{"id":1069800,"date":"2022-07-05T22:33:00","date_gmt":"2022-07-06T05:33:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1069800"},"modified":"2024-09-25T01:37:16","modified_gmt":"2024-09-25T08:37:16","slug":"yan-xia-chanjin-zheng","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/yan-xia-chanjin-zheng\/","title":{"rendered":"AI\u4e0e\u6559\u80b2\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u7a76\u7adf\u4ec0\u4e48\u662f\u6838\u5fc3\u95ee\u9898\uff1f"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1aAI+\u6559\u80b2\u662f\u8fd1\u5e74\u6765\u6559\u80b2\u884c\u4e1a\u4e43\u81f3\u6574\u4e2a\u793e\u4f1a\u90fd\u975e\u5e38\u5173\u6ce8\u7684\u70ed\u70b9\u8bdd\u9898\u3002\u76f8\u6bd4\u4e8e AI 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AI \u5e94\u7528\u5230\u6559\u80b2\u573a\u666f\u65f6\u79bb\u4e0d\u5f00\u8fd9\u4e2a\u94fe\u6761\u7684\u8981\u6c42\u548c\u7ba1\u63a7\u3002<\/p>\n\n\n\n<p>\u9664\u4e86\u7ba1\u7406\u5c42\uff0c\u6559\u80b2\u9886\u57df\u8fd8\u6709\u4e00\u6761\u91cd\u8981\u7684\u94fe\u6761\u53eb\u505a\u4f7f\u7528\u8005\u3002\u867d\u7136\u4f7f\u7528\u8005\u94fe\u6761\u53ef\u80fd\u4e0d\u4f1a\u50cf\u7ba1\u7406\u5c42\u7684\u90a3\u4e48\u957f\uff0c\u5229\u76ca\u65b9\u4e4b\u95f4\u7684\u7d27\u5bc6\u7a0b\u5ea6\u4e5f\u4e0d\u592a\u4e00\u6837\uff0c\u4f46\u8fd9\u4e2a\u94fe\u6761\u5305\u542b\u4e86\u6559\u5e08\u548c\u5b66\u751f\uff0c\u4ee5\u53ca\u9690\u5f62\u7684\u4f7f\u7528\u8005\u2014\u2014\u5bb6\u957f\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u6211\u8fd8\u60f3\u5f3a\u8c03\u4e00\u4e2a\u7279\u6b8a\u7684\u94fe\u6761\u2014\u2014\u5fae\u89c2\u6280\u672f\u6307\u5bfc\uff0c\u4e3b\u8981\u5305\u62ec\u4e86\u9886\u57df\u4e13\u5bb6\u3001\u6559\u7814\u5458\u3001\u9ad8\u7ea7\u6559\u5e08\u548c\u4e00\u7ebf\u6559\u5e08\u7b49\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u9886\u57df\u4e13\u5bb6\u6307\u7684\u662f\u9ad8\u6821\u4e2d\u5404\u7c7b\u9876\u5c16\u7684\u6559\u80b2\u5b66\u3001\u5fc3\u7406\u5b66\u7cfb\u6559\u6388\u548c\u4e13\u5bb6\u3002\u6559\u7814\u5458\u5219\u662f\u8d1f\u8d23\u8fde\u63a5\u7406\u8bba\u7814\u7a76\u548c\u4e00\u7ebf\u5b9e\u8df5\u7684\u5173\u952e\u6027\u4eba\u7269\uff0c\u9700\u8981\u628a\u9886\u57df\u4e13\u5bb6\u63d0\u51fa\u7684\u7406\u5ff5\u548c\u6559\u5b66\u5b9e\u9645\u60c5\u51b5\u76f8\u7ed3\u5408\uff0c\u5e76\u4f20\u8fbe\u7ed9\u9ad8\u7ea7\u6559\u5e08\u3002\u9ad8\u7ea7\u6559\u5e08\u4e0e\u4e00\u7ebf\u6559\u5e08\u4e4b\u95f4\u5219\u5982\u540c\u5e08\u5085\u548c\u5f92\u5f1f\uff0c\u9ad8\u7ea7\u6559\u5e08\u4f1a\u5c06\u6709\u6548\u5408\u7406\u7684\u6559\u5b66\u65b9\u6cd5\u63a8\u5e7f\u7ed9\u5404\u4f4d\u4e00\u7ebf\u6559\u5e08\u4eec\u3002<\/p>\n\n\n\n<p>\u7ec6\u89c2\u4ee5\u4e0a\u8fd9\u4e09\u4e2a\u94fe\u6761\u53ef\u4ee5\u53d1\u73b0\uff0c\u90e8\u5206\u4e3b\u4f53\u7684\u89d2\u8272\u662f\u591a\u5143\u4ea4\u7ec7\u7684\uff0c\u800c\u