{"id":56384,"date":"2025-02-27T21:42:54","date_gmt":"2025-02-27T13:42:54","guid":{"rendered":"https:\/\/swarma.org\/?p=56384"},"modified":"2025-02-27T21:42:54","modified_gmt":"2025-02-27T13:42:54","slug":"%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%9a%84%e7%89%a9%e7%90%86%e5%ad%a6%ef%bc%9a%e5%a6%82%e4%bd%95%e7%94%a8%e7%89%a9%e7%90%86%e5%ad%a6%e7%90%86%e8%a7%a3%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=56384","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u7684\u7269\u7406\u5b66\uff1a\u5982\u4f55\u7528\u7269\u7406\u5b66\u7406\u89e3\u6df1\u5ea6\u5b66\u4e60\uff1f\uff5c\u5468\u65e5\u76f4\u64ad\u00b7\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u8bfb\u4e66\u4f1a"},"content":{"rendered":"<div class='wxsyncmain'>\n<section style=\"margin-bottom: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px\" data-mpa-powered-by=\"yiban.io\">\n<section style=\"width: 661px;vertical-align: top\">\n<section>\n<p style=\"text-align: center\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-backh=\"325\" data-backw=\"578\" data-imgfileid=\"100225436\" data-ratio=\"0.562962962962963\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1080\" style=\"width: 100%;height: auto\" src=\"\/wp-content\/uploads\/2025\/03\/wxsync-2025-03-955ceeb12a8c499e35f186151508db63.jpeg\" \/><\/p>\n<\/section>\n<section style=\"margin-top: 10px;letter-spacing: 0.544px\">\n<section style=\"width: 661px\">\n<section style=\"padding-right: 3px;float: left;line-height: 1\">\n<section style=\"text-align: left\">\n<section style=\"padding-left: 10px;width: auto;vertical-align: top;min-width: 10%;height: auto;line-height: 0\">\n<section>\n<section style=\"width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><\/section>\n<\/section>\n<section>\n<section style=\"text-align: justify;font-size: 16px;line-height: 1.5\">\n<p><strong>\u5bfc\u8bed<\/strong><\/p>\n<\/section>\n<\/section>\n<section>\n<section style=\"width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 4px;padding-left: 4px;clear: right;min-height: 4.5em !important\">\n<section style=\"margin-top: 5px;margin-bottom: 5px\">\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"font-size: 13px;letter-spacing: 0.544px\"><strong><span style=\"letter-spacing: 0.544px\">\u4ece\u5bf9\u79f0\u6027\u5230\u6da8\u843d\u8017\u6563\u5b9a\u7406\uff0c\u7269\u7406\u5b66\u7684\u57fa\u672c\u6982\u5ff5\u548c\u89c4\u5f8b\u5982\u4f55\u5e2e\u52a9\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff1f\u672c\u5468\u65e5\u4e0a\u5348\u7684\u300c\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u300d\u8bfb\u4e66\u4f1a\u9080\u8bf7\u5230\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u548c NTT Research 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15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"font-size: 13px;letter-spacing: 0.544px\"><br \/><\/span><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"font-size: 13px;letter-spacing: 0.544px\">\u4e3a\u4e86\u63a2\u8ba8\u7edf\u8ba1\u7269\u7406\u5b66\u7684\u524d\u6cbf\u8fdb\u5c55\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u897f\u6e56\u5927\u5b66\u7406\u5b66\u9662\u53ca\u4ea4\u53c9\u79d1\u5b66\u4e2d\u5fc3\u8bb2\u5e2d\u6559\u6388\u6c64\u96f7\u7ff0\u3001\u7ebd\u7ea6\u5dde\u7acb\u5927\u5b66\u77f3\u6eaa\u5206\u6821\u5316\u5b66\u548c\u7269\u7406\u5b66\u7cfb\u6559\u6388\u6c6a\u52b2\u3001\u5fb7\u7d2f\u65af\u987f\u7cfb\u7edf\u751f\u7269\u5b66\u4e2d\u5fc3\u535a\u58eb\u540e\u7814\u7a76\u5458\u6881\u5e08\u7fce\u3001\u9999\u6e2f\u6d78\u4f1a\u5927\u5b66\u7269\u7406\u7cfb\u52a9\u7406\u6559\u6388\u5510\u4e7e\u5143\uff0c\u4ee5\u53ca\u591a\u4f4d\u56fd\u5185\u5916\u77e5\u540d\u5b66\u8005\u5171\u540c\u53d1\u8d77<a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247701534&amp;idx=1&amp;sn=1552ccfac1d13baff75abd3af7654a52&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300c\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u8bfb\u4e66\u4f1a\u4ece12\u670812\u65e5\u5f00\u59cb\uff0c\u8ba1\u5212\u6bcf\u5468\u56db\u665a20:00-22:00\u8fdb\u884c\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba112\uff5e15\u5468\u3002\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u4e00\u8d77\u8ba8\u8bba\u4ea4\u6d41\uff01<\/span><\/strong><\/section>\n<section