u4eba\uff0c\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u4e13\u5bb6\u5e76\u5411\u4ed6\u4eec\u4f20\u8fbe\u8fd9\u4e2a\u4fe1\u606f\uff0c\u4e5f\u5305\u62ec\u653f\u7b56\u5236\u5b9a\u8005\u3001\u516c\u6c11\u3001\u5de5\u4eba\u548c\u7ba1\u7406\u8005\u3002\u8ba9\u6211\u4eec\u601d\u8003\u5982\u4f55\u771f\u6b63\u79ef\u6781\u5730\u5229\u7528\u8fd9\u4e00\u70b9\u3002 <\/p>\n<p>\u5728\u672a\u676510\u5e74\u5185\uff0c\u6211\u9884\u8ba1\u4e16\u754c\u5c06\u53d1\u751f\u6839\u672c\u6027\u53d8\u5316\u3002\u4f46\u6ca1\u6709\u4e00\u4e2a\u4e0d\u53ef\u907f\u514d\u7684\u672a\u6765\u3002\u5f53\u4f60\u8de8\u8d8a\u7f8e\u56fd\u4e0e\u58a8\u897f\u54e5\u6216\u5176\u4ed6\u56fd\u5bb6\u7684\u8fb9\u754c\u65f6\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u4e0d\u540c\u7684\u5236\u5ea6\u5bfc\u81f4\u975e\u5e38\u4e0d\u540c\u7684\u7ed3\u679c\u3001\u4e0d\u540c\u7684\u8d22\u5bcc\u548c\u6c11\u4e3b\u6c34\u5e73\uff0c\u672a\u6765\u4e5f\u662f\u5982\u6b64\u3002\u6211\u4eec\u53ef\u4ee5\u751f\u6d3b\u5728\u8bb8\u591a\u4e0d\u540c\u7684\u53ef\u80fd\u672a\u6765\u4e2d\u3002\u6211\u5728\u6570\u5b57\u7ecf\u6d4e\u5b66\u5b9e\u9a8c\u5ba4\u505a\u7684\u4e00\u4ef6\u4e8b\u5c31\u662f\u8fdb\u884c\u5927\u91cf\u7814\u7a76\uff0c\u4ee5\u4e86\u89e3\u54ea\u4e9b\u8def\u5f84\u66f4\u6709\u53ef\u80fd\u5e26\u6765\u90a3\u4e9b\u6709\u76ca\u7684\u7ed3\u679c\u3002 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\u611f\u8c22\u4f60\u5e26\u6765\u6570\u636e\u548c\u7ec6\u8282\u3002\u6211\u4eec\u4eca\u5e74\u590f\u5929\u6ce2\u58eb\u987f\u89c1\u3002 <\/p>\n<p><strong>\u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff1a<\/strong> \u5f53\u7136\u3002\u671f\u5f85\u89c1\u9762\uff0cSam\u3002\u548c\u4f60\u804a\u5929\u5f88\u6109\u5feb\u3002 <\/p>\n<p><strong>\u827e\u8389\u68ee\u00b7\u8d56\u5fb7\uff1a<\/strong> \u611f\u8c22\u5927\u5bb6\u4eca\u5929\u7684\u6536\u542c\u3002\u6211\u4eec\u8fdb\u5165\u6691\u5047\uff0c\u79cb\u5b63\u5c06\u56de\u5f52\uff0c\u5e26\u6765\u6765\u81eaInstacart\u3001GoFundMe\u3001Dropbox\u548cHoneywell\u7684\u7cbe\u5f69\u6f14\u8bb2\u5609\u5bbe\u9635\u5bb9\u3002\u5c4a\u65f6\u8bf7\u52a0\u5165\u6211\u4eec\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u5982\u679c\u60a8\u5728Apple Podcasts\u4e0a\u7559\u4e0b\u8bc4\u8bba\u6216\u5728Spotify\u4e0a\u8bc4\u5206\uff0c\u5bf9\u6211\u4eec\u7684\u8282\u76ee\u5e2e\u52a9\u5f88\u5927\u3002\u5982\u679c\u6211\u4eec\u7684\u8282\u76ee\u771f\u7684\u5f71\u54cd\u4e86\u60a8\u7684\u751f\u6d3b\u548c\u5de5\u4f5c\uff0c\u8bf7\u7ed9\u6211\u4eec\u7559\u8a00\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u8054\u7cfb\u6211\u4eec\uff1a <a