{"id":1060395,"date":"2021-12-13T22:50:00","date_gmt":"2021-12-14T06:50:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1060395"},"modified":"2024-09-25T00:57:29","modified_gmt":"2024-09-25T07:57:29","slug":"msr-asia-theory-center","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/msr-asia-theory-center\/","title":{"rendered":"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6210\u7acb\u7406\u8bba\u4e2d\u5fc3\uff0c\u4ee5\u7406\u8bba\u7814\u7a76\u6253\u7834AI\u53d1\u5c55\u74f6\u9888"},"content":{"rendered":"\n<p>12\u670811\u65e5\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3e\u529e\u4e862021\u7406\u8bba\u5b66\u672f\u7814\u8ba8\u4f1a\uff0c\u6765\u81ea\u5b66\u672f\u754c\u548c\u4ea7\u4e1a\u754c\u7684\u7406\u8bba\u7814\u7a76\u4e13\u5bb6\u9f50\u805a\u4e00\u5802\uff0c\u5206\u4eab\u4e86\u6700\u65b0\u7684\u7814\u7a76\u6210\u679c\u3002\u7814\u8ba8\u4f1a\u4e0a\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5ba3\u5e03\u6210\u7acb\u7406\u8bba\u4e2d\u5fc3\uff0c\u901a\u8fc7\u642d\u5efa\u56fd\u9645\u5b66\u672f\u4ea4\u6d41\u4e0e\u5408\u4f5c\u67a2\u7ebd\uff0c\u4fc3\u8fdb\u7406\u8bba\u7814\u7a76\u4e0e\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5728\u63a8\u52a8\u7406\u8bba\u7814\u7a76\u8fdb\u6b65\u7684\u540c\u65f6\uff0c\u52a0\u5f3a\u8de8\u5b66\u79d1\u7814\u7a76\u5408\u4f5c\uff0c\u52a9\u529b\u6253\u7834 AI \u53d1\u5c55\u74f6\u9888\uff0c\u5b9e\u73b0\u8ba1\u7b97\u673a\u6280\u672f\u8de8\u8d8a\u5f0f\u53d1\u5c55\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-1-1024x683.jpg\" alt=\"group photo\" class=\"wp-image-1060398\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-1-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-1-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-1-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-1-1536x1024.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-1-2048x1366.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-1-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7406\u8bba\u4e2d\u5fc3\u6210\u7acb\u4eea\u5f0f<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u7406\u8bba\u4e2d\u5fc3\u7531\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u9648\u536b\u535a\u58eb\u62c5\u4efb\u4e3b\u4efb\u3001\u9ad8\u7ea7\u7814\u7a76\u5458\u9648\u8587\u535a\u58eb\u62c5\u4efb\u8054\u5408\u4e3b\u4efb\u3002\u4e2d\u5fc3\u6210\u7acb\u4e86\u987e\u95ee\u59d4\u5458\u4f1a\uff0c\u6210\u5458\u5305\u62ec\uff08\u6309\u59d3\u6c0f\u5b57\u6bcd\u987a\u5e8f\uff09\uff1a\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\u3001\u6b27\u6d32\u79d1\u5b66\u9662\u9662\u58eb\u9093\u5c0f\u94c1\u535a\u58eb\uff0c\u54c8\u4f5b\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u6208\u767b\u00b7\u9ea6\u51ef\u8bb2\u5e2d\u6559\u6388\u3001\u5fae\u8f6f\u6770\u51fa\u9996\u5e2d\u79d1\u5b66\u5bb6 Cynthia Dwork \u535a\u58eb\uff0c\u5eb7\u5948\u5c14\u5927\u5b66\u6559\u6388\u3001\u56fe\u7075\u5956\u5f97\u4e3b John Hopcroft \u535a\u58eb\uff0c\u725b\u6d25\u5927\u5b66\u6570\u5b66\u7cfb\u6559\u6388\u3001\u82f1\u56fd\u7687\u5bb6\u5b66\u4f1a\u9662\u58eb Terry Lyons \u535a\u58eb\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u9662\u58eb\u3001\u6570\u5b66\u5bb6\u9a6c\u5fd7\u660e\u535a\u58eb\uff0c\u5357\u52a0\u5dde\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u6559\u6388\u3001\u54e5\u5fb7\u5c14\u5956\u5f97\u4e3b\u6ed5\u5c1a\u534e\u535a\u58eb\u7b49\uff0c\u4ed6\u4eec\u5c06\u4e3a\u7406\u8bba\u4e2d\u5fc3\u7684\u53d1\u5c55\u65b9\u5411\u63d0\u4f9b\u5efa\u8bae\uff0c\u4e3a\u76f8\u5173\u9879\u76ee\u548c\u7814\u8ba8\u6d3b\u52a8\u63d0\u4f9b\u652f\u6301\uff0c\u5e76\u5bf9\u7406\u8bba\u4e2d\u5fc3\u7684\u79d1\u7814\u8fdb\u5c55\u8fdb\u884c\u8bc4\u4f30\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-2-1024x683.jpg\" alt=\"John