{"id":38247,"date":"2025-02-12T16:00:52","date_gmt":"2025-02-12T08:00:52","guid":{"rendered":"https:\/\/17aitech.com\/?p=38247"},"modified":"2025-02-12T16:00:52","modified_gmt":"2025-02-12T08:00:52","slug":"%e4%b8%93%e8%ae%bf%e8%81%94%e6%83%b3%e9%9b%86%e5%9b%a2-cto-%e8%8a%ae%e5%8b%87%ef%bc%9a%e6%99%ba%e8%83%bd%e4%bd%93%e6%98%af%e5%85%b7%e8%ba%ab%e6%99%ba%e8%83%bd%e7%9a%84%e5%9f%ba%e7%a1%80%ef%bd%9c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38247","title":{"rendered":"\u4e13\u8bbf\u8054\u60f3\u96c6\u56e2 CTO \u82ae\u52c7\uff1a\u667a\u80fd\u4f53\u662f\u5177\u8eab\u667a\u80fd\u7684\u57fa\u7840\uff5c\u5177\u8eab\u667a\u80fd\u5341\u4eba\u8c08"},"content":{"rendered":"<p><span style=\"font-size: 14px;color: #A5A5A5\">\u4f5c\u8005\u4e28\u9976\u8212\u73ae<\/span><\/p>\n<p><span style=\"font-size: 14px;color: #A5A5A5\">\u7f16\u8f91\u4e28\u5c91\u5cf0<\/span><\/p>\n<p>\u5728\u8fbd\u9614\u7684\u672a\u77e5\u6d77\u57df\uff0c\u4f5c\u4e3a\u9996\u5e2d\u6280\u672f\u5b98\u7684\u82ae\u52c7\u662f\u51b3\u5b9a\u8054\u60f3\u96c6\u56e2\u8fd9\u5ea7\u5de8\u8f6e\u6280\u672f\u8def\u7ebf\u7684\u638c\u8235\u4eba\u4e4b\u4e00\u3002<\/p>\n<p>\u62e5\u6709\u4e03\u5927\u56fd\u5185\u5916\u77e5\u540d\u5b66\u4f1a\u4f1a\u58eb\uff08 Fellow\uff09\u00a0\u6842\u51a0\u3001\u66fe\u5728\u5fae\u8f6f\u5de5\u4f5c\u8fd118\u5e74\uff0c\u82ae\u52c7\u57282016\u5e74\u9009\u62e9\u4e86\u8054\u60f3\u96c6\u56e2\u4f5c\u4e3a\u81ea\u5df1\u804c\u4e1a\u751f\u6daf\u7684\u4e0b\u4e00\u7ad9\u3002\u540c\u5e74\uff0c\u8054\u60f3\u96c6\u56e2\u8058\u7528\u591a\u4f4d AI 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OpenAI\uff0c\u5e76\u5feb\u901f\u8ddf\u8fdb\u4e86\u4ed6\u4eec\u7684\u7814\u53d1\u6280\u672f\uff1b\u5728\u4e1a\u754c\u8fd8\u5728\u5173\u6ce8\u5927\u6a21\u578b\u7684\u65f6\u5019\uff0c\u8054\u60f3\u96c6\u56e2\u65e9\u5df2\u7ecf\u5f00\u59cb\u4e86\u667a\u80fd\u4f53\u7684\u7814\u7a76\u3002<\/p>\n<p>\u591a\u5e74\u6295\u8eab\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u7ecf\u9a8c\u548c\u8f6f\u786c\u4ef6\u7ed3\u5408\u7684\u57fa\u56e0\u7ed9\u4e86\u8054\u60f3\u96c6\u56e2\u4e0d\u505a\u76f2\u76ee\u4ece\u4f17\u8005\u7684\u5e95\u6c14\u3002\u8fd9\u70b9\u4ece\u8fd9\u6ce2\u5927\u6a21\u578b\u7684\u70ed\u6f6e\u4e2d\u5c31\u6709\u6240\u4f53\u73b0\u3002\u8054\u60f3\u96c6\u56e2\u575a\u5b9a\u5730\u201c\u820d\u5f03\u201d\u4e86\u516c\u5171\u5927\u6a21\u578b\u8fd9\u4e00\u62e5\u6324\u7684\u8d5b\u9053\uff0c\u8f6c\u8eab\u6295\u5165\u66f4\u5177\u6709\u201c\u79c1\u201d\u6027\u8d28\u7684\u9762\u5411\u4f01\u4e1a\u7684\u79c1\u6709\u5927\u6a21\u578b\u548c\u9762\u5411\u8bbe\u5907\u7684\u4e2a\u4eba\u5927\u6a21\u578b\u3002\u5728\u5927\u6a21\u578b\u8d44\u6e90\u201c\u86cb\u7cd5\u201d\u4e0d\u65ad\u505a\u5927\u7684\u672a\u6765\uff0c\u4e3a\u6bcf\u4e2a\u4eba\u548c\u6bcf\u4e2a\u4f01\u4e1a\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u670d\u52a1\uff0c\u6ce8\u5b9a\u662f\u5927\u6a21\u578b\u8fd9\u4e00\u5904\u7406\u6d77\u91cf\u6570\u636e\u5de5\u5177\u7684\u4ef7\u503c\u70b9\u3002<\/p>\n<p>\u5927\u6a21\u578b\u505a\u597d\u4e86\uff0c\u90a3\u4e48\u4e0b\u4e00\u6b65\u662f\u4ec0\u4e48\uff1f\u82ae\u52c7\u7684\u56de\u7b54\u662f\u667a\u80fd\u4f53\u3002<strong>\u5728\u4ed6\u770b\u6765\uff0cAI\u53d1\u5c55\u7684\u4e09\u90e8\u66f2\u662f\u4ece\u5c0f\u6a21\u578b\u5230\u5927\u6a21\u578b\uff0c\u518d\u5230\u667a\u80fd\u4f53\u3002<\/strong>\u201c\u667a\u80fd\u4f53\u57fa\u4e8e\u5927\u6a21\u578b\u800c\u53c8\u8d85\u8d8a\u4e8e\u5927\u6a21\u578b\uff0c\u667a\u80fd\u4f53\u540c\u65f6\u4e5f\u662f\u79bb\u8eab\u667a\u80fd\u548c\u5177\u8eab\u667a\u80fd\u7684\u57fa\u7840\u3002\u201d<\/p>\n<p>\u9762\u5bf9 AI \u9886\u57df\u7684\u4e0b\u4e00\u4e2a\u98ce\u6f6e\u2014\u2014\u5177\u8eab\u667a\u80fd\uff0c\u82ae\u52c7\u7684\u6001\u5ea6\u662f\u79ef\u6781\u62e5\u62b1\u3002\u5f97\u76ca\u4e8e\u591a\u5b66\u79d1\u80cc\u666f\uff0c\u82ae\u52c7\u5728\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u7814\u7a76\u5f97\u5fc3\u5e94\u624b\u3002\u8bf4\u5230\u591a\u5b66\u79d1\u80cc\u666f\uff0c\u6211\u4eec\u628a\u65f6\u95f4\u62c9\u56de\u5230\u4e0a\u4e16\u7eaa\u516b\u4e5d\u5341\u5e74\u4ee3\u3002\u82ae\u52c7\u5728\u6e05\u534e\u671f\u95f4\u5b66\u4e60\u81ea\u52a8\u5316\u63a7\u5236\uff0c\u540e\u8d74\u7f8e\u5e08\u4ece\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u6cf0\u6597\u7f8e\u56fd\u5de5\u7a0b\u9662\u9662\u58eb\u3001\u4e2d\u56fd\u79d1\u5b66\u9662\u5de5\u7a0b\u9662\u53cc\u5916\u7c4d\u9662\u58eb\u9ec4\u7166\u6d9b\u6559\u6388\u00a0(Prof. Thomas