{"id":51419,"date":"2024-07-11T21:55:19","date_gmt":"2024-07-11T13:55:19","guid":{"rendered":"https:\/\/swarma.org\/?p=51419"},"modified":"2024-07-11T21:55:19","modified_gmt":"2024-07-11T13:55:19","slug":"%e5%be%ae%e8%bd%af%e9%a6%96%e5%b8%ad%e7%a0%94%e7%a9%b6%e5%91%98%e4%b8%80%e4%bd%9c%e8%a7%a3%e8%af%bb%e5%9b%a0%e6%9e%9c%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%97%a9%e6%9c%9f%e9%87%8d%e8%a6%81%e5%b7%a5%e4%bd%9c","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=51419","title":{"rendered":"\u5fae\u8f6f\u9996\u5e2d\u7814\u7a76\u5458\u4e00\u4f5c\u89e3\u8bfb\u56e0\u679c\u5927\u6a21\u578b\u65e9\u671f\u91cd\u8981\u5de5\u4f5c | \u5468\u65e5\u76f4\u64ad\u00b7\u56e0\u679c\u79d1\u5b66\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u8bfb\u4e66\u4f1a"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);visibility: visible;\" data-mpa-powered-by=\"yiban.io\">\n<section style=\"outline: 0px;display: inline-block;width: 661px;vertical-align: top;background-color: rgb(246, 246, 246);visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<p style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;text-align: center;white-space: normal;background-color: rgb(246, 246, 246);visibility: visible;\"><img class=\"rich_pages wxw-img\" data-backh=\"332\" data-backw=\"578\" data-cropselx1=\"0\" data-cropselx2=\"578\" data-cropsely1=\"0\" data-cropsely2=\"325\" data-imgfileid=\"100210657\" data-ratio=\"0.5740740740740741\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"1080\" style=\"outline: 0px;letter-spacing: 0.544px;width: 100%;visibility: visible !important;height: auto;\" src=\"\"  \/><\/p>\n<p style=\"margin-bottom: 0px;outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;text-align: center;white-space: normal;background-color: rgb(246, 246, 246);visibility: visible;\"><span style=\"outline: 0px;color: rgb(136, 136, 136);font-size: 13px;visibility: visible;\">Dan Page for Quanta Magazine<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;letter-spacing: 0.544px;visibility: visible;\">\n<section style=\"outline: 0px;width: 661px;visibility: visible;\">\n<section style=\"padding-right: 3px;outline: 0px;float: left;line-height: 1;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: left;visibility: visible;\">\n<section style=\"padding-left: 10px;outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;border-left: 3px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;line-height: 0;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: 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rgb(63, 63, 63);\">\u672c\u6b21\u662f<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247691718&amp;idx=1&amp;sn=d2e8217d4f9485c6cd655aacd999e1dd&amp;chksm=e898b74bdfef3e5d4439d10a0f2ffe139406f2433c6b86ea5a541701b49229838634a86e97af&amp;scene=21#wechat_redirect\" textvalue=\"\u56e0\u679c\u79d1\u5b66\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u56e0\u679c\u79d1\u5b66\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u8bfb\u4e66\u4f1a<\/a>\u7684\u7b2c\u4e8c\u671f\u3002\u6211\u4eec\u6709\u5e78\u9080\u8bf7\u5230\u5fae\u8f6f\u7814\u7a76\u9662\uff08\u5370\u5ea6\uff09\u7684\u8d44\u6df1\u7814\u7a76\u5458Amit 