Hopcroft et al. posing for a photo\" class=\"wp-image-1060401\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-2-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-2-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-2-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-2-1536x1024.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-2-2048x1366.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-2-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>\u4e3a\u7406\u8bba\u4e2d\u5fc3\u987e\u95ee\u59d4\u5458\u4f1a\u9881\u53d1\u8058\u4e66\uff08\u4ece\u5de6\u81f3\u53f3\uff1a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5b66\u672f\u5408\u4f5c\u603b\u76d1\u9a6c\u6b46\uff0c\u526f\u9662\u957f\u5218\u94c1\u5ca9\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u9662\u58eb\u3001\u6570\u5b66\u5bb6\u9a6c\u5fd7\u660e\uff0c\u5eb7\u5948\u5c14\u5927\u5b66\u6559\u6388\u3001\u56fe\u7075\u5956\u5f97\u4e3b John Hopcroft\uff0c\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\u3001\u6b27\u6d32\u79d1\u5b66\u9662\u9662\u58eb\u9093\u5c0f\u94c1\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u9648\u8587\uff0c\u8d44\u6df1\u5b66\u672f\u5408\u4f5c\u7ecf\u7406\u5b59\u4e3d\u541b\uff0c\u9ad8\u7ea7\u7814\u7a76\u5458\u9648\u536b\uff09<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9662\u957f\u5468\u793c\u680b\u535a\u58eb\u8868\u793a\uff1a\u201c\u7406\u8bba\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u57fa\u7840\uff0c\u4e5f\u662f\u8ba1\u7b97\u673a\u6280\u672f\u53d1\u5c55\u7684\u52a8\u529b\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e00\u76f4\u81f4\u529b\u4e8e\u8425\u9020\u591a\u5143\u4e0e\u5305\u5bb9\u7684\u79d1\u7814\u73af\u5883\uff0c\u4e0d\u65ad\u4ea7\u51fa\u7531\u597d\u5947\u5fc3\u9a71\u52a8\u4e14\u5177\u6709\u957f\u8fdc\u610f\u4e49\u548c\u91cd\u5927\u5f71\u54cd\u529b\u7684\u521b\u65b0\u6210\u679c\u3002\u5e0c\u671b\u7406\u8bba\u4e2d\u5fc3\u7684\u6210\u7acb\u53ef\u4ee5\u4e3a\u7814\u7a76\u9662\u5728\u89e3\u51b3\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u57fa\u7840\u95ee\u9898\u7684\u8fc7\u7a0b\u4e2d\u521b\u5efa\u7406\u8bba\u6838\u5fc3\uff0c\u5021\u5bfc\u79d1\u5b66\u7814\u7a76\u80cc\u540e\u7684\u539f\u5219\u6027\u601d\u8003\uff0c\u52a0\u5f3a\u4e0e\u56fd\u9645\u7406\u8bba\u754c\u7684\u5e7f\u6cdb\u8054\u7cfb\u3002\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"663\" height=\"426\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-3.png\" alt=\"Lidong Zhou\" class=\"wp-image-1060404\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-3.png 663w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-3-300x193.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-3-240x154.png 240w\" sizes=\"auto, (max-width: 663px) 100vw, 663px\" \/><figcaption