{"id":59407,"date":"2025-05-06T21:35:24","date_gmt":"2025-05-06T13:35:24","guid":{"rendered":"https:\/\/swarma.org\/?p=59407"},"modified":"2025-05-06T21:35:24","modified_gmt":"2025-05-06T13:35:24","slug":"nature%e5%ad%90%e5%88%8a%ef%bc%9a%e7%a0%b4%e9%99%a4%e4%b8%aa%e6%80%a7%e5%8c%96ai%e3%80%8c%e4%bf%a1%e4%bb%bb%e5%8d%b1%e6%9c%ba%e3%80%8d%e7%9a%84%e5%85%ab%e5%a4%a7%e6%8c%91%e6%88%98","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=59407","title":{"rendered":"Nature\u5b50\u520a\uff1a\u7834\u9664\u4e2a\u6027\u5316AI\u300c\u4fe1\u4efb\u5371\u673a\u300d\u7684\u516b\u5927\u6311\u6218"},"content":{"rendered":"<div class='wxsyncmain'>\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\">\n<section>\n<section style=\"text-align: right\">\n<section data-mpa-powered-by=\"yiban.io\" style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px\" data-pm-slice=\"0 0 []\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px;vertical-align: top\">\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\">\n<section style=\"text-align: justify\"><span><img class=\"rich_pages wxw-img\" data-backh=\"578\" data-backw=\"578\" data-galleryid=\"621148620401475584\" data-gallerysupplier=\"100\" data-imgfileid=\"100229010\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"png\" data-w=\"1024\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-5f9858c800ada8e0d5c635c83ba21cc1.png\" \/><\/span><\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px 3px 0px 0px;max-width: 100%;float: left;line-height: 1\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: left\">\n<section style=\"margin: 0px;padding: 0px 0px 0px 10px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;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\"><span><br \/><\/span><\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: justify;font-size: 16px;line-height: 1.5\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span>\u6458\u8981<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;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\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 4px;max-width: 100%;clear: right;min-height: 4.5em !important\">\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u5de5\u5177\u8d8a\u6765\u8d8a\u591a\u5730\u88ab\u7528\u4e8e\u5e2e\u52a9\u5bf9\u4e2a\u4eba\u505a\u51fa\u91cd\u5927\u51b3\u7b56\u3002\u867d\u7136 AI \u6a21\u578b\u5728\u603b\u4f53\u4e0a\u53ef\u80fd\u51c6\u786e\uff0c\u4f46\u5b83\u4eec\u5bf9\u4e8e\u7279\u5b9a\u4e2a\u4eba\u6216\u4e2a\u4f53\u5c42\u9762\u76f8\u5173\u7684\u7ed3\u679c\u53ef\u80fd\u540c\u65f6\u5177\u6709\u9ad8\u5ea6\u4e0d\u786e\u5b9a\u6027\u3002\u5bf9\u4e8e\u9ad8\u98ce\u9669\u5e94\u7528\uff08\u5982\u533b\u7597\u4fdd\u5065\u548c\u533b\u5b66\u3001\u56fd\u9632\u548c\u5b89\u5168\u3001\u94f6\u884c\u548c\u91d1\u878d\uff09\uff0cAI \u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u5fc5\u987b\u80fd\u591f\u4ee5\u4e25\u8c28\u7684\u65b9\u5f0f\u5bf9\u4e0d\u786e\u5b9a\u6027\u8fdb\u884c\u4e2a\u6027\u5316\u8bc4\u4f30\u3002\u7136\u800c\uff0c\u76ee\u524d\u7528\u4e8e\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u7edf\u8ba1\u6846\u67b6\u5c1a\u4e0d\u5b8c\u5584\u3002\u5728\u6b64\uff0c\u6211\u4eec\u6982\u8ff0\u4e86\u5f53\u524d\u4e2a\u6027\u5316\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff08PUQ\uff09\u7684\u65b9\u6cd5\uff0c\u5e76\u5b9a\u4e49\u4e86\u4e00\u7cfb\u5217\u4e0e PUQ \u5728\u591a\u6a21\u6001 AI\u3001\u53ef\u89e3\u91ca AI\u3001\u751f\u6210\u5f0f AI \u548c AI \u516c\u5e73\u6027\u7b49\u4e0d\u540c\u9886\u57df\u7684\u53d1\u5c55\u548c\u4f7f\u7528\u76f8\u5173\u7684\u91cd\u5927\u6311\u6218\u3002<\/span><\/span><\/strong><\/p>\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span><br \/><\/span><\/span><\/strong><\/p>\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: none;min-height: 1em;line-height: 2em;text-align: justify\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 13px;letter-spacing: 0.544px\"><span>\u5173\u952e\u8bcd\uff1a\u4e2a\u6027\u5316\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff08PUQ\uff09\uff0c\u4fdd\u5f62\u9884\u6d4b\uff08Conformal Prediction\uff09\uff0c\u591a\u6a21\u6001AI\uff08Multimodal AI\uff09\uff0c\u53ef\u89e3\u91caAI\uff08XAI\uff09\uff0cAI\u516c\u5e73\u6027\uff08AI Fairness\uff09<\/span><\/span><\/strong><\/p>\n<\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px;text-align: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;line-height: 0\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.07314814814814814\" data-type=\"png\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;width: 677px !important;height: auto !important\" data-fileid=\"100098753\" data-imgfileid=\"100227057\" src=\"\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span style=\", Arial, sans-serif;font-size: 13px;letter-spacing: 0.544px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: right; margin-top: 10px; margin-bottom: 10px; letter-spacing: 0.544px; color: rgb(63, 63, 63); font-family: PingFangSC-light; font-size: 15px; background-color: rgb(255, 255, 255); -webkit-tap-highlight-color: transparent; outline: 0px; vertical-align: middle; display: inline-block; line-height: 0; visibility: visible;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/p>\n<section data-pm-slice=\"0 0 []\" style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.4137055837563452\" data-type=\"png\" data-w=\"1576\" data-width=\"1576\" data-height=\"652\" data-imgfileid=\"100229007\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-5a2d4c995ccbf77eb3c1fc434deaa3a2.png\" \/><\/section>\n<blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u9898\u76ee\uff1aPersonalized uncertainty quantification in artificial intelligence<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u53d1\u8868\u65f6\u95f4\uff1a2025\u5e744\u670823\u65e5<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s42256-025-01024-8<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u53d1\u8868\u671f\u520a\uff1a<\/span><\/span><em style=\"font-size: 15px\"><span><span>Nature Machine Intelligence<\/span><\/span><\/em><\/p>\n<\/blockquote>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u533b\u7597\u8bca\u65ad\u3001\u91d1\u878d\u98ce\u63a7\u3001\u53f8\u6cd5\u8bc4\u4f30\u7b49\u9ad8\u98ce\u9669\u9886\u57df\uff0cAI\u7684\u9884\u6d4b\u7ed3\u679c\u901a\u5e38\u4f1a\u5bf9\u4e2a\u4f53\u4ea7\u751f\u76f4\u63a5\u7684\u5f71\u54cd\u3002\u5c3d\u7ba1\u6a21\u578b\u5728\u7fa4\u4f53\u5c42\u9762\u53ef\u80fd\u8868\u73b0\u4f18\u5f02\uff0c\u4f46\u9488\u5bf9\u7279\u5b9a\u4e2a\u4f53\u6216\u5c11\u6570\u7fa4\u4f53\u7684\u9884\u6d4b\u53ef\u80fd\u9690\u85cf\u5de8\u5927\u4e0d\u786e\u5b9a\u6027\u3002\u4f20\u7edf\u65b9\u6cd5<\/span><span>\uff08\u5982\u7f6e\u4fe1\u533a\u95f4\uff09<\/span><span>\u96be\u4ee5\u6355\u6349\u4e2a\u6027\u5316\u5dee\u5f02\uff0c\u800c\u5ffd\u89c6\u8fd9\u79cd\u4e0d\u786e\u5b9a\u6027\u53ef\u80fd\u5bfc\u81f4\u707e\u96be\u6027\u540e\u679c\u3002\u4f8b\u5982\uff0c\u533b\u7597AI\u82e5\u5bf9\u60a3\u8005\u7684\u764c\u75c7\u98ce\u9669\u9884\u6d4b\u7ed3\u679c\u5b58\u5728\u9ad8\u4e0d\u786e\u5b9a\u6027\uff0c\u5374\u672a\u660e\u793a\uff0c\u53ef\u80fd\u5ef6\u8bef\u6cbb\u7597\u3002\u4e3a\u6b64\uff0c<\/span><\/span><em style=\"font-size: 15px\"><span><span>Nature Machine Intelligence<\/span><\/span><\/em><span style=\"font-size: 15px\"><span>\u6700\u65b0\u89c2\u70b9\u6587\u7ae0\u63d0\u51fa<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u4e2a\u6027\u5316\u4e0d\u786e\u5b9a\u6027\u91cf\u5316\uff08PUQ\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u7684\u6846\u67b6\u4e0e\u6311\u6218\uff0c\u65e8\u5728\u4e3aAI\u51b3\u7b56\u6ce8\u5165\u53ef\u89e3\u91ca\u7684\u201c\u98ce\u9669\u9884\u8b66\u7cfb\u7edf\u201d\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h4>\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\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/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\"><span>\u4fdd\u5f62\u9884\u6d4b\uff1a\u4e3a\u6bcf\u4e2a\u4e2a\u4f53\u8bc4\u4f30\u300c\u4e0d\u786e\u5b9a\u6027\u300d<\/span><\/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\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/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\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4fdd\u5f62\u9884\u6d4b<\/span><span>\uff08Conformal Prediction, CP\uff09<\/span><span>\u662f\u5f53\u524d\u6700\u53d7\u5173\u6ce8\u7684PUQ\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u8ba9AI\u7b97\u6cd5\u4e3a\u6bcf\u4e2a\u5f85\u9884\u6d4b\u7684\u6837\u672c\uff0c\u751f\u6210\u4e00\u4e2a\u8986\u76d6\u771f\u5b9e\u503c\u7684\u6700\u5c0f\u9884\u6d4b\u96c6\u5408&nbsp;<\/span><\/span><span style=\"font-size: 15px\"><span data-meta-block-props=\"{&quot;blockId&quot;:&quot;9843c7a6-9c0d-4f64-9b7a-0f4b66febb48&quot;,&quot;blockType&quot;:&quot;EQUATION_BLOCK&quot;,&quot;initData&quot;:{},&quot;props&quot;:{&quot;data&quot;:{&quot;equation&quot;:&quot;{\\hat{C}}_{\\alpha }({X}_{n+1})n&quot;},&quot;displayMode&quot;:&quot;inline&quot;,&quot;viewType&quot;:&quot;inline&quot;}}\"><span style=\"font-size: 14px\" data-pm-slice=\"0 0 []\"><sub><span><img alt=\"image.png\" class=\"rich_pages wxw-img\" data-ratio=\"0.31223628691983124\" data-type=\"png\" data-w=\"474\" style=\"vertical-align: baseline;width: 69px\" width=\"69\" data-width=\"69px\" data-imgfileid=\"100229013\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-c3c8fe6c07200221eabb890d558980c2.png\" \/><\/span><\/sub><\/span><\/span><\/span><span style=\"font-size: 15px\"><span>\uff0c\u4fdd\u8bc1\u771f\u5b9e\u503c\u8986\u76d6\u7387\u9ad8\u4e8e\u7528\u6237\u6307\u5b9a\u7684\u6c34\u5e73<\/span><\/span><span style=\"font-size: 15px\"><span data-meta-block-props=\"{&quot;blockId&quot;:&quot;e6478ee7-95ce-4220-b57b-827bde95c8d3&quot;,&quot;blockType&quot;:&quot;EQUATION_BLOCK&quot;,&quot;initData&quot;:{},&quot;props&quot;:{&quot;data&quot;:{&quot;equation&quot;:&quot;1-\\alphan&quot;},&quot;displayMode&quot;:&quot;inline&quot;,&quot;viewType&quot;:&quot;inline&quot;}}\"><span><span>1-\u03b1<\/span><\/span><\/span><\/span><span style=\"font-size: 15px\"><span>\u3002\u901a\u8fc7\u4f7f\u7528\u4e00\u4e2a\u56fa\u5b9a\u7684\u6570\u636e\u6821\u51c6\u96c6\uff08\u6ca1\u6709\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\uff09\uff0c\u7528\u6765\u4e25\u683c\u8bc4\u4f30\u6a21\u578b\u9884\u6d4b\u7684\u4e0d\u786e\u5b9a\u6027\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/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-ratio=\"0.15841584158415842\" data-type=\"png\" data-w=\"606\" style=\"width:255px;height:40px\" data-width=\"606\" data-height=\"96\" data-imgfileid=\"100229005\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-d1c95abfa45f8354ec9be24d61733cd1.