class=\"channels_iframe_wrp\"><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin-top: 5px;margin-bottom: 5px\">\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin-top: 5px;margin-bottom: 5px\">\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin-top: 5px;margin-bottom: 5px\">\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin-top: 5px;margin-bottom: 5px\">\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin-top: 5px;margin-bottom: 5px\">\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;text-align: right\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin-top: 5px;margin-bottom: 5px\">\n<section style=\"padding-right: 8px;padding-left: 8px;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"letter-spacing: 0.544px\"><strong><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-top: 10px\">\n<section style=\"width: 661px\">\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px;text-align: center\">\n<section style=\"vertical-align: middle;line-height: 0\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098753\" data-imgfileid=\"100221043\" data-ratio=\"0.07314814814814814\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 677px !important;height: auto !important\" src=\"\" \/><\/section>\n<\/section>\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px;text-align: center\">\n<section style=\"vertical-align: middle;line-height: 0\"><\/section>\n<\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages wxw-img\" data-backh=\"999\" data-backw=\"562\" data-height=\"1919\" data-imgfileid=\"100225433\" data-ratio=\"1.776851851851852\" data-type=\"png\" data-w=\"1080\" data-width=\"1080\" style=\"letter-spacing: 0.578px;width: 100%;height: auto\" src=\"\/wp-content\/uploads\/2025\/03\/wxsync-2025-03-39a9999f6e2d3c1bc74c6cd16cb82d19.png\" \/><\/section>\n<p style=\"text-align: center\"><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\">\u5185\u5bb9\u7b80\u4ecb<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5bf9\u79f0\u6027\u548c\u566a\u58f0\u662f\u7269\u7406\u5b66\u4e2d\u7684\u4e24\u4e2a\u57fa\u672c\u6982\u5ff5\uff0c\u6709\u8da3\u7684\u662f\uff0c\u5b83\u4eec\u5728\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e2d\u4e5f\u626e\u6f14\u7740\u81f3\u5173\u91cd\u8981\u7684\u89d2\u8272\u3002\u5728\u672c\u6b21\u8bfb\u4e66\u4f1a\u4e0a\uff0c\u6211\u5c06\u4ee5\u6211\u4eec\u6700\u8fd1\u7684\u5de5\u4f5c\u4e3a\u4f8b\u5b50\uff0c\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u8fd9\u4e24\u4e2a\u7269\u7406\u5b66\u7684\u6982\u5ff5\u6765\u7406\u89e3\uff08\u548c\u6539\u8fdb\uff09\u73b0\u4ee3\u795e\u7ecf\u7f51\u7edc\u3002\u672c\u6b21\u7814\u8ba8\u4f1a\u7684\u4e3b\u65e8\u53ef\u4ee5\u5206\u4e3a\u4e24\u90e8\u5206\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u7b2c\u4e00\u90e8\u5206<\/strong>\u8ba8\u8bba\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570\u5bf9\u79f0\u6027\u5982\u4f55\u51b3\u5b9a\u5176\u5b66\u4e60\u52a8\u529b\u5b66\u548c\u6700\u7ec8\u7684\u5b66\u4e60\u7ed3\u679c\u3002\u6211\u4eec\u8bc1\u660e\uff0c\u53c2\u6570\u5bf9\u79f0\u6027\u4f1a\u4ea7\u751f\u4e00\u79cd\u7b80\u5316\u504f\u5411 (simplicity bias)\uff0c\u4f7f\u5f97\u5b66\u4e60\u7b97\u6cd5\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u66f4\u503e\u5411\u4e8e\u9009\u62e9\u590d\u6742\u5ea6\u4e0d\u9ad8\u7684\u89e3\u3002<strong>\u7b2c\u4e8c\u90e8\u5206<\/strong>\u8ba8\u8bba\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u566a\u58f0\u8fd9\u4e00\u5173\u952e\u56e0\u7d20\u5982\u4f55\u4fc3\u4f7f\u6709\u610f\u4e49\u7684\u795e\u7ecf\u8868\u5f81\u7684\u51fa\u73b0\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5728\u6574\u4e2a\u8bfb\u4e66\u4f1a\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4f1a\u907f\u5f00\u6280\u672f\u6027\u7684\u95ee\u9898\uff0c\u628a\u91cd\u70b9\u653e\u5728\u9610\u91ca\u6df1\u5ea6\u5b66\u4e60\u4e0e\u7269\u7406\u5b66\u4e2d\u7684\u6838\u5fc3\u673a\u5236\uff08\u4f8b\u5982\u76f8\u53d8\u548c\u6da8\u843d\u8017\u6563\u5b9a\u7406\uff09\u4e4b\u95f4\u7684\u8054\u7cfb\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\">\u5185\u5bb9\u5927\u7eb2<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 