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Causality&#8221;<\/a>\u3002\u8fd9\u662f\u8be5\u9886\u57df\u6700\u65e9\u671f\u4e5f\u662f\u76ee\u524d\u6700\u53d7\u5173\u6ce8\u7684\u7814\u7a76\u5de5\u4f5c\u4e4b\u4e00\u3002<\/span><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\"><br  \/><\/span><\/strong><\/section>\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"letter-spacing: 0.578px;text-indent: 0em;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u5317\u4eac\u5927\u5b66\u5927\u6570\u636e\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\u535a\u58eb\u7814\u7a76\u751f\u674e\u660a\u8f69\u3001\u4f26\u6566\u5927\u5b66\u5b66\u9662\u8ba1\u7b97\u673a\u535a\u58eb\u7814\u7a76\u751f\u6768\u68a6\u6708\uff0c\u5361\u8010\u57fa\u6885\u9686\u5927\u5b66\u548c\u7a46\u7f55\u9ed8\u5fb7\u00b7\u672c\u00b7\u624e\u8036\u5fb7\u4eba\u5de5\u667a\u80fd\u5927\u5b66\u535a\u58eb\u540e\u7814\u7a76\u5458\u9648\u5e7f\u4e49\u5171\u540c\u53d1\u8d77<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247691718&amp;idx=1&amp;sn=d2e8217d4f9485c6cd655aacd999e1dd&amp;chksm=e898b74bdfef3e5d4439d10a0f2ffe139406f2433c6b86ea5a541701b49229838634a86e97af&amp;scene=21#wechat_redirect\" textvalue=\"\u300c\u56e0\u679c\u79d1\u5b66+\u5927\u6a21\u578b\u300d\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener 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-apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u5185\u5bb9\u7b80\u4ecb&nbsp;<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u7684\u56e0\u679c\u63a8\u7406\u80fd\u529b\u662f\u4e00\u4e2a\u5907\u53d7\u4e89\u8bae\u7684\u95ee\u9898\uff0c\u5bf9\u533b\u5b66\u3001\u79d1\u5b66\u548c\u6cd5\u5f8b\u7b49\u5177\u6709\u793e\u4f1a\u5f71\u54cd\u529b\u7684\u9886\u57df\u5c06\u5927\u6a21\u578b\u843d\u5730\u5e94\u7528\u6709\u7740\u81f3\u5173\u91cd\u8981\u7684\u5f71\u54cd\u3002\u8003\u8651\u5230\u4e0d\u540c\u7c7b\u578b\u7684\u56e0\u679c\u63a8\u7406\u4efb\u52a1\u4e4b\u95f4\u7684\u533a\u522b\uff0c\u6709\u5fc5\u8981\u8fdb\u4e00\u6b65\u63a2\u7a76\u5927\u6a21\u578b\u7684\u56e0\u679c\u80fd\u529b\u3002\u6700\u8fd1\u7531\u5fae\u8f6f\u7814\u7a76\u9662\u548c\u829d\u52a0\u54e5\u5927\u5b66\u8fdb\u884c\u7684\u4e00\u9879\u7814\u7a76\u201cCausal Reasoning and Large Language Models: Opening a New Frontier for Causality\u201d\u8868\u660e\u5927\u6a21\u578b\u5728\u591a\u4e2a\u56e0\u679c\u4efb\u52a1\u4e0a\u90fd\u5c55\u793a\u51fa\u4e86\u5353\u8d8a\u7684\u6027\u80fd\u3002\u8be5\u7814\u7a76\u7684\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\u57fa\u4e8e GPT-3.5 \u548c GPT-4 \u7684\u6a21\u578b\u5728\u6210\u5bf9\u56e0\u679c\u5173\u7cfb\u53d1\u73b0\u4efb\u52a1\u4e0a\u8fbe\u5230\u4e86 97% \u7684\u51c6\u786e\u7387\uff0c\u53cd\u4e8b\u5b9e\u63a8\u7406\u4efb\u52a1\u4e0a\u8fbe\u5230\u4e86 92% \u7684\u51c6\u786e\u7387\uff0c\u4ee5\u53ca\u5728\u786e\u5b9a\u5fc5\u8981\u539f\u56e0\u548c\u5145\u5206\u539f\u56e0\u7684\u4efb\u52a1\u4e0a\u8fbe\u5230 86% \u7684\u51c6\u786e\u7387\uff0c\u4e14\u5927\u6a21\u578b\u5728\u8fd9\u4e9b\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u5747\u4f18\u4e8e\u73b0\u6709\u7b97\u6cd5\u3002\u91cd\u8981\u7684\u662f\uff0c\u5927\u6a21\u578b\u5728\u6267\u884c\u8fd9\u4e9b\u56e0\u679c\u4efb\u52a1\u65f6\uff0c\u6240\u4f9d\u8d56\u7684\u77e5\u8bc6\u6765\u6e90\u548c\u65b9\u6cd5\u4e0e\u4e0d\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u65b9\u6cd5\u65e2\u6709\u533a\u522b\u53c8\u6709\u4e92\u8865\u3002\u8be5\u7814\u7a76\u6700\u540e\u603b\u7ed