class=\"wp-element-caption\"><em>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9662\u957f\u5468\u793c\u680b<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u5f53\u524d\uff0c\u7531\u5927\u6570\u636e\u548c\u7ecf\u9a8c\u9a8c\u8bc1\u9a71\u52a8\u7684\u6df1\u5ea6\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u7b49\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6b63\u9762\u4e34\u53d1\u5c55\u74f6\u9888\u3002\u4f9d\u9760\u5927\u89c4\u6a21\u6570\u636e\u3001\u5927\u7b97\u529b\u8bad\u7ec3\u51fa\u7684\u8d85\u5927\u6a21\u578b\uff0c\u867d\u7136\u5728\u4e00\u4e9b\u9886\u57df\u5df2\u7ecf\u6bd4\u80a9\u751a\u81f3\u8d85\u8d8a\u4eba\u7c7b\uff0c\u4f46\u662f\u8fd9\u79cd\u65b9\u5f0f\u5bb9\u6613\u8ba9\u7814\u7a76\u4eba\u5458\u8fdb\u5165\u601d\u60f3\u8bef\u533a\uff0c\u8ba4\u4e3a\u53ea\u8981\u6709\u8db3\u591f\u7684\u6570\u636e\u548c\u7b97\u529b\u652f\u6301\u5c31\u53ef\u4ee5\u4ea7\u751f\u7a81\u7834\u6027\u6210\u679c\uff0c\u5374\u5ffd\u7565\u4e86\u7b97\u6cd5\u548c\u7406\u8bba\u7684\u652f\u6491\uff0c \u4f7f\u5f97\u6df1\u5ea6\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u5728\u9c81\u68d2\u6027\u3001\u53ef\u9760\u6027\u3001\u53ef\u89e3\u91ca\u6027\u548c\u516c\u5e73\u6027\u7b49\u8bf8\u591a\u65b9\u9762\u9047\u5230\u6311\u6218\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5728\u72ed\u4e49\u7684\u7406\u8bba\u8ba1\u7b97\u673a\u79d1\u5b66\u9886\u57df\uff0c\u7814\u7a76\u8005\u5982\u679c\u53ea\u4e13\u6ce8\u4e8e\u66f4\u7cbe\u5de7\u7684\u7b97\u6cd5\u7406\u8bba\u7814\u7a76\uff0c\u8131\u79bb\u4e86\u5b9e\u9645\u5e94\u7528\uff0c\u4f1a\u5bfc\u81f4\u7406\u8bba\u7814\u7a76\u7684\u8303\u56f4\u53d8\u5f97\u72ed\u7a84\uff0c\u5bf9\u5916\u754c\u7684\u5f71\u54cd\u529b\u53d8\u5c0f\uff0c\u4e0d\u7b26\u5408\u7406\u8bba\u7814\u7a76\u5e94\u8be5\u652f\u6301\u8ba1\u7b97\u673a\u79d1\u5b66\u6240\u6709\u9886\u57df\u7684\u521d\u8877\u3002<\/p>\n\n\n\n<p>\u5eb7\u5948\u5c14\u5927\u5b66\u6559\u6388\u3001\u56fe\u7075\u5956\u5f97\u4e3b John Hopcroft \u535a\u58eb\u8868\u793a\uff0c\u201c\u4eba\u5de5\u667a\u80fd\u8fd1\u5e74\u6765\u56e0\u4e3a\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u4e0d\u65ad\u7a81\u7834\uff0c\u5728\u8de8\u884c\u4e1a\u3001\u8de8\u5b66\u79d1\u5e94\u7528\u4e2d\u53d6\u5f97\u4e86\u5f88\u5927\u7684\u6210\u529f\uff0c\u4f46\u662f\u6211\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u8ba4\u8bc6\uff0c\u8fd8\u6709\u6210\u767e\u4e0a\u5343\u7684\u95ee\u9898\u8981\u7814\u7a76\u3002\u4ee5\u8bad\u7ec3 AI \u7cfb\u7edf\u4e3a\u4f8b\uff0c\u5fc5\u987b\u8981\u4e86\u89e3\u9700\u8981\u591a\u5c11\u6570\u636e\u548c\u5982\u4f55\u53bb\u505a\u624d\u80fd\u66f4\u7b26\u5408\u4e3b\u9898\u3001\u66f4\u9ad8\u6548\uff0c\u4e0d\u8fc7\u5f88\u9057\u61be\u7684\u662f\uff0c\u622a\u81f3\u76ee\u524d\uff0c\u5bf9\u4e8e\u8fd9\u4ef6\u4e8b\u6211\u4eec\u8fd8\u6ca1\u6709\u592a\u591a\u7684\u7406\u8bba\u652f\u6491\u3002\u6240\u4ee5\u672a\u6765\uff0c\u6211\u4eec\u5fc5\u987b\u8981\u53d1\u5c55\u76f8\u5173\u7684\u7406\u8bba\u7814\u7a76\u3002\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-4-1024x683.jpg\" alt=\"John Hopcroft standing on a stage\" class=\"wp-image-1060407\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-4-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-4-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-4-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-4-1536x1024.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-4-2048x1366.