8px\"><span style=\"font-size: 15px\">&nbsp;<\/span><\/section>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc\">\n<li>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u4eba\u5de5\u667a\u80fd\u7684\u7269\u7406\u5b66\uff1f<\/span><\/section>\n<\/li>\n<li>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u6df1\u5ea6\u5b66\u4e60\u7684\u7b80\u5316\u504f\u5411 (simplicity bias)<\/span><\/section>\n<\/li>\n<\/ul>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;margin-left: 16px;margin-right: 16px\">\n<li>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u5bf9\u79f0\u6027 + \u6b63\u5219\u9879 = \u6709\u7ea6\u675f\u7684\u4f18\u5316\uff1f<\/span><\/section>\n<\/li>\n<li>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u5bf9\u79f0\u6027 + \u566a\u97f3 = \u795e\u7ecf\u7f51\u7edc\u7684\u666e\u9002\u89e3 (universal solution)\uff1f<\/span><\/section>\n<\/li>\n<li>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u566a\u97f3 + \u6b63\u5219\u9879 = \u7d27\u51d1\u4e14\u6709\u610f\u4e49\u7684\u8868\u5f81\uff1f<\/span><\/section>\n<\/li>\n<\/ul>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc\">\n<li>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u5982\u4f55\u7528\u7269\u7406\u5b66\u7406\u89e3\u6df1\u5ea6\u5b66\u4e60\uff1f<\/span><\/section>\n<\/li>\n<\/ul>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><\/p>\n<h2 style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 0px\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\">\u5706\u684c\u8ba8\u8bba\u95ee\u9898<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 8px\"><span style=\"font-size: 15px\"><strong>\u5173\u4e8e Physics of AI \u4ee5\u53ca Physics for AI\uff1a<\/strong><\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u7406\u8bba\u7269\u7406\u5bf9\u7814\u7a76\u795e\u7ecf\u7f51\u7edc\u771f\u7684\u6709\u7528\u4e48\uff1f<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u70ed\u529b\u5b66\u8fc7\u7a0b\u5bf9\u8ba1\u7b97\u8fc7\u7a0b\u6709\u4ec0\u4e48\u542f\u53d1\uff1f<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u7edf\u8ba1\u7269\u7406\u4e0e\u6982\u7387\u3001\u7edf\u8ba1\u7b49\u9886\u57df\u53d1\u5c55\u5bc6\u4e0d\u53ef\u5206\uff0c\u7269\u7406\u95ee\u9898\u5982\u4f55\u542f\u53d1\u673a\u5668\u5b66\u4e60\u7814\u7a76\uff1f<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u8ba1\u7b97\u8fc7\u7a0b\u662f\u5426\u4f9d\u8d56\u4e8e\u7269\u7406\u76f4\u89c9\uff1f\u662f\u5426\u53ef\u4ee5\u5148\u5b9a\u4e49\u8ba1\u7b97\u8fc7\u7a0b\uff0c\u518d\u5bfb\u627e\u7269\u7406\u76f4\u89c9\uff1f\u6216\u8005\u8bf4\u7269\u7406\u76f4\u89c9\u662f\u5426\u662f\u5fc5\u8981\u7684\uff1f<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u662f\u5426\u5982\u76f2\u4eba\u6478\u8c61\uff0c\u6a21\u578b\u7684\u4e0d\u540c\u4fa7\u9762\u4f1a\u8868\u73b0\u51fa\u4e0d\u540c\u7684\u884c\u4e3a\u548c\u4e0d\u540c\u201c\u7269\u7406\u201d\u89c4\u5f8b\uff0c\u8fd8\u662f\u8bf4\u6211\u4eec\u5e94\u8be5\u671f\u5f85\u5b58\u5728\u4e00\u4e2a\u201c\u5927\u4e00\u7edf\u201d\u7684\u7406\u8bba\uff1f<\/span><\/p>\n<\/li>\n<li>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 16px\"><span style=\"font-size: 15px\">\u7269\u7406\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u542f\u53d1\u4e0d\u6b62\u662f\u6280\u672f\u4e0a\u7684\uff0c\u4e5f\u53ef\u80fd\u662f\u65b9\u6cd5\u8bba\u4e0a\u751a\u81f3\u54f2\u5b66\u4e0a\u7684\u5417\uff1f<\/span><\/section>\n<\/li>\n<\/ul>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 8px\"><span style=\"font-size: 15px\"><strong>\u5173\u4e8e\u795e\u7ecf\u7f51\u7edc\u3001\u5927\u6a21\u578b\u4e0eAI\uff1a<\/strong><\/span><\/p>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: disc;margin-left: 8px;margin-right: 8px\">\n<li>\n<p style=\"line-height: 