{"id":62011,"date":"2025-07-13T15:59:14","date_gmt":"2025-07-13T07:59:14","guid":{"rendered":"https:\/\/swarma.org\/?p=62011"},"modified":"2025-07-13T15:59:14","modified_gmt":"2025-07-13T07:59:14","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e9%87%8d%e5%a1%91%e4%b8%8b%e7%9a%84agent%e5%bb%ba%e6%a8%a1%e3%80%81%e4%bb%bf%e7%9c%9f%e4%b8%8e%e8%ae%a1%e7%ae%97%e5%ae%9e%e9%aa%8c%e6%a1%86%e6%9e%b6%e4%b8%a8%e3%80%8c","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=62011","title":{"rendered":"\u5927\u6a21\u578b\u91cd\u5851\u4e0b\u7684Agent\u5efa\u6a21\u3001\u4eff\u771f\u4e0e\u8ba1\u7b97\u5b9e\u9a8c\u6846\u67b6\u4e28\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u300d\u8bfb\u4e66\u4f1a\u00b7\u5468\u4e00\u76f4\u64ad"},"content":{"rendered":"<div class='wxsyncmain'>\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\" style=\"margin: 0px 0px 24px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 17px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: right\">\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\" style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-family: PingFangSC-light;font-size: 15px\">\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=\"325\" data-backw=\"578\" data-height=\"478\" data-imgfileid=\"100233145\" data-ratio=\"0.5623529411764706\" data-type=\"jpeg\" data-w=\"850\" data-width=\"850\" style=\"width: 100%;height: auto !important\" 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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-fileid=\"100098753\" data-imgfileid=\"100227057\" 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\" src=\"\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-backh=\"999\" 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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>\u5206\u4eab\u7b80\u4ecb<\/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><span>\u672c\u6b21\u5206\u4eab\u5c06\u56f4\u7ed5<\/span><\/span><strong><span><span>\u201c\u8ba1\u7b97\u5b9e\u9a8c\u6846\u67b6\u201d<\/span><\/span><\/strong><span><span>\u8fd9\u4e00\u6838\u5fc3\u65b9\u6cd5\u8bba\uff0c\u4eceABM\u57fa\u7840\u5230\u524d\u6cbf\u5e94\u7528\uff0c\u6784\u5efa\u8ba4\u77e5\u590d\u6742\u7cfb\u7edf\u7684\u65b0\u8303\u5f0f\u2014\u2014\u8ba1\u7b97\u5b9e\u9a8c\uff0c\u65e8\u5728\u4e3a\u60a8\u6784\u5efa\u4e00\u4e2a\u7cfb\u7edf\u3001\u524d\u6cbf\u3001\u843d\u5730\u7684\u77e5\u8bc6\u56fe\u8c31\u548c\u5b9e\u8df5\u8def\u7ebf\u3002<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><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>\u5206\u4eab\u5927\u7eb2<\/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: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e00\u3001ABM\u4e0e\u8ba1\u7b97\u5b9e\u9a8c\u57fa\u7840\u6846\u67b6\uff1a\u4ece\u8d77\u6e90\u5230\u878d\u5408\u7684\u77e5\u8bc6\u4f53\u7cfb\u5168\u666f\u89e3\u6790<\/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\"><span style=\"font-size: 15px\"><strong><span><span>\u7cfb\u7edf\u68b3\u7406ABM\u6838\u5fc3\u6982\u5ff5<\/span><\/span><\/strong><span><span>\uff1a\u4ece\u590d\u6742\u7cfb\u7edf\u57fa\u7840\u7406\u8bba\u51fa\u53d1\uff0c\u89e3\u6784Agent\u3001\u73af\u5883\u3001\u4ea4\u4e92\u3001\u6d8c\u73b0\u7b49\u6838\u5fc3\u8981\u7d20\uff1b<\/span><\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>ABM\u5efa\u6a21\u8303\u5f0f\u7684\u6f14\u8fdb<\/span><\/span><\/strong><span><span>\uff1a\u56de\u987e\u7ecf\u5178ABM\uff08\u89c4\u5219\u9a71\u52a8\uff09\uff0c\u5c55\u671b\u878d\u5408\u5927\u6a21\u578b\u7684\u8ba4\u77e5ABM\uff08LLM-Agents\uff09\u7684\u8303\u5f0f\u53d8\u9769\uff1b<\/span><\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u8ba1\u7b97\u5b9e\u9a8c\u65b9\u6cd5\u8bba<\/span><\/span><\/strong><span><span>\uff1a\u6df1\u5ea6\u9610\u91ca\u8ba1\u7b97\u5b9e\u9a8c\u4f5c\u4e3a\u4e00\u79cd\u65b0\u79d1\u5b66\u8303\u5f0f\u7684\u7406\u8bba\u4f9d\u636e\u3001\u8bbe\u8ba1\u539f\u5219\uff08\u53ef\u91cd\u590d\u6027\u3001\u53ef\u63a7\u6027\u3001\u654f\u611f\u6027\u5206\u6790\u3001\u9c81\u68d2\u6027\