3\u4e86\u5927\u6a21\u578b\u5728\u56e0\u679c\u9886\u57df\u7684\u673a\u9047\u548c\u6311\u6218\uff0c\u63a8\u52a8\u56e0\u679c\u5206\u6790\u65b9\u6cd5\u5728\u5404\u4e2a\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u3002<\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u5185\u5bb9\u5927\u7eb2<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\">&nbsp;&nbsp;<\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u548c\u56e0\u679c\u80cc\u666f\u4ecb\u7ecd<\/span><\/p>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ec0\u4e48\u662f\u56e0\u679c<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e0d\u540c\u79cd\u7c7b\u7684\u56e0\u679c\u4efb\u52a1<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u548c\u56e0\u679c<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u591a\u79cd\u8bc4\u4f30\u5927\u6a21\u578b\u6027\u80fd\u7684\u65b9\u6cd5<\/span><\/p>\n<\/li>\n<\/ul>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u548c\u56e0\u679c\u53d1\u73b0<\/span><\/p>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6210\u5bf9\u7684\u56e0\u679c\u53d1\u73b0\uff1a\u63a8\u65ad\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u63a8\u65ad\u5b8c\u6574\u7684\u56e0\u679c\u56fe<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a2\u7a76\u5927\u6a21\u578b\u8bb0\u5fc6\u80fd\u529b\u548c\u56e0\u679c\u53d1\u73b0\u80fd\u529b<\/span><\/p>\n<\/li>\n<\/ul>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u548c\u56e0\u679c\u63a8\u7406<\/span><\/p>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u63a2\u7a76\u5927\u6a21\u578b\u7684\u53cd\u4e8b\u5b9e\u5f52\u56e0\u80fd\u529b<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u7406\u89e3\u6587\u672c\u4e2d\u7684\u5145\u5206\u56e0\u548c\u5fc5\u8981\u56e0<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bc4\u4f30\u5927\u6a21\u578b\u7406\u89e3\u5e38\u8bc6\u7684\u80fd\u529b<\/span><\/p>\n<\/li>\n<\/ul>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u4e0e\u56e0\u679c\uff1a\u673a\u9047\u4e0e\u6311\u6218<\/span><\/p>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: circle;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u5bf9\u56e0\u679c\u4ece\u4e1a\u4eba\u5458\u7684\u5f71\u54cd<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u5982\u4f55\u66f4\u597d\u7684\u7ed3\u5408\u56e0\u679c\uff1a\u65b0\u7814\u7a76\u95ee\u9898\u548c\u65b9\u5411<\/span><\/section>\n<\/li>\n<\/ul>\n<\/ul>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u4e3b\u8bb2\u4eba\u4ecb\u7ecd<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: center;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-imgfileid=\"100210662\" data-ratio=\"0.562962962962963\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"1080\" style=\"\" src=\"\/wp-content\/uploads\/2024\/07\/wxsync-2024-07-07ce0c16602e3f6bccf0755d54d3dab2.jpeg\"  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Amit Sharma<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"> \u662f\u5fae\u8f6f\u7814\u7a76\u9662\uff08\u5370\u5ea6\uff09\u7684\u9996\u5e2d\u7814\u7a76\u5458\uff0c\u4e13\u6ce8\u4e8e\u56e0\u679c\u63a8\u7406\u3001\u673a\u5668\u5b66\u4e60\u548c\u4eba\u673a\u4ea4\u4e92\u9886\u57df\u3002\u672c\u79d1\u6bd5\u4e1a\u4e8e\u5370\u5ea6\u7406\u5de5\u5b66\u9662\uff08IIT\uff09\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u5eb7\u5948\u5c14\u5927\u5b66\uff0c\u5bfc\u5e08\u4e3a <span style=\"font-size: 15px;\">Dan Cosley<\/span>\u6559\u6388\u3002\u57282015\u5e74\u81f32017\u5e74\uff0c\u4ed6\u5728\u5fae\u8f6f\u7814\u7a76\u9662\u7ebd\u7ea6\u4e0e\u5408\u4f5c\u5bfc\u5e08<span style=\"font-size: 15px;\">Jake Hofman<\/span> \u548c <span style=\"font-size: 15px;\">Duncan Watts<\/span>\u8fdb\u884c\u535a\u540e\u7814\u7a76\u3002\u4ed6\u7684\u7814\u7a76\u65e8\u5728\u5f00\u53d1\u53ef\u9760\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff0c\u63a2\u7d22\u56e0\u679c\u63a8\u7406\u5728\u63a8\u8350\u7cfb\u7edf\u3001\u516c\u5e73\u6027\u548c\u89e3\u91ca\u6027 AI \u4e2d\u7684\u5e94\u7528\u3002\u5728\u56e0\u679c\u63a8\u7406\u65b9\u9762\uff0cAmit Sharma \u4e0e Emre Kiciman \u5171\u540c\u64b0\u5199\u4e86\u201c<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Causal Reasoning: Fundamentals and Machine Learning Applications<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u201d\u4e00\u4e66\uff0c\u5e76\u4e3b\u5bfc\u5f00\u53d1\u4e86\u56e0\u679c\u63a8\u65ad\u7684\u91cd\u8981\u5f00\u6e90\u6846\u67b6\u548cPython\u5de5\u5177\u5305\u201c <span style=\"font-size: 15px;\">DoWhy<\/span>\u201d\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4ed6\u7684\u4e2a\u4eba\u4e3b\u9875: http:\/\/www.amitsharma.in\/#about\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u4e3b\u6301\u4eba\u4ecb\u7ecd<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1080\" data-imgfileid=\"100210646\" data-ratio=\"0.562962962962963\"  data-type=\"png\" data-w=\"1080\" data-width=\"1920\" src=\"\/wp-content\/uploads\/2024\/07\/wxsync-2024-07-2b41464095290f34a3e108513db878df.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u674e\u660a\u8f69<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff0c \u5317\u4eac\u5927\u5b66\u5927\u6570\u636e\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\uff0c\u6570\u636e\u79d1\u5b66\uff08\u7edf\u8ba1\u5b66\uff09\u535a\u58eb\uff0cCCF\u4f1a\u5458\u3001IEEE\u4f1a\u5458\u3001ACM\u4f1a\u5458\u3002\u7814\u7a76\u5174\u8da3\u4e3a\u56e0\u679c\u673a\u5668\u5b66\u4e60\u7406\u8bba\u3001\u53cd\u4e8b\u5b9e\u516c\u5e73\u6027\u3001\u63a8\u8350\u7cfb\u7edf\u53bb\u504f\u3001\u5206\u5e03\u5916\u6cdb\u5316\u3001\u591a\u6e90\u6570\u636e\u878d\u5408\u3001\u751f\u7269\u4fe1\u606f\u5b66\u548c\u5927\u8bed\u8a00\u6a21\u578b\u7b49\u3002\u5df2\u5728ICML\u3001NeurIPS\u3001ICLR\u3001KDD\u3001WWW\u3001AAAI\u3001IJCAI\u7b49\u591a\u4e2aCCF-A\u9876\u5c16\u4f1a\u8bae\u4ee5\u7b2c\u4e00\u4f5c\u8005\u53d1\u8868\u591a\u7bc7\u8bba\u6587\uff0c\u5176\u4e2d5\u7bc7\u8bba\u6587\u88ab\u8bc4\u9009\u4e3aSpotlight\u6216Oral\uff0c\u73b0\u4e3aICML\u3001NeurIPS\u3001ICLR\u3001KDD\u3001WWW\u3001AAAI\u3001IJCAI\u7b49\u591a\u4e2a\u9876\u4f1aPC member\u6216Area Chair\uff0c\u4ee5\u53caTKDE\u3001TOIS\u3001TKDD\u3001The Innovation\u3001\u300a\u4e2d\u56fd\u79d1\u5b66\uff1a\u4fe1\u606f\u79d1\u5b66\u300b\u7b49\u591a\u4e2a\u9876\u7ea7\u671f\u520a\u5ba1\u7a3f\u4eba\uff0c14\u9879\u53d1\u660e\u4e13\u5229\u3002\u8fde\u7eed\u4e24\u5e74\u83b7\u5f97\u5317\u4eac\u5927\u5b66\u535a\u58eb\u6700\u9ad8\u7814\u7a76\u5956\u201c\u6821\u957f\u5956\u5b66\u91d1\u201d\uff0c\u83b7\u56fd\u5bb6\u5956\u5b66\u91d1\uff0c\u4e5d\u5764\uff08\u4eba\u5de5\u667a\u80fd\u65b9\u5411\uff09\u5956\u5b66\u91d1\uff0c\u5317\u4eac\u5927\u5b66\u4e09\u597d\u5b66\u751f\uff0c\u4e24\u9879\u6210\u679c\u83b7\u5317\u4eac\u5927\u5b66\u201c\u6311\u6218\u676f\u201d\u4e94\u56db\u9752\u5e74\u79d1\u5b66\u5956\u7279\u7b49\u5956\uff0c\u5e76\u83b7\u5f97\u9996\u6279\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9752\u5e74\u5b66\u751f\u57fa\u7840\u7814\u7a76\u9879\u76ee\uff08\u535a\u58eb\u7814\u7a76\u751f\uff0930\u4e07\u8d44\u52a9\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u76f4\u64ad\u4fe1\u606f<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<h1 