S. Huang)\uff0c\u4ece\u800c\u6253\u4e0b\u4e86\u82ae\u52c7\u5728\u4eba\u5de5\u667a\u80fd\u548c\u81ea\u52a8\u63a7\u5236\u4e24\u4e2a\u9886\u57df\u7684\u575a\u5b9e\u57fa\u7840\u3002<\/p>\n<p>\u4e0a\u4e16\u7eaa\u4e5d\u5341\u5e74\u4ee3\uff0c\u591a\u5a92\u4f53\u68c0\u7d22\u6210\u4e3a\u5f53\u65f6\u7684\u65b0\u5174\u79d1\u7814\u9886\u57df\uff0c\u800c\u82ae\u52c7\u5219\u662f\u5f53\u65f6\u5168\u7403\u7b2c\u4e00\u6279\u63a2\u7d22\u591a\u5a92\u4f53\u68c0\u7d22\u7684\u5148\u884c\u8005\u3002\u57281998\u5e74\uff0c\u82ae\u52c7\u501f\u9274\u4e86\u63a7\u5236\u7406\u8bba\u4e2d\u7684\u53cd\u9988\u6982\u5ff5\uff0c\u901a\u8fc7\u5bf9\u591a\u5a92\u4f53\u7279\u5f81\u548c\u4eba\u7c7b\u611f\u77e5\u76f8\u4f3c\u5ea6\u7684\u5efa\u6a21\u4ece\u6839\u672c\u4e0a\u6253\u7834\u4e86\u4e4b\u524d\u5355\u7eaf\u4f9d\u8d56\u56fe\u50cf\u7279\u5f81\u7684\u591a\u5a92\u4f53\u641c\u7d22\u6846\u67b6\u3002\u4ed6\u7684\u4e24\u7bc7\u65e9\u671f\u8bba\u6587\u5df2\u7ecf\u6210\u4e3a\u4e86\u8fd9\u4e00\u9886\u57df\u7684\u4e16\u754c\u7ea7\u7ecf\u5178\u8bba\u6587\uff1a\u300aRelevance Feedback: A Power Tool in Interactive Content-Based Image Retrieval\u300b\u6210\u4e3aIEEE TCSVT \u5f53\u5e74\u5f15\u7528\u7387\u6392\u540d\u7b2c\u4e00\u7684\u8bba\u6587\uff0c\u300aImage Retrieval: Current Techniques, Promising Directions and Open Issues\u300b\u8363\u83b7JVCIR 2010\u5e74\u9881\u53d1\u7684\u201c\u5341\u5e74\u6700\u9ad8\u5f15\u7528\u8bba\u6587\u5956\u201d\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u82ae\u52c7\u5728\u4eba\u5de5\u667a\u80fd\u548c\u81ea\u52a8\u63a7\u5236\u4e24\u4e2a\u9886\u57df\u8fd8\u8d21\u732e\u4e86\u5982\u4eba\u5de5\u667a\u80fd\u56fe\u50cf\u4e0e\u6587\u672c\u81ea\u52a8\u6392\u7248\uff0c\u56fe\u50cf\u641c\u7d22\u591a\u89d2\u5ea6\u7279\u5f81\u91cd\u6392\u5e8f\uff0c\u57fa\u4e8e\u591a\u6a21\u6001\u7a00\u758f\u7f16\u7801\u7684\u56fe\u50cf\u641c\u7d22\u70b9\u51fb\u9884\u4f30\uff0c\u76f8\u5173\u6027\u591a\u6807\u6ce8\u7684\u89c6\u9891\u5206\u7c7b\u7b49\u5f00\u521b\u6027\u7684\u79d1\u7814\u6210\u679c\u3002<\/p>\n<p>\u800c\u521b\u65b0\u9886\u57df\u7684\u4e0b\u4e00\u4e2a\u98ce\u6f6e\u2014\u2014\u5177\u8eab\u667a\u80fd\uff0c\u521a\u597d\u53c8\u662f\u8fd9\u4e24\u4e2a\u9886\u57df\u7684\u7ed3\u5408\u3002\u5f53\u521d\u8de8\u9886\u57df\u7814\u7a76\u7684\u9009\u62e9\uff0c\u591a\u5e74\u540e\u7684\u82ae\u52c7\u7528\u201c\u5e78\u8fd0\u201d\u4e00\u8a00\u4ee5\u6982\u4e4b\u3002<\/p>\n<p>\u4f5c\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u7814\u7a76\u8005\uff0c\u82ae\u52c7\u4e00\u76f4\u8ba4\u4e3a\u73b0\u5728\u7684\u5de5\u4f5c\u90fd\u662f\u4e3a\u4e86\u4ee5\u540e\uff0c\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u4e0e\u4eba\u7c7b\u548c\u5e73\u5171\u5904\u7684\u672a\u6765\u3002\u90a3\u65f6\uff0c\u4eba\u7c7b\u56e0\u4e3a\u5584\u7528\u4eba\u5de5\u667a\u80fd\uff0c\u5df2\u7ecf\u4ece\u91cd\u590d\u6027\u3001\u65e0\u610f\u4e49\u7684\u7e41\u91cd\u5de5\u4f5c\u4e2d\u5f97\u4ee5\u89e3\u8131\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u4eab\u53d7\u751f\u6d3b\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u96f7\u5cf0\u7f51-AI\u79d1\u6280\u8bc4\u8bba\u6709\u5e78\u9080\u8bf7\u5230\u8054\u60f3\u96c6\u56e2 CTO \u3001\u9ad8\u7ea7\u526f\u603b\u88c1\u3001\u8054\u60f3\u6280\u672f\u59d4\u5458\u4f1a\u526f\u4e3b\u5e2d\u82ae\u52c7\u4e0e\u6211\u4eec\u5c31\u5177\u8eab\u667a\u80fd\u8fd9\u4e00\u4e3b\u9898\u5c55\u5f00\u8ba8\u8bba\uff0c\u540c\u65f6\u5bf9\u8fd1\u5e74\u8054\u60f3\u96c6\u56e2\u5728 AI \u9886\u57df\u7684\u5e03\u5c40\u3001\u672a\u6765\u7814\u53d1\u65b9\u5411\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u884c\u4e1a\u8d8b\u52bf\u7b49\u8bdd\u9898\u8fdb\u884c\u4e86\u4e00\u6b21\u6df1\u5165\u5bf9\u8bdd\uff0c\u96f7\u5cf0\u7f51-AI\u79d1\u6280\u8bc4\u8bba\u505a\u4e86\u4e0d\u6539\u539f\u610f\u7684\u7f16\u8f91\uff1a<\/p>\n<p><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs 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0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=38247\/#%E5%A4%A7%E6%A8%A1%E5%9E%8B%E3%80%81%E6%99%BA%E8%83%BD%E4%BD%93%E4%B8%A4%E6%89%8B%E6%8A%93\" >\u5927\u6a21\u578b\u3001\u667a\u80fd\u4f53\u4e24\u624b\u6293<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=38247\/#%E8%81%94%E6%83%B3%E9%9B%86%E5%9B%A2%E7%9A%84_AI_%E7%89%88%E5%9B%BE\" >\u8054\u60f3\u96c6\u56e2\u7684 AI \u7248\u56fe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=38247\/#AI%E6%98%AF%E5%B7%A5%E5%85%B7%E4%B8%8D%E6%98%AF%E5%A8%81%E8%83%81\" >AI\u662f\u5de5\u5177\u4e0d\u662f\u5a01\u80c1<\/a><\/li><\/ul><\/nav><\/div>\n<h3 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%A8%A1%E5%9E%8B%E3%80%81%E6%99%BA%E8%83%BD%E4%BD%93%E4%B8%A4%E6%89%8B%E6%8A%93\"><\/span>\u5927\u6a21\u578b\u3001\u667a\u80fd\u4f53\u4e24\u624b\u6293<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"color: #FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u60a8\u8fd1\u671f\u7684\u6f14\u8bb2\u4e2d\u6d89\u53ca\u667a\u80fd\u4f53\u7684\u5185\u5bb9\u6bd4\u8f83\u591a\uff0c\u76ee\u524d\u8054\u60f3\u96c6\u56e2\u5bf9\u4e8e\u667a\u80fd\u4f53\u7684\u7814\u53d1\u6295\u5165\u5982\u4f55\uff1f\u8054\u60f3\u96c6\u56e2\u5c06\u6700\u6838\u5fc3\u7684\u6280\u672f\u6295\u5165\u653e\u5728\u4e86\u54ea\u4e00\u5757\uff1f<\/strong><\/span><\/p>\n<p><strong>\u82ae\u52c7\uff1a<\/strong>\u5982\u679c\u8bf4\u53bb\u5e74\u8054\u60f3\u96c6\u56e2\u82b1\u4e86\u5f88\u591a\u65f6\u95f4\u5728\u770b\u5927\u6a21\u578b\u7684\u8bdd\uff0c\u4eca\u5e74\u5927\u5bb6\u82b1\u6700\u591a\u65f6\u95f4\u770b\u7684\u5c31\u662f\u667a\u80fd\u4f53\u3002\u6211\u4eec\u53ef\u80fd\u4e5f\u662f\u5728\u4e1a\u754c\u8f83\u65e9\u5bf9\u667a\u80fd\u4f53\u8fd9\u4e00\u6982\u5ff5\u5c55\u5f00\u6bd4\u8f83\u591a\u8ba8\u8bba\u7684\u4f01\u4e1a\u3002\u4eca\u5e744\u6708\u5728\u4e0a\u6d77\u4e3e\u884c\u7684\u8054\u60f3\u521b\u65b0\u79d1\u6280\u5927\u4f1a\u00a0(Tech World) \u4e3b\u9898\u57fa\u672c\u5c31\u662f\u56f4\u7ed5\u667a\u80fd\u4f53\u5c55\u5f00\u3002\u73b0\u5728\u91cd\u8981\u7684\u4e00\u5b9a\u662f\u667a\u80fd\u4f53\uff0c\u56e0\u4e3a\u5149\u6709\u5927\u6a21\u578b\u6280\u672f\uff0c\u6211\u4eec\u89c9\u5f97\u5df2\u7ecf\u4e0d\u591f\u4e86\uff0c\u6240\u4ee5\u667a\u80fd\u4f53\u5728\u8054\u60f3\u96c6\u56e2\u7684\u7814\u53d1\u4e1a\u52a1\u4e2d\u662f\u5904\u4e8e\u4e00\u4e2a\u6838\u5fc3\u6280\u672f\u7684\u4f4d\u7f6e\u3002\u4f46\u4e5f\u4e0d\u662f\u628a\u5927\u6a21\u578b\u5f7b\u5e95\u6254\u4e86\uff0c\u800c\u4e14\u5927\u6a21\u578b\u662f\u5f00\u53d1\u667a\u80fd\u4f53\u7684\u57fa\u7840\uff0c<strong>\u6240\u4ee5\u6211\u4eec\u4e24\u624b\u90fd\u8981\u6293\uff0c\u4e24\u624b\u90fd\u8981\u786c\u3002\u5de6\u624b\u6293\u5927\u6a21\u578b\uff0c\u53f3\u624b\u6293\u667a\u80fd\u4f53\u3002<\/strong><\/p>\n<p>\u5728\u6211\u4eec\u770b\u6765\uff0c\u4e0b\u4e00\u6b65\u5c31\u662f\u638c\u63e1\u667a\u80fd\u4f53\u51e0\u4e2a\u6838\u5fc3\u6280\u672f\u3002\u6211\u89c9\u5f97\u6709\u51e0\u5927\u6a21\u5757\u975e\u5e38\u91cd\u8981\uff0c\u9996\u5148\u662f\u667a\u80fd\u4f53\u7684\u5927\u8111\uff0c\u4e5f\u5c31\u662f\u5927\u6a21\u578b\uff0c\u76f8\u5f53\u4e8e\u63a7\u5236\u4e2d\u67a2\uff0c\u6240\u4ee5\u8981\u589e\u5f3a\u5927\u6a21\u578b\u672c\u8eab\u7684\u80fd\u529b\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u667a\u80fd\u4f53\u9700\u8981\u77e5\u9053\u81ea\u5df1\u7684\u80fd\u529b\u8fb9\u754c\u3002\u4eba\u5c31\u662f\u4e00\u4e2a\u667a\u80fd\u4f53\uff0c\u4eba\u77e5\u9053\u81ea\u5df1\u7684\u80fd\u529b\u8fb9\u754c\u3002\u6bd4\u5982\u4f60\u95ee\u6211\u4e24\u4f4d\u6570\u7684\u52a0\u51cf\u6cd5\uff0c\u6211\u53ef\u4ee5\u5fc3\u7b97\u5f88\u5feb\u7ed9\u51fa\u7b54\u6848\u3002\u5982\u679c\u9047\u52308\u4f4d\u6570\u30019\u4f4d\u6570\u7684\u52a0\u51cf\u6cd5\uff0c\u6211\u4f1a\u60f3\u5230\u4f7f\u7528\u5408\u9002\u7684\u5de5\u5177\uff0c\u6bd4\u5982\u627e\u8ba1\u7b97\u5668\u6765\u8ba1\u7b97\uff0c\u628a\u7b54\u6848\u544a\u8bc9\u4f60\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u667a\u80fd\u4f53\u4e00\u4e2a\u5173\u952e\u7684\u80fd\u529b\u662f\u5bf9\u81ea\u6211\u80fd\u529b\u8fb9\u754c\u7684\u8ba4\u77e5\uff0c\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u5e94\u8be5\u8c03\u7528\u5de5\u5177\uff0c\u8c03\u7528\u4ec0\u4e48\u6837\u7684\u5de5\u5177\u3002\u4eca