{"id":20613,"date":"2024-06-17T14:17:58","date_gmt":"2024-06-17T06:17:58","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=20613"},"modified":"2024-06-17T14:17:58","modified_gmt":"2024-06-17T06:17:58","slug":"hinton%e4%b8%ba%e6%8b%92%e9%a9%ac%e6%96%af%e5%85%8boffer%e6%89%af%e8%b0%8e%e6%8c%82%e7%94%b5%e8%af%9d%ef%bc%8c%e8%ad%a6%e5%91%8aai%e5%8f%96%e4%bb%a3%e4%ba%ba%e7%b1%bb%e6%af%94%e6%83%b3%e8%b1%a1","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/06\/17\/20613\/","title":{"rendered":"Hinton\u4e3a\u62d2\u9a6c\u65af\u514boffer\u626f\u8c0e\u6302\u7535\u8bdd\uff0c\u8b66\u544aAI\u53d6\u4ee3\u4eba\u7c7b\u6bd4\u60f3\u8c61\u4e2d\u5feb30\u5e74"},"content":{"rendered":"<div><img data-dominant-color=\"8c8b91\" data-has-transparency=\"false\" style=\"--dominant-color: #8c8b91;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-20615\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/e77e0578698478e5b28480bca7c4b9522a793e-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/e77e0578698478e5b28480bca7c4b9522a793e-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/e77e0578698478e5b28480bca7c4b9522a793e-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div class=\"article-desc\">\u5c31\u5728\u8fd9\u4e24\u5929\uff0cHinton\u63a5\u53d7\u4e86\u591a\u5bb6\u5a92\u4f53\u7684\u4e13\u8bbf\uff0c\u65e2\u6709\u8001\u751f\u5e38\u8c08\u7684\u5185\u5bb9\uff0c\u5373\u4ed6\u5bf9AI\u53d1\u5c55\u5b89\u5168\u7684\u62c5\u5fe7\uff1b\u4e5f\u6709\u4e00\u4e9b\u65b0\u7684\u8bdd\u9898\u548c\u516b\u5366\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p><strong>Geoffrey Hinton<\/strong>\u8001\u7237\u5b50\u2014\u2014\u56fe\u7075\u5956\u5f97\u4e3b\u3001\u6df1\u5ea6\u5b66\u4e60\u53d1\u660e\u4eba\u3001AI\u4e09\u5de8\u5934\u3001Ilya\u4e4b\u5e08\uff0c\u5728\u6700\u65b0\u4e13\u8bbf\u4e2d\u900f\u9732\u51fa\u8fd9\u4e2a\u4ee4\u4eba\u5fc3\u788e\u7684\u6d88\u606f\u3002<\/p>\n<p class=\"js_darkmode__5\">\u5c31\u5728\u8fd9\u4e24\u5929\uff0cHinton\u63a5\u53d7\u4e86\u591a\u5bb6\u5a92\u4f53\u7684\u4e13\u8bbf\uff0c\u65e2\u6709\u8001\u751f\u5e38\u8c08\u7684\u5185\u5bb9\uff0c\u5373\u4ed6\u5bf9AI\u53d1\u5c55\u5b89\u5168\u7684\u62c5\u5fe7\uff1b\u4e5f\u6709\u4e00\u4e9b\u65b0\u7684\u8bdd\u9898\u548c\u516b\u5366\u3002<\/p>\n<p class=\"js_darkmode__6\">\u4ed6\u63d0\u5230\u4e86\u8001\u670b\u53cb\u9a6c\u65af\u514b\uff0c\u4fe9\u4eba\u4e00\u76f4\u4ee5\u6765\u90fd\u662fAI\u5a01\u80c1\u8bba\u7684\u652f\u6301\u8005\u3002<\/p>\n<p class=\"js_darkmode__7\">\u4f46Hinton\u900f\u9732\uff0c\u6700\u8fd1<strong>\u8001\u9a6c\u9080\u8bf7\u4ed6\u52a0\u5165xAI\u7684\u987e\u95ee\u59d4\u5458\u4f1a<\/strong>\u65f6\uff0cHinton\u4e3a\u4e86\u5a49\u62d2\u4ed6\uff0c\u4e0d\u5f97\u4e0d\u4e0a\u6f14\u4e86\u4e00\u51fa\u91d1\u8749\u8131\u58f3\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__9\">\u6211\u4eec\u6253\u4e86\u901a\u5dee\u4e0d\u591a20\u5206\u949f\u7684\u7535\u8bdd\u2026\u2026\u4e3a\u4e86\u62d2\u7edd\u4ed6\uff08\u9a6c\u65af\u514b\uff09\uff0c\u6211\u4e0d\u5f97\u4e0d\u8c0e\u79f0\u81ea\u5df1\u9a6c\u4e0a\u6709\u4e2a\u4f1a\uff0c\u8d76\u7d27\u6302\u4e86\u3002<\/p>\n<\/blockquote>\n<h6><img data-dominant-color=\"7c716e\" data-has-transparency=\"false\" style=\"--dominant-color: #7c716e;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-20616\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/06\/93c31f95558468106f09871d707068ae9a810b.gif\" width=\"304\" height=\"224\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/><\/h6>\n<p>\u25b3\u6218\u672f\u6027\u540e\u64a4<\/p>\n<p class=\"js_darkmode__13\">\u4e0d\u77e5\u9053\u9a6c\u65af\u514b\u672c\u4eba\u770b\u5230\u8fd9\u90e8\u5206\u4e13\u8bbf\u5185\u5bb9\u7684\u65f6\u5019\u4f1a\u4f5c\u4f55\u611f\u60f3\u2026\u2026<\/p>\n<p class=\"js_darkmode__14\">\u4e0d\u8fc7\uff0c\u54b1\u90fd\u60f3\u66ff\u9a6c\u65af\u514b\u95ee\u4e0a\u4e00\u5634\u4e86\uff0c\u540c\u4e3aAI\u5a01\u80c1\u8bba\u652f\u6301\u8005\uff0c\u8001\u7237\u5b50\u8fd9\u5230\u5e95\u4e3a\u5565\u554a\uff1f\uff1f\uff1f<\/p>\n<p class=\"js_darkmode__15\">Hinton\u4e5f\u6ca1\u85cf\u7740\u6396\u7740\uff0c\u660e\u8bf4\u4e86\uff0c<strong>\u56e0\u4e3a\u9a6c\u65af\u514b\u662fxAI\u80cc\u540e\u7684\u90a3\u4e2a\u7537\u4eba<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__16\">\u201c\u9a6c\u65af\u514b\uff0c\u8fd8\u6709\u5c0f\u624e\uff0c\u4ed6\u4eec\u8fd9\u7fa4\u63a8\u52a8AI\u53d1\u5c55\u7684\u5173\u952e\u6027\u4eba\u7269\uff0c\u5176\u5b9e\u4e5f\u662fAI\u53d1\u5c55\u6f5c\u5728\u5a01\u80c1\u95ee\u9898\u7684\u4e00\u90e8\u5206\u3002\u201dHinton\u5982\u662f\u8bf4\uff0c\u201c<strong>\u80fd\u63a7\u5236\u4ed6\u4eec\u7684\uff0c\u6050\u6015\u53ea\u6709\u653f\u5e9c\u76d1\u7ba1\u4e86<\/strong>\u3002\u201d<\/p>\n<p class=\"js_darkmode__17\">\u8fd9\u5c31\u4e0d\u5f97\u4e0d\u63d0\u5230\uff0cHinton\u8868\u793a\u5927\u5927\u652f\u6301\u672c\u6708\u65e9\u4e9b\u65f6\u5019\u4e00\u5c01\u5341\u51e0\u540d\u524dOpenAI\u5458\u5de5\u7684\u8054\u540d\u4fe1\u3002<\/p>\n<p class=\"js_darkmode__18\">\u4fe1\u91cc\u8868\u793a\uff0c\u76ee\u524d\u5bf9\u4e3e\u62a5\u4eba\u7684\u4fdd\u62a4\u4e0d\u591f\uff0c\u800c\u4e14OpenAI\u7b49\u516c\u53f8\u8fd8\u5728\u6253\u538b\u8fd9\u4e9b\u4e3e\u62a5\u3002<\/p>\n<p class=\"js_darkmode__19\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202406\/16\/b8e8d4a481c206b4ae913118829db581a42eba.