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>CP\u7684\u4f18\u52bf\u5728\u4e8e\u65e0\u9700\u5047\u8bbe\u6570\u636e\u5206\u5e03\u6216\u6a21\u578b\u7ed3\u6784\uff0c\u9700\u6ee1\u8db3\u201c\u6570\u636e\u53ef\u4ea4\u6362\u6027\u201d\uff08<\/span><span>\u5373\u6837\u672c\u987a\u5e8f\u4e0d\u5f71\u54cd\u7edf\u8ba1\u6027\u8d28\uff09<\/span><span>\u3002\u5176\u5173\u952e\u6b65\u9aa4\u5305\u62ec<\/span><span>\uff08\u56fe 1\uff09<\/span><span>\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u975e\u5171\u5f62\u8bc4\u5206\uff08non-conformity score\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5728\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u7840\u4e0a\uff0c\u8861\u91cf\u9884\u6d4b\u503c\u4e0e\u771f\u5b9e\u503c\u7684\u504f\u79bb\u7a0b\u5ea6\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u6821\u51c6\u96c6\u6392\u5e8f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u6839\u636e\u6821\u51c6\u6570\u636e\u7684\u8bc4\u5206\u5206\u5e03\u786e\u5b9a\u9608\u503c\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u52a8\u6001\u8c03\u6574<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5728\u7ebf\u5b66\u4e60\u573a\u666f\u4e2d\uff0c\u901a\u8fc7\u5b9e\u65f6\u53cd\u9988\u4fee\u6b63\u9608\u503c\u4ee5\u5e94\u5bf9\u6570\u636e\u6f02\u79fb\u95ee\u9898\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7136\u800c\uff0cCP\u6ee1\u8db3\u8986\u76d6\u7387\u8981\u6c42\u53ea\u662f\u201c\u8fb9\u9645\u6027\u201d\u7684\uff0c\u5b83\u53ea\u4fdd\u8bc1\u5e73\u5747\u8986\u76d6\u7387\u9ad8\u4e8e\u7f6e\u4fe1\u6c34\u5e73\uff0c\u4f46\u65e0\u6cd5\u4fdd\u8bc1\u5728\u4e0d\u540c\u7279\u5f81\u7a7a\u95f4\u548c\u7ed3\u679c\u7a7a\u95f4\u7684\u8986\u76d6\u7387\u90fd\u76f8\u540c\uff0c\u53ef\u80fd\u5bf9\u67d0\u4e9b\u4e9a\u7fa4<\/span><span>\uff08\u5982\u7f55\u89c1\u75c5\u60a3\u8005\uff09<\/span><span>\u8986\u76d6\u4e0d\u8db3\uff0c\u8fd9\u5f15\u51fa\u4e86\u9996\u4e2a\u6311\u6218\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.44419391206313413\" data-type=\"png\" data-w=\"1774\" style=\"width:100%\" data-width=\"1774\" data-height=\"788\" data-backw=\"562\" data-backh=\"250\" data-imgfileid=\"100229006\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-43368109be1315f6d21cab860a81e918.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.5em\"><span style=\"font-size: 13px\" data-mpa-action-id=\"macfuazl1j6l\" data-pm-slice=\"0 0 []\"><span>\u56fe 1. \u4fdd\u5f62\u9884\u6d4b\uff08CP\uff09\u65b9\u6cd5\u3002CP \u751f\u6210\u4e86\u4e00\u4e2a\u9884\u6d4b\u96c6\uff0c\u8be5\u9884\u6d4b\u96c6\u80fd\u4fdd\u8bc1\u5bf9\u6bcf\u4e2a\u9884\u6d4b\u7684\u771f\u503c\u5177\u6709\u6307\u5b9a\u6982\u7387\u7684\u8986\u76d6\u3002<\/span><\/span><\/p>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h4>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h4>\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\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/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\"><span>\u516b\u5927\u6311\u6218\uff1a<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u4ece\u6570\u636e\u7f3a\u5931\u5230\u751f\u6210\u5f0fAI\u7684\u300c\u5e7b\u89c9\u300d\u56f0\u5883<\/span><\/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\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/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\"><span><br \/><\/span><\/p>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>1. \u4e2a\u4f53\u5316\u8986\u76d6\u96be\u9898\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u4f20\u7edf\u7684CP\u65b9\u6cd5\u4ec5\u80fd\u63d0\u4f9b\u603b\u4f53\u5c42\u9762\u6216\u5b50\u7fa4\u5c42\u9762\u7684\u201c\u8fb9\u9645\u201d\u8986\u76d6\u4fdd\u8bc1\uff0c\u4f46\u5728\u9ad8\u98ce\u9669\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u9700\u8981\u5bf9\u6bcf\u4e2a\u4e2a\u4f53\u90fd\u7ed9\u51fa<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u6761\u4ef6\u5316<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u7684\u7f6e\u4fe1\u533a\u95f4\u3002\u4e25\u683c\u610f\u4e49\u4e0a\u7684\u4e2a\u4f53\u6761\u4ef6\u8986\u76d6\u5728\u65e0\u5206\u5e03\u5047\u8bbe\u4e0b\u4e0d\u53ef\u5b9e\u73b0\uff0c\u7136\u800c\u4e34\u5e8a\u6216\u91d1\u878d\u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u5fc5\u987b\u786e\u4fdd\u6bcf\u4f4d\u7528\u6237\u90fd\u83b7\u5f97\u540c\u7b49\u53ef\u9760\u7684\u4e0d\u786e\u5b9a\u6027\u8bc4\u4f30\u3002\u73b0\u6709\u7684\u542f\u53d1\u5f0f\u65b9\u6cd5<\/span><span>\uff08\u5982\u9488\u5bf9\u4e0d\u540c\u7fa4\u4f53\u5206\u7ec4\u6821\u51c6\u7684 Mondrian CP \u6216\u8c03\u6574\u975e\u4e00\u81f4\u6027\u5206\u6570\uff09<\/span><span>\u867d\u53ef\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5e94\u5bf9\uff0c\u4f46\u5f80\u5f80\u727a\u7272\u6837\u672c\u5229\u7528\u6548\u7387\uff0c\u65e0\u6cd5\u771f\u6b63\u6ee1\u8db3\u4e2a\u4f53\u7ea7\u522b\u7684\u7f6e\u4fe1\u9700\u6c42\u3002\u672a\u6765\u9700\u8981\u5f00\u53d1\u65e0\u9700\u5f3a\u5206\u5e03\u524d\u63d0\u3001\u53ef\u5728\u5355\u4e2a\u6837\u672c\u6c34\u5e73\u4e0a\u7ed9\u51fa\u4e25\u683c\u7f6e\u4fe1\u4fdd\u8bc1\u7684\u65b0\u8303\u5f0f\u3002<\/span><\/span><\/h4>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h4>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong style=\"font-size: 15px\"><span><span>2. \u591a\u5c3a\u5ea6\u5efa\u6a21\u7684\u590d\u6742\u6027\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u4ece\u5fae\u89c2<\/span><span>\uff08\u5982\u5355\u7ec6\u80de\u7ec4\u5b66\uff09<\/span><span>\u5230\u5b8f\u89c2<\/span><span>\uff08\u5982\u6d41\u884c\u75c5\u5b66\uff09<\/span><span>\u7684\u591a\u5c3a\u5ea6\u6570\u636e\u878d\u5408\uff0c\u663e\u8457\u589e\u52a0\u4e86\u6a21\u578b\u590d\u6742\u5ea6\u548c\u4e0d\u786e\u5b9a\u6027\u6765\u6e90\u3002\u6784\u9020\u4e00\u4e2a<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u7edf\u4e00\u7684\u975e\u4e00\u81f4\u6027\u5206\u6570<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u4ee5\u540c\u65f6\u53cd\u6620\u5404\u5c3a\u5ea6\u7279\u5f81\u7684\u975e\u7ebf\u6027\u76f8\u4e92\u4f5c\u7528\uff0c\u65e2\u4e0d\u53ef\u884c\u4e5f\u96be\u4ee5\u89e3\u91ca\uff1b\u4ec5\u5c06\u5404\u5c3a\u5ea6\u5206\u6570\u7b80\u5355\u62fc\u63a5\uff0c\u5219\u5ffd\u89c6\u4e86\u5c3a\u5ea6\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u3002\u6b64\u5916\uff0c\u4e0d\u540c\u5c3a\u5ea6\u7684\u6570\u636e\u5728\u8d28\u91cf\u4e0e\u7f3a\u5931\u6a21\u5f0f\u4e0a\u5dee\u5f02\u5de8\u5927\uff0c\u4f7f\u5f97\u7edf\u8ba1\u4e0e\u6a21\u578b\u4e0d\u786e\u5b9a\u6027\u4ea4\u7ec7\u96be\u89e3\u3002PUQ \u6846\u67b6\u4e9f\u9700\u5728\u517c\u987e\u8de8\u5c3a\u5ea6\u8026\u5408\u3001\u6570\u636e\u8d28\u91cf\u5f02\u8d28\u6027\u4e0e\u8ba1\u7b97\u53ef\u6269\u5c55\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u63d0\u4f9b\u7a33\u5065\u4e14\u53ef\u89e3\u91ca\u7684\u591a\u5c3a\u5ea6\u4e0d\u786e\u5b9a\u6027\u5ea6\u91cf\u3002<\/span><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong style=\"font-size: 15px\"><span><span>3. \u591a\u6a21\u6001AI\u7684\u300c\u4fe1\u606f\u6096\u8bba\u300d\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u73b0\u4ee3 AI \u7cfb\u7edf\u5f80\u5f80\u540c\u65f6\u5229\u7528\u57fa\u56e0\u7ec4\u3001\u533b\u5b66\u5f71\u50cf\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u548c\u7535\u5b50\u75c5\u5386\u7b49\u591a\u79cd\u6a21\u6001\u4fe1\u606f\uff0c\u5404\u81ea\u7684\u566a\u58f0\u7279\u6027\u548c\u7f3a\u5931\u6a21\u5f0f\u5404\u5f02\u3002\u867d\u7136\u989d\u5916\u6570\u636e\u53ef\u964d\u4f4e\u90e8\u5206\u9980\u5347<\/span><span>\uff08aleatoric\uff09<\/span><span>\u4e0d\u786e\u5b9a\u6027\uff0c\u5374\u53ef\u80fd\u5f15\u5165\u65b0\u7684\u6df7\u6dc6\u53d8\u91cf\uff0c\u4ece\u800c\u53cd\u800c\u964d\u4f4e\u6574\u4f53\u6a21\u578b\u53ef\u9760\u6027\u3002\u6311\u6218\u5728\u4e8e<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5982\u4f55\u5728\u4fe1\u606f\u589e\u76ca\u4e0e\u566a\u58f0\u5e72\u6270\u4e4b\u95f4\u5b9e\u73b0\u5e73\u8861<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff0c\u5e76\u5728\u6a21\u578b\u751f\u547d\u5468\u671f\u4e2d\u52a8\u6001\u6574\u5408\u65b0\u5174\u6a21\u6001\uff0c\u540c\u65f6\u91cf\u5316\u6bcf\u79cd\u6a21\u6001\u5bf9\u9884\u6d4b\u4e0d\u786e\u5b9a\u6027\u7684\u8d21\u732e\u3002\u501f\u9274\u4fe1\u606f\u4ef7\u503c\u7406\u8bba\u4e0e\u591a\u6a21\u6001\u5171\u5b66\u4e60\u65b9\u6cd5\uff0cPUQ \u5e94\u5f53\u57fa\u4e8e\u4e0a\u4e0b\u6587\u81ea\u9002\u5e94\u5730\u878d\u5408\u5404\u6a21\u6001\uff0c\u751f\u6210\u4e00\u81f4\u4e14\u4e2a\u6027\u5316\u7684\u7f6e\u4fe1\u533a\u95f4\u3002<\/span><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">4. \u53ef\u89e3\u91caAI\u7684\u300c\u4e0d\u786e\u5b9a\u6027\u53d9\u4e8b\u300d\uff1a<\/span><\/span><span style=\"font-size: 15px\"><span>\u53ef\u89e3\u91ca AI<\/span><span>\uff08XAI\uff09<\/span><span>\u65e8\u5728\u63ed\u793a\u6a21\u578b\u51b3\u7b56\u80cc\u540e\u7684\u903b\u8f91\uff0c\u800c PUQ \u5219\u8bc4\u4f30\u9884\u6d4b\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u4e8c\u8005\u878d\u5408\u9700\u6784\u5efa\u65e2\u80fd\u8bf4\u660e\u201c\u4e3a\u4ec0\u4e48\u201d\u53c8\u80fd\u5ea6\u91cf\u201c\u6709\u591a\u786e\u5b9a\u201d\u7684\u6846\u67b6\u3002\u4f8b\u5982\uff0c\u53ef\u5c06\u6982\u5ff5\u74f6\u9888\u6216\u539f\u578b\u6a21\u578b\u7b49\u81ea\u89e3\u91ca\u67b6\u6784\u4e0e CP \u65b9\u6cd5\u7ed3\u5408\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u4e3a\u6bcf\u4e2a\u89e3\u91ca\u6210\u5206\u9644\u52a0\u7f6e\u4fe1\u533a\u95f4\uff0c\u4f7f\u7ec8\u7aef\u7528\u6237\u65e2\u80fd\u7406\u89e3\u51b3\u5b9a\u56e0\u7d20\uff0c\u53c8\u80fd\u638c\u63e1\u5bf9\u5e94\u7684\u7f6e\u4fe1\u5ea6<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002\u8fd9\u79cd\u534f\u540c\u5c06\u6781\u5927\u63d0\u9ad8 AI \u7cfb\u7edf\u5728\u533b\u7597\u3001\u91d1\u878d\u7b49\u9886\u57df\u7684\u53ef\u4fe1\u5ea6\u548c\u900f\u660e\u5ea6\u3002<\/span><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong style=\"font-size: 15px\"><span><span>5. \u6a21\u578b\u76d1\u63a7\u7684\u300c\u65f6\u95f4\u9677\u9631\u300d\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u968f\u7740\u65f6\u95f4\u63a8\u79fb\uff0c\u6570\u636e\u6f02\u79fb\u6216\u6982\u5ff5\u6f02\u79fb\u4f1a\u5bfc\u81f4\u6a21\u578b\u6027\u80fd\u4e0b\u964d\uff0c\u4f46\u73b0\u6709\u6f02\u79fb\u68c0\u6d4b\u65b9\u6cd5\u591a\u5173\u6ce8\u603b\u4f53\u6307\u6807\uff0c\u6216\u9700\u4f9d\u8d56\u6807\u7b7e\u53cd\u9988\u3002\u9ad8\u98ce\u9669\u573a\u666f\u8981\u6c42<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5b9e\u65f6\u3001\u4e2a\u4f53\u7ea7\u522b<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u7684\u4e0d\u786e\u5b9a\u6027\u76d1\u63a7\uff0c\u4ee5\u53ca\u65f6\u53d1\u73b0\u7279\u5b9a\u7528\u6237\u9884\u6d4b\u4f55\u65f6\u4e0d\u518d\u53ef\u9760\u3002\u5728\u7ebf CP \u7b49\u521d\u6b65\u65b9\u6cd5\u867d\u63d0\u4f9b\u6301\u7eed\u6821\u51c6\u673a\u5236\uff0c\u4f46\u5c1a\u5904\u65e9\u671f\u53d1\u5c55\u9636\u6bb5\u3002\u7406\u60f3\u7684\u76d1\u63a7\u6d41\u6c34\u7ebf\u5e94\u7ed3\u5408\u6d41\u6570\u636e\u5206\u6790\u3001\u81ea\u9002\u5e94\u91cd\u6821\u51c6\u548c\u4e0d\u786e\u5b9a\u6027\u9884\u8b66\uff0c\u786e\u4fdd\u51b3\u7b56\u7cfb\u7edf\u5728\u6027\u80fd\u9000\u5316\u524d\u4e3b\u52a8\u62a5\u8b66\u5e76\u8fdb\u884c\u7ea0\u6b63\u3002<\/span><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">6. \u7f3a\u5931\u6570\u636e\u7684\u300c\u7ed3\u6784\u5316\u95ee\u9898\u300d\uff1a<\/span><\/span><span style=\"font-size: 15px\"><span>\u968f\u7740\u5927\u89c4\u6a21\u6570\u636e\u5e93\u7684\u79ef\u7d2f\uff0c\u7ed3\u6784\u5316\u7f3a\u5931<\/span><span>\uff08\u4e0e\u4eba\u7fa4\u7279\u5f81\u6216\u75be\u75c5\u4e25\u91cd\u5ea6\u76f8\u5173\uff09<\/span><span>\u65e5\u76ca\u666e\u904d\u3002\u6807\u51c6 PUQ \u65b9\u6cd5\u5f80\u5f80\u5047\u5b9a\u534f\u53d8\u91cf\u5b8c\u5907\uff0c\u65e0\u4ece\u523b\u753b\u7f3a\u5931\u5e26\u6765\u7684\u9644\u52a0\u4e0d\u786e\u5b9a\u6027\u3002\u53ef\u501f\u52a9\u7f51\u7edc\u5d4c\u5165\u6216\u9ad8\u9636\u7f51\u7edc\u5206\u6790\u7b49\u65b9\u5f0f<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u63ed\u793a\u7f3a\u5931\u6a21\u5f0f\u7684\u51e0\u4f55\u4e0e\u62d3\u6251\u7ed3\u6784<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff0c\u5e76\u636e\u6b64\u5bf9\u9884\u6d4b\u96c6\u8fdb\u884c\u9002\u5f53\u6269\u5c55\uff0c\u65e2\u53cd\u6620\u6570\u636e\u7a00\u758f\u5f15\u8d77\u7684\u4fe1\u5fc3\u6c34\u5e73\u4e0b\u964d\uff0c\u53c8\u80fd\u6807\u793a\u51fa\u56e0\u6570\u636e\u8d2b\u4e4f\u800c\u9762\u4e34\u9ad8\u98ce\u9669\u7684\u5b50\u7fa4\uff0c\u4e3a\u540e\u7eed\u7684\u586b\u8865\u6216\u9488\u5bf9\u6027\u91c7\u6837\u63d0\u4f9b\u6307\u5f15\u3002<\/span><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong style=\"font-size: 15px\"><span><span>7. \u516c\u5e73\u6027\u56f0\u5883\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u8bad\u7ec3\u6570\u636e\u4e2d\u5f31\u52bf\u7fa4\u4f53\u6837\u672c\u7a00\u5c11\uff0c\u5c06\u5bfc\u81f4\u8be5\u7fa4\u4f53\u5728\u6a21\u578b\u62df\u5408\u548c\u53c2\u6570\u4f30\u8ba1\u65f6\u5b58\u5728\u66f4\u9ad8\u7684\u7cfb\u7edf\u6027\u4e0d\u786e\u5b9a\u6027\u3002PUQ \u6846\u67b6<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u5fc5\u987b\u786e\u4fdd\u4e0d\u786e\u5b9a\u6027\u5ea6\u91cf\u4e0d\u4f1a\u8fdb\u4e00\u6b65\u52a0\u5267\u793e\u4f1a\u4e0d\u5e73\u7b49<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff0c\u53cd\u800c\u80fd\u4e3b\u52a8\u68c0\u6d4b\u5e76\u7ea0\u6b63\u56e0\u4eba\u7fa4\u4ee3\u8868\u6027\u4e0d\u8db3\u5e26\u6765\u7684\u504f\u5dee\u3002\u53ef\u901a\u8fc7\u5206\u5c42\u5efa\u6a21\u3001\u76ee\u6807\u6570\u636e\u8865\u91c7\u548c\u4e0d\u786e\u5b9a\u6027\u62a5\u544a\u673a\u5236\uff0c\u660e\u786e\u5f31\u52bf\u7fa4\u4f53\u7684\u9ad8\u98ce\u9669\u533a\u95f4\uff0c\u4ece\u800c\u4e3a\u516c\u5e73\u5408\u89c4<\/span><span>\uff08\u5982\u9075\u5faa\u6b27\u76df AI \u6cd5\u6848\uff09<\/span><span>\u63d0\u4f9b\u6280\u672f\u652f\u6301\u3002<\/span><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px\"><strong style=\"font-size: 15px\"><span><span>8. \u751f\u6210\u5f0fAI\u7684\u300c\u786e\u5b9a\u6027\u5e7b\u89c9\u300d\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u751f\u6210\u6a21\u578b\u8f93\u51fa<\/span><span>\uff08\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\uff09<\/span><span>\u7ef4\u5ea6\u6781\u9ad8\uff0c\u4e14\u5e38\u5e38\u7f3a\u4e4f\u81ea\u7136\u7684\u533a\u95f4\u8868\u793a\u65b9\u5f0f\u3002\u4e0d\u540c\u5e94\u7528\u573a\u666f\u5bf9\u4e0d\u786e\u5b9a\u6027\u7684\u5bb9\u5fcd\u5ea6\u4e5f\u5927\u76f8\u5f84\u5ead\uff1a<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u521b\u610f\u9886\u57df\u53ef\u80fd\u504f\u597d\u591a\u6837\u6027\uff08\u9ad8\u65b9\u5dee\uff09\uff0c\u800c\u533b\u5b66\u6216\u6cd5\u5f8b\u573a\u666f\u5219\u8981\u6c42\u4e25\u683c\u51c6\u786e<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002PUQ \u5728\u6b64\u9886\u57df\u9700\u9996\u5148\u8bc6\u522b\u51fa\u5177\u6709\u8bed\u4e49\u610f\u4e49\u7684\u751f\u6210\u5185\u5bb9\u7279\u5f81<\/span><span>\uff08\u5982\u4e8b\u5b9e\u6027\u65ad\u8a00 vs. \u98ce\u683c\u5143\u7d20\uff09<\/span><span>\uff0c\u5e76\u5bf9\u6bcf\u4e00\u7279\u5f81\u8d4b\u4e88\u76f8\u5e94\u7f6e\u4fe1\u8303\u56f4\u3002\u672a\u6765\u7814\u7a76\u5e94\u5728\u7b26\u5408\u6027\u9884\u6d4b\u601d\u8def\u57fa\u7840\u4e0a\uff0c\u6269\u5c55\u81f3\u7ed3\u6784\u5316\u3001\u5e8f\u5217\u5316\u6216\u6d41\u5f62\u5316\u8f93\u51fa\uff0c\u4ee5\u6784\u5efa\u9002\u7528\u4e8e\u751f\u6210\u5f0f AI \u7684\u4e2a\u6027\u5316\u4e0d\u786e\u5b9a\u6027\u5ea6\u91cf\u65b9\u6cd5\u3002<\/span><\/span><\/p>\n<section><span><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.40110192837465564\" data-type=\"png\" data-w=\"1815\" data-width=\"1815\" data-height=\"728\" data-imgfileid=\"100229008\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-1873029dc728d1663f13647fe4f74366.