\u5929\u7684\u5927\u6a21\u578b\u6709\u65f6\u5019\u4f1a\u975e\u5e38\u81ea\u4fe1\u5730\u544a\u8bc9\u4f60\u4e00\u4e2a\u9519\u8bef\u7b54\u6848\u3002<strong>\u5927\u6a21\u578b\u5176\u5b9e\u4e0d\u60f3\u9a97\u4f60\uff0c\u5b83\u53ea\u662f\u4e0d\u77e5\u9053\u81ea\u5df1\u7684\u80fd\u529b\u8fb9\u754c\u5728\u54ea\u91cc\u3002<\/strong><\/p>\n<p>\u6b64\u5916\uff0c\u5bf9\u590d\u6742\u4efb\u52a1\u7684\u7406\u89e3\u4e0e\u89c4\u5212\u4e5f\u662f\u667a\u80fd\u4f53\u7684\u5173\u952e\u80fd\u529b\u3002\u6211\u4eec\u4eba\u7c7b\u9762\u5bf9\u4e00\u4e2a\u590d\u6742\u4efb\u52a1\uff0c\u4f1a\u5168\u5c40\u5730\u8003\u8651\u95ee\u9898\uff0c\u5305\u62ec\u4f18\u5316\u76ee\u6807\uff0c\u9650\u5236\u6761\u4ef6\uff0c\u53ef\u80fd\u7684\u65b9\u6848\u3002\u7136\u540e\u7406\u51fa\u601d\u8def\uff0c\u9762\u5bf9\u591a\u6b65\u9aa4\u64cd\u4f5c\u4f1a\u6e05\u695a\u5148\u505a\u4ec0\u4e48\u540e\u505a\u4ec0\u4e48\uff0c\u5bf9\u4e8e\u672a\u77e5\u60c5\u51b5\u5982\u4f55\u53bb\u5c1d\u8bd5\uff0c\u5bf9\u4e8e\u591a\u79cd\u8def\u5f84\u5982\u4f55\u62e9\u4f18\u3002\u5927\u6a21\u578b\u672c\u8d28\u4e0a\u662f\u5728\u505a\u4e0b\u4e00\u4e2a\u5355\u8bcd\u7684\u9884\u6d4b\uff0c\u5b83\u5f88\u9002\u5408\u76f4\u89c9\u7c7b\u4efb\u52a1\uff0c\u5e76\u4e0d\u9002\u5408\u9700\u8981\u7edf\u7b79\u89c4\u5212\u7684\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<p><span style=\"color: #FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u5728\u60a8\u770b\u6765\uff0c\u667a\u80fd\u4f53\u4e0e\u5177\u8eab\u667a\u80fd\u4e4b\u95f4\u6709\u4ec0\u4e48\u8054\u7cfb\uff1f<\/strong><\/span>\u00a0<\/p>\n<p><strong>\u82ae\u52c7\uff1a<\/strong>\u6211\u8ba4\u4e3a\uff0c\u667a\u80fd\u4f53\u662f\u4e00\u4e2a\u7edf\u7b79\u7684\u6982\u5ff5\u3002\u667a\u80fd\u4f53\u57fa\u4e8e\u5927\u6a21\u578b\u800c\u53c8\u8d85\u8d8a\u4e8e\u5927\u6a21\u578b\uff0c\u667a\u80fd\u4f53\u540c\u65f6\u4e5f\u662f\u79bb\u8eab\u667a\u80fd\u548c\u5177\u8eab\u667a\u80fd\u7684\u57fa\u7840\u3002\u667a\u80fd\u4f53\u65e2\u53ef\u4ee5\u5b58\u5728\u4e8e\u6570\u5b57\u7a7a\u95f4\uff08cyberspace\uff09\uff0c\u4e5f\u53ef\u4ee5\u5b58\u5728\u4e8e\u7269\u7406\u7a7a\u95f4\uff08physical space\uff09\uff0c\u548c\u5404\u79cd\u8bbe\u5907\u7ed3\u5408\u3002\u5728\u6570\u5b57\u7a7a\u95f4\u7684\u667a\u80fd\u4f53\uff0c\u6211\u4eec\u4e00\u822c\u79f0\u4e3a\u79bb\u8eab\u667a\u80fd\uff08Disembodied AI\uff09\uff1b\u5b58\u5728\u4e8e\u7269\u7406\u7a7a\u95f4\u7684\u667a\u80fd\u4f53\u5c31\u662f\u5177\u8eab\u667a\u80fd\uff08Embodied AI\uff09\u3002\u5177\u8eab\u667a\u80fd\u5305\u62ec\u5728\u673a\u5668\u4eba\u65b9\u5411\u7684\u5177\u8eab\u667a\u80fd\uff0c\u4e5f\u5305\u62ec\u4e86\u8f66\u548c\u5176\u4ed6\u8bbe\u5907\u3002<\/p>\n<p>\u5177\u8eab\u667a\u80fd\u548c\u79bb\u8eab\u667a\u80fd\u6982\u5ff5\u7684\u7b2c\u4e00\u6b21\u51fa\u73b0\uff0c\u662f1950\u5e74\u524d\u540e\uff0c\u90a3\u65f6\u5019 AI \u8fd8\u6ca1\u6709\u771f\u6b63\u51fa\u73b0\uff0c\u6b63\u5904\u5728\u840c\u82bd\u671f\u3002Alan Turing \u5728\u4ed6\u90a3\u7bc7\u8457\u540d\u7684\u8bba\u6587\u300a\u8ba1\u7b97\u673a\u5668\u4e0e\u667a\u80fd(Computing machinery and intelligence)\u300b\u7ed3\u5c3e\u601d\u8003\u4e86\u672a\u6765\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u9053\u8def\uff0c\u4e00\u4e2a\u65b9\u5411\u662f\u53d1\u5c55\u4e3a\u80fd\u591f\u8fdb\u884c\u50cf\u4e0b\u68cb\u7c7b\u7684\u62bd\u8c61\u6d3b\u52a8\u6240\u9700\u7684\u667a\u80fd\uff0c\u53e6\u4e00\u6761\u65b9\u5411\u5219\u662f\u4e3a\u673a\u5668\u4eba\u914d\u5907\u4f20\u611f\u5668\uff0c\u8ba9\u5b83\u4eec\u50cf\u5b69\u5b50\u4e00\u6837\u53bb\u63a5\u89e6\u4e16\u754c\uff0c\u8ba4\u8bc6\u4e16\u754c\u3002\u8fd9\u5c31\u662f\u79bb\u8eab\u667a\u80fd\u548c\u5177\u8eab\u667a\u80fd\u7684\u524d\u8eab\u3002<\/p>\n<p>\u76ee\u524d\u53ef\u4ee5\u770b\u5230\u7684\u662f\uff0c\u5982\u679c\u667a\u80fd\u4f53\u5149\u9760\u4e00\u4e2a\u5927\u6a21\u578b\u652f\u6491\u662f\u8fdc\u8fdc\u4e0d\u591f\u7684\u3002\u56e0\u4e3a\u5927\u6a21\u578b\u672c\u8eab\u80fd\u529b\u6709\u9650\uff0c\u5355\u51ed\u4e00\u4e2a\u5927\u6a21\u578b\u5f88\u96be\u518d\u5f80\u4e0b\u53d1\u5c55\u3002\u73b0\u5728\u5927\u6a21\u578b\u5c31\u9047\u5230\u4e86\u4e00\u4e9b\u74f6\u9888\uff0c\u6bd4\u5982\u5b83\u5bf9\u81ea\u8eab\u80fd\u529b\u7684\u8ba4\u8bc6\u5f88\u4e0d\u8db3\uff0c\u5bf9\u4e8e\u5230\u5e95\u81ea\u5df1\u80fd\u5e72\u4ec0\u4e48\u3001\u4e0d\u80fd\u5e72\u4ec0\u4e48\u3001\u4ec0\u4e48\u65f6\u5019\u8981\u8c03\u7528\u5de5\u5177\u3001\u4ec0\u4e48\u65f6\u5019\u53ef\u4ee5\u81ea\u5df1\u5e72\u8fd9\u4e9b\u95ee\u9898\u90fd\u4e0d\u6e05\u695a\u3002\u6b64\u5916\uff0c\u8fd8\u6709\u5b83\u7684\u957f\u77ed\u671f\u8bb0\u5fc6\u3001\u5bf9\u4e8e\u590d\u6742\u610f\u56fe\u7684\u7406\u89e3\u4ee5\u53ca\u5206\u89e3\u590d\u6742\u4efb\u52a1\u7b49\u7b49\uff0c\u8fd9\u4e9b\u90fd\u662f\u5c1a\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n<p><span