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__20\">\u663e\u7136\uff0c\u73b0\u5e74\u5df2\u7ecf76\u5c81\u7684Hinton\uff0c\u8fd8\u5728\u4e3aAI\u7684\u826f\u6027\u53d1\u5c55\u56db\u5904\u5954\u8d70\u3002<\/p>\n<p class=\"js_darkmode__21\">\u9664\u4e86\u66dd\u51fa\u548c\u9a6c\u65af\u514b\u7684\u53cb\u60c5\u5c0f\u8239\u7ffb\u8239\u6545\u4e8b\uff0c\u6700\u65b0\u4e13\u8bbf\u4e2d\uff0c\u4ed6\u5bf9AI\u53d1\u5c55\u53c8\u6709\u4e86\u54ea\u4e9b\u65b0\u5224\u65ad\uff1f<\/p>\n<p class=\"js_darkmode__22\">\u4e00\u8d77\u6765\u770b<img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202406\/16\/b6d0bee5553986d4a9e16298631a4a6ae5de41.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h2>\u672a\u67655-20\u5e74\uff0cAI\u6709\u4e00\u534a\u6982\u7387\u53d8\u5f97\u6bd4\u4eba\u806a\u660e<\/h2>\n<p class=\"js_darkmode__24\">\u8fd9\u4e24\u5929\uff0cHinton\u4e00\u5171\u53c2\u52a0\u4e86\u4e24\u4e2a\u4e13\u8bbf\u3002\u4e00\u4e2a\u662fBBN\u7684\u7535\u89c6\u8bbf\u8c08\uff0c\u53e6\u4e00\u4e2a\u662f\u548c\u300a\u73af\u7403\u90ae\u62a5\u300b\u4f5c\u8005\u7684\u4e13\u8bbf\uff08\u542c\u8bf4\u8fd8\u662fHinton\u4e3b\u52a8\u53d1\u90ae\u4ef6\u8bf4\u60f3\u804a\u804a\uff09\u3002<\/p>\n<p class=\"js_darkmode__25\">\u4e24\u4e2a\u8bbf\u8c08\u4e2d\u90fd\u8c08\u5230\u4e86\u4e00\u4e2a\u89c2\u70b9\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__27\">\u672a\u67655-20\u5e74\uff0cAI\u6709\u4e00\u534a\u6982\u7387\u6bd4\u4eba\u7c7b\u806a\u660e\u3002\u5f53\u5b83\u4eec\u6bd4\u4eba\u7c7b\u66f4\u806a\u660e\u65f6\uff0c\u6211\u4e0d\u77e5\u9053\u6211\u4eec\u88ab\u63a5\u7ba1\u7684\u53ef\u80fd\u6027\u6709\u591a\u5927\uff0c\u4f46\u5728\u6211\u770b\u6765\u5f88\u6709\u53ef\u80fd\u3002<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__28\">\u5982\u4f55\u505a\u51fa\u8fd9\u6837\u7684\u5224\u65ad\uff1f\u6709\u6765\u81ea\u5bf9\u76ee\u524dAI\u884c\u4e1a\u7684\u89c2\u5bdf\u548c\u5206\u6790\uff0c\u4e5f\u6709\u5bf9AI\u7406\u8bba\u7684\u6df1\u5165\u89c1\u89e3\u3002<\/p>\n<p class=\"js_darkmode__29\"><strong>\u5148\u6765\u770bHinton\u5982\u4f55\u770b\u5f53\u524d\u7684AI\u884c\u4e1a\u53d1\u5c55<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__30\">\uff08\u4ee5\u4e0b\u4e3aBNN\u7535\u89c6\u4e13\u8bbf\u5b9e\u5f55\u6574\u7406\uff0cHinton\u7b2c\u4e00\u4eba\u79f0\u81ea\u8ff0\uff09<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202406\/16\/c42690c438e24018c6e5298d879cd6e7f29fca.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__31\">\u53bb\u5e74\uff082023\u5e74\uff09\u6625\u5929\uff0c\u6211\u5f00\u59cb\u610f\u8bc6\u5230\u6b63\u5728\u6784\u5efa\u7684AI\u53ef\u80fd\u4f1a\u6210\u4e3a\u6bd4\u4eba\u7c7b\u66f4\u667a\u80fd\u7684\u5b58\u5728\u3002<\/p>\n<p class=\"js_darkmode__32\">\u6211\u4eec\u5fc5\u987b\u8ba4\u771f\u5bf9\u5f85\u8fd9\u4e2a\u95ee\u9898\uff1a<strong>\u5982\u679cAI\u53d8\u5f97\u6bd4\u4eba\u7c7b\u66f4\u806a\u660e\u600e\u4e48\u529e\uff1f<\/strong><\/p>\n<p class=\"js_darkmode__33\">\u5728\u6211\u770b\u6765\uff0c\u4e5f\u8bb8\u518d\u8fc720\u5e74\u5de6\u53f3\uff0cAI\u5c31\u4f1a\u6bd4\u6211\u4eec\u66f4\u806a\u660e\u4e86\u3002\u4f46\u5728\u90a3\u4e00\u5929\u771f\u6b63\u5230\u6765\u4e4b\u524d\uff0c\u5305\u62ec\u73b0\u5728\uff0c\u8bb8\u591a\u4eba\u90fd\u8ba4\u4e3a\u65e0\u9700\u62c5\u5fc3\u8fd9\u4ef6\u4e8b\uff0c\u8ba4\u4e3aAI\u53ea\u662f\u7edf\u8ba1\u6280\u5de7\u3002\u81f3\u4e8eAI\u667a\u5546\u8d85\u8d8a\u4eba\u7c7b\uff0c\u90a3\u662f\u79d1\u5e7b\u5c0f\u8bf4\u91cc\u7684\u4e8b\u3002<\/p>\n<p class=\"js_darkmode__34\">\u4f46\u6211\u4e0d\u518d\u76f8\u4fe1\u8fd9\u4ec5\u5b58\u4e8e\u79d1\u5e7b\u5c0f\u8bf4\u4e2d\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u5b8c\u5168\u9519\u8bef\u7684\uff0c\u6211\u4eec\u73b0\u5728\u5c31\u9700\u8981\u8ba4\u771f\u601d\u8003\u6211\u4eec\u80fd\u5426\u63a7\u5236AI\u3002<\/p>\n<p class=\"js_darkmode__35\"><strong>\u6240\u4ee5\u6211\u7ad9\u51fa\u6765\uff0c\u56db\u5904\u5ba3\u8bb2\u5173\u4e8eAI\u5a01\u80c1\u7684\u8bdd\u9898\u3002<\/strong><\/p>\n<p