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><span style=\"font-size: 13px\" data-mpa-action-id=\"macfriq11gs\" data-pm-slice=\"0 0 []\"><span>\u56fe 2.PUQ\u9762\u4e34\u7684\u4e3b\u8981\u6311\u6218\uff1a\u4ece\u7ecf\u5178\u9884\u6d4b\u4efb\u52a1\u5230\u65b0\u5174\u5e94\u7528\u573a\u666f\u3002<\/span><\/span><\/p>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span><br \/><\/span><\/h4>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h4>\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\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/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\"><span>\u7ed3\u8bed<\/span><\/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\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/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\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6587\u7ae0\u5f3a\u8c03\uff0cPUQ\u7684\u4ef7\u503c\u4e0d\u4ec5\u5728\u4e8e\u6280\u672f\u7a81\u7834\uff0c\u66f4\u9700\u8f6c\u5316\u4e3a\u7528\u6237\u53ef\u611f\u77e5\u7684\u4ea4\u4e92\u8bbe\u8ba1\u3002\u4f8b\u5982\uff0c\u533b\u7597AI\u754c\u9762\u53ef\u7528\u201c\u6e29\u5ea6\u6761\u201d\u663e\u793a\u98ce\u9669\u7f6e\u4fe1\u5ea6\uff0c\u7ea2\u8272\u9ad8\u4eae\u4f4e\u786e\u5b9a\u6027\u5efa\u8bae\uff0c\u4f9b\u533b\u751f\u4e8c\u6b21\u5ba1\u6838\uff1b\u53f8\u6cd5\u7cfb\u7edf\u5219\u9700\u907f\u514d\u76f4\u63a5\u7528\u6570\u503c\u5448\u73b0\u201c\u72af\u7f6a\u6982\u7387\u201d\uff0c\u8f6c\u800c\u63d0\u4f9b\u98ce\u9669\u7b49\u7ea7\u4e0e\u6cd5\u5f8b\u4f9d\u636e\u3002\u5982\u4f55\u5e73\u8861\u4e0d\u786e\u5b9a\u6027\u4f20\u8fbe\u7684\u900f\u660e\u6027\u4e0e\u51b3\u7b56\u6548\u7387\uff0c\u4e0d\u4ec5\u9700\u8981AI\u5de5\u4f5c\u8005\u7684\u52aa\u529b\uff0c\u4e5f\u9700\u8981\u793e\u4f1a\u591a\u65b9\u5171\u540c\u53c2\u4e0e\u732e\u7b56\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-bottom: 0px;letter-spacing: 0.578px\">\n<section>\n<section>\n<section data-tools=\"135\u7f16\u8f91\u5668\" data-id=\"88077\">\n<section style=\"margin-right: auto;margin-left: auto;padding-top: 15px\">\n<section style=\"margin-bottom: -14px;justify-content: flex-end\">\n<section style=\"margin-top: -14px;width: 5px;height: 5px;border-right: none;border-top: none;overflow: hidden\"><span><br \/><\/span><\/section>\n<\/section>\n<section data-width=\"100%\" style=\"margin-right: auto;margin-left: auto;width: 578px;border-width: 1px;border-style: solid\">\n<section style=\"padding: 3px\">\n<section style=\"padding: 10px;border-width: 1px;border-style: solid\">\n<section style=\"font-size: 15px;letter-spacing: 1.5px;line-height: 25px\">\n<p style=\"vertical-align: inherit;margin-bottom: 8px\"><span style=\"letter-spacing: 0.578px\"><span><span>\u96c6\u667a\u4ff1\u4e50\u90e8\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u8bfb\u4e66\u4f1a\u4e2d\uff0c\u5bc6\u897f\u6839\u5927\u5b66\u535a\u58eb\u7814\u7a76\u751f\u8c22\u96e8\u6850\u5206\u4eab\u4e86\u201cAI\u5982\u4f55\u7406\u89e3\u6211\u4eec\uff1f\u6211\u4eec\u5982\u4f55\u4fe1\u4efbAI\uff1f\u201d\u805a\u7126\u4e24\u4e2a\u4ee3\u8868\u6027\u7684\u7814\u7a76\u9879\u76ee\uff1a\u4e00\u4e2a\u662f\u53d1\u8868\u5728\u9876\u7ea7\u671f\u520aPNAS\u4e0a\u7684\u201cAI\u804a\u5929\u673a\u5668\u4eba\u4e0e\u4eba\u7c7b\u884c\u4e3a\u7684\u76f8\u4f3c\u6027\u56fe\u7075\u6d4b\u8bd5\u201d\uff08A Turing test of whether AI chatbots are behaviorally similar to humans\uff09\uff0c\u53e6\u4e00\u4e2a\u662f\u53d1\u8868\u5728The ACM Web Conference\u4e0a\u7684\u201c\u56fe\u50cf\u751f\u6210AI\u4e2d\u7684\u63d0\u793a\u8bcd\u5206\u6790\u201d\uff08A Prompt Log Analysis of Text-to-Image Generation Systems\uff09\u8fdb\u884c\u5206\u4eab\u3002\u611f\u5174\u8da3\u7684\u53ef\u4ee5\u626b\u7801\u67e5\u770b\u89c6\u9891\u56de\u653e<\/span><span>\ud83d\udc47<\/span><\/span><\/span><\/p>\n<\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-type=\"png\" data-w=\"1920\" data-width=\"1920\" data-height=\"1080\" data-imgfileid=\"100229009\" src=\"\/wp-content\/uploads\/2025\/05\/wxsync-2025-05-34400f71fea8f4f2e5c0e68741af1359.