1.75em;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u795e\u7ecf\u7f51\u7edc\u662f\u53ef\u538b\u7f29\u7684\u4e48\uff1f<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u201c\u7406\u89e3\u201d\u5982\u4f55\u5b9a\u4e49\uff1f\u80fd\u9884\u6d4b\u4e3a\u5565\u8fd8\u9700\u8981\u7406\u89e3\uff1f<\/span><\/p>\n<\/li>\n<li>\n<p style=\"line-height: 1.75em;margin-bottom: 8px\"><span style=\"font-size: 15px\">\u5927\u6a21\u578b\u771f\u7684\u4f1a\u601d\u8003\u4e48\uff1f<\/span><\/p>\n<\/li>\n<li>\n<section style=\"line-height: 1.75em\"><span style=\"font-size: 15px\">\u8ba1\u7b97\u672c\u8eab\u662f\u5426\u6709\u4e0d\u53ef\u514b\u670d\u7684\u77db\u76fe\uff1f<\/span><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-bottom: 0px\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin-bottom: 0px\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\">\u4e3b\u8bb2\u4eba<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"316\" data-backw=\"562\" data-height=\"1080\" data-imgfileid=\"100225427\" data-ratio=\"0.562962962962963\" data-type=\"png\" data-w=\"1080\" data-width=\"1919\" style=\"width: 100%;height: auto\" src=\"\/wp-content\/uploads\/2025\/03\/wxsync-2025-03-b7c6a0876b9c3b24f3fe878d09cad22d.png\" \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u5218\u5b50\u5bc5<\/strong>\uff0cMIT \u548c NTT Research \u535a\u58eb\u540e\u7814\u7a76\u5458\uff0c\u5728 MIT \u4e3b\u8981\u4e0e\u7269\u7406\u7cfb\u7684 Isaac Chuang\uff0c\u4e0e\u8111\u79d1\u5b66\u7cfb\u7684 Tomaso Poggio \u5408\u4f5c\u3002\u5728\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u83b7\u5f97\u7269\u7406\u5b66\u4e0e\u6570\u5b66\u5b66\u58eb\u5b66\u4f4d\uff0c\u5728\u4e1c\u4eac\u5927\u5b66\u83b7\u5f97\u7269\u7406\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u5bfc\u5e08\u662f Masahito Ueda\u3002\u7814\u7a76\u5174\u8da3\u662f\u6df1\u5ea6\u5b66\u4e60\u548c\u751f\u7269\u5b66\u5927\u8111\u7684\u7406\u8bba\u57fa\u7840\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\u795e\u7ecf\u5b66\u4e60\u7684\u7269\u7406\u5b66\u673a\u5236\uff08\u795e\u7ecf\u7f51\u7edc\u7684\u5bf9\u79f0\u6027\u7834\u7f3a\u3001\u76f8\u53d8\u3001\u6da8\u843d-\u8017\u6563\u5173\u7cfb\u7b49\uff09\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\">\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/www.mit.edu\/~ziyinl\/<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<h2 style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\">\u5706\u684c\u8ba8\u8bba\u5609\u5bbe<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-height=\"720\" data-imgfileid=\"100225426\" data-ratio=\"0.562962962962963\" data-type=\"png\" data-w=\"1080\" data-width=\"1279\" src=\"\/wp-content\/uploads\/2025\/03\/wxsync-2025-03-f0ac611e759156a2c3efd4610a96a6e0.png\" \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u5c24\u4ea6\u5e84<\/strong>\uff0c\u52a0\u5dde\u5927\u5b66\u5723\u8fed\u6208\u5206\u6821\uff08UCSD\uff09\u526f\u6559\u6388\uff0c\u96c6\u667a\u79d1\u5b66\u5bb6\u3002\u7814\u7a76\u9886\u57df\u4e3a\u7406\u8bba\u51dd\u805a\u6001\u7269\u7406\u3001\u91cf\u5b50\u591a\u4f53\u7269\u7406\u3001\u4eba\u5de5\u667a\u80fd\u3002<br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\">\u4e2a\u4eba\u4e3b\u9875\uff1a<\/span><span style=\"font-size: 15px;text-decoration: none\">https:\/\/everettyou.github.io\/<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-height=\"608\" data-imgfileid=\"100225428\" data-ratio=\"0.562962962962963\" data-type=\"png\" data-w=\"1080\" data-width=\"1080\" src=\"\/wp-content\/uploads\/2025\/03\/wxsync-2025-03-c4b613e901b12aa7a62c47d884231d1f.png\" \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u9ec4\u6d77\u5e73<\/strong>\uff0c\u4e2d\u5c71\u5927\u5b66\u7269\u7406\u5b66\u9662\u6559\u6388\u3002\u5728\u4e2d\u5c71\u5927\u5b66\u7269\u7406\u5b66\u9662\u7ec4\u5efa\u201c\u7269\u7406\u3001\u673a\u5668\u4e0e\u667a\u80fd\u201d \uff08PMI\uff09\u7814\u7a76\u5c0f\u7ec4\uff0c\u4e13\u6ce8\u4e8e\u5404\u79cd\u795e\u7ecf\u8ba1\u7b97\u7684\u7406\u8bba\u57fa\u7840\uff0c\u957f\u671f\u76ee\u6807\u662f\u4f7f\u7528\u57fa\u4e8e\u7269\u7406\u7684\u8fd1\u4f3c\u6765\u63ed\u793a\u673a\u5668\u53ca\u5927\u8111\u667a\u80fd\u7684\u57fa\u672c\u539f\u7406\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\">PMI Lab\uff1a<\/span><span style=\"font-size: 15px;text-decoration: none\">https:\/\/www.labxing.com\/hphuang2018<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"316\" data-backw=\"562\" data-height=\"1080\" data-imgfileid=\"100225429\" data-ratio=\"0.562962962962963\" data-type=\"png\" data-w=\"1080\" data-width=\"1919\" style=\"width: 100%;height: auto\" src=\"\/wp-content\/uploads\/2025\/03\/wxsync-2025-03-b44e8b83725e6ae946d60ed9e0f34826.png\" \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u5218\u5b50\u9e23<\/strong>\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u7269\u7406\u7cfb\u535a\u58eb\u751f\uff0c\u5bfc\u5e08\u662fMax Tegmark\u3002\u6b64\u524d2020\u5e74\u4ed6\u4ece\u5317\u4eac\u5927\u5b66\u83b7\u5f97\u7269\u7406\u5b66\u58eb\u5b66\u4f4d\u3002\u4ed6\u7684\u7814\u7a76\u5174\u8da3\u5728AI\u548c\u7269\u7406\u7684\u4ea4\u53c9\uff1a\u4e00\u65b9\u9762AI for Physics\uff0c\u5229\u7528AI\u5de5\u5177\u81ea\u52a8\u5316\u7269\u7406\u89c4\u5f8b\u548c\u6982\u5ff5\u7684\u53d1\u73b0\uff1b\u53e6\u4e00\u65b9\u9762Physics for AI\uff0c\u5229\u7528\u7269\u7406\u542f\u53d1\u6784\u5efaAI\u7406\u8bba\u548c\u66f4\u5177\u53ef\u89e3\u91ca\u6027\u7684\u6a21\u578b\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\">\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/kindxiaoming.github.io\/<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 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\/><\/span><\/section>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\">\u53c2\u4e0e\u65b9\u5f0f<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong><span style=\"font-size: 15px\">\u76f4\u64ad\u4fe1\u606f<\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u5317\u4eac\u65f6\u95f4\uff1a3\u67082\u65e5\uff08\u5468\u65e5\uff09\u4e0a\u5348 9:00-11:00<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u7f8e\u56fd\u4e1c\u90e8\u65f6\u95f4\uff1a3\u67081\u65e5\uff08\u5468\u516d\uff09\u665a 20:00-22:00<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u7f8e\u56fd\u897f\u90e8\u65f6\u95f4\uff1a3\u67081\u65e5\uff08\u5468\u516d\uff09\u665a 17:00-19:00<\/span><\/section>\n<section class=\"channels_iframe_wrp\" style=\"margin-bottom: 0px\"><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u62a5\u540d\u53c2\u4e0e\u8bfb\u4e66\u4f1a\uff1a<\/strong><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;text-align: center;line-height: 1.5em\"><img class=\"rich_pages wxw-img\" data-height=\"304\" data-imgfileid=\"100225434\" data-ratio=\"1.0066225165562914\" data-type=\"png\" data-w=\"302\" data-width=\"302\" style=\"height: 144px;letter-spacing: 0.578px;width: 143px\" src=\"\/wp-content\/uploads\/2025\/03\/wxsync-2025-03-9e5fa555f2e1c9101963eb37f8a3e0ef.png\" \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;text-align: center;line-height: 1.5em\"><span style=\"font-size: 13px\">\u6591\u56fe\u94fe\u63a5\uff1ahttps:\/\/pattern.swarma.org\/study_group_issue\/847<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\">\u626b\u7801\u53c2\u4e0e<a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247701534&amp;idx=1&amp;sn=1552ccfac1d13baff75abd3af7654a52&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300c\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u300d\u8bfb\u4e66\u4f1a<\/a>\uff0c\u52a0\u5165\u7fa4\u804a\uff0c\u83b7\u53d6\u7cfb\u5217\u8bfb\u4e66\u4f1a\u56de\u770b\u6743\u9650\uff0c\u52a0\u5165\u7edf\u8ba1\u7269\u7406\u793e\u533a\uff0c\u4e0e\u793e\u533a\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\u6c9f\u901a\u4ea4\u6d41\uff0c\u5171\u540c\u63a8\u52a8\u8fd9\u4e00\u524d\u6cbf\u9886\u57df\u7684\u53d1\u5c55\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong>\u62a5\u540d\u6210\u4e3a\u4e3b\u8bb2\u4eba<\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.544px;, Arial, 