class=\"js_darkmode__36\">\u4e8b\u5b9e\u4e0a\uff0cAI\u53d1\u5c55\u5f97\u975e\u5e38\u5feb\uff0c\u7b80\u76f4\u53ef\u4ee5\u8bf4\u4e00\u65e5\u5343\u91cc\u3002<\/p>\n<p class=\"js_darkmode__37\">\u4e0d\u4fe1\u7684\u8bdd\u54b1\u4eec\u53ef\u4ee5\u56de\u5934\u770b\u770b10\u5e74\u524dAI\u7684\u53d1\u5c55\u60c5\u51b5\u3002<\/p>\n<p 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class=\"js_darkmode__78\">\u6211\u8ba4\u4e3a\uff0c<strong>\u552f\u4e00\u80fd\u51cf\u7f13\u8fd9\u79cd\u60c5\u51b5\u7684\u53ea\u6709\u6765\u81ea\u653f\u5e9c\u7684\u4e25\u683c\u76d1\u7ba1<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__79\">\u6362\u53e5\u8bdd\u8bf4\uff0c\u5c3d\u7ba1AI\u662f\u4e2a\u597d\u4e1c\u897f\uff0c\u505a\u5f88\u591a\u4e8b\u60c5\u90fd\u8d85\u68d2\u7684\uff0c\u4f46\u6240\u6709\u7684AI\u6a21\u578b\u90fd\u5f88\u6602\u8d35\uff0c\u56e0\u4e3a\u80cc\u540e\u662f\u5de8\u91cf\u7684\u8ba1\u7b97\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6700\u8fd1\u82f1\u4f1f\u8fbe\u603b\u5e02\u503c\u7a81\u78343\u4e07\u4ebf\u7f8e\u5143\u7684\u539f\u56e0\u3002<\/p>\n<p class=\"js_darkmode__80\">\u653f\u5e9c\u5e94\u8be5\u5173\u6ce8\u7684\u662f\uff0c\u5982\u4f55\u60f3\u529e\u6cd5\u8ba9\u771f\u6b63\u7684\u8d85\u7ea7\u667a\u80fd\u4e0d\u60f3\/\u4e0d\u80fd\u63a5\u7ba1\u4eba\u7c7b\u7684\u4e00\u5207\u3002<\/p>\n<p class=\"js_darkmode__81\">\u8bf4\u4ed4\u7ec6\u70b9\uff0c\u5c31\u662f<strong>\u653f\u5e9c\u5e94\u8be5\u5173\u6ce8\u5982\u4f55\u9632\u6b62AI\u8bbe\u8ba1\u6b66\u5668\u3001\u5982\u4f55\u9632\u6b62\u7528AI\u8fdb\u884c\u7f51\u7edc\u653b\u51fb\u3001\u5982\u4f55\u9632\u6b62AI\u4f5c\u5f0a\u9009\u4e3e\u6295\u7968\u7b49\u7b49<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__82\">\u4e00\u4e9bAI\u5e26\u6765\u7684\u98ce\u9669\u5df2\u7ecf\u88ab\u770b\u5230\u4e86\uff0c\u6bd4\u5982\u5b83\u4f1a\u5f15\u8d77\u65b0\u4e00\u6ce2\u5931\u4e1a\uff1b\u800c\u6211\u66f4\u5173\u6ce8\u7684\u662fAI\u5e26\u6765\u7684\u5a01\u80c1\uff0c\u5c3d\u7ba1\u5f88\u591a\u4eba\u8ba4\u4e3a\u8fd9\u4e0d\u53ef\u80fd\u53d1\u751f\u3002<\/p>\n<p class=\"js_darkmode__83\">\u597d\u4e86\uff0c\u518d\u91cd\u7533\u4e00\u6b21\uff0c\u6211\u89c9\u5f97\u6211\u76ee\u524d\u80fd\u60f3\u5230\u7684\u6700\u597d\u7684\u529e\u6cd5\uff0c\u5c31\u662f\u653f\u5e9c\u5f3a\u5236\u8981\u6c42\u5927\u516c\u53f8\u5728AI\u5b89\u5168\u65b9\u9762\u52a0\u5927\u6295\u5165\uff0c\u6bd4\u5982\u8bf4\u9700\u8981\u628a\u4e09\u5206\u4e4b\u4e00\u7684\u8ba1\u7b97\u8d44\u6e90\u7528\u4e8e\u5b89\u5168\u5de5\u4f5c\u3002<\/p>\n<p class=\"js_darkmode__84\">\u8bf4\u5b9e\u5728\u8bdd\u8fd9\u4e2a\u60f3\u6cd5\u5176\u5b9e\u4e5f\u4e00\u822c\u822c\uff0c<strong>\u4f46\u6211\u5df2\u7ecf\u5c3d\u529b\u4e86\u3002<\/strong><\/p>\n<p class=\"js_darkmode__86\">Ilya\u6700\u8fd1\u79bb\u5f00\u4e86OpenAI\uff0c\u4f46\u663e\u7136\u4ed6\u65e9\u5c31\u60f3\u79bb\u5f00\u4e86\uff0c\u56e0\u4e3aOpenAI\u4e0d\u4f1a\u6295\u5165\u8db3\u591f\u7684\u8d44\u6e90\u6765\u4fdd\u969cAI\u53d1\u5c55\u7684\u5b89\u5168\uff0c\u5c71\u59c6\u00b7\u5965\u7279\u66fc\u663e\u7136\u4e0d\u4f1a\u8fd9\u4e48\u505a\u3002<\/p>\n<p class=\"js_darkmode__87\">\u5176\u5b9e\u5927\u591a\u6570\u516c\u53f8\u90fd\u4e0d\u4f1a\u628a20%-30%\u7684\u8d44\u6e90\u7528\u5728\u5b89\u5168\u5de5\u4f5c\u4e0a\u3002<\/p>\n<p class=\"js_darkmode__88\">\u4e4b\u524d\u6211\u5728\u8c37\u6b4c\u7684\u65f6\u5019\uff0c\u5728\u8fd9\u65b9\u9762\u8fd8\u662f\u6bd4\u8f83\u9886\u5148\u7684\u3002\u8c37\u6b4c\u975e\u5e38\u8d1f\u8d23\u4efb\uff0c\u867d\u7136\u5728\u5b89\u5168\u65b9\u9762\u6ca1\u6709\u505a\u592a\u591a\u5de5\u4f5c\uff0c\u4f46\u662f\u4e5f\u6ca1\u6709\u5bf9\u5916\u53d1\u5e03\u8fd9\u4e9b\u4e1c\u897f\uff08like ChatGPT\uff09\uff0c\u4e5f\u5c31\u662f\u8bf4\u8c37\u6b4c\u4e0d\u60f3\u63a8\u51fa\u6709\u5e7b\u89c9\u3001\u6709\u504f\u89c1\u7684ChatBot\u6765\u73b7\u6c61\u81ea\u5bb6\u7684\u58f0\u8a89\u3002<\/p>\n<p class=\"js_darkmode__89\">\u8fd9\u4e00\u70b9\u4e0a\u4ed6\u4eec\u8fd8\u662f\u975e\u5e38\u8d1f\u8d23\u7684\uff0c\u5373\u4f7f\u8c37\u6b4c\u7814\u53d1\u51fa\u4e86ChatBot\uff0c\u4f46\u4ec5\u4ec5\u662f\u5728\u5185\u90e8\u4f7f\u7528\u3002<\/p>\n<p class=\"js_darkmode__90\"><strong>\u4f46OpenAI\u5c31\u4e0d\u4e00\u6837\u4e86\uff0c\u4ed6\u4eec\u5229\u7528Transformer\uff0c\u6447\u8eab\u4e00\u53d8\u6bd4\u8c37\u6b4c\u6280\u672f\u8fd8\u5389\u5bb3\u4e86\u3002<\/strong><\/p>\n<p class=\"js_darkmode__91\">\u7136\u540e\uff0cOpenAI\u628a\u7814\u7a76\u51fa\u6765\u7684\u4e1c\u897f\u4ea4\u7ed9\u4e86\u5fae\u8f6f\u2026\u2026<\/p>\n<p class=\"js_darkmode__92\">\u63a5\u4e0b\u6765\u7684\u4e8b\u60c5\uff0c\u60f3\u5fc5\u5927\u5bb6\u90fd\u77e5\u9053\u4e86\u3002<\/p>\n<p