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247687190&amp;idx=2&amp;sn=86a77033a64829d8a3258ff75f20ca28&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">AI\u5982\u4f55\u7406\u89e3\u6211\u4eec\uff1f\u6211\u4eec\u5982\u4f55\u4fe1\u4efbAI\uff1f\u4e28\u5468\u65e5\u76f4\u64ad\u00b7AI+Social Science\u8bfb\u4e66\u4f1a<\/a><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-top: -5px;width: 5px;height: 5px;border-left: none;border-bottom: none;overflow: hidden\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<p style=\"vertical-align: inherit\"><span><br \/><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;line-height: 1.75em;text-align: right\" data-pm-slice=\"0 0 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: right;font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px\"><span>\u5f6d\u6668<\/span><\/span><strong style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: right;font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span>&nbsp;<\/span><\/span><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><span>| \u7f16\u8bd1<\/span><\/span><\/strong><\/span><\/strong><\/p>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/section>\n<section style=\"margin: 0px 0px 5px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\" data-pm-slice=\"0 0 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 16px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 16px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/strong><\/span><\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;text-align: center;justify-content: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin: 0px 0px -15px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 10px;max-width: 100%;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u5927\u6a21\u578b\u5b89\u5168\u4e0e\u5bf9\u9f50\u8bfb\u4e66\u4f1a<\/span><\/strong><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 1.75em;text-align: center\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;letter-spacing: 0.578px;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u5927\u6a21\u578b\u7684\u72c2\u98d9\u7a81\u8fdb\u5524\u9192\u4e86\u4eba\u4eec\u5bf9AI\u6280\u672f\u7684\u70ed\u60c5\u548c\u61a7\u61ac\uff0c\u4e5f\u5f15\u53d1\u4e86\u5bf9AI\u6280\u672f\u672c\u8eab\u5b58\u5728\u7684\u793e\u4f1a\u4f26\u7406\u98ce\u9669\u53ca\u5176\u5bf9\u4eba\u7c7b\u751f\u5b58\u6784\u6210\u7684\u6f5c\u5728\u5a01\u80c1\u7684\u666e\u904d\u62c5\u5fe7\u3002\u5728\u6b64\u80cc\u666f\u4e0b\uff0cAI\u5b89\u5168\u4e0e\u5bf9\u9f50\u5f97\u5230\u5e7f\u6cdb\u5173\u6ce8\uff0c\u8fd9\u662f\u4e00\u4e2a\u81f4\u529b\u4e8e\u8ba9AI\u9020\u798f\u4eba\u7c7b\uff0c\u907f\u514dAI\u6a21\u578b\u5931\u63a7\u6216\u88ab\u6ee5\u7528\u800c\u5bfc\u81f4\u707e\u96be\u6027\u540e\u679c\u7684\u7814\u7a76\u65b9\u5411\u3002\u96c6\u667a\u4ff1\u4e50\u90e8\u548c\u5b89\u8fdcAI\u8054\u5408\u4e3e\u529e<a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247679496&amp;idx=1&amp;sn=2f889356c9fcf6fb460dcd87f05036af&amp;chksm=e8996485dfeeed937ca8c59e909b6c991d2ff1cbd132117a91bf54acf9e6205bd0ab2a9e4fb2&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300c\u5927\u6a21\u578b\u5b89\u5168\u4e0e\u5bf9\u9f50\u300d\u8bfb\u4e66\u4f1a<\/a>\uff0c\u7531\u591a\u4f4d\u6d77\u5185\u5916\u4e00\u7ebf\u7814\u7a76\u8005\u8054\u5408\u53d1\u8d77\uff0c\u65e8\u5728\u6df1\u5165\u63a2\u8ba8AI\u5b89\u5168\u4e0e\u5bf9\u9f50\u6240\u6d89\u53ca\u7684\u6838\u5fc3\u6280\u672f\u3001\u7406\u8bba\u67b6\u6784\u3001\u89e3\u51b3\u8def\u5f84\u4ee5\u53ca\u5b89\u5168\u6cbb\u7406\u7b49\u4ea4\u53c9\u8bfe\u9898\u3002<\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px;letter-spacing: 0.544px;, Arial, sans-serif\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\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><\/span><\/p>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 1.75em;text-align: center\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247679496&amp;idx=1&amp;sn=2f889356c9fcf6fb460dcd87f05036af&amp;chksm=e8996485dfeeed937ca8c59e909b6c991d2ff1cbd132117a91bf54acf9e6205bd0ab2a9e4fb2&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span style=\"margin:0px;padding:0px;max-width:100%;vertical-align:bottom;overflow:hidden;width:100%\" class=\"js_jump_icon h5_image_link\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.5714285714285714\" data-type=\"jpeg\" data-w=\"1050\" style=\"margin: 0px;padding: 0px;border: 0px;max-width: 100%;vertical-align: bottom;height: auto !important;width: 661px !important\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"321\" data-backw=\"562\" data-backh=\"321\" data-imgfileid=\"100203800\" src=\"\" \/><\/span><\/a><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.578px;text-decoration: underline\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247679496&amp;idx=1&amp;sn=2f889356c9fcf6fb460dcd87f05036af&amp;chksm=e8996485dfeeed937ca8c59e909b6c991d2ff1cbd132117a91bf54acf9e6205bd0ab2a9e4fb2&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">2024\u5f00\u5e74\u8bfb\u4e66\u4f1a\uff1aAI\u5b89\u5168\u4e0e\u5bf9\u9f50\u2014\u2014\u5e94\u5bf9\u524d\u6cbfAI\u5931\u63a7\u4e0e\u6ee5\u7528\u7684\u6280\u672f\u8def\u7ebf<\/a><\/span><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/section>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;line-height: 1.75em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span><br \/><\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><strong style=\"letter-spacing: 0.544px;font-size: 16px;text-align: center;, Arial, sans-serif\"><strong style=\"text-align: left;font-family: PingFangSC-light;letter-spacing: 0.544px\"><span style=\"font-size: 15px;letter-spacing: 0.544px\"><span>\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><span>1.