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/h1>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u76f4\u64ad\u65f6\u95f4\uff1a<\/strong><\/span><\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">7\u670814\u65e510:00-12:00\uff08\u5468\u65e5\uff09\uff0c\u76f4\u64ad\u62a5\u540d\u5165\u53e3\u89c1\u540e\u6587\u3002<\/span><\/section>\n<section class=\"channels_iframe_wrp\"><mp-common-videosnap class=\"js_uneditable custom_select_card channels_live_iframe\" data-pluginname=\"mpvideosnap\" data-headimgurl=\"https:\/\/wx.qlogo.cn\/finderhead\/PdibpV1sFDHdC5AR6SqCNbOfwAEdPtWSb2Y5v1iaq3YTCocFBPFM1xzQ\/0\" data-username=\"v2_060000231003b20faec8c4e78d10c3d6cd04ef30b077c6436f3ed47f70be822497426f6452dd@finder\" data-nickname=\"\u96c6\u667a\u4ff1\u4e50\u90e8\" data-desc=\"\u5c06\u572807\u670814\u65e5 10:00 \u76f4\u64ad\" data-livewording=\"\u9884\u7ea6\" data-intro=\"\u5fae\u8f6f\u8d44\u6df1\u7814\u7a76\u5458\u4e00\u4f5c\u89e3\u8bfb\u56e0\u679c\u5927\u6a21\u578b\u65e9\u671f\u91cd\u8981\u5de5\u4f5c&lt;br&gt;&lt;br&gt;\u4e3b\u8bb2\u4eba\uff1aAmit Sharma\uff0c\u662f\u5fae\u8f6f\u7814\u7a76\u9662\uff08\u5370\u5ea6\uff09\u7684\u8d44\u6df1\u7814\u7a76\u5458\" data-type=\"live\" data-status=\"0\" data-noticeid=\"finderlivenotice-v2_060000231003b20faec8c4e78d10c3d6cd04ef30b077c6436f3ed47f70be822497426f6452dd@finder-1720693972950193-281880297\" data-isdisabled=\"0\" data-errortips=\"\"><\/mp-common-videosnap><\/section>\n<h3 style=\"white-space: pre-wrap;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/h3>\n<h3 style=\"white-space: pre-wrap;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u53c2\u4e0e\u65b9\u5f0f\uff1a<\/strong><\/span><\/h3>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u96c6\u667a\u4ff1\u4e50\u90e8 B\u7ad9\u548c\u89c6\u9891\u53f7<\/strong>\u514d\u8d39\u76f4\u64ad\uff0c\u626b\u7801\u53ef\u9884\u7ea6\uff1a<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"400\" data-imgfileid=\"100210649\" data-ratio=\"1\"  data-type=\"png\" data-w=\"400\" data-width=\"400\" style=\"width: 147px;height: 147px;\" src=\"\/wp-content\/uploads\/2024\/07\/wxsync-2024-07-f70734e7320d77b7528c5975925b1e94.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u626b\u7801\u9884\u7ea6\u672c\u6b21\u76f4\u64ad<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u82e5\u9700\u8981\u89c2\u770b\u89c6\u9891\u56de\u653e\uff0c\u6587\u672b\u626b\u7801\u4ed8\u8d39\u53c2\u52a0\u53ef\u52a0\u5165\u817e\u8baf\u4f1a\u8bae\uff0c\u53ef\u63d0\u95ee\u4ea4\u6d41\u3001\u52a0\u5165\u7fa4\u804a\u3001\u83b7\u53d6\u89c6\u9891\u56de\u653e\u53ca\u66f4\u591a\u5b66\u4e60\u8d44\u6599\uff0c\u6210\u4e3a\u56e0\u679c\u79d1\u5b66\u793e\u533a\u79cd\u5b50\u7528\u6237\uff0c\u4e0e\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\u6c9f\u901a\u4ea4\u6d41\uff0c\u5171\u540c\u63a8\u52a8\u56e0\u679c\u79d1\u5b66\u793e\u533a\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;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u53c2\u8003\u6587\u732e<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;text-align: left;line-height: 1.5em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">[1] K\u0131c\u0131man, Emre, Robert Ness, Amit Sharma, and Chenhao Tan. &#8220;Causal reasoning and large language models: Opening a new frontier for causality.