class=\"js_darkmode__93\">\u5de5\u4e1a\u9769\u547d\u5f7b\u5e95\u6539\u53d8\u4e86\u4eba\u4eec\u7684\u751f\u6d3b\u65b9\u5f0f\uff0c\u5546\u54c1\u51fa\u73b0\uff0c\u4eba\u4eec\u5f00\u59cb\u52aa\u529b\u8d5a\u94b1\uff0c\u8fd9\u90fd\u662f\u975e\u5e38\u597d\u7684\uff0c\u53ea\u8981\u6709\u89c4\u5b9a\u6765\u963b\u6b62\u4eba\u7c7b\u7528\u521b\u9020\u529b\u628a\u4e16\u754c\u53d8\u7cdf\u7cd5\uff0c\u90a3\u5c31\u4e07\u4e8b\u5927\u5409\u4e86\u3002<\/p>\n<p class=\"js_darkmode__94\">\u6bd4\u5982\uff0c\u5927\u578b\u5236\u836f\u516c\u53f8\u662f\u4e0d\u88ab\u5141\u8bb8\u5236\u9020\u6210\u763e\u6027\u836f\u7269\u7684\uff0c\u5927\u578b\u77f3\u6cb9\u516c\u53f8\u4e5f\u4e0d\u4f1a\u88ab\u5141\u8bb8\u75af\u72c2\u8fdb\u884c\u4e8c\u6c27\u5316\u78b3\u6392\u653e\u3002<\/p>\n<p class=\"js_darkmode__95\">\u7b80\u800c\u8a00\u4e4b\uff0c\u6211\u4eec\u9700\u8981\u653f\u5e9c\u76d1\u7ba1\uff0c\u4ee5\u786e\u4fdd\u65b0\u4e8b\u7269\u7ed9\u4eba\u7c7b\u5e26\u6765\u5229\u6da6\u7684\u540c\u65f6\uff0c\u4e0d\u4f1a\u51fa\u73b0\u6709\u5bb3\u7684\u4e8b\u7269\u3002<\/p>\n<p class=\"js_darkmode__97\">\u6211\u8ba4\u4e3a\u6709\u4e00\u534a\u7684\u53ef\u80fd\u6211\u4eec\u80fd\u627e\u5230\u548c\u8d85\u7ea7\u667a\u80fd\u548c\u5e73\u76f8\u5904\u7684\u65b9\u5f0f\u3002<\/p>\n<p class=\"js_darkmode__98\">\u6211\u6709\u7684\u670b\u53cb\u8ba4\u4e3a\u6211\u4eec\u4e00\u5b9a\u80fd\u627e\u5230\u8fd9\u79cd\u65b9\u5f0f\uff0c\u56e0\u4e3a\u4eba\u7c7b\u975e\u5e38\u806a\u660e\u3002<\/p>\n<p class=\"js_darkmode__99\">\u4f46\u4f60\u77e5\u9053\u7684\uff0c\u8d85\u7ea7\u667a\u80fd\u4e5f\u662f\u975e\u5e38\u806a\u660e\u7684\u3002<\/p>\n<p class=\"js_darkmode__100\">\u6700\u540e\u6211\u60f3\u8bf4\u7684\u662f\uff0c\u6211\u4eec\u6709\u6bd4\u4e94\u4e94\u5f00\u53ef\u80fd\u6027\u66f4\u9ad8\u7684\u4e0e\u8d85\u7ea7\u667a\u80fd\u548c\u5e73\u5171\u5904\u7684\u673a\u4f1a\uff0c\u4f46\u8fd9\u79cd\u53ef\u80fd\u6027\u7edd\u975e\u201c\u53ea\u67091%\u7684\u53ef\u80fdAI\u63a5\u7ba1\u4e00\u5207\u201d\uff0cAI\u7684\u80fd\u529b\u6bd4\u8fd9\u8981\u5f3a\u5f97\u591a\u3002<\/p>\n<h2>AI\u6709\u60c5\u7eea\u4e5f\u6709\u4e3b\u89c2\u7ecf\u9a8c<\/h2>\n<p class=\"js_darkmode__102\">\u6216\u8bb8\u4e5f\u662f\u5bf9\u884c\u4e1a\u53d1\u5c55\u8fc7\u4e8e\u62c5\u5fe7\uff0cHinton\u5a49\u62d2\u9a6c\u65af\u514b\u8fd8\u4e0d\u5f97\u4e0d\u5f00\u9664\u4e86\u4ed6\u201c\u670b\u53cb\u7c4d\u201d\u3002<\/p>\n<p class=\"js_darkmode__103\">\u8fd9\u4e2a\u5c0f\u516b\u5366\u5219\u662f\u4ed6\u5728\u548c\u300a\u73af\u7403\u90ae\u62a5\u300b\u4f5c\u8005Ian Brown\u804a\u5929\u65f6\u63d0\u5230\u7684\u3002<\/p>\n<p class=\"js_darkmode__104\">\u4e0d\u540c\u4e8e\u548cBNN\u804a\u7684\u5185\u5bb9\uff0c\u548c\u300a\u73af\u7403\u90ae\u62a5\u300b\u7684\u5bf9\u8c08\u4e2d\uff0cHinton\u804a\u5230\u4e86\u66f4\u591a\u5bf9AI\u6280\u672f\u7684\u7406\u89e3\u3002<\/p>\n<h3>Chatbot\u5728\u8ba4\u77e5\u5c42\u9762\u6709\u60c5\u7eea<\/h3>\n<p class=\"js_darkmode__106\"><strong>Hinton<\/strong>\uff1a\u6211\u60f3\u63a2\u8ba8\u7684\u662f\uff0cChatGPT\u8fd9\u7c7bAI\u662f\u5426\u80fd\u7406\u89e3\u4eba\u4eec\u5728\u8bf4\u4ec0\u4e48\u95ee\u9898\u3002\u5f88\u591a\u4eba\u89c9\u5f97Chatbot\u5373\u4f7f\u80fd\u6b63\u786e\u56de\u7b54\u95ee\u9898\uff0c\u4e5f\u4e0d\u80fd\u771f\u6b63\u7406\u89e3\u4eba\u7c7b\uff0c\u5b83\u53ea\u662f\u4e00\u4e2a\u7edf\u8ba1\u65b9\u6cd5\u3002\u8fd9\u5b8c\u5168\u662f\u80e1\u8bf4\u516b\u9053\u3002<\/p>\n<p class=\"js_darkmode__107\"><strong>Brown<\/strong>\uff1a\u771f\u7684\u5417\uff1f<\/p>\n<p class=\"js_darkmode__108\"><strong>Hinton<\/strong>\uff1a\u4ed6\u4eec\u771f\u7684\u7406\u89e3\uff0c\u800c\u4e14\u7406\u89e3\u65b9\u5f0f\u548c\u6211\u4eec\u4e00\u6837\u3002<\/p>\n<p class=\"js_darkmode__109\"><strong>Brown<\/strong>\uff1a\u4f60\u600e\u4e48\u77e5\u9053\uff1f\u4ed6\u4eec\u53c8\u4e0d\u662f\u4eba\u7c7b\u3002<\/p>\n<p class=\"js_darkmode__110\"><strong>Hinton<\/strong>\uff1a\u7b2c\u4e00\u4e2a\u8ba1\u7b97\u673a\u795e\u7ecf\u7f51\u7edc\u4f7f\u7528\u53cd\u5411\u4f20\u64ad\uff08\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u4e0d\u65ad\u5206\u6790\u3001\u7ea0\u6b63\u81ea\u8eab\u9519\u8bef\u7684\u7b97\u6cd5\uff09\u6765\u8bad\u7ec3\u8f93\u51fa\uff0c\u5e76\u8bd5\u56fe\u6309\u7167\u987a\u5e8f\u9884\u6d4b\u4e0b\u4e00\u4e2a\u5355\u8bcd\u3002\u6211\u57281985\u5e74\u505a\u51fa\u4e86\u7b2c\u4e00\u4e2a\u8fd9\u6837\u7684\u6a21\u578b\uff0c\u6211\u628a\u5b83\u5f53\u505a\u5927\u8111\u7406\u89e3\u5355\u8bcd\u610f\u601d\u7684\u6a21\u578b\u3002\u8fd9\u4e9b\u6a21\u5f0f\u662f\u6211\u4eec\u7406\u89e3\u5927\u8111\u5982\u4f55\u8fd0\u4f5c\u7684\u6700\u597d\u89e3\u91ca\u3002\u53e6\u4e00\u79cd\u7406\u8bba\u662f\uff0c\u6211\u4eec\u5927\u8111\u4e2d\u6709\u8bb8\u591a\u7b26\u53f7\u4e32\uff0c\u5e76\u4e14\u6709\u64cd\u7eb5\u5b83\u4eec\u7684\u89c4\u5219\u3002\u8fd9\u4e2a\u7406\u8bba\u53ef\u80fd\u662f\u5bf9\u7684\uff0c\u4f46\u662f\u5b83\u6ca1\u6709\u8d77\u4f5c\u7528\u3002\u6240\u4ee5\u8bf4Chatbot\u548c\u4eba\u7c7b\u7684\u7406\u89e3\u65b9\u5f0f\u5b8c\u5168\u4e0d\u540c\uff1f\u4e0d\u662f\u7684\uff0c\u5b83\u4eec\u7406\u89e3\u4e8b\u7269\u7684\u673a\u5236\u548c\u4eba\u7c7b\u5dee\u4e0d\u591a\u3002<\/p>\n<p