u68c0\u9a8c\uff09\u4e0e\u5b9e\u65bd\u6d41\u7a0b\uff1b<\/span><\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>ABM\u81f3\u8ba1\u7b97\u5b9e\u9a8c\u7684\u81ea\u7136\u8dc3\u5347<\/span><\/span><\/strong><span><span>\uff1a\u9610\u660e\u8ba1\u7b97\u5b9e\u9a8c\u5982\u4f55\u57fa\u4e8eABM\u63d0\u4f9b\u4e25\u683c\u7684\u5206\u6790\u9a8c\u8bc1\u6846\u67b6\uff0c\u652f\u6491\u79d1\u5b66\u7684\u6a21\u578b\u63a2\u7d22\u3001\u9a8c\u8bc1\u548c\u7406\u8bba\u6784\u5efa\uff0c\u5b9e\u73b0\u4ece\u6a21\u62df\u5230\u5b9e\u9a8c\u7684\u8dc3\u5347\u3002<\/span><\/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: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e8c\u3001\u76f4\u9762\u6311\u6218\uff1aABM\u7684\u4e09\u5927\u6838\u5fc3\u6311\u6218\u4e0e\u53d8\u9769\u6027\u53d1\u5c55\u8def\u7ebf<\/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\"><span style=\"font-size: 15px\"><strong><span><span>\u5982\u4f55\u4ece\u73b0\u5b9e\u4e16\u754c\u6620\u5c04\u5230\u865a\u62df\u4e16\u754c\uff1f<\/span><\/span><\/strong><span><span>LLM Agent\u548c\u4eba\u7c7b\u5927\u8111\u7684\u5bf9\u9f50\uff0c\u5305\u62ec\u5fc3\u7406\uff0c\u60c5\u7eea\u3001\u8bb0\u5fc6\u3001\u76ee\u6807\u7b49\uff0c\u4ee5\u53ca\u9762\u5411\u7279\u5b9a\u9886\u57df\u573a\u666f\uff0c\u5b9e\u73b0\u9886\u57df\u77e5\u8bc6\u548c\u6570\u636e\u4e0eAgent\u6a21\u578b\u7684\u5bf9\u63a5\uff1b<\/span><\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u5982\u4f55\u5728\u865a\u62df\u4e16\u754c\u4e2d\u8fdb\u884c\u56e0\u679c\u63a8\u7406\uff1f<\/span><\/span><\/strong><span><span>\u901a\u8fc7\u53cd\u4e8b\u5b9e\u5b9e\u9a8c\u6784\u5efa\u51fa\u865a\u62df\u4e16\u754c\u7684\u56e0\u679c\u6a21\u578b\uff0c\u4ee5\u53ca\u901a\u8fc7\u673a\u5236\u5206\u6790\u5b9e\u73b0\u5fae\u89c2\u884c\u4e3a\u4e0e\u5b8f\u89c2\u6d8c\u73b0\u7684\u5173\u8054\uff1b<\/span><\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u5982\u4f55\u8ba9\u865a\u62df\u4e16\u754c\u5bf9\u73b0\u5b9e\u8d4b\u80fd\uff1f<\/span><\/span><\/strong><span><span>\u63d0\u9ad8ABM\u4e0e\u6240\u8981\u63cf\u8ff0\u73b0\u5b9e\u4e16\u754c\u673a\u5236\u4e4b\u95f4\u7684\u201c\u5e73\u884c\u5ea6\u201d\uff0c\u4ee5\u53ca\u63a2\u8ba8\u5927\u89c4\u6a21Agent\u4eff\u771f\u65f6\u7684\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u65b9\u6848\uff1b<\/span><\/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: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e09\u3001\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\uff1a\u8ba1\u7b97\u5b9e\u9a8c\u652f\u6491\u5e73\u53f0\uff1a\u8d4b\u80fd\u62bd\u8c61Agent\u5efa\u6a21\u8fc8\u5411\u771f\u5b9e\u793e\u4f1a\u5e94\u7528<\/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\"><span style=\"font-size: 15px\"><strong><span><span>\u5e73\u53f0\u5316\u80fd\u529b\u7684\u5fc5\u8981\u6027<\/span><\/span><\/strong><span><span>\uff1a\u7406\u89e3\u5148\u8fdb\u7684\u8ba1\u7b97\u5b9e\u9a8c\u5e73\u53f0\u5982\u4f55\u89e3\u51b3\u6a21\u578b\u5f00\u53d1\u96be\u3001\u573a\u666f\u6784\u5efa\u6162\u3001\u53c2\u6570\u63a2\u7d22\u7e41\u3001\u7ed3\u679c\u5206\u6790\u6d45\u3001\u90e8\u7f72\u5e94\u7528\u5f31\u7b49\u75db\u70b9\u3002<\/span><\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u8ba1\u7b97\u5b9e\u9a8c\u5e73\u53f0\u67b6\u6784\u5256\u6790<\/span><\/span><\/strong><span><span>\uff1a<\/span><\/span><\/span><\/p>\n<\/li>\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\"><span style=\"font-size: 15px\"><span>\u53ef\u89c6\u5316\u5efa\u6a21\u73af\u5883\uff1a\u63d0\u4f9b\u76f4\u89c2\u7684\u56fe\u5f62\u754c\u9762\uff0c\u52a0\u901f\u590d\u6742ABM\u7684\u6784\u5efa\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u7075\u6d3b\u7684\u5b9e\u9a8c\u7ba1\u7406\u5de5\u5177\uff1a\u652f\u6301\u81ea\u52a8\u5316\u53c2\u6570\u7a7a\u95f4\u63a2\u7d22\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u5b9e\u9a8c\u6267\u884c\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316\uff1a\u6df1\u5165\u6316\u6398\u4eff\u771f\u7ed3\u679c\uff0c\u8bc6\u522b\u6a21\u5f0f\u3001\u8bc4\u4f30\u6307\u6807\u3001\u5448\u73b0\u6d8c\u73b0\u73b0\u8c61\