&#8221; arXiv preprint arXiv:2305.00050 (2023).<\/span><\/p>\n<section style=\"margin-bottom: 0px;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;background-color: rgb(255, 255, 255);text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u56e0\u679c\u79d1\u5b66\u793e\u533a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;background-color: rgb(255, 255, 255);clear: both;min-height: 1em;line-height: 2em;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;color: rgb(63, 63, 63);\">\u201c\u56e0\u679c\u201d\u5e76\u4e0d\u662f\u4e00\u4e2a\u65b0\u6982\u5ff5\uff0c\u800c\u662f\u4e00\u4e2a\u5df2\u7ecf\u5728\u591a\u4e2a\u5b66\u79d1\u4e2d\u4f7f\u7528\u4e86\u6570\u5341\u5e74\u7684\u5206\u6790\u6280\u672f\u3002\u96c6\u667a\u4ff1\u4e50\u90e8\u5728\u8fc7\u53bb4\u5e74\u671f\u95f4\u56f4\u7ed5\u7814\u7a76\u4eba\u5458\u7684\u4e0d\u540c\u89d2\u5ea6\u7684\u9700\u6c42\uff0c\u4e3e\u529e\u4e864\u5b63\u76f8\u5173\u4e3b\u9898\u7684\u8bfb\u4e66\u4f1a\uff0c\u5f62\u6210\u4e86\u6570\u5343\u4eba\u89c4\u6a21\u7684\u793e\u533a\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br style=\"outline: 0px;\"  \/><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;\">\u3010<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247518709&amp;idx=1&amp;sn=801e98285ad903a5e0abb1f4ae1a9a9d&amp;chksm=e897d378dfe05a6e4fdd97d189237020589669a6b5e750063f2b9e56bb3d951d573e6dd533b3&amp;scene=21#wechat_redirect\" data-linktype=\"2\" style=\"outline: 0px;color: var(--weui-LINK);cursor: default;font-size: 15px;\"><span style=\"outline: 0px;\">\u7b2c\u4e00\u5b63\uff1a\u56e0\u679c\u79d1\u5b66\u4e0eCausal AI<\/span><\/a><span style=\"outline: 0px;font-size: 15px;\">\u3011<span style=\"outline: 0px;color: rgb(63, 63, 63);\">\u57fa\u4e8e\u300aElements of Causal Inference\u300b\uff0c\u63a2\u8ba8\u56e0\u679c\u79d1\u5b66\u5728\u673a\u5668\u5b66\u4e60\u65b9\u9762\u7684\u5e94\u7528\uff0c\u5982\u5f3a\u5316\u5b66\u4e60\u548c\u8fc1\u79fb\u5b66\u4e60\u7b49\uff0c\u5e76\u5206\u4eab\u5de5\u4e1a\u5e94\u7528\u3002<\/span><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;\">\u3010<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247539257&amp;idx=1&amp;sn=d2bec726db7303f694138c30968214ad&amp;chksm=e89700b4dfe089a21ef3ad96bbbd8e98c476a65056de63912bec5512a998e66e6e0fe7550fbc&amp;scene=21#wechat_redirect\" data-linktype=\"2\" style=\"outline: 0px;color: var(--weui-LINK);cursor: default;font-size: 15px;\"><span style=\"outline: 0px;\">\u7b2c\u4e8c\u5b63\uff1a\u56e0\u679c\u79d1\u5b66\u4e0e\u57fa\u7840\u5b9e\u6218<\/span><\/a><span style=\"outline: 0px;font-size: 15px;\">\u3011<span style=\"outline: 0px;color: rgb(63, 63, 63);\">\u805a\u7126\u5b9e\u64cd\u548c\u57fa\u7840\uff0c\u6df1\u5165\u5b66\u4e60\u300aCausal inference in statistics: A primer\u300b\u548c\u300aElements of causal inference: foundations and learning