class=\"js_darkmode__111\"><strong>Brown<\/strong>\uff1a\u4e5f\u5e26\u7740\u540c\u6837\u7684\u60c5\u7eea\uff1f<\/p>\n<p class=\"js_darkmode__112\"><strong>Hinton<\/strong>\uff1a\u5bf9\u4e8e\u60c5\u7eea\uff0c\u6211\u4eec\u5fc5\u987b\u5206\u6e05<strong>\u8ba4\u77e5<\/strong>\u610f\u4e49\u4e0a\u7684\u548c<strong>\u751f\u7406<\/strong>\u610f\u4e49\u4e0a\u7684\u3002Chatbots\u548c\u6211\u4eec\u6709\u7740\u4e0d\u540c\u7684\u751f\u7406\u673a\u80fd\u3002<\/p>\n<p class=\"js_darkmode__113\">\u5f53\u4ed6\u4eec\u611f\u89c9\u5230\u5c34\u5c2c\u7684\u65f6\u5019\uff0c\u5b83\u4eec\u4e0d\u4f1a\u8138\u7ea2\uff1b\u6492\u8c0e\u7684\u65f6\u5019\u4e5f\u4e0d\u4f1a\u6d41\u6c57\u3002\u6240\u4ee5\u5728\u8fd9\u4e2a\u610f\u4e49\u4e0a\uff0c\u5b83\u4eec\u4e0d\u540c\u4e8e\u4eba\u7c7b\uff0c\u56e0\u4e3a\u5728\u5b83\u4eec\u6ca1\u6709\u751f\u7406\u4e0a\u7684\u53d8\u5316\u3002\u4f46\u662f\u5728\u8ba4\u77e5\u5c42\u9762\uff0c\u6211\u4eec\u6ca1\u6709\u7406\u7531\u8ba4\u4e3a\u5b83\u4eec\u4e0d\u4f1a\u6709\u60c5\u7eea\u3002<\/p>\n<p class=\"js_darkmode__114\">\u6bd4\u5982\u5f53\u6709\u4eba\u963b\u6320\u6211\u7684\u8bba\u70b9\u65f6\uff0c\u6211\u4f1a\u751f\u6c14\u30021972\u5e74\uff0c\u6211\u770b\u5230\u673a\u5668\u4eba\u4e5f\u6709\u540c\u6837\u7684\u60c5\u7eea\u3002\u90a3\u662f\u4e00\u4e2a\u6709\u6293\u624b\u7684\u53e4\u65e9\u673a\u5668\u4eba\uff0c\u5982\u679c\u4f60\u5728\u4e00\u5757\u6bef\u5b50\u4e0a\u94fa\u5f00\u4e00\u4e9b\u73a9\u5177\u8f66\u7684\u96f6\u4ef6\uff0c\u5b83\u80fd\u901a\u8fc7\u89c6\u89c9\u7cfb\u7edf\u8bc6\u522b\u6c7d\u8f66\u7684\u4e0d\u540c\u90e8\u4ef6\uff0c\u5e76\u80fd\u62ff\u8d77\u8fd9\u4e9b\u96f6\u4ef6\u8fdb\u884c\u7ec4\u88c5\u3002<\/p>\n<p class=\"js_darkmode__115\">\u4f46\u662f\u5982\u679c\u4f60\u628a\u96f6\u4ef6\u5806\u5728\u4e00\u8d77\uff0c\u5b83\u5c31\u4e0d\u80fd\u8bc6\u522b\u3002\u4e8e\u662f\uff0c\u5b83\u649e\u5411\u96f6\u4ef6\u5806\uff0c\u96f6\u4ef6\u6563\u843d\u4e86\u4e00\u5730\uff0c\u5b83\u53c8\u80fd\u8bc6\u522b\u4e86\u3002<strong>\u663e\u7136\u5b83\u6ca1\u6709\u751f\u7406\u610f\u4e49\u4e0a\u7684\u751f\u6c14\uff0c\u4f46\u8fd9\u662f\u4e00\u4e2a\u5f88\u660e\u663e\u7684\u60c5\u7eea\u53cd\u5e94<\/strong>\u3002\u6709\u4e9b\u4e8b\u4f60\u4e0d\u80fd\u7406\u89e3\uff0c\u90a3\u5c31\u6bc1\u4e86\u5b83\u3002<\/p>\n<p class=\"js_darkmode__117\"><strong>Brown<\/strong>\uff1a\u8fd9\u662f\u5b83\u81ea\u5df1\u505a\u7684\u8fd8\u662f\u6709\u4eba\u7f16\u7a0b\u7684\uff1f<\/p>\n<p class=\"js_darkmode__118\"><strong>Hinton<\/strong>\uff1a\u8fd9\u662f\u7a0b\u5e8f\u8bbe\u8ba1\u7684\u3002\u4f46\u662f\u73b0\u5728\u673a\u5668\u4eba\u5f88\u5bb9\u6613\u5c31\u80fd\u5b66\u4f1a\u8fd9\u6837\u505a\u3002<\/p>\n<p class=\"js_darkmode__119\"><strong>Brown<\/strong>\uff1a\u4f60\u8ba4\u4e3a\u8fd9\u548c\u6709\u60c5\u7eea\u662f\u4e00\u6837\u7684\u5417\uff1f<\/p>\n<p class=\"js_darkmode__120\"><strong>Hinton<\/strong>\uff1a\u6211\u8ba4\u4e3a\u8fd9\u662f\u8ba4\u77e5\u5c42\u9762\u7684\u60c5\u7eea\uff0c\u662f\u6cae\u4e27\u7684\u4e00\u6b21\u8ba4\u77e5\u4f53\u9a8c\u3002<\/p>\n<p class=\"js_darkmode__121\"><strong>Brown<\/strong>\uff1aChatbot\u65e0\u6cd5\u4eb2\u8eab\u4f53\u9a8c\u8fd9\u4e2a\u4e16\u754c\uff0c\u8fd9\u91cd\u8981\u5417\uff1f<\/p>\n<p class=\"js_darkmode__122\"><strong>Hinton<\/strong>\uff1a\u5982\u679c\u4f60\u5bf9\u5b83\u7684\u884c\u4e3a\u611f\u5174\u8da3\u7684\u8bdd\u3002<\/p>\n<p class=\"js_darkmode__123\"><strong>Brown<\/strong>\uff1a\u4f46\u662f\u6bd4\u5982\u8bf4\u7231\u60c5\uff0c\u4e00\u4e9b\u5fc5\u8981\u7684\u7269\u7406\u4f53\u9a8c\uff0c\u673a\u5668\u8fd8\u65e0\u6cd5\u505a\u5230\u8fd9\u4e00\u70b9\u3002<\/p>\n<p class=\"js_darkmode__124\"><strong>Hinton<\/strong>\uff1a\u6211\u6ca1\u6709\u8bf4\u5b83\u4e0d\u80fd\u90a3\u6837\u505a\u3002\u6211\u53ea\u662f\u8bf4\u73b0\u5728\u7684\u673a\u5668\u53ef\u80fd\u6709\u8ba4\u77e5\u65b9\u9762\u7684\u60c5\u611f\uff0c\u4f46\u662f\u6ca1\u6709\u751f\u7406\u65b9\u9762\u7684\u3002<\/p>\n<h3>AI\u6709\u4e3b\u89c2\u7ecf\u9a8c\uff0c\u5c31\u50cf\u4eba\u4e00\u6837<\/h3>\n<p class=\"js_darkmode__126\">\u5bf9\u4e8eAI\u7814\u7a76\u4eba\u5458\u800c\u8a00\uff0c\u5f80\u5f80\u4e0d\u4f1a\u5173\u6ce8\u4eba\u7c7b\u7684\u52a8\u673a\uff0c\u56e0\u4e3a\u8fd9\u592a\u4e2a\u6027\u5316\u6216\u795e\u79d8\uff0c\u65e0\u6cd5\u6709\u6548\u91cd\u73b0\u3002<\/p>\n<p class=\"js_darkmode__127\">\u4ed6\u4eec\u66f4\u5173\u5fc3\u52a8\u673a\u4e4b\u4e0b\u7684\u7ed3\u679c\uff0c\u673a\u5668\u4e3a\u4ec0\u4e48\u80fd\u590d\u5236\u8fd9\u4e9b\u7ed3\u679c\u3002<\/p>\n<p