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>API\u63a5\u53e3\u4e0e\u5e94\u7528\u96c6\u6210\uff1a\u6253\u901a\u4e0e\u4f01\u4e1a\u51b3\u7b56\u7cfb\u7edf\u3001\u7269\u8054\u7f51\u5e73\u53f0\u3001\u6570\u5b57\u5b6a\u751f\u73af\u5883\u7684\u5bf9\u63a5\u901a\u9053\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5e94\u7528\u573a\u666f\u843d\u5730\u89e3\u6790\uff1a\u7ed3\u5408\u667a\u6167\u57ce\u5e02\u9a91\u624b\u5185\u5377\u3001\u5927\u56fd\u535a\u5f08\u63a8\u6f14\u3001\u57ce\u5e02\u5185\u6d9d\u5e94\u6025\u7ba1\u7406\u4e0e\u653f\u7b56\u8bc4\u4f30\u7b49\u771f\u5b9e\u6848\u4f8b\uff0c\u6df1\u5ea6\u5256\u6790\u8ba1\u7b97\u5b9e\u9a8c\u5e73\u53f0\u5982\u4f55\u9a71\u52a8\u62bd\u8c61\u6a21\u578b\u8f6c\u5316\u4e3a\u5b9e\u9645\u51b3\u7b56\u652f\u6301\u548c\u89e3\u51b3\u65b9\u6848\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<\/ul>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h3>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span><br \/><\/span><\/h3>\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>\u53c2\u8003\u9605\u8bfb<\/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>\u859b\u9704\uff0c\u590d\u6742\u7cfb\u7edf\u7684\u8ba1\u7b97\u5b9e\u9a8c\u65b9\u6cd5\uff1a\u539f\u7406\u3001\u6a21\u578b\u4e0e\u6848\u4f8b\uff0c\u79d1\u5b66\u51fa\u7248\u793e\uff0c2022.<\/span><\/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=\"800\" data-imgfileid=\"100233142\" data-ratio=\"1\" data-type=\"png\" data-w=\"800\" data-width=\"800\" style=\"width: 212px;height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-d6047a9d9eb31d7db0fb2d284c1fea8f.png\" \/><\/section>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><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>\u4e3b\u8bb2\u4eba\u4ecb\u7ecd<\/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<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"316\" data-backw=\"562\" data-height=\"1080\" data-imgfileid=\"100233144\" data-ratio=\"0.562962962962963\" data-type=\"jpeg\" data-w=\"1080\" data-width=\"1920\" style=\"width: 100%;height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-dfd64cf67a37faa54e334f0e7ff5e2b2.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u859b\u9704<\/span><span>\uff0c\u5929\u6d25\u5927\u5b66\u667a\u80fd\u4e0e\u8ba1\u7b97\u5b66\u90e8\uff0c\u6559\u6388\u3001\u535a\u5bfc\u3002\u5148\u540e\u83b7\u5f97\u7b2c\u516b\u5c4a\u6768\u5609\u5880\u79d1\u6280\u5956\uff0c2023\u5e74\u5ea6IFAC \u793e\u4f1a\u8ba1\u7b97\u6770\u51fa\u6210\u5c31\u5956\uff0c2023\u5e74 CCF\u670d\u52a1\u8ba1\u7b97\u6770\u51fa\u6210\u5c31\u5956\uff0c\u7701\u79d1\u6280\u521b\u65b0\u6770\u51fa\u9752\u5e74(\u7701\u6770\u9752), \u7701\u9ad8\u6821\u79d1\u6280\u521b\u65b0\u4eba\u624d\uff0c\u7701\u9ad8\u6821\u9752\u5e74\u9aa8\u5e72\u6559\u5e08\uff0c\u7701\u5b66\u672f\u5e26\u5934\u4eba\u7b49\u8363\u8a89\u79f0\u53f7\u3002\u76ee\u524d\u517c\u4efb\uff1a\u5929\u6d25\u5e02\u5065\u5eb7\u4eba\u5c45\u73af\u5883\u4e0e\u667a\u6167\u6280\u672f\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u526f\u4e3b\u4efb\uff1b\u4e2d\u56fd\u81ea\u52a8\u5316\u5b66\u4f1a\u8ba1\u7b97\u793e\u4f1a\u4e0e\u793e\u4f1a\u667a\u80fd\u4e13\u59d4\u4f1a\u526f\u4e3b\u4efb\uff1bIEEE Transactions on Intelligent Vehicles \u7f16\u59d4\uff1bInternational Journal of Crowd Science \u7f16\u59d4\uff1bComplex System Modeling and Simulation\u9752\u5e74\u7f16\u59d4\u3002 \u8fd1\u5e74\u6765\uff0c\u4e3b\u6301\u4e0e\u53c2\u4e0e\u79d1\u7814\u9879\u76ee\u5305\u62ec\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u3001\u56fd\u9632\u7279\u533a\u521b\u65b0\u3001\u56fd\u5bb6\u81ea\u7136\u57fa\u91d1\u91cd\u70b9\u3001\u56fd\u5bb6\u81ea\u7136\u57fa\u91d1\u9762\u4e0a\u3001\u7701\u7ea7\u91cd\u5927\u8bfe\u989830\u591a\u9879\uff1b\u4ee5\u7b2c\u4e00\u4f5c\u8005\u6216\u901a\u4fe1\u4f5c\u8005\u5728IEEE Trans\u7b49\u9876\u7ea7\u671f\u520a\u4e0e\u4f1a\u8bae\u4e0a\u53d1\u8868\u8bba\u658760\u591a\u7bc7\uff0c\u5e76\u83b7\u5f97ICWS 2020\u6700\u4f73\u8bba\u6587\u5956\uff08\u670d\u52a1\u8ba1\u7b97Top 