href=\"https:\/\/sloanreview.mit.edu\/audio\/creating-shared-prosperity-with-ai-stanford-digital-economy-labs-erik-brynjolfsson\/mailto:smr-podcast@mit.edu\" target=\"_blank\">smr-podcast@mit.edu<\/a>\u6211\u4eec\u671f\u5f85\u60a8\u7684\u6765\u4fe1\u3002 <\/p>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<p class=\"mmai-trademark\">\n        \u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u80fd<sup>\u00ae<\/sup> \u662f\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u8054\u90a6\u6ce8\u518c\u5546\u6807\u3002\n    <\/p>\n<div class=\"article-authors\" id=\"article-authors\">\n<h4 class=\"article-authors__title\">\u5173\u4e8e\u5236\u4f5c\u56e2\u961f<\/h4>\n<div class=\"article-authors__bio\">\n<p><cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u80fd<\/cite> \u662f\u4e00\u4e2a\u64ad\u5ba2\u5236\u4f5c\u8005 <cite>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u65af\u9686\u7ba1\u7406\u8bc4\u8bba<\/cite> \u7531\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6\u4e3b\u6301\u3002<\/p>\n<p><a href=\"https:\/\/sloanreview.mit.edu\/sam-ransbotham\/\">\u8428\u59c6\u00b7\u5170\u65af\u535a\u745f\u59c6<\/a> \u662f\u6ce2\u58eb\u987f\u5b66\u9662\u5361\u7f57\u5c14\u7ba1\u7406\u5b66\u9662\u4fe1\u606f\u7cfb\u7edf\u7cfb\u7684\u6559\u6388\uff0c\u4e5f\u662f\u300a <cite>\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u65af\u9686\u7ba1\u7406\u8bc4\u8bba<\/cite>\u7684\u4eba\u5de5\u667a\u80fd\u548c\u5546\u4e1a\u6218\u7565\u5927\u521b\u610f\u8ba1\u5212\u3002<\/p>\n<\/div><\/div>\n<\/p><\/div>\n<p>#\u65af\u5766\u798f #\u6570\u5b57 #\u7ecf\u6d4e #\u5b9e\u9a8c\u5ba4 #Erik #Brynjolfsson<\/p>","protected":false},"excerpt":{"rendered":"<p>\u4e3b\u9898 \u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60 \u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60 \u57c3\u91cc\u514b\u00b7\u5e03\u6797\u7ea6\u5c14\u677e\uff08Erik Brynjolfsson\uff09\u5411\u6240\u6709\u62c5\u5fc3\u4eba\u5de5\u667a\u80fd\u7684\u4eba\u63d0\u51fa\u4e86\u4e00\u4e2a\u6311\u6218\uff1a\u522b\u518d\u95ee\u4eba\u5de5\u667a\u80fd\u4f1a\u7ed9\u6211\u4eec\u5e26\u6765\u4ec0\u4e48\uff0c\u800c\u662f\u5f00\u59cb\u95ee\u6211\u4eec\u5c06\u7528\u4eba\u5de5\u667a\u80fd\u505a\u4ec0\u4e48\u3002\u5728\u8fd9\u671f\u300a\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u80fd\u300b\u8282\u76ee\u4e2d\uff0c\u8fd9\u4f4d\u65af\u5766\u798f\u5927\u5b66\u7684\u7ecf\u6d4e\u5b66\u5bb6\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u6280\u672f\u5e76\u4e0d\u662f[&hellip;]<\/p>","protected":false},"author":1,"featured_media":8603,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-8602","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-management"],"acf":[],"yoast_head":"<!-- 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