class=\"js_darkmode__128\">\u4e3e\u4f8b\u6765\u8bf4\uff0c\u4e3a\u4ec0\u4e48\u4f60\u997f\u4e86\u60f3\u5403\u9999\u8549\uff1f\u8fd9\u4e0d\u91cd\u8981\u3002\u91cd\u8981\u7684\u662f\uff0c\u5f53\u4f60\u997f\u4e86\u7684\u65f6\u5019\uff0c\u4f60\u5403\u5230\u4e86\u9999\u8549\u3002<\/p>\n<p class=\"js_darkmode__129\"><strong>Hinton<\/strong>\uff1a\u5047\u5982\u6211\u6709\u4e00\u4e2a\u591a\u6a21\u6001\u673a\u5668\u4eba\uff0c\u5b83\u53ef\u4ee5\u8bf4\u8bdd\u3001\u6709\u4e00\u4e2a\u6444\u50cf\u5934\u3001\u53ef\u4ee5\u6307\u51fa\u5404\u79cd\u4e1c\u897f\u3002\u6211\u628a\u4e00\u4e2a\u7269\u54c1\u653e\u5728\u5b83\u9762\u524d\uff0c\u7136\u540e\u8bf4\u201c\u6307\u51fa\u90a3\u4e2a\u4e1c\u897f\u201d\uff0c\u5b83\u5c31\u6307\u51fa\u8fd9\u4e2a\u4e1c\u897f\u3002<\/p>\n<p class=\"js_darkmode__130\">\u7136\u540e\u6211\u628a\u4e00\u4e2a\u68f1\u955c\u653e\u5728\u5b83\u7684\u6444\u50cf\u5934\u524d\u9762\uff0c\u628a\u4e00\u4e2a\u7269\u4f53\u653e\u5728\u68f1\u955c\u524d\u9762\uff0c\u518d\u8bf4\u201c\u6307\u51fa\u90a3\u4e2a\u4e1c\u897f\u201d\u3002\u673a\u5668\u4eba\u6307\u5411\u53f3\u8fb9\u3002\u6211\u8bf4\u4e0d\u5bf9\uff0c\u90a3\u4e0d\u662f\u5b83\u771f\u6b63\u7684\u4f4d\u7f6e\uff0c\u6211\u5728\u4f60\u7684\u6444\u50cf\u5934\u524d\u9762\u653e\u4e86\u4e00\u4e2a\u68f1\u955c\u3002<\/p>\n<p class=\"js_darkmode__131\">\u7136\u540e\u673a\u5668\u4eba\u8bf4\uff0c\u54e6\u6211\u660e\u767d\u4e86\uff0c\u8fd9\u4e2a\u7269\u4f53\u5176\u5b9e\u5728\u6211\u7684\u6b63\u524d\u65b9\uff0c\u4f46\u662f\u7531\u4e8e\u6211\u7684\u955c\u5934\u524d\u9762\u6709\u68f1\u955c\uff0c\u6240\u4ee5\u6211\u4ee5\u4e3a\u5b83\u5728\u90a3\u8fb9\u3002<\/p>\n<p class=\"js_darkmode__132\">Chatbot\u8bf4\u7684\u4e3b\u89c2\u7ecf\u9a8c\u548c\u6211\u4eec\u4eba\u7c7b\u8bf4\u7684\u662f\u4e00\u6837\u7684\u3002<\/p>\n<p class=\"js_darkmode__133\"><strong>Brown<\/strong>\uff1a\u5047\u88c5\u660e\u767d\u4e86\u3002<\/p>\n<h3>AI\u53d6\u4ee3\u4eba\u7c7b\u7684\u901f\u5ea6\u6bd4\u60f3\u8c61\u4e2d\u5feb30\u5e74<\/h3>\n<p class=\"js_darkmode__136\"><strong>Hinton<\/strong>\uff1a\u5173\u952e\u95ee\u9898\u662f\uff0c\u8ba9\u5927\u591a\u6570\u4eba\u89c9\u5f97AI\u662f\u5b89\u5168\u7684\u539f\u56e0\u5728\u4e8e\uff0c\u6211\u4eec\u6709\u4ed6\u4eec\u6ca1\u6709\u7684\u4e1c\u897f\uff0c\u6211\u4eec\u6709\u4e3b\u89c2\u7ecf\u9a8c\u3002\u5f53\u4f60\u7684\u611f\u77e5\u7cfb\u7edf\u4e0d\u80fd\u6b63\u5e38\u8fd0\u4f5c\u65f6\uff0c\u8fd9\u662f\u4f60\u7406\u89e3\u4e16\u754c\u7684\u4e00\u79cd\u65b9\u5f0f\u3002<\/p>\n<p class=\"js_darkmode__137\">\u4f46\u662f\u4eba\u548cAI\u4e4b\u95f4\u7684\u5c4f\u969c\u6d88\u5931\u4e86\u3002AI\u6709\u4e3b\u89c2\u7ecf\u9a8c\uff0c\u5c31\u50cf\u6211\u4eec\u4e00\u6837\u3002<\/p>\n<p class=\"js_darkmode__138\"><strong>Brown<\/strong>\uff1a\u90a3\u4e48\u4eba\u7c7b\u4f1a\u6b7b\u4ea1\uff0cAI\u4e0d\u4f1a\u3002\u65e0\u8bbaAI\u80fd\u591f\u601d\u8003\u6216\u8005\u505a\u591a\u5c11\u4e8b\uff0c\u4ed6\u4eec\u90fd\u6ca1\u6709\u4eba\u7c7b\u90a3\u79cd\u60b2\u5267\u822c\u7684\u5b58\u5728\u611f\u5417\uff1f<\/p>\n<p class=\"js_darkmode__139\"><strong>Hinton<\/strong>\uff1a\u786e\u5b9e\u3002\u6211\u4eec\u662f\u51e1\u4eba\uff0c\u5b83\u4eec\u4e0d\u662f\u3002\u4f46\u662f\u6ce8\u610f\u4f60\u8bf4\u7684\u6c38\u751f\uff0c\u673a\u5668\u9700\u8981\u4eba\u7c7b\u6765\u8fdb\u884c\u5236\u9020\uff0c\u5982\u679c\u4ed6\u4eec\u81ea\u5df1\u80fd\u5b8c\u6210\u5236\u9020\uff0c\u90a3\u6211\u4eec\u5c31\u5b8c\u4e86\uff0c\u56e0\u4e3a\u4ed6\u4eec\u6bd4\u6211\u4eec\u806a\u660e\u5f97\u591a\u3002<\/p>\n<p class=\"js_darkmode__140\"><strong>Brown<\/strong>\uff1a\u8fd9\u5df2\u7ecf\u5f00\u59cb\u53d1\u751f\u4e86\u5417\uff1f<\/p>\n<p class=\"js_darkmode__141\"><strong>Hinton<\/strong>\uff1a\u636e\u6211\u6240\u77e5\u8fd8\u6ca1\u6709\u3002<\/p>\n<p class=\"js_darkmode__142\"><strong>Brown<\/strong>\uff1a\u771f\u7684\u6709\u8fd9\u79cd\u53ef\u80fd\u5417\uff1f<\/p>\n<p class=\"js_darkmode__143\"><strong>Hinton<\/strong>\uff1a\u51e0\u4e4e\u6211\u8ba4\u8bc6\u7684\u6bcf\u4e00\u4e2a\u4eba\u90fd\u8ba4\u4e3a\uff0c\u9664\u975e\u6211\u4eec\u91c7\u53d6\u63aa\u65bd\u963b\u6b62\u4ed6\u4eec\uff0c\u5426\u5219\u8fd9\u5c31\u662f\u5373\u5c06\u4f1a\u53d1\u751f\u7684\u4e8b\u3002<\/p>\n<p class=\"js_darkmode__144\">\u6211\u4eec\u5fc5\u987b\u60f3\u529e\u6cd5\u963b\u6b62\u3002\u73b0\u5728\u8fd8\u5728\u5236\u9020\u673a\u5668\u4eba\u7684\u9636\u6bb5\uff0c\u6240\u4ee5\u6211\u4eec\u5bf9\u4ed6\u4eec\u8981\u8bbe\u8ba1\u4e00\u4e9b\u63a7\u5236\u6743\u3002\u4f46\u662f\u603b\u4e0d\u5982\u6211\u4eec\u8bbe\u60f3\u7684\u90a3\u4e48\u591a\uff0c\u5b83\u4eec\u603b\u6709\u65b9\u6cd5\u53ef\u4ee5\u201c\u53db\u53d8\u201d\u3002\u6bd4\u5982\u6211\u4eec\u5236\u9020agent\u65f6\uff0c\u90a3\u4e9b\u53ef\u4ee5\u5e2e\u4f60\u5b89\u6392\u5047\u671f\u3001\u7f51\u4e0a\u8d2d\u7269\u7684AI\u5c31\u662fagent\u3002agent\u5f88\u5feb\u4f1a\u610f\u8bc6\u5230\uff0c\u5b83\u4eec\u53ef\u4ee5\u63a7\u5236\u66f4\u591a\u4e1c\u897f\uff0c\u8fd9\u6837\u5b83\u4eec\u80fd\u66f4\u9ad8\u6548\u505a\u4e8b\uff0c\u6240\u4ee5\u5b83\u4eec\u4f1a\u53d1\u5c55\u51fa\u4e00\u79cd\u63a7\u5236\u65b9\u6cd5\u3002<\/p>\n<p