1\u4f1a\u8bae\uff09\uff1b2021\u5e74\u8ba1\u7b97\u673a\u7814\u7a76\u4e0e\u53d1\u5c55 Top10 \u9ad8\u88ab\u5f15\u8bba\u6587\uff1b\u51fa\u7248\u8457\u4f5c\u300a\u590d\u6742\u7cfb\u7edf\u7684\u8ba1\u7b97\u5b9e\u9a8c\u65b9\u6cd5\u300b\uff0c\u662f\u56fd\u5185\u7b2c\u4e00\u672c\u5bf9\u8ba1\u7b97\u5b9e\u9a8c\u65b9\u6cd5\u8fdb\u884c\u7cfb\u7edf\u5316\u68b3\u7406\u7684\u4e13\u8457\uff1b\u83b72023\u5e74\u5ea6IFAC TC Award for Outstanding Achievement in Social Computing and CPSS\u3002\u83b7\u7701\u81ea\u7136\u79d1\u5b66\u4e8c\u7b49\u59562\u9879\uff08\u5747\u6392\u540d\u7b2c\u4e00\uff09\u3001\u7701\u51b3\u7b56\u6210\u679c\u4e8c\u7b49\u59561\u9879\uff08\u6392\u540d\u7b2c\u4e00\uff09\u3001\u7701\u4f18\u79c0\u5b66\u672f\u8457\u4f5c\u4e00\u7b49\u59561\u9879\uff08\u72ec\u8457\uff09\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\"><span>\u7814\u7a76\u65b9\u5411\uff1a\u670d\u52a1\u8ba1\u7b97\u3001\u8ba1\u7b97\u5b9e\u9a8c\u3001AI Agent\u3001\u7fa4\u4f53\u667a\u80fd\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\" data-pm-slice=\"2 3 []\"><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\"><br \/><\/span><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><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>\u53c2\u4e0e\u65b9\u5f0f<\/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\"><strong style=\"font-size: 15px\"><span><span>\u53c2\u4e0e\u65f6\u95f4<\/span><\/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>2025\u5e747\u670814\u65e5\uff08\u5468\u4e00\uff09\u665a\u4e0a19:30-21:30<\/span><\/span><\/p>\n<section class=\"channels_iframe_wrp\"><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span style=\"font-weight: bold\">\u62a5\u540d\u52a0\u5165\u793e\u7fa4\u4ea4\u6d41<\/span><\/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=\"100233143\" data-ratio=\"1\" data-type=\"png\" data-w=\"400\" data-width=\"400\" style=\"width: 179px;height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-84ed7924aefe4b29e9ce3a931efb1d97.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=\"mcymsusjzey\" data-pm-slice=\"0 0 []\"><span>https:\/\/pattern.swarma.org\/study_group_issue\/922?from=wechat<\/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<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><span>\u626b\u7801\u53c2\u4e0e<\/span><a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247714610&amp;idx=1&amp;sn=d93fce534b3dc108b690e9ecfe143e57&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span>\u300c<\/span><span style=\"text-decoration: underline\">\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u300d\u8bfb\u4e66\u4f1a<\/span><\/a><span>\uff0c\uff0c\u52a0\u5165\u793e\u7fa4\uff0c\u83b7\u53d6\u7cfb\u5217\u8bfb\u4e66\u4f1a\u6c38\u4e45\u56de\u770b\u6743\u9650\uff0c\u4e0e\u793e\u533a\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\u6c9f\u901a\u4ea4\u6d41\uff0c\u5171\u540c\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u672a\u6765\u4eba\u5de5\u793e\u4f1a\u56fe\u666f\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<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\" data-pm-slice=\"2 7 []\"><span style=\"font-size: 15px\"><br \/><\/span><\/h3>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span><br \/><\/span><\/h3>\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>\u859b\u9704\u5b9e\u9a8c\u5ba43\u7bc7\u8bba\u6587\u88abICWS2025\u5f55\u7528<\/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-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>\u8fd1\u65e5\uff0c\u5929\u6d25\u5927\u5b66AI Agent\u5efa\u6a21\u4eff\u771f\u5b9e\u9a8c\u5ba41\u7bc7\u957f\u6587\u548c2\u7bc7\u77ed\u6587\u88abICWS 2025\u5f55\u7528\u3002\u5176\u4e2d\uff0c\u5f55\u7528\u7684Regular Paper\u957f\u6587\u201cScenario Generator Design Method for Service Ecosystem Governance driven by LLM &#8211; empowered Agents Simulation\u201d\u83b7\u5f97\u4e86\u672c\u6b21\u5b66\u672f\u4f1a\u8bae\u6700\u4f73\u8bba\u6587\u5956\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<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.49722222222222223\" data-w=\"1080\" style=\"height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-abb08135afb7ec6b2c441dbe476f0dc9.png\" \/><\/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><span