algorithms\u300b\u3002&nbsp;<\/span><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;\">\u3010<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247580041&amp;idx=1&amp;sn=ac9c1f715efa58ca79fc416c6e41190c&amp;chksm=e896e304dfe16a12a7cb349d945f3fc400533c5b89f6df9a407c1654ccb248f1a65d1e89fb9e&amp;scene=21#wechat_redirect\" data-linktype=\"2\" style=\"outline: 0px;color: var(--weui-LINK);cursor: default;font-size: 15px;\"><span style=\"outline: 0px;\">\u7b2c\u4e09\u5b63\uff1a\u56e0\u679c\u79d1\u5b66\u4e0eCausal +X<\/span><\/a><span style=\"outline: 0px;font-size: 15px;\">\u3011<span style=\"outline: 0px;color: rgb(63, 63, 63);\">\u56de\u987e\u793e\u4f1a\u5b66\u3001\u7ecf\u6d4e\u5b66\u3001\u533b\u5b66\uff0c\u8ba1\u7b97\u673a\u7b49\u9886\u57df\u7684\u56e0\u679c\u6a21\u578b\u548c\u8303\u5f0f\uff0c\u5c1d\u8bd5\u7528\u73b0\u4ee3\u6a21\u578b\u63d0\u4f9b\u65b0\u601d\u8def\u3002&nbsp;<\/span><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;\">\u3010<\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247652596&amp;idx=1&amp;sn=eccda047b41ca375470429c6a6665b0d&amp;chksm=e899ce79dfee476fa2df4a9f7036986943f33b7f9d2c2885549ac176cdbf3e29959735382c90&amp;scene=21#wechat_redirect\" data-linktype=\"2\" style=\"outline: 0px;color: var(--weui-LINK);cursor: default;font-size: 15px;\"><span style=\"outline: 0px;\">\u7b2c\u56db\u5b63\uff1a\u56e0\u679c\u8868\u5f81\u5b66\u4e60<\/span><\/a><span style=\"outline: 0px;font-size: 15px;\">\u3011<span style=\"outline: 0px;color: rgb(63, 63, 63);\">\u63a2\u8ba8\u56e0\u679c\u8868\u5f81\u5b66\u4e60\u7684\u7406\u8bba\u3001\u6280\u672f\u548c\u6700\u65b0\u5e94\u7528\uff0c\u6d89\u53ca\u56e0\u679c\u751f\u6210\u6a21\u578b\u3001\u53ef\u89e3\u91ca\u6027\u3001\u516c\u5e73\u6027\u53ca\u5de5\u4e1a\u843d\u5730\u3002<\/span><\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247691718&amp;idx=1&amp;sn=d2e8217d4f9485c6cd655aacd999e1dd&amp;chksm=e898b74bdfef3e5d4439d10a0f2ffe139406f2433c6b86ea5a541701b49229838634a86e97af&amp;scene=21#wechat_redirect\" textvalue=\"\u7b2c\u4e94\u5b63\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;color: var(--weui-LINK);cursor: default;\" rel=\"noopener noreferrer\"><span style=\"outline: 0px;font-size: 15px;color: rgb(63, 63, 63);\"><strong style=\"outline: 0px;\">\u7b2c\u4e94\u5b63\u8bfb\u4e66\u4f1a<\/strong><\/span><\/a><span style=\"outline: 0px;font-size: 15px;color: rgb(63, 63, 63);\">\u4e3b\u8981\u56f4\u7ed5\u56e0\u679c\u79d1\u5b66\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u5305\u62ec\u56e0\u679c\u79d1\u5b66\u4e0e\u5927\u6a21\u578b\u7684\u7ed3\u5408\u7b49\u65b9\u9762\u8fdb\u884c\u6df1\u5ea6\u7684\u63a2\u8ba8\u548c\u68b3\u7406\uff0c\u5e0c\u671b\u7ed9\u5728\u8fd9\u4e2a\u9886\u57df\u7684\u7814\u7a76\u8005\u63d0\u4f9b\u4e00\u4e2a\u5168\u9762\u7684\u7814\u7a76\u56fe\u666f\u3002\u5171\u540c\u63a2\u8ba8\u56e0\u679c\u79d1\u5b66\u7684\u672a\u6765\u53d1\u5c55\u4ee5\u53ca\u9762\u4e34\u7684\u6311\u6218\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;color: rgb(63, 63, 63);\"><br style=\"outline: 0px;\"  \/><\/span><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;color: rgb(63, 63, 63);\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247691718&amp;idx=1&amp;sn=d2e8217d4f9485c6cd655aacd999e1dd&amp;chksm=e898b74bdfef3e5d4439d10a0f2ffe139406f2433c6b86ea5a541701b49229838634a86e97af&amp;scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" hasload=\"1\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\" style=\"outline: 