4e14\u6559\u5b66\u8fc7\u7a0b\u5f80\u5f80\u9700\u8981\u6d89\u53ca\u591a\u65b9\u4e3b\u4f53\u3002\u4ee5\u76d1\u7763\u4e3a\u4f8b\uff0c\u6559\u80b2\u9886\u57df\u7684\u76d1\u7763\u65e2\u5305\u62ec\u4e86\u56fd\u5bb6\u7684\u6cd5\u89c4\u9700\u6c42\u76d1\u7763\uff0c\u53c8\u5305\u542b\u4e86\u5fae\u89c2\u6280\u672f\u6307\u5bfc\uff08\u7763\u5bfc\uff09\u3002\u8fd9\u4e9b\u90fd\u5145\u5206\u5c55\u73b0\u4e86\u6559\u80b2\u9886\u57df\u590d\u6742\u7684\u591a\u65b9\u591a\u5c42\u5229\u76ca\u76f8\u5173\u65b9\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"542\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-2-1024x542.jpg\" alt=\"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662 AI \u8bed\u8a00\u5b66\u4e60\u9879\u76ee\u56e2\u961f\u8bbf\u95ee\u534e\u4e1c\u5e08\u8303\u5927\u5b66\uff08\u53f3\u56db\uff1a\u90d1\u8749\u91d1\uff0c\u53f3\u4e8c\uff1a\u590f\u708e\uff09\" class=\"wp-image-1070685\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-2-1024x542.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-2-300x159.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-2-768x407.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-2-240x127.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-2.jpg 1269w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662 AI \u8bed\u8a00\u5b66\u4e60\u9879\u76ee\u56e2\u961f\u8bbf\u95ee\u534e\u4e1c\u5e08\u8303\u5927\u5b66\uff08\u53f3\u56db\uff1a\u90d1\u8749\u91d1\uff0c\u53f3\u4e8c\uff1a\u590f\u708e\uff09<\/em><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u7b2c\u4e8c\u4e2a\u4e0d\u540c\u4e4b\u5904\u5c31\u662f\u6559\u80b2\u9886\u57df\u7f3a\u4e4f\u5927\u4e00\u7edf\u7684\u7406\u5ff5\u6307\u5bfc\u3002\u6b63\u5982\u521a\u521a\u590f\u708e\u6240\u8bf4\uff0c\u5176\u4ed6\u9886\u57df\u7684\u4efb\u52a1\u5f80\u5f80\u4f1a\u5bf9\u95ee\u9898\u6709\u4e00\u4e2a\u76f8\u5bf9\u6e05\u6670\u7684\u754c\u5b9a\uff0c\u5373 well-defined problem\u3002\u4f46\u5728\u6559\u80b2\u5fc3\u7406\u5b66\uff0c\u6211\u4eec\u5f88\u96be\u5bf9\u5168\u4eba\u53d1\u5c55\u548c\u57f9\u517b\u7ed9\u51fa\u4e00\u4e2a\u6e05\u695a\u7684\u95ee\u9898\u754c\u5b9a\u3002\u76ee\u524d\uff0c\u5728\u6559\u80b2\u548c\u5fc3\u7406\u5b66\u9886\u57df\u5b58\u5728\u7740\u5f62\u5f62\u8272\u8272\u3001\u591a\u79cd\u591a\u6837\u7684\u7406\u8bba\u601d\u60f3\uff0c\u4ec5\u7f8e\u56fd\u5fc3\u7406\u5b66\u4f1a\u65d7\u4e0b\u5c31\u670955\u4e2a\u5b50\u5206\u652f\uff0c\u7f8e\u56fd\u6559\u80b2\u7814\u7a76\u534f\u4f1a\u4e0b\u670912\u4e2a\u5b50\u5206\u652f\uff0c\u53ef\u4ee5\u60f3\u89c1\u7531\u6b64\u53e0\u52a0\u4f1a\u884d\u751f\u51fa\u591a\u5c11\u79cd\u4e0d\u540c\u7684\u89c6\u89d2\u3001\u89c2\u70b9\u548c\u7406\u8bba\u53bb\u770b\u5f85\u6559\u4e66\u80b2\u4eba\u7684\u95ee\u9898\u3002\u800c\u8fd9\u4e5f\u4f7f\u5f97 AI \u5e94\u7528\u5230\u6559\u80b2\u573a\u666f\u65f6\u9762\u4e34\u7740\u4e00\u4e2a\u56f0\u5883\uff1a\u5230\u5e95\u8981\u4f9d\u7167\u54ea\u4e2a\u7406\u8bba\u53bb\u8bbe\u8ba1\u6a21\u578b\uff1f\u56e0\u6b64\uff0cAI \u5728\u5e94\u7528\u5230\u6559\u80b2\u9886\u57df\u65f6\u5fc5\u987b\u7ec6\u81f4\u5730\u5e94\u5bf9\u6bcf\u4e00\u4e2a\u5177\u4f53\u7684\u6559\u80b2\u573a\u666f\u53bb\u505a\u72ec\u7279\u7684\u5f00\u53d1\u3002\u5c3d\u7ba1\u201c\u793e\u4f1a\u751f\u7269\u5b66\u201d\u5960\u57fa\u4eba Edward Wilson \u66fe\u63d0\u51fa\u7684\u77e5\u8bc6\u5927\u878d\u901a\u8fd9\u4e2a\u60f3\u6cd5\u5f88\u6fc0\u52a8\u4eba\u5fc3\uff0c\u4f46\u662f\u5728\u6559\u80b2\u9886\u57df\u662f\u5f88\u96be\u5b9e\u73b0\u7684\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e09\u4e2a\u4e0d\u540c\u4e4b\u5904\u662f\u5b66\u4e60\u662f\u201c\u53cd\u4eba\u6027\u201d\u7684\uff0c\u9700\u8981\u4eba\u5168\u529b\u4ed8\u51fa\uff0c\u5b66\u4e60\u7684\u573a\u666f\u66f4\u52a0\u590d\u6742\u3002\u5728\u6559\u80b2\u5fc3\u7406\u5b66\u91cc\u6709\u4e00\u4e2a\u6700\u8fd1\u53d1\u5c55\u533a\u7684\u6982\u5ff5\uff0c\u5b83\u7531 Lev Vygotsky\uff08\u7ef4\u679c\u65af\u57fa\uff09\u63d0\u51fa\uff0c\u6307\u7684\u662f\u5b66\u751f\u7684\u5b66\u4e60\u53d1\u5c55\u6709\u4e00\u4e2a\u53ef\u80fd\u7684\u53d1\u5c55\u6c34\u5e73\uff0c\u4f46\u5b66\u751f\u9700\u8981\u7a81\u7834\u73b0\u6709\u6c34\u5e73\uff0c\u901a\u8fc7\u52aa\u529b\u624d\u80fd\u8fbe\u5230\u3002\u90a3\u4e48\u5982\u4f55\u5c06\u8fd9\u4e2a\u7406\u8bba\u5e94\u7528\u5230 AI+\u6559\u80b2\u7684\u4ea7\u54c1\u4e2d\u5462\uff1f\u5176\u5b9e\u8fd9\u5c31\u662f\u6211\u4eec\u5e38\u8bf4\u7684\u81ea\u9002\u5e94\u5b66\u4e60\u7cfb\u7edf\u3002\u5728\u8fd9\u4e2a\u9886\u57df\u4e0b\u6700\u6210\u529f\u7684\u6848\u4f8b\u4e4b\u4e00\u5c31\u662f\u81ea\u9002\u5e94\u6d4b\u8bc4\uff0c\u5373\u6839\u636e\u5b66\u751f\u7684\u80fd\u529b\u4e3a\u5176\u63a8\u8350\u9898\u76ee\u3002\u8fd9\u4e2a\u6d4b\u8bc4\u7cfb\u7edf\u4e0d\u4f1a\u4e3a\u5b66\u751f\u63a8\u8350\u767e\u5206\u767e\u53ef\u4ee5\u7b54\u5bf9\u7684\u9898\u76ee\uff0c\u800c\u662f\u63a8\u8350\u5b66\u751f\u767e\u5206\u4e4b\u4e94\u5341\u53ef\u80fd\u4f1a\u7b54\u5bf9\u7684\u9898\u76ee\uff0c\u4ece\u800c\u53bb\u6fc0\u52b1\u5b66\u751f\u6316\u6398\u6f5c\u529b\u3002\u81ea\u9002\u5e94\u6d4b\u8bc4\u4e4b\u6240\u4ee5\u76f8\u5bf9\u4e8e\u5176\u4ed6\u7684\u6559\u80b2\u573a\u666f\u66f4\u6210\u529f\u4e00\u4e9b\u662f\u56e0\u4e3a\u5b83\u662f\u4e00\u4e2a well-defined problem\u3002\u4f46\u73b0\u5728 AI+\u6559\u80b2\u5374\u975e\u5e38\u4e0d\u540c\uff0c\u9762\u5bf9\u7684\u5b66\u4e60\u573a\u666f\u6bd4\u8003\u8bd5\u573a\u666f\u66f4\u52a0\u590d\u6742\uff0c\u4e5f\u66f4\u96be\u5c06\u6700\u8fd1\u53d1\u5c55\u533a\u8fd9\u4e9b\u6982\u5ff5\u5e94\u7528\u5230 AI 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AI \u5728\u6559\u80b2\u9886\u57df\u73b0\u5728\u9762\u4e34\u7684\u95ee\u9898\u5c31\u76f8\u5f53\u4e8e\u662f\u4e00\u4e2a\u591a\u91cd\u9650\u5236\u4e0b\u7684\u4f18\u5316\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\uff0c\u60a8\u521a\u521a\u63d0\u5230 