style=\"font-size:15px\">IEEE ICWS(IEEE International Conference on Web Services)\u662fIEEE\u670d\u52a1\u5927\u4f1a\uff08IEEE SERVICES Congress\uff09\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u7531IEEE\u670d\u52a1\u8ba1\u7b97\u6280\u672f\u59d4\u5458\u4f1a\u53d1\u8d77\uff0c\u662f\u76ee\u524d\u670d\u52a1\u8ba1\u7b97\u9886\u57df\u89c4\u6a21\u6700\u5927\u3001\u6c34\u5e73\u6700\u9ad8\u7684\u7cfb\u5217\u56fd\u9645\u5b66\u672f\u4f1a\u8bae\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u5305\u62ec\uff1a\u670d\u52a1\u5efa\u6a21\u3001\u5f00\u53d1\u3001\u53d1\u5e03\u3001\u53d1\u73b0\u3001\u63a8\u8350\u3001\u7ec4\u5408\u3001\u6d4b\u8bd5\u3001\u9002\u914d\u3001\u4ea4\u4ed8\uff0c\u4ee5\u53ca Web \u670d\u52a1\u7684\u5e94\u7528\u4e0e\u76f8\u5173\u6807\u51c6\u3002<\/span><\/section>\n<section><span style=\"font-size:15px\">\u5b9e\u9a8c\u5ba4\u6210\u5458\u5468\u5fb7\u96e8\u540c\u5b66\u4ee5\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u6cbb\u7406\u60c5\u666f\u751f\u6210\u4e3a\u4e3b\u9898\uff0c\u7814\u7a76\u5927\u8bed\u8a00\u6a21\u578b\u8d4b\u80fdAI Agent\u9a71\u52a8\u7684\u60c5\u666f\u751f\u6210\u5668\u8bbe\u8ba1\u65b9\u6cd5\uff0c\u52a9\u529b\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u5b9e\u73b0\u66f4\u667a\u80fd\u7684\u6cbb\u7406\u51b3\u7b56\u6a21\u62df\u3001\u98ce\u9669\u9884\u5224\u53ca\u4f18\u5316\u914d\u7f6e\uff1b\u9a6c\u7fa4\u540c\u5b66\u4ee5\u5143\u5b87\u5b99\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u5efa\u6a21\u4e3a\u80cc\u666f\uff0c\u63a2\u7a76\u4e86LLM-based agents\u60c5\u611f\u5bf9\u9f50\u7684\u5b9e\u73b0\u6846\u67b6\uff0c\u4e3a\u670d\u52a1\u5b9e\u4f53\u8d4b\u4e88\u60c5\u611f\u8ba4\u77e5\u80fd\u529b\uff1b\u6c88\u9038\u5e06\u540c\u5b66\u56f4\u7ed5\u5f02\u5e38\u6d8c\u73b0\u5206\u6790\u95ee\u9898\uff0c\u63d0\u51fa\u57fa\u4e8e\u5927\u6a21\u578b\u7684EAMI\u6846\u67b6\uff0c\u5b9e\u73b0\u591a\u667a\u80fd\u4f53\u610f\u56fe\u5206\u6790\u4e0e\u5b9e\u8bc1\u9a8c\u8bc1\u3002<\/span><\/section>\n<section style=\"justify-content: flex-start;flex-flow: row\">\n<section style=\"width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;padding: 0px 0px 0px 15px\">\n<section style=\"text-align: justify\">\n<p style=\"margin: 0px;padding: 0px\"><strong><span><span style=\"font-size: 15px\">\u8bba\u6587\u4e00\uff1a<\/span><\/span><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: justify; box-sizing: border-box;&quot;,&quot;data-pm-slice&quot;:&quot;0 0 []&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><span style=\"font-size: 15px\">Ecosystem Governance driven by LLM-empowered Agents Simulation<\/span><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section><span style=\"font-size:15px\">\u535a\u58eb\u751f\u5468\u5fb7\u96e8\u4e3a\u7b2c\u4e00\u4f5c\u8005\uff0c\u83b7\u5f97\u4f18\u79c0\u8bba\u6587\u5956\u3002<\/span><\/section>\n<section><span><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.6526717557251909\" data-w=\"786\" style=\"height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-1c04c2cd6119a60976bb4b47f926d93f.png\" \/><\/span><\/section>\n<section><span style=\"font-size:15px\">\u83b7\u5956\u8bba\u6587\u805a\u7126\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8d4b\u80fdAI Agent\u9a71\u52a8\u7684\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u6cbb\u7406\u60c5\u666f\u751f\u6210\u5668\u8bbe\u8ba1\u65b9\u6cd5\uff0c\u9488\u5bf9\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u6cbb\u7406\u4e2d\u60c5\u666f\u6784\u5efa\u590d\u6742\u3001\u52a8\u6001\u9002\u914d\u96be\u7b49\u75db\u70b9\uff0c\u521b\u65b0\u878d\u5408 LLM \u7684\u667a\u80fd\u63a8\u7406\u4e0e\u667a\u80fd\u4f53\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u4e00\u5957\u9ad8\u6548\u3001\u7cbe\u51c6\u7684\u60c5\u666f\u751f\u6210\u673a\u5236\uff0c\u53ef\u52a9\u529b\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u5b9e\u73b0\u66f4\u667a\u80fd\u7684\u6cbb\u7406\u51b3\u7b56\u6a21\u62df\u3001\u98ce\u9669\u9884\u5224\u53ca\u4f18\u5316\u914d\u7f6e\u3002<\/span><\/section>\n<section><span><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.5324074074074074\" data-w=\"1080\" style=\"height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-20961a9e665d086bd53886d8ee20f1c2.png\" \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span style=\"font-weight: normal\">\u83b7\u5956\u8bba\u6587\u805a\u7126\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8d4b\u80fdAI Agent\u9a71\u52a8\u7684\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u6cbb\u7406\u60c5\u666f\u751f\u6210\u5668\u8bbe\u8ba1\u65b9\u6cd5\uff0c\u9488\u5bf9\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u6cbb\u7406\u4e2d\u60c5\u666f\u6784\u5efa\u590d\u6742\u3001\u52a8\u6001\u9002\u914d\u96be\u7b49\u75db\u70b9\uff0c\u521b\u65b0\u878d\u5408 LLM \u7684\u667a\u80fd\u63a8\u7406\u4e0e\u667a\u80fd\u4f53\u6a21\u62df\u6280\u672f\uff0c\u63d0\u51fa\u4e00\u5957\u9ad8\u6548\u3001\u7cbe\u51c6\u7684\u60c5\u666f\u751f\u6210\u673a\u5236\uff0c\u53ef\u52a9\u529b\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u5b9e\u73b0\u66f4\u667a\u80fd\u7684\u6cbb\u7406\u51b3\u7b56\u6a21\u62df\u3001\u98ce\u9669\u9884\u5224\u53ca\u4f18\u5316\u914d\u7f6e\u3002<\/span><\/span><\/strong><\/p>\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<section style=\"justify-content: flex-start;flex-flow: row\">\n<section style=\"width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;padding: 0px 0px 0px 15px\">\n<section style=\"text-align: justify\">\n<p style=\"margin: 0px;padding: 0px\"><strong><span><span style=\"font-size: 15px\">\u8bba\u6587\u4e8c\uff1a<\/span><\/span><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: justify; box-sizing: border-box;&quot;,&quot;data-pm-slice&quot;:&quot;0 0 []&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><span style=\"font-size: 15px\">An Explainable Emotion Alignment Framework for LLM-empowered Agent in Metaverse Service Ecosystem<\/span><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section><span style=\"font-size:15px\">\u77ed\u6587\uff0c\u535a\u58eb\u751f\u9a6c\u7fa4\u4e3a\u7b2c\u4e00\u4f5c\u8005\u3002<\/span><\/section>\n<section><span style=\"font-size:15px\">\u5143\u5b87\u5b99\u670d\u52a1\u662f\u5143\u5b87\u5b99\u4e0e\u670d\u52a1\u7cfb\u7edf\u878d\u5408\u7684\u4ea7\u7269\uff0c\u7528\u4e8e\u7814\u7a76\u5143\u5b87\u5b99\u4e2d\u670d\u52a1\u76f8\u5173\u7684\u95ee\u9898\u3002\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5174\u8d77\uff0c\u5927\u591a\u6570\u7814\u7a76\u91c7\u7528LLM-based agents\u6765\u4ee3\u8868\u670d\u52a1\u5b9e\u4f53\uff0c\u6a21\u62df\u5143\u5b87\u5b99\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u4e2d\u5404\u7c7b\u670d\u52a1\u4e8b\u4ef6\u4e0e\u4ea4\u4e92\u3002\u7136\u800c\uff0c\u73b0\u6709LLM-based agents\u5728\u60c5\u611f\u72b6\u6001\u96c6\u6210\u65b9\u9762\u5b58\u5728\u663e\u8457\u7684\u5c40\u9650\u6027\uff08\u60c5\u611f\u6d4b\u91cf\u3001\u60c5\u611f\u72b6\u6001\u6f14\u53d8\u53ca\u60c5\u611f\u51b3\u7b56\uff09\uff0c\u65e0\u6cd5\u6709\u6548\u5c55\u793a\u51fa\u5f25\u5408\u865a\u62df\u4e16\u754c\u670d\u52a1\u4e0e\u73b0\u5b9e\u4e16\u754c\u670d\u52a1\u6240\u9700\u7684\u6709\u9650\u7406\u6027\u3002<\/span><\/section>\n<section><span style=\"font-size:15px\">\u9488\u5bf9\u8fd9\u7c7b\u95ee\u9898\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4e2a\u9762\u5411\u5143\u5b87\u5b99\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u4e2dLLM-based agents\u7684\u53ef\u89e3\u91ca\u60c5\u611f\u5bf9\u9f50\u6846\u67b6\u3002\u9996\u5148\uff0c\u672c\u6587\u5f00\u53d1\u4e86\u4e00\u4e2a\u72b6\u6001\u53cd\u9988\u9a71\u52a8\u7684PAD\uff08\u6109\u60a6-\u5524\u9192-\u652f\u914d\uff09\u60c5\u611f\u91cf\u5316\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u7ed3\u5408\u884c\u4e3a\u72b6\u6001\u91cf\u5316\uff0c\u5b9e\u73b0LLM-based