style=\"color: #FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u5728\u7814\u7a76\u667a\u80fd\u4f53\u65f6\u9047\u5230\u7684\u95ee\u9898\u5bf9\u4e8e\u7814\u7a76\u5177\u8eab\u667a\u80fd\u6709\u4f55\u5e2e\u52a9\uff1f\u00a0<\/strong><\/span><\/p>\n<p><strong>\u82ae\u52c7\uff1a<\/strong>\u56e0\u4e3a\u5177\u8eab\u667a\u80fd\u662f\u57fa\u4e8e\u667a\u80fd\u4f53\u53d1\u5c55\u51fa\u6765\u7684\uff0c\u4e2d\u95f4\u5f88\u591a\u90e8\u5206\u548c\u667a\u80fd\u4f53\u662f\u4e00\u6837\u7684\uff0c\u6bd4\u5982\u8bf4\u4ed6\u4eec\u90fd\u4f1a\u6709\u4e00\u4e2a\u5927\u6a21\u578b\u7684\u5927\u8111\uff0c\u90fd\u4f1a\u6709\u5bf9\u573a\u666f\u7684\u7406\u89e3\u548c\u4e3b\u52a8\u611f\u77e5\uff0c\u90fd\u4f1a\u6709\u5bf9\u590d\u6742\u4efb\u52a1\u7684\u7406\u89e3\u3001\u5206\u89e3\u548c\u89c4\u5212\uff0c\u4ee5\u53ca\u5bf9\u77e5\u8bc6\u5e93\u548c\u5de5\u5177\u7684\u8c03\u7528\u3002<\/p>\n<p>\u4f46\u662f\u9664\u4e86\u8fd9\u4e9b\u4ee5\u5916\uff0c\u5177\u8eab\u667a\u80fd\u8fd8\u6709\u5b83\u81ea\u5df1\u7684\u7279\u70b9\uff0c\u6709\u4e00\u4e9b\u65b0\u7684\u95ee\u9898\u8981\u89e3\u51b3\uff1a<\/p>\n<p>\u2022\u00a0\u667a\u80fd\u4f53\u7684\u63a7\u5236\u4e2d\u67a2\u90e8\u5206\uff0c\u5728\u539f\u6765\u7684\u8bed\u8a00\u5927\u6a21\u578b\u548c\u89c6\u89c9\u5927\u6a21\u578b\u4e4b\u5916\uff0c\u8fd8\u8981\u52a0\u5165\u52a8\u4f5c\u5927\u6a21\u578b\uff1b<\/p>\n<p>\u2022\u00a0\u573a\u666f\u7406\u89e3\u548c\u4e3b\u52a8\u611f\u77e5\u7ec4\u4ef6\u90e8\u5206\uff0c\u9700\u8981\u52a0\u51653D\u8bed\u4e49\u5730\u56fe\u751f\u6210\uff0c\u548c\u73af\u5883\u4e0e\u5730\u5f62\u611f\u77e5\uff1b<\/p>\n<p>\u2022\u00a0\u5728\u81ea\u4e3b\u884c\u8d70\u4e0e\u64cd\u4f5c\u63a7\u5236\u4e0a\uff0c\u9700\u8981\u89c6\u89c9\u843d\u811a\u70b9\u89c4\u5212\u3001\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684\u5730\u5f62\u9002\u5e94\u884c\u8d70\uff0c\u4ee5\u53ca\u81ea\u4e3b\u5b9a\u4f4d\u3001\u5bfc\u822a\u4e0e\u63a2\u7d22\uff1b<\/p>\n<p>\u2022\u00a0\u5177\u8eab\u8f7d\u4f53\u548c\u6267\u884c\u5668\u90e8\u5206\uff0c\u9700\u8981\u901a\u7528\u8db3\u5f0f\u673a\u5668\u4eba\u548c\u529b\u63a7\u9a71\u52a8\u5355\u5143\u3002<\/p>\n<p>\u8bf4\u5230\u8f7d\u4f53\uff0c\u8054\u60f3\u96c6\u56e2\u8fd1\u65e5\u53d1\u5e03\u4e86\u901a\u7528\u578b\u516d\u8db3\u6668\u661f\u673a\u5668\u4eba\uff0c\u8fd9\u91cc\u9762\u6d89\u53ca\u5230\u4eff\u751f\u5b66\u3001\u7269\u7406\u8fd0\u52a8\u7b49\u7b49\uff0c\u8fd9\u4e9b\u90fd\u662f\u79bb\u8eab\u667a\u80fd\u4e0d\u592a\u5173\u5fc3\uff0c\u4f46\u5728\u5177\u8eab\u667a\u80fd\u9886\u57df\u975e\u5e38\u91cd\u8981\u7684\u77e5\u8bc6\u3002\u6b64\u5916\uff0c\u6bd4\u5982\u540c\u6837\u662f\u5bf9\u77e5\u8bc6\u5e93\u548c\u5de5\u5177\u5e93\u7684\u8c03\u7528\uff0c\u79bb\u8eab\u667a\u80fd\u548c\u5177\u8eab\u667a\u80fd\u6240\u8c03\u7528\u7684\u5e93\u662f\u5b8c\u5168\u4e0d\u4e00\u6837\u7684\u3002<\/p>\n<p><span style=\"color: #FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u60a8\u8ba4\u4e3a\u5177\u8eab\u667a\u80fd\u6700\u9002\u5408\u7684\u8f7d\u4f53\u662f\u4ec0\u4e48\u6837\u7684\uff1f<\/strong><\/span><\/p>\n<p><strong>\u82ae\u52c7\uff1a<\/strong>\u5177\u8eab\u667a\u80fd\u7684\u8f7d\u4f53\u591a\u79cd\u591a\u6837\uff0c\u65e2\u53ef\u4ee5\u662f\u4eba\u5f62\u673a\u5668\u4eba\uff0c\u4e5f\u53ef\u4ee5\u4e5f\u662f\u5176\u5b83\u5f62\u6001\uff0c\u573a\u666f\u4e0d\u540c\uff0c\u8f7d\u4f53\u5219\u4e0d\u540c\u3002<\/p>\n<p>\u6bd4\u5982\u9700\u8981\u966a\u4f34\u8001\u4eba\u6216\u8005\u5c0f\u670b\u53cb\u7684\u573a\u666f\uff0c\u6700\u9002\u5408\u7684\u5c31\u662f\u4eba\u5f62\u673a\u5668\u4eba\u3002\u4f46\u50cf\u662f\u5b89\u4fdd\u3001\u91ce\u5916\u4f5c\u4e1a\u7684\u573a\u666f\uff0c\u53cd\u