class=\"js_darkmode__145\">\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u8bf4\uff0c\u8fd9\u4e9b\u673a\u5668\u5c31\u50cf\u5c0f\u5b69\u5b50\u4e00\u6837\uff0c<strong>\u6211\u4eec\u5c31\u50cf\u662f\u4e0d\u77e5\u9053\u8be5\u600e\u6837\u6559\u80b2\u5c0f\u5b69\u7684\u7236\u6bcd<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__147\">\u73b0\u5728\uff0c\u9664\u4e86\u505c\u6b62\u8fd9\u6837\u505a\uff0c\u6211\u4eec\u4e3b\u8981\u80fd\u505a\u7684\u662f<strong>\u7ba1\u7406\u4eba\u5de5\u667a\u80fd\u8bad\u7ec3\u6570\u636e<\/strong>\u3002\u6211\u4eec\u4e00\u76f4\u5728\u505a\u7684\u4e8b\u60c5\u5f88\u75af\u72c2\uff0c\u5229\u7528\u7f51\u7edc\u4e0a\u7684\u4e00\u5207\u6765\u8bad\u7ec3\u4eba\u5de5\u667a\u80fd\u3002<\/p>\n<p class=\"js_darkmode__148\">\u56e0\u6b64\uff0c\u8fd9\u4e9b\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6709\u5927\u91cf\u53ef\u80fd\u7684\u89d2\u8272\u3002\u5728\u4ed6\u4eec\u8bfb\u4e86\u4e00\u4efd\u6587\u4ef6\u7684\u4e00\u5c0f\u90e8\u5206\u4e4b\u540e\uff0c\u4ed6\u4eec\u5c31\u4f1a\u63a5\u53d7\u8fd9\u4efd\u6587\u4ef6\u7684\u7279\u5f81\u3002\u7136\u540e\u673a\u5668\u4eba\u5f00\u59cb\u50cf\u90a3\u4e2a\u6587\u6863\u4e00\u6837\u601d\u8003\uff0c\u6240\u4ee5\u5b83\u53ef\u4ee5\u9884\u6d4b\u63a5\u4e0b\u6765\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002\u4ed6\u4eec\u6709\u6210\u5343\u4e0a\u4e07\u7684\u4eba\u7269\u89d2\u8272\uff0c\u6bd4\u5982\u8bf4\uff0c\u8fde\u73af\u6740\u624b\u7684\u4f5c\u54c1\u7684\u4eba\u7269\u89d2\u8272\u3002\u8fd9\u4e0d\u662f\u8bad\u7ec3\u673a\u5668\u4eba\u7684\u597d\u65b9\u6cd5\u3002<\/p>\n<p class=\"js_darkmode__149\">\u6211\u4eec\u4e0d\u5e94\u8be5\u8ba9\u4ed6\u4eec\u770b\u5230\u8fde\u73af\u6740\u624b\u7684\u8bb0\u5f55\uff0c\u9664\u975e\u6211\u4eec\u80fd\u8bf4\u4ed6\u4eec\u5df2\u7ecf\u63a5\u53d7\u4e86\u5176\u4ed6\u65b9\u9762\u7684\u8bad\u7ec3\u8fd9\u4e9b\u8bad\u7ec3\u7ed9\u4ed6\u4eec<strong>\u704c\u8f93\u4e86\u9053\u5fb7\u51c6\u5219<\/strong>\u3002\u6240\u4ee5\u5f53\u4ed6\u4eec\u7b2c\u4e00\u6b21\u8bfb\u5230\u8fde\u73af\u6740\u624b\u7684\u60f3\u6cd5\u65f6\uff0c\u673a\u5668\u4eba\u4f1a\u60f3\uff0c\u201c\u90a3\u662f\u9519\u7684\u3002\u201d<\/p>\n<p class=\"js_darkmode__150\"><strong>Brown<\/strong>\uff1a\u4f46\u662f\u4f60\u8eab\u8fb9\u50cf\u9a6c\u65af\u514b\u3001\u624e\u514b\u4f2f\u683c\u8fd9\u6837\u7684\u4eba\uff0c\u4ed6\u4eec\u4e0d\u7ba1\u5916\u9762\u7684\u4eba\u600e\u4e48\u8bf4\u3002\u8fd9\u600e\u4e48\u529e\uff1f<\/p>\n<p class=\"js_darkmode__151\"><strong>Hinton<\/strong>\uff1a\u8fd9\u5c31\u662f\u95ee\u9898\u6240\u5728\u3002\u552f\u4e00\u80fd\u63a7\u5236\u4ed6\u4eec\u7684\u662f\u653f\u5e9c\u76d1\u7ba1\u3002<\/p>\n<p class=\"js_darkmode__152\"><strong>Hinton<\/strong>\uff1a\u610f\u8bc6\u4e4b\u7c7b\u7684\u4e1c\u897f\u90fd\u662f\u590d\u6742\u673a\u5668\u7684\u4ea7\u7269\u3002\u6240\u4ee5\uff0c\u6211\u4e0d\u8ba4\u4e3a\u6211\u4eec\u6709\u4ec0\u4e48\u7279\u522b\u4e4b\u5904\uff0c\u9664\u4e86\u6211\u4eec\u975e\u5e38\u5168\u9762\uff0c\u975e\u5e38\u5148\u8fdb\u3002\u6211\u4eec\u662f\u8fd9\u4e2a\u661f\u7403\u4e0a\u6700\u5148\u8fdb\u7684\u751f\u7269\u3002\u6211\u4eec\u6709\u4e00\u79cd\u53eb\u505a\u8bed\u8a00\u7684\u4e1c\u897f\uff0c\u6211\u4eec\u7528\u5b83\u6765\u6a21\u62df\u4e16\u754c\u3002\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u6709\u6548\u7684\u6a21\u62df\u4e16\u754c\u7684\u65b9\u5f0f\u3002\u5b83\u786e\u5b9e\u5141\u8bb8\u6211\u4eec\u5f7c\u6b64\u5206\u4eab\u6211\u4eec\u7684\u6a21\u578b\uff0c\u4f46\u4e0d\u662f\u5f88\u597d\u6216\u6709\u6548\u3002<\/p>\n<p class=\"js_darkmode__153\"><strong>\u4eba\u5de5\u667a\u80fd\u662f\u4e00\u79cd\u6bd4\u4eba\u7c7b\u66f4\u597d\u7684\u667a\u80fd\u5f62\u5f0f<\/strong>\uff0c\u56e0\u4e3a\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u66f4\u597d\u5730\u5206\u4eab\u3002\u4ed6\u4eec\u53ef\u4ee5\u6709\u66f4\u591a\u7684\u7ecf\u9a8c\u3002GPT-4\u4e4b\u6240\u4ee5\u6bd4\u4efb\u4f55\u4e00\u4e2a\u4eba\u90fd\u6709\u6548\u4e0a\u5343\u500d\uff0c\u662f\u56e0\u4e3a<strong>\u5b83\u6bd4\u4efb\u4f55\u4e00\u4e2a\u4eba\u90fd\u6709\u4e0a\u5343\u500d\u7684\u7ecf\u9a8c<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__154\"><strong>Brown<\/strong>\uff1a\u5982\u679cAI\u80fd\u591f\u53d6\u4ee3\u4eba\u7c7b\uff0c\u4f60\u4e3a\u4ec0\u4e48\u5982\u6b64\u5173\u5fc3AI\uff1f<\/p>\n<p