agents\u7684\u6301\u7eed\u60c5\u611f\u8c03\u8282\u3002\u5176\u6b21\uff0c\u672c\u6587\u5efa\u7acb\u4e86\u4e00\u4e2a\u60c5\u611f\u6f14\u5316\u7cfb\u7edf\uff0c\u4f7fLLM-based agents\u5728\u670d\u52a1\u4ea4\u4e92\u8fc7\u7a0b\u4e2d\u9010\u6b65\u53d1\u5c55\u60c5\u611f\u8ba4\u77e5\u80fd\u529b\uff0c\u4ece\u800c\u4f18\u5316\u51b3\u7b56\u8fc7\u7a0b\u3002\u6700\u540e\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u81ea\u6211\u89e3\u91ca\uff08SE\uff09\u7684\u6fc0\u52b1\u65b9\u6cd5\uff0c\u4fc3\u4f7fLLM-based agents\u5728\u51b3\u7b56\u540e\u751f\u6210\u56de\u987e\u6027\u7406\u7531\uff0c\u4ece\u800c\u63d0\u5347\u60c5\u611f\u7684\u8ba4\u77e5\u63a8\u7406\u80fd\u529b\u3002<\/span><\/section>\n<section><span><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.5611111111111111\" data-w=\"1080\" style=\"height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-b162eb33ebeab67938b6f9501f8b2a82.png\" \/><\/span><\/section>\n<section><span style=\"font-size: 15px\">\u672c\u6587\u5728\u5916\u5356\u914d\u9001\u670d\u52a1\u573a\u666f\u4e2d\u5f00\u5c55\u4e86\u4e0d\u540c\u7684\u6a21\u62df\u5b9e\u9a8c\u6765\u9a8c\u8bc1\u5176\u6709\u6548\u6027\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff1a(1) \u60c5\u611f\u5bf9\u9f50\u6846\u67b6\u4e0b\u7684LLM-based agents\uff08E-A\uff09\u8868\u73b0\u51fa\u4e86\u4e0e\u73b0\u5b9e\u4e16\u754c\u7cfb\u7edf\uff08Zomato\uff09\u66f4\u4e00\u81f4\u7684\u5185\u5377\u8d8b\u52bf\uff1b(2) \u5728\u539f\u6709\u8f83\u9ad8\u62d2\u5355\u7387\u5b58\u5728\u7684\u60c5\u51b5\u4e0b\uff0c\u57fa\u4e8e\u60c5\u611f\u5bf9\u9f50\u7684LLM-based agents\u9010\u6e10\u503e\u5411\u4e8e\u63a5\u53d7\u66f4\u591a\u7684\u8ba2\u5355\uff0c\u7a81\u7834\u4e86\u5176\u539f\u6709\u7406\u6027\u63a7\u5236\u7684\u7ea6\u675f\uff1b(3) \u5f53\u667a\u80fd\u4f53\u9009\u62e9\u63a5\u53d7\u8ba2\u5355\u65f6\uff0c\u57fa\u672c\u90fd\u5904\u4e8e\u79ef\u6781\u60c5\u611f\u72b6\u6001\u6216\u8005\u4e2d\u6027\u60c5\u611f\u72b6\u6001\uff08\u4e2d\u7acb\u3001\u60ca\u8bb6\u3001\u9ad8\u5174\uff09\uff1b(4) \u60c5\u611f\u5bf9\u9f50\u6846\u67b6\u4e0b\u7684LLM-based agents\u7684\u805a\u96c6\u7387\u6700\u4f4e\uff0c\u5728\u964d\u4f4e\u670d\u52a1\u6210\u672c\u7684\u540c\u65f6\uff0c\u8fd8\u5b9e\u73b0\u4e86\u66f4\u4f4e\u7684\u8ba2\u5355\u62d2\u6536\u7387\uff0c\u5e76\u4e14\u8868\u73b0\u51fa\u6700\u6e29\u548c\u7684\u5185\u5377\u6548\u5e94\uff0c\u6700\u63a5\u8fd1\u771f\u5b9e\u60c5\u51b5\u3002<\/span><\/section>\n<section><span><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.5342592592592592\" data-w=\"1080\" style=\"height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-d633f3114121a21445d909017122c51a.png\" \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\" data-pm-slice=\"3 2 []\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/p>\n<section style=\"justify-content: flex-start;flex-flow: row\">\n<section style=\"width: 100%;vertical-align: top;align-self: flex-start;flex: 0 0 auto;padding: 0px 0px 0px 15px\">\n<section style=\"text-align: justify\">\n<p style=\"margin: 0px;padding: 0px\"><strong><span><span style=\"font-size: 15px\">\u8bba\u6587\u4e09\uff1aA Framework for Analyzing Abnormal Emergence in Service Ecosystems Through LLM-based Agent Intention Mining<\/span><\/span><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;section&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;text-align: justify; box-sizing: border-box;&quot;,&quot;data-pm-slice&quot;:&quot;0 0 []&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;white-space: normal; margin: 0px; padding: 0px; box-sizing: border-box;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><br \/><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<section><span style=\"font-size:15px\">\u77ed\u6587\uff0c\u7855\u58eb\u751f\u6c88\u9038\u5e06\u4e3a\u7b2c\u4e00\u4f5c\u8005\u3002<\/span><\/section>\n<section><span