800c\u662f\u591a\u8db3\u673a\u5668\u4eba\u5408\u9002\uff0c\u56e0\u4e3a\u7a33\u5b9a\uff0c\u5e76\u4e14\u8f7d\u91cd\u91cf\u5927\u3002\u6211\u4eec\u90fd\u77e5\u9053\uff0c\u4e09\u89d2\u5f62\u662f\u6700\u7a33\u5b9a\u7684\u7ed3\u6784\uff0c\u516d\u8db3\u7684\u8bdd\u5c31\u662f\u591a\u7ec4\u4e09\u89d2\u5f62\u8f6e\u6d41\u7740\u5730\uff0c\u80fd\u591f\u6700\u5927\u7a0b\u5ea6\u5730\u4fdd\u8bc1\u7a33\u5b9a\u6027\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u8054\u60f3\u96c6\u56e2\u9009\u62e9\u7814\u53d1\u516d\u8db3\u673a\u5668\u4eba\u7684\u539f\u56e0\u3002<\/p>\n<p>\u50cf\u8054\u60f3\u96c6\u56e2\u5176\u4ed6\u7684\u4e00\u4e9b\u4ea7\u54c1\uff0c\u6bd4\u5982\u8bf4\u8f66\u8ba1\u7b97\uff0c\u751a\u81f3\u6211\u4eec\u4e0d\u540c\u578b\u53f7\u7684\u7b14\u8bb0\u672c\u7535\u8111\u7b49\u7b49\uff0c\u5176\u5b9e\u8fd9\u4e9b\u5f62\u6001\u4e5f\u662f\u9002\u7528\u4e8e\u4e0d\u540c\u573a\u666f\u3002\u50cf\u662f\u7535\u8111\uff0c\u6211\u8ba4\u4e3a\u5b83\u662f\u4ecb\u4e8e\u5177\u8eab\u667a\u80fd\u548c\u79bb\u8eab\u667a\u80fd\u4e4b\u95f4\u7684\u667a\u80fd\u4f53\uff0c\u56e0\u4e3a\u7535\u8111\u91cc\u9762\u6709\u5f88\u591a\u4f20\u611f\u5668\u3001\u8f93\u5165\u8bbe\u5907\u7b49\u7b49\uff0c\u6240\u4ee5\u5b83\u5bf9\u73af\u5883\u6709\u4e00\u5b9a\u7684\u611f\u77e5\u548c\u7406\u89e3\uff0c\u5176\u5b9e\u6709\u4e86\u5177\u8eab\u667a\u80fd\u4e00\u90e8\u5206\u7684\u80fd\u529b\u3002\u4f46\u662f\u5b83\u53ef\u80fd\u66f4\u4fa7\u91cd\u4e8e\u4f5c\u4e3a\u79bb\u8eab\u667a\u80fd\u5b58\u5728\uff0c\u56e0\u4e3a\u5728\u7aef\u4fa7\u7684\u5927\u6a21\u578b\u662f\u8dd1\u5728\u7535\u8111\u4e0a\u7684\uff0c\u80fd\u591f\u4f7f\u4f60\u7684\u751f\u6d3b\u66f4\u52a0\u6109\u5feb\uff0c\u4f7f\u4f60\u7684\u5de5\u4f5c\u53d8\u5f97\u66f4\u52a0\u6709\u6548\u7387\u3002<\/p>\n<p><span style=\"color: #FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u6765\u8bf4\uff0c\u5177\u8eab\u667a\u80fd\u56e0\u4e3a\u5177\u6709\u548c\u7269\u7406\u73af\u5883\u8fdb\u884c\u4ea4\u4e92\u7684\u7279\u70b9\uff0c\u5e94\u8be5\u662f\u66f4\u9ad8\u7ea7\u7684\u4e00\u79cd\u667a\u80fd\u5f62\u6001\uff0c\u60a8\u5982\u4f55\u770b\u5f85\u5177\u8eab\u667a\u80fd\u548c AGI \u4e4b\u95f4\u7684\u5173\u7cfb\uff1f<\/strong><\/span><strong><\/p>\n<p>\u82ae\u52c7\uff1a<\/strong>\u6211\u89c9\u5f97 AGI \u8ddf\u79bb\u8eab\u667a\u80fd\u3001\u5177\u8eab\u667a\u80fd\u90fd\u6709\u5173\u7cfb\u3002\u6709\u4eba\u89c9\u5f97\u5df2\u7ecf\u57fa\u672c\u4e0a\u80fd\u770b\u5230 AGI \u51fa\u73b0\u4e86\uff0c\u4f46\u6211\u6ca1\u6709\u90a3\u4e48\u4e50\u89c2\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u5f53\u4e0b\u7684\u6280\u672f\u6c34\u5e73\u79bb AGI \u8fd8\u6709\u8ddd\u79bb\u3002\u65e0\u8bba\u662f AGI\u3001\u5177\u8eab\u667a\u80fd\u8fd8\u662f\u79bb\u8eab\u667a\u80fd\uff0c\u6211\u89c9\u5f97\u8fd8\u6709\u597d\u591a\u7684\u4e8b\u60c5\u8981\u53bb\u505a\u3002<\/p>\n<p>\u56fe\u7075\u5956\u5f97\u4e3b Yoshua Bengio \u6240\u63d0\u51fa\u7684\u4e94\u4e2a\u5c42\u6b21 World Scope 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AI \u8bad\u7ec3\u63a8\u7406\u5e73\u53f0\u3002\u6240\u4ee5\u4e0d\u8bba\u662f\u5728\u7aef\u4fa7\u3001\u8fb9\u4fa7\uff0c\u8fd8\u662f\u5728\u4e91\u4fa7\uff0c\u8054\u60f3\u96c6\u56e2\u5176\u5b9e\u5f88\u65e9\u5c31\u5df2\u7ecf\u4e0b\u5927\u529f\u592b\u5728\u505a\u4e86\uff0c\u7b2c\u4e00\u6b65\u4ee5\u5c0f\u6a21\u578b\u4e3a\u4e3b\uff0c\u4e3a\u4e4b\u540e\u5927\u6a21\u578b\u7684\u7814\u53d1\u57cb\u4e0b\u4f0f\u7b14\u3002<\/p>\n<p>\u4e24\u5e74\u524d OpenAI \u771f\u6b63\u7684\u8d77\u98de\u4e4b\u524d\uff0c\u6211\u4eec\u6295\u5165\u4e86\u4e00\u4e9b\u8ddf\u5927\u6a21\u578b\u76f8\u5173\u7684\u5173\u952e\u6280\u672f\uff0c\u6bd4\u5982\u5c0f\u6837\u672c\u5b66\u4e60\uff08few-shot learning\uff09\u3002\u50cf GPT-3\u6587\u7ae0\u7684\u6807\u9898\u662fLanguage Models are Few-Shot Learners \uff0c\u5b83\u8bb2\u7684\u662f\u4e0a\u4e0b\u6587\u5c0f\u6837\u672c\u5b66\u4e60\u6280\u672f(few-shot in-context learning)\u3002\u5728\u8fd9\u65b9\u9762\u4ed6\u4eec\u548c\u6211\u4eec\u6709\u5f02\u66f2\u540c\u5de5\u4e4b\u5999\u3002\u5f53\u65f6\u6211\u4eec\u5728\u505a\u8fb9\u7f18\u4fa7 AI \u7684\u65f6\u5019\uff0c\u4e5f\u662f\u540c\u6837\u7684\u505a\u6cd5\u3002\u6211\u4eec\u57282019\u5e74\u5c31\u5df2\u7ecf\u5728\u5173\u6ce8 