&nbsp;<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247682271&amp;idx=3&amp;sn=4573ff5b44d3d211fe28d4390d7635fd&amp;scene=21#wechat_redirect\" data-itemshowtype=\"11\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">AI\u5bf9\u9f50\u662f\u63a7\u5236\u8bba\u8fd8\u662f\u535a\u5f08\u8bba\uff1f<\/span><\/a><\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>2.&nbsp;<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247679853&amp;idx=1&amp;sn=1ea872fcd9ba2bf1bd5ac217484d0a3b&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u5927\u6a21\u578b\u5b89\u5168\u4e0e\u5bf9\u9f50\uff1a\u590d\u6742\u7cfb\u7edf\u89c6\u89d2\u4e0b\u7684AI\u5b89\u5168<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong style=\"letter-spacing: 0.544px\"><span><br \/><\/span><\/strong><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span>3.&nbsp;<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247677327&amp;idx=2&amp;sn=a7bc9861fce673708e659807bf8ff325&amp;scene=21#wechat_redirect\" data-itemshowtype=\"11\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u4e07\u5b57\u957f\u6587\u8be6\u89e3\uff1a\u5927\u6a21\u578b\u65f6\u4ee3AI\u4ef7\u503c\u5bf9\u9f50\u7684\u95ee\u9898\u3001\u5bf9\u7b56\u548c\u5c55\u671b<\/span><\/a><\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><\/strong><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\" data-pm-slice=\"0 0 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">4.&nbsp;<\/span><\/strong><\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710871&amp;idx=1&amp;sn=f572fc0ff9abbc6b32185b835ed39122&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u6d8c\u73b0\u52a8\u529b\u5b66\u5982\u4f55\u7528\u6765\u5206\u6790\u590d\u6742\u7cfb\u7edf\uff1f | \u65b0\u8bfe\u4e0a\u7ebf<\/a><\/span><\/strong><\/strong><\/span><\/section>\n<section style=\"margin: 0px 8px 8px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">5.&nbsp;<\/span><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710722&amp;idx=1&amp;sn=1525450b1cd21fb737953390f8efe8ec&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">AI\u65f6\u4ee3\u7684\u5b66\u4e60\uff1a\u5171\u63a2\u4eba\u7c7b\u5b66\u4e60\u7684\u590d\u6742\u6027<\/span><\/a><\/span><\/strong><\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">6.&nbsp;<\/span><\/strong><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-decoration: underline\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><a style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247710237&amp;idx=3&amp;sn=58ef1bd72e608f0778d03e8f271520c6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u63a2\u7d22\u8005\u8ba1\u5212 | \u96c6\u667a\u4ff1\u4e50\u90e82025\u5185\u5bb9\u56e2\u961f\u62db\u52df\uff08\u5168\u804c&amp;\u517c\u804c\uff09<\/a><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span><br \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em\"><span style=\", Arial, sans-serif;font-size: 15px;letter-spacing: 0.578px;text-indent: 0em\"><span><br \/><\/span><\/span><\/p>\n<section style=\"margin-bottom: 0px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 2em;margin-left: 0px;margin-right: 0px\"><span style=\"text-indent: 0em;font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left\"><span>\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981 \u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u5de5\u5177\u8d8a\u6765\u8d8a\u591a\u5730\u88ab\u7528\u4e8e\u5e2e\u52a9\u5bf9\u4e2a\u4eba\u505a\u51fa\u91cd\u5927\u51b3\u7b56\u3002\u867d\u7136 AI \u6a21\u578b\u5728\u603b\u4f53\u4e0a\u53ef\u80fd\u51c6\u786e\uff0c\u4f46\u5b83\u4eec\u5bf9\u4e8e\u7279\u5b9a\u4e2a\u4eba\u6216\u4e2a\u4f53\u5c42\u9762\u76f8\u5173\u7684\u7ed3\u679c\u53ef\u80fd\u540c\u65f6\u5177\u6709\u9ad8\u5ea6\u4e0d\u786e\u5b9a\u6027\u3002\u5bf9\u4e8e\u9ad8\u98ce\u9669\u5e94\u7528\uff08\u5982\u533b\u7597\u4fdd\u5065\u548c\u533b\u5b66\u3001\u56fd\u9632\u548c\u5b89\u5168\u3001\u94f6\u884c\u548c\u91d1\u878d\uff09\uff0cAI \u51b3\u7b56\u652f\u6301\u7cfb\u7edf\u5fc5\u987b\u80fd\u591f\u4ee5\u4e25\u8c28\u7684\u65b9\u5f0f\u5bf9\u4e0d\u786e\u5b9a\u6027\u8fdb\u884c\u4e2a\u6027\u5316\u8bc4\u4f30\u3002\u7136\u800c\uff0c\u76ee\u524d\u7528&#8230;<\/p>\n","protected":false},"author":1,"featured_media":59396,"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\/59407"}],"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"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=59407"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/59407\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/59396"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=59407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=59407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=59407"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=59407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}