0px;vertical-align: bottom;user-select: none;width: 100%;\"><img class=\"rich_pages wxw-img\" data-backh=\"321\" data-backw=\"562\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"321\" data-imgfileid=\"100210653\" data-ratio=\"0.5714285714285714\"  data-w=\"1050\" style=\"outline: 0px;border-width: 0px;border-style: initial;border-color: initial;width: 562px;height: 321px;visibility: visible !important;\" src=\"\/wp-content\/uploads\/2024\/07\/wxsync-2024-07-5fe54738397302feb46b93118d938a90.png\"  \/><\/span><\/a><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;color: rgb(63, 63, 63);\"><br style=\"outline: 0px;\"  \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;color: rgb(63, 63, 63);\">\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><span style=\"outline: 0px;font-size: 15px;color: rgb(63, 63, 63);text-decoration: underline;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247691718&amp;idx=1&amp;sn=d2e8217d4f9485c6cd655aacd999e1dd&amp;chksm=e898b74bdfef3e5d4439d10a0f2ffe139406f2433c6b86ea5a541701b49229838634a86e97af&amp;scene=21#wechat_redirect\" textvalue=\"\u901f\u6765\uff01\u56e0\u679c\u4e0e\u5927\u6a21\u578b\u7684\u53cc\u5411\u8d4b\u80fd\u4e28\u56e0\u679c\u79d1\u5b66\u7b2c\u4e94\u5b63\u5f3a\u52bf\u56de\u5f52\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"outline: 0px;color: var(--weui-LINK);cursor: default;\" rel=\"noopener noreferrer\">\u901f\u6765\uff01\u56e0\u679c\u4e0e\u5927\u6a21\u578b\u7684\u53cc\u5411\u8d4b\u80fd\u4e28\u56e0\u679c\u79d1\u5b66\u7b2c\u4e94\u5b63\u5f3a\u52bf\u56de\u5f52<\/a><\/span><\/p>\n<p style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);\"><br style=\"outline: 0px;\"  \/><\/p>\n<section style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;margin-bottom: 0px;\"><span style=\"outline: 0px;color: rgb(255, 255, 255);font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left;background-color: rgb(12, 130, 169);\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n<p style=\"display: none;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Dan Page for Quanta Magazine \u5bfc\u8bed \u672c\u6b21\u662f\u56e0\u679c\u79d1\u5b66\u4e0e\u5927\u8bed\u8a00\u6a21\u578b\u8bfb\u4e66\u4f1a\u7684\u7b2c\u4e8c\u671f\u3002\u6211\u4eec\u6709\u5e78\u9080\u8bf7\u5230\u5fae\u8f6f\u7814\u7a76\u9662\uff08\u5370\u5ea6\uff09\u7684\u8d44\u6df1\u7814\u7a76\u5458Amit Sharma\u3002\u4ed6\u662f\u56e0\u679c\u63a8\u65ad\u91cd\u8981\u5f00\u6e90\u6846\u67b6\u548cPython\u5de5\u5177\u5305&#8221;DoWhy&#8221;\u7684\u4e3b\u8981\u5f00\u53d1\u8005\u3002Amit\u5c06\u5206\u4eab\u4ed6\u4eec\u5728\u56e0\u679c\u79d1\u5b66\u4e0e&#8230;<\/p>\n","protected":false},"author":0,"featured_media":51411,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/51419"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=51419"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/51419\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/51411"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=51419"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=51419"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=51419"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=51419"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}