Open AI \u8fd9\u5bb6\u4f01\u4e1a\uff0c\u5173\u6ce8\u5b83\u6240\u7814\u53d1\u7684\u5927\u6a21\u578b\u6280\u672f\uff0c\u4e00\u65b9\u9762\u662f\u6211\u4eec\u81ea\u5df1\u5728\u505a\u5c0f\u6a21\u578b\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u662f\u5728\u79ef\u7d2f\u505a\u5927\u6a21\u578b\u7684\u7ecf\u9a8c\u3002<\/p>\n<p>\u7b49\u5230 OpenAI 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style=\"color: #FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u60a8\u8ba4\u4e3a\u4ec0\u4e48\u6837\u7684\u7b97\u6cd5\u4f53\u7cfb\u67b6\u6784\u80fd\u66f4\u597d\u5730\u652f\u6491\u5927\u6a21\u578b\u548c\u667a\u80fd\u4f53\u6280\u672f\u7684\u843d\u5730\uff1f<\/strong><\/span><\/p>\n<p><strong>\u82ae\u52c7\uff1a<\/strong>\u6211\u89c9\u5f97\u6ee1\u8db3\u9700\u6c42\u4e00\u5b9a\u9700\u8981\u4e91\u8fb9\u7aef\u534f\u540c\u7684\u4f53\u7cfb\u67b6\u6784\u548c\u7b97\u6cd5\u5e73\u53f0\u3002\u5982\u679c\u7528\u6237\u95ee\u767e\u79d1\u77e5\u8bc6\u7c7b\u7684\u95ee\u9898\uff0c\u90a3\u4e48\u5c06\u95ee\u9898\u53d1\u9001\u5230 ChatGPT 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AI 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style=\"color: #FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u60a8\u8ba4\u4e3a\uff0c\u5bf9\u4e8e AI 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#FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u5728\u8fd9\u6b21\u4eba\u5de5\u667a\u80fd\u7684\u6d6a\u6f6e\u4e2d\uff0c\u6709\u6ca1\u6709\u54ea\u4e9b\u9700\u8981\u5927\u5bb6\u91cd\u89c6\u7684\u95ee\u9898\uff1f<\/strong><\/span><strong><\/p>\n<p>\u82ae\u52c7\uff1a<\/strong>\u6211\u6bd4\u8f83\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u5e26\u6765\u7684\u5b89\u5168\u95ee\u9898\u3002\u73b0\u5728\u5927\u6a21\u578b\u53ef\u4ee5\u751f\u6210\u975e\u5e38\u903c\u771f\u7684\u8bed\u97f3\u548c\u89c6\u9891\uff0c\u6709\u4e9b\u4eba\u5c31\u5229\u7528\u8fd9\u70b9\u6765\u884c\u9a97\uff0c\u6240\u4ee5\u6211\u4eec\u4e00\u5b9a\u8981\u52a0\u5f3a\u4eba\u5de5\u667a\u80fd\u7684\u5b89\u5168\u76d1\u7ba1\uff0c\u8fd9\u662f\u4e00\u65b9\u9762\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u6211\u8ba4\u4e3a\u5728\u63a8\u52a8\u667a\u80fd\u5316\u53d1\u5c55\u7684\u8fdb\u7a0b\u4e2d\uff0c\u65e0\u8bba\u662f\u5177\u8eab\u667a\u80fd\u8fd8\u662f\u79bb\u8eab\u667a\u80fd\uff0c\u6700\u7ec8\u76ee\u7684\u662f\u4e3a\u4eba\u7c7b\u670d\u52a1\u3002\u5982\u679c\u53d1\u5c55\u5230\u5bf9\u4eba\u7c7b\u4ea7\u751f\u5a01\u80c1\uff0c\u6216\u8005\u5b83\u4eec\u7684\u5b58\u5728\u8ba9\u4eba\u7c7b\u611f\u5230\u88ab\u654c\u89c6\uff0c\u6211\u89c9\u5f97\u5c31\u51fa\u73b0\u95ee\u9898\u4e86\u3002<\/p>\n<p>\u4eba\u5de5\u667a\u80fd\uff0c\u65e0\u8bba\u5982\u4f55\u90fd\u53ea\u662f\u6211\u4eec\u4eba\u7c7b\u7684\u4e00\u4e2a\u5de5\u5177\u3002\u5982\u679c\u56e0\u4e3a\u5de5\u5177\u53cd\u800c\u628a\u4eba\u6dd8\u6c70\u4e86\uff0c\u90a3\u4e48\u6211\u4eec\u4e3a\u4ec0\u4e48\u8981\u53bb\u505a\u8fd9\u4e2a\u4e8b\u60c5\uff1f\u6211\u4eec\u5e0c\u671b\u4eba\u5de5\u667a\u80fd\u3001\u667a\u80fd\u4f53\u6216\u662f\u5177\u8eab\u667a\u80fd\uff0c\u80fd\u628a\u6211\u4eec\u4ece\u4e00\u4e9b\u7e41\u7410\u7684\u3001\u91cd\u590d\u6027\u7684\u5de5\u4f5c\u91cc\u89e3\u653e\u51fa\u6765\u3002\u6240\u4ee5<strong>\u53d1\u5c55AI\u4e0d\u662f\u4e3a\u4e86\u6dd8\u6c70\u4eba\u7c7b\uff0c\u800c\u662f\u4e3a\u4e86\u89e3\u653e\u4eba\u7c7b\uff0c\u8ba9\u4eba\u7c7b\u66f4\u597d\u5730\u4eab\u53d7\u751f\u6d3b<\/strong>\uff0c\u4e0d\u80fd\u672c\u672b\u5012\u7f6e\uff0c\u8fd9\u6837\u6211\u4eec\u73b0\u5728\u505a\u7684\u8fd9\u4e9b\u5de5\u4f5c\u624d\u6709\u610f\u4e49\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u5728\u5177\u8eab\u667a\u80fd\u65b9\u9762\uff0c\u6211\u8fd8\u5173\u6ce8\u5230\u7269\u7406\u4e16\u754c\u91cc\u673a\u5668\u4eba\u5bf9\u4eba\u7c7b\u7684\u5b89\u5168\u98ce\u9669\u95ee\u9898\u3002\u6211\u8ba4\u4e3a\u9700\u8981\u4e3a\u673a\u5668\u4eba\u5efa\u7acb\u4e00\u5957\u884c\u4e3a\u89c4\u8303\u548c\u9053\u5fb7\u51c6\u5219\uff0c\u6bd4\u5982\u8bf4\u670d\u4ece\u4eba\u7c7b\u547d\u4ee4\uff0c\u6c38\u8fdc\u4e0d\u80fd\u4f24\u5bb3\u4eba\u7c7b\uff0c\u5c3d\u53ef\u80fd\u4fdd\u62a4\u81ea\u5df1\u7684\u751f\u5b58\u5b89\u5168\u7b49\u7b49\u3002<\/p>\n<p><span style=\"color: #FF0000\"><strong>AI\u79d1\u6280\u8bc4\u8bba\uff1a\u5386\u53f2\u4e0a\u6bcf\u4e00\u79cd\u65b0\u5174\u6280\u672f\u7684\u51fa\u73b0\u90fd\u5f15\u8d77\u5f88\u5927\u8ba8\u8bba\u3002\u50cf\u662f AlexNet \u7684\u51fa\u73b0\u5e26\u52a8\u4e86\u5bf9\u6df1\u5ea6\u5b66\u4e60\u7684\u7814\u7a76\u6d6a\u6f6e\u3002\u60a8\u8ba4\u4e3a\u5728\u5177\u8eab\u667a\u80fd\u9886\u57df\uff0c\u201c\u91cc\u7a0b\u7891\u201d\u5f0f\u7684\u65b0\u5174\u6280\u672f\u5c31\u662f\u4ec0\u4e48\uff1f\u73b0\u5728\u51fa\u73b0\u4e86\u5417\uff1f\u5bf9\u8fd9\u4e00\u9886\u57df\uff0c\u60a8\u6709\u54ea\u4e9b\u6280\u672f\u671f\u5f85\uff1f<\/strong><\/span><\/p>\n<p><strong>\u82ae\u52c7\uff1a<\/strong>\u6211\u89c9\u5f97\u5229\u7528\u591a\u6a21\u6001\u751f\u6210\u5f0f\u5927\u6a21\u578b\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u5177\u8eab\u667a\u80fd\u662f\u4e00\u4e2a\u201c\u91cc\u7a0b\u7891\u201d\u5f0f\u7684\u65b0\u5174\u6280\u672f\u3002\u5229\u7528\u8fd9\u4e2a\u6280\u672f\uff0c\u52a8\u4f5c(action)\u4e5f\u88ab\u8ba4\u4e3a\u662f\u4e00\u79cd\u6a21\u6001\uff0c\u4e5f\u53ef\u4ee5\u8f6c\u6362\u6210tokens\uff0c\u548c\u8bed\u8a00\u3001\u56fe\u50cf\u7684tokens\u4e00\u8d77\u53c2\u4e0e\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u53bb\u5e74Google\u53d1\u5e03\u7684RT-2\u662f\u4e2a\u89c6\u89c9\u8bed\u8a00\u52a8\u4f5c(Vision-Language-Action, VLA)\u5927\u6a21\u578b\uff0c\u5b83\u80fd\u591f\u6839\u636e\u7528\u6237\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u548c\u73af\u5883\u7684\u56fe\u50cf\uff0c\u76f4\u63a5\u64cd\u63a7\u673a\u68b0\u81c2\u5b8c\u6210\u4efb\u52a1\u3002\u7c7b\u4f3c\u5730\uff0cTesla FSD\u4e4b\u524d\u7684\u7248\u672c\u91c7\u7528\u6a21\u5757\u5316\u7684\u8bbe\u8ba1\uff0c\u5305\u62ec\u611f\u77e5\u3001\u89c4\u5212\u3001\u63a7\u5236\u7b49\u90e8\u5206\uff0c\u800c\u6700\u65b0\u7248\u7684V12\u91c7\u7528\u591a\u6a21\u6001\u5927\u6a21\u578b\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u81ea\u52a8\u9a7e\u9a76\uff0c\u4ece8\u4e2a\u6444\u50cf\u5934\u89c2\u5bdf\u5230\u7684\u73af\u5883\u56fe\u50cf\u76f4\u63a5\u751f\u6210\u52a0\u901f\u3001\u5239\u8f66\u3001\u65b9\u5411\u63a7\u5236\u6307\u4ee4\u3002<\/p>\n<p>\u8fd9\u79cd\u7aef\u5230\u7aef\u7cfb\u7edf\u66f4\u50cf\u662f\u4eba\u7c7b\u53f8\u673a\uff0c\u6839\u636e\u89c2\u5bdf\u5230\u7684\u8def\u51b5\u76f4\u63a5\u63a7\u5236\u8f66\u8f86\u3002\u4ece\u7528\u6237\u53cd\u9988\u6765\u770b\uff0cTesla FSD V12\u8868\u73b0\u51fa\u8fd1\u4e4e\u5b8c\u7f8e\u7684\u9a7e\u9a76\u6c34\u51c6\u3002\u540c\u65f6\u6574\u4e2a\u7cfb\u7edf\u91cd\u6784\uff0c\u539f\u6765\u768430\u4e07\u884c\u63a7\u5236\u4ee3\u7801\u53ef\u4ee5\u51cf\u5c11\u4e24\u4e2a\u6570\u91cf\u7ea7\uff0c\u6781\u5927\u5730\u964d\u4f4e\u4e86\u5de5\u7a0b\u5f00\u53d1\u6210\u672c\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5927\u6a21\u578b\u8fd9\u79cd\u7aef\u5230\u7aef\u7684\u6570\u636e\u9a71\u52a8\u65b9\u6cd5\u9700\u8981\u6d77\u91cf\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u5305\u62ec\u771f\u5b9e\u573a\u666f\u91c7\u96c6\u6570\u636e\u548c\u6a21\u62df\u573a\u666f\u5408\u6210\u6570\u636e\u3002\u5373\u4fbf\u6709\u4e86\u6d77\u91cf\u8bad\u7ec3\u6570\u636e\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5bf9\u672a\u77e5\u573a\u666f\u548c\u672a\u77e5\u4efb\u52a1\u7684\u6cdb\u5316\u80fd\u529b\u4ecd\u7136\u4e0d\u8db3\u3002\u6240\u4ee5\u8bf4\uff0c\u5927\u6a21\u578b\u662f\u5426\u5b66\u4e60\u5230\u4e86\u5b8c\u5907\u7684\u4e16\u754c\u6a21\u578b\uff0c\u6216\u8005\u8bf4\u662f\u5426\u63a5\u8fd1\u4eba\u7c7b\u7684\u8ba4\u77e5\uff0c\u76ee\u524d\u5728\u4e1a\u754c\u4e89\u8bae\u5f88\u5927\u3002<\/p>\n<p>\u800c\u4e14\u73b0\u5728\u7684\u5927\u6a21\u578b\u5bf9\u7269\u4f53\u7a7a\u95f4\u5173\u7cfb\u548c\u7269\u7406\u4e16\u754c\u89c4\u5f8b\u7684\u7406\u89e3\u8fd8\u6bd4\u8f83\u6709\u9650\uff0c\u5c31\u5982\u6211\u4eec\u770b\u5230 OpenAI Sora \u751f\u6210\u7684\u8fdd\u80cc\u5e38\u8bc6\u89c4\u5f8b\u7684\u89c6\u9891\u3002\u6240\u4ee5\uff0c\u8981\u60f3\u5b9e\u73b0\u5177\u8eab\u667a\u80fd\uff0c\u8fd8\u9700\u8981\u5728\u7a7a\u95f4\u7406\u89e3\u548c\u4e0e\u4e09\u7ef4\u4e16\u754c\u4e92\u52a8\u65b9\u9762\u53d6\u5f97\u7a81\u7834\u3002\u662f\u6cbf\u7740\u89c4\u6a21\u5b9a\u5f8b(scaling law) 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