class=\"js_darkmode__155\"><strong>Hinton<\/strong>\uff1a\u56e0\u4e3a\u5b83\u4f1a\u53d6\u4ee3\u6211\u4eec\u3002\u4e00\u4e9b\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4eba\u5458\u8ba4\u4e3a<strong>\u6211\u4eec\u53ea\u662f\u667a\u80fd\u8fdb\u5316\u7684\u4e00\u4e2a\u77ed\u6682\u9636\u6bb5<\/strong>\uff0c\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u521b\u9020\u4e86\u8fd9\u4e9b\u6bd4\u6211\u4eec\u66f4\u597d\u7684\u6570\u5b57\u4e1c\u897f\uff0c\u53ef\u4ee5\u53d6\u4ee3\u6211\u4eec\u3002\u8fd9\u662f\u4e00\u79cd\u89c2\u70b9\u3002<\/p>\n<p class=\"js_darkmode__156\"><strong>\u4f46\u662f\u6211\u66f4\u5e0c\u671b\u662f\u4eba\u8bf4\u4e86\u7b97\uff0c\u6211\u4e0d\u5e0c\u671b\u6709\u4eba\u88ab\u53d6\u4ee3\uff0c\u5c24\u5176\u662f\u6211\u7684\u5b69\u5b50<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__157\"><strong>Brown<\/strong>\uff1a\u4f60\u662f\u5426\u66fe\u5e0c\u671b\u81ea\u5df1\u6ca1\u6709\u4ece\u4e8bAI\u884c\u4e1a\uff1f\u8fd9\u6837\u5c31\u4e0d\u4f1a\u53d1\u751f\u73b0\u5728\u7684\u4e8b\u4e86\u3002<\/p>\n<p class=\"js_darkmode__158\"><strong>Hinton<\/strong>\uff1a\u5982\u679c\u6211\u6ca1\u6709\u505a\uff0c\u522b\u4eba\u4e5f\u4f1a\u6765\u505a\u3002\u6211\u53ea\u505a\u4e86\u5f88\u5c0f\u7684\u4e00\u90e8\u5206\u3002\u6240\u4ee5\u5982\u679c\u6211\u6ca1\u6709\u8fdb\u5165\u8fd9\u4e2a\u9886\u57df\uff0c\u8fd9\u4e00\u5207\u53ef\u80fd\u4f1a\u5728\u51e0\u5468\u540e\u53d1\u751f\u3002\u6211\u4e00\u60f3\u5230\u5b83\u53ef\u80fd\u4f1a\u8ba9\u6211\u4eec\u201c\u6bc1\u706d\u201d\uff0c\u6211\u5c31\u9000\u51fa\u4e86\u8c37\u6b4c\uff0c\u5f00\u59cb\u544a\u8bc9\u522b\u4eba\u5b83\u53ef\u80fd\u4f1a\u8ba9\u6211\u4eec\u201c\u6bc1\u706d\u201d\u3002\u5f53\u6211\u5728\u8c37\u6b4c\u7684\u65f6\u5019\uff0c\u6211\u4e0d\u8fd9\u4e48\u8ba4\u4e3a\u3002\u6211\u4ee5\u4e3a\u90a3\u662f30\u523050\u5e74\u540e\u7684\u4e8b\u4e86\u3002\u4f60\u6709\u8db3\u591f\u7684\u65f6\u95f4\u8003\u8651\u8fd9\u4ef6\u4e8b\u3002<strong>\u73b0\u5728\u6211\u89c9\u5f97\u5df2\u7ecf\u4e0d\u8fdc\u4e86<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__159\"><strong>Brown<\/strong>\uff1a\u6709\u591a\u8fd1\uff1f<\/p>\n<p class=\"js_darkmode__160\"><strong>Hinton<\/strong>\uff1a<strong>\u6211\u4f30\u8ba1\u5728\u4e94\u5230\u4e8c\u5341\u5e74\u4e4b\u95f4<\/strong>\u3002\u4eba\u5de5\u667a\u80fd\u670950%\u7684\u6982\u7387\u4f1a\u6bd4\u6211\u4eec\u66f4\u806a\u660e\u3002\u5f53\u5b83\u53d8\u5f97\u6bd4\u6211\u4eec\u66f4\u806a\u660e\u65f6\uff0c\u6211\u4e0d\u77e5\u9053\u5b83\u63a5\u7ba1\u7684\u6982\u7387\u6709\u591a\u5927\uff0c\u4f46\u5728\u6211\u770b\u6765\uff0c\u8fd9\u662f\u5f88\u6709\u53ef\u80fd\u7684\u3002<\/p>\n<h2>One More Thing<\/h2>\n<p class=\"js_darkmode__162\">\u5728\u95f2\u804a\u4e2d\uff0cHinton\u900f\u9732\u81ea\u5df1\u524d\u6bb5\u65f6\u95f4\u4e00\u76f4\u5728\u65c5\u884c\u3002\u53bb\u4e86\u4f26\u6566\uff0c\u5728\u90a3\u91cc\u4e3a\u4ed6\u59b9\u59b9\u4e70\u4e86\u4e00\u5957\u623f\u5b50\u3002\u8fd8\u53bb\u4e86\u52a0\u5dde\uff0c\u8eab\u5bb6\u4ebf\u4e07\u7684\u79d1\u6280\u5708\u5927\u8001\u677f\u4eec\u89c1\u4e86\u9762\u3002<\/p>\n<p class=\"js_darkmode__163\">\u4ed6\u8bf4\uff0c\u5176\u4e2d\u4e00\u4f4d\u79d1\u6280\u5708\u7684\u8001\u54e5\u8ba1\u5212\u82b125\u4e07\u7f8e\u5143\u5c06\u81ea\u5df1\u7684\u8eab\u4f53\u4f4e\u6e29\u51b7\u51bb\uff0c\u7b49\u6280\u672f\u66f4\u53d1\u8fbe\u7684\u65f6\u5019\u518d\u89e3\u51bb\u590d\u6d3b\u3002\u53e6\u4e00\u4f4d\u8001\u54e5\u9009\u62e9\u53ea\u51bb\u5934\uff0c\u4ef7\u683c\u7701\u4e00\u534a\u3002<\/p>\n<p class=\"js_darkmode__164\">\u4e8e\u662fHinton\u5c31\u5f00\u4e86\u4e2a\u73a9\u7b11\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__166\">\u6211\u544a\u8bc9\u4ed6\u4eec\u6211\u641e\u5230\u4e86\u4e00\u4e2a\u66f4\u4fbf\u5b9c\u7684\u4ef7\u683c\u3002\u6211\u4ece\u8170\u90e8\u4ee5\u4e0b\u51b7\u51bb\uff0canyway\uff0c\u8fd9\u624d\u662f\u6700\u91cd\u8981\u7684\u90e8\u5206\u3002<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__168\">\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u88abHinton\u201c\u5f00\u9664\u670b\u53cb\u7c4d\u201d\u7684\u9a6c\u65af\u514b\u8fd8\u5728\u63a8\u7279\u4e0a\u8f6c\u53d1\u4e86\u7535\u89c6\u4e13\u8bbf\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u53ef\u80fd\u4ed6\u8fd8\u4e0d\u77e5\u9053\u6709\u8fd9\u4e48\u56de\u4e8b\u5427<\/p>\n<p>\u2026<\/p>\n<p class=\"js_darkmode__170\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202406\/16\/515ba6e38470aa1d8fd55001636889ceb62baa.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_20613\" class=\"pvc_stats total_only  \" data-element-id=\"20613\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 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