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noreferrer\">\u4ece\u70ed\u529b\u5b66\u3001\u751f\u547d\u5230\u4eba\u5de5\u667a\u80fd\u7684\u7edf\u8ba1\u7269\u7406\u4e4b\u8def\uff1a\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u8bfb\u4e66\u4f1a\u542f\u52a8\uff01<\/a><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 1.75em\"><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;text-align: left;margin-bottom: 16px;line-height: 1.6em\"><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\">\u53c2\u8003\u6587\u732e<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.578px;, Arial, sans-serif;line-height: 1.75em\"><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 16px;margin-left: 8px;letter-spacing: 0.578px;text-align: left;line-height: normal\"><span style=\"font-size: 14px;letter-spacing: 0.578px;, Arial, sans-serif\">[1] Ziyin, Liu. Symmetry induces structure and constraint of learning. arXiv preprint arXiv:2309.16932 (2023).&nbsp;<\/span><span style=\"font-size: 14px\">https:\/\/arxiv.org\/abs\/2309.16932<\/span><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 16px;margin-left: 8px;letter-spacing: 0.578px;text-align: left;line-height: normal\"><span style=\"font-size: 14px\">[2] Ziyin L, Xu Y, Poggio T, et al. Parameter Symmetry Breaking and Restoration Determines the Hierarchical Learning in AI Systems. arXiv preprint arXiv:2502.05300, 2025.&nbsp;https:\/\/arxiv.org\/abs\/2502.05300<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 16px;margin-left: 8px;letter-spacing: 0.578px;text-align: left;line-height: normal\"><span style=\"font-size: 14px\">[3] Ziyin L, Wang M, Li H, et al. Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descent. The Thirty-eighth Annual Conference on Neural Information Processing Systems. 2024.&nbsp;https:\/\/arxiv.org\/abs\/2402.07193<\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.578px;text-align: left;line-height: normal;margin-bottom: 0px\"><span style=\"font-size: 14px\">[4] Ziyin L, Chuang I, Galanti T, et al. Formation of Representations in Neural Networks. arXiv preprint arXiv:2410.03006, 2024.&nbsp;https:\/\/arxiv.org\/abs\/2410.03006<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 16px;margin-left: 8px;letter-spacing: 0.578px;text-align: left;line-height: normal\"><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.578px;text-align: left;line-height: normal;margin-bottom: 0px\"><\/section>\n<section style=\"margin-top: 10px;margin-bottom: 0px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;text-align: center;justify-content: center\">\n<section style=\"width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin-bottom: -15px\">\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p><strong>\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u8bfb\u4e66\u4f1a\u542f\u52a8\uff01<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;clear: both;min-height: 1em;line-height: 2em\"><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\"><span style=\"font-size: 15px;letter-spacing: 0.578px\">2024\u5e74\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\u6388\u4e88\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff0c\u8fd9\u662f\u4e00\u573a\u7edf\u8ba1\u7269\u7406\u5f15\u53d1\u7684\u673a\u5668\u5b66\u4e60\u9769\u547d\u3002\u7edf\u8ba1\u7269\u7406\u5b66\u4e0d\u4ec5\u80fd\u89e3\u91ca\u70ed\u5b66\u73b0\u8c61\uff0c\u8fd8\u80fd\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u4ece\u5fae\u89c2\u7c92\u5b50\u5230\u5b8f\u89c2\u5b87\u5b99\u7684\u5404\u4e2a\u5c42\u7ea7\u5982\u4f55\u8054\u7cfb\u8d77\u6765\uff0c\u590d\u6742\u73b0\u8c61\u5982\u4f55\u6d8c\u73b0\u3002\u5b83\u901a\u8fc7\u7814\u7a76\u5927\u91cf\u7c92\u5b50\u7684\u96c6\u4f53\u884c\u4e3a\uff0c\u6210\u529f\u5730\u5c06\u5fae\u89c2\u4e16\u754c\u7684\u968f\u673a\u6027\u4e0e\u5b8f\u89c2\u4e16\u754c\u7684\u786e\u5b9a\u6027\u8054\u7cfb\u8d77\u6765\uff0c\u4e3a\u6211\u4eec\u7406\u89e3\u81ea\u7136\u754c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u4e5f\u4e3a\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u53d1\u5c55\u63d0\u4f9b\u4e86\u91cd\u8981\u63a8\u52a8\u529b\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\"><span