AI+\u6559\u80b2\u4e0e\u5176\u4ed6\u884c\u4e1a\u4e00\u6837\u90fd\u79bb\u4e0d\u5f00\u9886\u57df\u4e13\u5bb6\u7684\u652f\u6301\uff0c\u4f46 AI+\u6559\u80b2\u6d89\u53ca\u5230\u591a\u65b9\u591a\u5c42\u7684\u5229\u76ca\u65b9\uff0c\u5e94\u7528\u573a\u666f\u4e5f\u4f1a\u66f4\u590d\u6742\u3002\u90a3\u4e48\uff0cAI+\u6559\u80b2\u4e0e\u5176\u4ed6\u884c\u4e1a\u76f8\u6bd4\uff0c\u6240\u9700\u8981\u7684\u4e13\u4e1a\u77e5\u8bc6\u4f1a\u5426\u66f4\u6df1\u5165\uff1f\u60a8\u8ba4\u4e3a AI \u4e0e\u6559\u80b2\u7ed3\u5408\u8981\u89e3\u51b3\u7684\u6700\u5173\u952e\u95ee\u9898\u662f\u4ec0\u4e48\u5462\uff1f<\/p>\n\n\n\n<p><strong>\u90d1\u8749\u91d1\uff1a<\/strong>\u9488\u5bf9\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u7684\u60f3\u6cd5\u662f 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https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-3-300x168.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-3-768x429.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/yan-xia-jinchan-zheng-3-240x134.png 240w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" \/><figcaption 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problem\u3002\u4f46\u5728\u6559\u80b2\u5fc3\u7406\u5b66\uff0c\u6211\u4eec\u5f88\u96be\u5bf9\u5168\u4eba\u53d1\u5c55\u548c\u57f9\u517b\u7ed9\u51fa\u4e00\u4e2a\u6e05\u695a\u7684\u95ee\u9898\u754c\u5b9a\u3002\u76ee\u524d\uff0c\u5728\u6559\u80b2\u548c\u5fc3\u7406\u5b66\u9886\u57df\u5b58\u5728\u7740\u5f62\u5f62\u8272\u8272\u3001\u591a\u79cd\u591a\u6837\u7684\u7406\u8bba\u601d\u60f3\uff0c\u4ec5\u7f8e\u56fd\u5fc3\u7406\u5b66\u4f1a\u65d7\u4e0b\u5c31\u670955\u4e2a\u5b50\u5206\u652f\uff0c\u7f8e\u56fd\u6559\u80b2\u7814\u7a76\u534f\u4f1a\u4e0b\u670912\u4e2a\u5b50\u5206\u652f\uff0c\u53ef\u4ee5\u60f3\u89c1\u7531\u6b64\u53e0\u52a0\u4f1a\u884d\u751f\u51fa\u591a\u5c11\u79cd\u4e0d\u540c\u7684\u89c6\u89d2\u3001\u89c2\u70b9\u548c\u7406\u8bba\u53bb\u770b\u5f85\u6559\u4e66\u80b2\u4eba\u7684\u95ee\u9898\u3002\u800c\u8fd9\u4e5f\u4f7f\u5f97 AI \u5e94\u7528\u5230\u6559\u80b2\u573a\u666f\u65f6\u9762\u4e34\u7740\u4e00\u4e2a\u56f0\u5883\uff1a\u5230\u5e95\u8981\u4f9d\u7167\u54ea\u4e2a\u7406\u8bba\u53bb\u8bbe\u8ba1\u6a21\u578b\uff1f\u56e0\u6b64\uff0cAI \u5728\u5e94\u7528\u5230\u6559\u80b2\u9886\u57df\u65f6\u5fc5\u987b\u7ec6\u81f4\u5730\u5e94\u5bf9\u6bcf\u4e00\u4e2a\u5177\u4f53\u7684\u6559\u80b2\u573a\u666f\u53bb\u505a\u72ec\u7279\u7684\u5f00\u53d1\u3002\u5c3d\u7ba1\u201c\u793e\u4f1a\u751f\u7269\u5b66\u201d\u5960\u57fa\u4eba Edward Wilson \u66fe\u63d0\u51fa\u7684\u77e5\u8bc6\u5927\u878d\u901a\u8fd9\u4e2a\u60f3\u6cd5\u5f88\u6fc0\u52a8\u4eba\u5fc3\uff0c\u4f46\u662f\u5728\u6559\u80b2\u9886\u57df\u662f\u5f88\u96be\u5b9e\u73b0\u7684\u3002 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