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-4-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>\u5eb7\u5948\u5c14\u5927\u5b66\u6559\u6388\u3001\u56fe\u7075\u5956\u5f97\u4e3b John Hopcroft<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u4e3a\u5e94\u5bf9\u8fd9\u4e9b\u65b0\u95ee\u9898\u3001\u65b0\u6311\u6218\uff0c\u7814\u7a76\u4eba\u5458\u9700\u8981\u91cd\u65b0\u5ba1\u89c6\u79d1\u5b66\u7814\u7a76\u7684\u65b9\u5f0f\u3002\u65e2\u8981\u52a0\u5f3a\u6570\u5b66\u7406\u8bba\u57fa\u7840\u652f\u6491\uff0c\u589e\u5f3a\u4eba\u5de5\u667a\u80fd\u7684\u53ef\u89e3\u91ca\u6027\uff0c\u4e5f\u8981\u62d3\u5bbd\u8ba1\u7b97\u673a\u79d1\u5b66\u7406\u8bba\u7684\u7814\u7a76\u8303\u56f4\uff0c\u901a\u8fc7\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u7269\u7406\u3001\u751f\u7269\u3001\u73af\u5883\u7b49\u5b66\u79d1\u7684\u4ea4\u53c9\u878d\u5408\uff0c\u4ea7\u751f\u65b0\u7684\u7406\u8bba\u95ee\u9898\uff0c\u5e76\u4e14\u63d0\u5347\u7406\u8bba\u7814\u7a76\u7684\u901a\u7528\u6027\u548c\u5f71\u54cd\u529b\u3002<\/p>\n\n\n\n<p>\u201c\u4eba\u5de5\u667a\u80fd\u3001\u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u7684\u53d1\u5c55\uff0c\u7ed9\u6570\u5b66\u5e26\u6765\u4e86\u66f4\u591a\u7684\u53ef\u80fd\u6027\u3002\u540c\u65f6\u4eba\u5de5\u667a\u80fd\u4e5f\u8d8a\u6765\u8d8a\u9700\u8981\u5e94\u7528\u6570\u5b66\uff0c\u505a\u7b97\u6cd5\u8981\u7406\u89e3\u7b97\u6cd5\u80cc\u540e\u7684\u6570\u5b66\u673a\u7406\uff0c\u8fd9\u6837\u624d\u6709\u673a\u4f1a\u4ea7\u751f\u98a0\u8986\u6027\u7684\u521b\u65b0\u601d\u7ef4\u3002\u201d\u4e2d\u56fd\u79d1\u5b66\u9662\u9662\u58eb\u3001\u6570\u5b66\u5bb6\u9a6c\u5fd7\u660e\u535a\u58eb\u8868\u793a\uff0c\u201c\u5e0c\u671b\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7406\u8bba\u4e2d\u5fc3\u7684\u6210\u7acb\u80fd\u66f4\u597d\u5730\u63a8\u52a8\u7406\u8bba\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u6570\u5b66\u878d\u5408\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u6784\u5efa\u575a\u5b9e\u7684\u6570\u7406\u57fa\u7840\uff0c\u8ba9\u6570\u5b66\u66f4\u52a0\u5f3a\u6709\u529b\u5730\u4fc3\u8fdb\u8ba1\u7b97\u673a\u6280\u672f\u7684\u53d1\u5c55\uff0c\u540c\u65f6\u4e5f\u8ba9\u8ba1\u7b97\u673a\u6280\u672f\u6709\u66f4\u591a\u673a\u4f1a\u4fc3\u8fdb\u7406\u8bba\u7814\u7a76\u7684\u53d1\u5c55\u3002\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-5-1024x683.jpg\" alt=\"a man standing in front of a stage\" class=\"wp-image-1060410\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-5-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-5-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-5-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-5-1536x1024.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-5-2048x1365.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/07\/msra-theory-center-5-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption 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AI \u53d1\u5c55\u74f6\u9888\uff0c\u5b9e\u73b0\u8ba1\u7b97\u673a\u6280\u672f\u8de8\u8d8a\u5f0f\u53d1\u5c55\u3002 \u7406\u8bba\u4e2d\u5fc3\u7531\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u9648\u536b\u535a\u58eb\u62c5\u4efb\u4e3b\u4efb\u3001\u9ad8\u7ea7\u7814\u7a76\u5458\u9648\u8587\u535a\u58eb\u62c5\u4efb\u8054\u5408\u4e3b\u4efb\u3002\u4e2d\u5fc3\u6210\u7acb\u4e86\u987e\u95ee\u59d4\u5458\u4f1a\uff0c\u6210\u5458\u5305\u62ec\uff08\u6309\u59d3\u6c0f\u5b57\u6bcd\u987a\u5e8f\uff09\uff1a\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\u3001\u6b27\u6d32\u79d1\u5b66\u9662\u9662\u58eb\u9093\u5c0f\u94c1\u535a\u58eb\uff0c\u54c8\u4f5b\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u6208\u767b\u00b7\u9ea6\u51ef\u8bb2\u5e2d\u6559\u6388\u3001\u5fae\u8f6f\u6770\u51fa\u9996\u5e2d\u79d1\u5b66\u5bb6 Cynthia Dwork \u535a\u58eb\uff0c\u5eb7\u5948\u5c14\u5927\u5b66\u6559\u6388\u3001\u56fe\u7075\u5956\u5f97\u4e3b John Hopcroft 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