style=\"font-size: 15px;letter-spacing: 0.578px\"><br \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\"><span style=\"font-size: 15px;letter-spacing: 0.578px\">\u4e3a\u4e86\u6df1\u5165\u63a2\u7d22\u7edf\u8ba1\u7269\u7406\u524d\u6cbf\u8fdb\u5c55\uff0c<span style=\"letter-spacing: 0.578px\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u897f\u6e56\u5927\u5b66\u7406\u5b66\u9662\u53ca\u4ea4\u53c9\u79d1\u5b66\u4e2d\u5fc3\u8bb2\u5e2d\u6559\u6388\u6c64\u96f7\u7ff0\u3001\u7ebd\u7ea6\u5dde\u7acb\u5927\u5b66\u77f3\u6eaa\u5206\u6821\u5316\u5b66\u548c\u7269\u7406\u5b66\u7cfb\u6559\u6388\u6c6a\u52b2\u3001\u5fb7\u7d2f\u65af\u987f\u7cfb\u7edf\u751f\u7269\u5b66\u4e2d\u5fc3\u535a\u58eb\u540e\u7814\u7a76\u5458\u6881\u5e08\u7fce\u3001\u9999\u6e2f\u6d78\u4f1a\u5927\u5b66\u7269\u7406\u7cfb\u52a9\u7406\u6559\u6388\u5510\u4e7e\u5143\uff0c\u4ee5\u53ca\u591a\u4f4d\u56fd\u5185\u5916\u77e5\u540d\u5b66\u8005\u5171\u540c\u53d1\u8d77<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247701534&amp;idx=1&amp;sn=1552ccfac1d13baff75abd3af7654a52&amp;chksm=e8988e93dfef07859dd5e42e5d8435d2df2d9f86ff9a13113c0d3fcff1755d212311db985b09&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" style=\"cursor: default\" rel=\"noopener noreferrer\">\u300c\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u8bfb\u4e66\u4f1a\u65e8\u5728\u63a2\u8ba8\u7edf\u8ba1\u7269\u7406\u5b66\u7684\u6700\u65b0\u7406\u8bba\u7a81\u7834\uff0c\u7edf\u8ba1\u7269\u7406\u5728\u590d\u6742\u7cfb\u7edf\u548c\u751f\u547d\u79d1\u5b66\u4e2d\u7684\u5e94\u7528\uff0c\u4ee5\u53ca\u4e0e\u673a\u5668\u5b66\u4e60\u7b49\u524d\u6cbf\u9886\u57df\u7684\u4ea4\u53c9\u7814\u7a76\u3002\u8bfb\u4e66\u4f1a\u4ece12\u670812\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u56db\u665a20:00-22:00\u8fdb\u884c\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba112\u5468\u3002\u6211\u4eec\u8bda\u631a\u9080\u8bf7\u5404\u4f4d\u670b\u53cb\u53c2\u4e0e\u8ba8\u8bba\u4ea4\u6d41\uff0c\u4e00\u8d77\u63a2\u7d22\u7231\u56e0\u65af\u5766\u773c\u4e2d\u7684\u666e\u9002\u7406\u8bba\uff01<\/span><\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 1.75em\"><\/section>\n<section 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noreferrer\">\u4ece\u70ed\u529b\u5b66\u3001\u751f\u547d\u5230\u4eba\u5de5\u667a\u80fd\u7684\u7edf\u8ba1\u7269\u7406\u4e4b\u8def\uff1a\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u8bfb\u4e66\u4f1a\u542f\u52a8\uff01<\/a><\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 1.75em\"><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><\/p>\n<section style=\"margin-top: 10px;margin-bottom: 0px;letter-spacing: 0.544px;font-size: 14px;, Arial, sans-serif;text-align: center;justify-content: center\">\n<section style=\"width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin-bottom: -15px\">\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p><strong>AI+Science \u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-bottom: 0px;letter-spacing: 0.544px;font-size: 14px;, Arial, sans-serif\">\n<p><\/p>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.544px;clear: both;min-height: 1em;font-size: 14px;, Arial, sans-serif;line-height: 2em\"><span style=\"font-size: 15px;letter-spacing: 0.544px;text-indent: 0em;, Arial, sans-serif\">AI+Science \u662f\u8fd1\u5e74\u5174\u8d77\u7684\u5c06\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u76f8\u7ed3\u5408\u7684\u4e00\u79cd\u8d8b\u52bf\u3002\u4e00\u65b9\u9762\u662f AI for Science\uff0c\u673a\u5668\u5b66\u4e60\u548c\u5176\u4ed6 AI \u6280\u672f\u53ef\u4ee5\u7528\u6765\u89e3\u51b3\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u95ee\u9898\uff0c\u4ece\u9884\u6d4b\u5929\u6c14\u548c\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5230\u6a21\u62df\u661f\u7cfb\u78b0\u649e\u3001\u8bbe\u8ba1\u4f18\u5316\u6838\u805a\u53d8\u53cd\u5e94\u5806\uff0c\u751a\u81f3\u50cf\u79d1\u5b66\u5bb6\u4e00\u6837\u8fdb\u884c\u79d1\u5b66\u53d1\u73b0\uff0c\u88ab\u79f0\u4e3a\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u7b2c\u4e94\u8303\u5f0f\u201d\u3002\u53e6\u4e00\u65b9\u9762\u662f Science for AI\uff0c\u79d1\u5b66\u5c24\u5176\u662f\u7269\u7406\u5b66\u4e2d\u7684\u89c4\u5f8b\u548c\u601d\u60f3\u542f\u53d1\u673a\u5668\u5b66\u4e60\u7406\u8bba\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u63d0\u4f9b\u5168\u65b0\u7684\u89c6\u89d2\u548c\u65b9\u6cd5\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.544px;clear: both;min-height: 1em;font-size: 14px;, Arial, sans-serif;line-height: 2em\"><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.544px;clear: both;min-height: 1em;font-size: 14px;, Arial, sans-serif;line-height: 2em\"><span style=\"text-indent: 0em;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u535a\u58eb\u540e\u7814\u7a76\u5458\u5434\u6cf0\u9716\uff08Jure Leskovec \u6559\u6388\u6307\u5bfc\uff09\u3001\u54c8\u4f5b\u91cf\u5b50\u8ba1\u5212\u7814\u7a76\u5458\u6248\u9e3f\u4e1a\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7269\u7406\u7cfb\u535a\u58eb\u751f\u5218\u5b50\u9e23\uff08Max Tegmark \u6559\u6388\u6307\u5bfc\uff09\uff0c\u5171\u540c\u53d1\u8d77\u4ee5<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247659349&amp;idx=1&amp;sn=5e0bcad718d122a04e1b34a8bf94f906&amp;chksm=e89935d8dfeebcceb72a61c9c7602a6042eefad7bf106147d81c3110e04c6f61fbde5214aec9&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" style=\"cursor: pointer\" rel=\"noopener noreferrer\">\u201cAI+Science<\/a>\u201d\u4e3a\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\uff0c\u63a2\u8ba8\u8be5\u9886\u57df\u7684\u91cd\u8981\u95ee\u9898\uff0c\u5171\u5b66\u5171\u7814\u76f8\u5173\u6587\u732e\u3002<span style=\", Arial, sans-serif;letter-spacing: 0.544px\">\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501\u56de\u653e\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.544px;clear: both;min-height: 1em;font-size: 14px;, Arial, sans-serif;line-height: 2em\"><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;line-height: 1.75em;text-align: center\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247659349&amp;idx=1&amp;sn=5e0bcad718d122a04e1b34a8bf94f906&amp;chksm=e89935d8dfeebcceb72a61c9c7602a6042eefad7bf106147d81c3110e04c6f61fbde5214aec9&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\" style=\"vertical-align: bottom;width: 100%\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-backh=\"321\" data-backw=\"562\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"316\" data-imgfileid=\"100225435\" data-ratio=\"0.5714285714285714\" data-type=\"png\" data-w=\"1050\" style=\"border-width: 0px;border-style: initial;border-color: initial;width: 100%;height: auto\" src=\"\" \/><\/span><\/a><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;line-height: 1.75em\"><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 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data-itemshowtype=\"0\" data-linktype=\"2\" style=\"cursor: pointer\" rel=\"noopener noreferrer\">\u4eba\u5de5\u667a\u80fd\u548c\u79d1\u5b66\u53d1\u73b0\u76f8\u4e92\u8d4b\u80fd\u7684\u65b0\u8303\u5f0f\uff1aAI+Science \u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\", Arial, sans-serif;letter-spacing: 0.034em\"><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\", Arial, sans-serif;letter-spacing: 0.034em\"><br \/><\/span><\/section>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 0px;margin-right: 0px\"><span style=\"font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/p>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed \u4ece\u5bf9\u79f0\u6027\u5230\u6da8\u843d\u8017\u6563\u5b9a\u7406\uff0c\u7269\u7406\u5b66\u7684\u57fa\u672c\u6982\u5ff5\u548c\u89c4\u5f8b\u5982\u4f55\u5e2e\u52a9\u7406\u89e3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff1f\u672c\u5468\u65e5\u4e0a\u5348\u7684\u300c\u975e\u5e73\u8861\u7edf\u8ba1\u7269\u7406\u300d\u8bfb\u4e66\u4f1a\u9080\u8bf7\u5230\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u548c NTT Research 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