style=\"font-size:15px\">\u5728\u5927\u6a21\u578b\u9a71\u52a8\u4e0b\uff0c\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u6b63\u5448\u73b0\u51fa\u8d8a\u6765\u8d8a\u590d\u6742\u7684\u4ea4\u4e92\u884c\u4e3a\u548c\u7cfb\u7edf\u6d8c\u73b0\u73b0\u8c61\u3002\u4f20\u7edf\u7684\u670d\u52a1\u5efa\u6a21\u65b9\u6cd5\u591a\u4f9d\u8d56\u57fa\u4e8e\u884c\u4e3a\u7684\u89c2\u5bdf\u4e0e\u56e0\u679c\u63a8\u65ad\uff0c\u96be\u4ee5\u89e3\u91ca\u670d\u52a1\u7cfb\u7edf\u4e2d\u7a81\u53d1\u6027\u3001\u975e\u7ebf\u6027\u7684\u7fa4\u4f53\u6d8c\u73b0\u884c\u4e3a\u3002\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4e0eAgent\u5efa\u6a21\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u667a\u80fd\u4f53\u7684\u8ba4\u77e5\u8fc7\u7a0b\u4e0e\u51b3\u7b56\u94fe\u6761\u53ef\u4ee5\u901a\u8fc7Chain-of-Thought\u63a8\u7406\u88ab\u9010\u6b65\u63ed\u793a\uff0c\u4e3a\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u201c\u610f\u56fe\u6d8c\u73b0\u201d\u5206\u6790\u63d0\u4f9b\u4e86\u65b0\u5951\u673a\u3002<\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.487962962962963\" data-w=\"1080\" style=\"height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-3c0eb2011bd4f7baaeb0b79855d894e2.png\" \/><\/span><\/strong><\/p>\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<section><span style=\"font-size:15px\">\u9488\u5bf9\u73b0\u6709\u7814\u7a76\u4e2d\u5b58\u5728\u7684\u4e09\u5927\u9650\u5236\uff08\u4ec5\u89c2\u5bdf\u884c\u4e3a\u3001\u4ec5\u5206\u6790\u4e2a\u4f53\u3001\u4ec5\u5206\u6790\u9759\u6001\u7ed3\u679c\uff09\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u591a\u667a\u80fd\u4f53\u610f\u56fe\u6f14\u5316\u7684\u6d8c\u73b0\u5206\u6790\u6846\u67b6\u2014\u2014EAMI\uff08Emergence Analysis via Multi-Agent Intentions\uff09\u3002\u8be5\u6846\u67b6\u521b\u65b0\u6027\u5730\u6784\u5efa\u4e86\u7531\u201c\u89c2\u5bdf\u8005\u667a\u80fd\u4f53\u201d\u4e0e\u201c\u5206\u6790\u667a\u80fd\u4f53\u201d\u7ec4\u6210\u7684\u53cc\u89c6\u89d2\u610f\u56fe\u8ffd\u8e2a\u673a\u5236\uff1a\u524d\u8005\u7528\u4e8e\u6355\u6349\u6bcf\u4e2aAgent\u5728\u6709\u9650\u7406\u6027\u4e0e\u5b8c\u5168\u7406\u6027\u4e0b\u7684\u601d\u7ef4\u8f68\u8ff9\uff0c\u540e\u8005\u8bc6\u522b\u5176\u4e2d\u7684\u5173\u952e\u6d8c\u73b0\u610f\u56fe\uff0c\u52a8\u6001\u66f4\u65b0\u7fa4\u4f53\u610f\u56fe\u56fe\u8c31\u3002<\/span><\/section>\n<section><span style=\"font-size:15px\">\u5728\u6b64\u57fa\u7840\u4e0a\uff0cEAMI\u901a\u8fc7\u6587\u672c\u5d4c\u5165\u4e0e\u805a\u7c7b\u6280\u672f\u6784\u5efa\u610f\u56fe\u805a\u7c7b\u4e2d\u5fc3\uff0c\u5e76\u63d0\u51fa\u201c\u610f\u56fe\u65f6\u95f4\u6f14\u5316\u56fe\u201d\uff0c\u4ee5\u63ed\u793a\u610f\u56fe\u5728\u65f6\u95f4\u6f14\u5316\u8fc7\u7a0b\u4e2d\u7684\u4f20\u64ad\u8def\u5f84\u4e0e\u5f71\u54cd\u8303\u56f4\uff0c\u4ece\u800c\u6784\u5efa\u5fae\u89c2\u667a\u80fd\u4f53\u884c\u4e3a\u4e0e\u5b8f\u89c2\u7cfb\u7edf\u6d8c\u73b0\u4e4b\u95f4\u7684\u56e0\u679c\u94fe\u8def\u3002<\/span><\/section>\n<section><span><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.7648148148148148\" data-w=\"1080\" style=\"height: auto !important\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-7ab73f03fd498df98c9b1cb007bebb4c.png\" \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span style=\"font-weight: normal\">\u4e3a\u4e86\u9a8c\u8bc1EAMI\u6846\u67b6\u5728\u771f\u5b9e\u670d\u52a1\u7cfb\u7edf\u4e2d\u7684\u6709\u6548\u6027\u4e0e\u901a\u7528\u6027\uff0c\u672c\u6587\u8bbe\u8ba1\u4e86\u4e24\u4e2a\u5177\u4ee3\u8868\u6027\u7684\u5b9e\u9a8c\u573a\u666f\uff0c\u5e76\u56f4\u7ed5\u4e09\u9879\u6838\u5fc3\u7814\u7a76\u95ee\u9898\u5c55\u5f00\u7cfb\u7edf\u6027\u8bc4\u4f30\u3002\u9996\u5148\uff0c\u5728\u5916\u5356O2O\u5e73\u53f0\u6a21\u62df\u4e2d\u6784\u5efa\u4e86\u4e00\u4e2a\u5305\u542b\u5546\u5bb6\u3001\u9a91\u624b\u3001\u7528\u6237\u3001\u5e73\u53f0\u4e0e\u653f\u5e9c\u7b49\u591a\u89d2\u8272\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u6a21\u62df\u771f\u5b9e\u914d\u9001\u4e1a\u52a1\u4e2d\u7684\u8d44\u6e90\u7ade\u4e89\u4e0e\u884c\u4e3a\u6f14\u5316\u8fc7\u7a0b\u3002\u5b9e\u9a8c\u5f15\u5165\u4e86\u771f\u5b9eZomato\u5e73\u53f0\u7684\u914d\u9001\u6570\u636e\u8fdb\u884c\u5bf9\u6bd4\uff0c\u4ece\u9a91\u624b\u7684\u6709\u6548\u5de5\u4f5c\u65f6\u957f\u3001\u63a5\u5355\u91cf\u7b49\u591a\u4e2a\u7ef4\u5ea6\u8fdb\u884c\u9a8c\u8bc1\uff0c\u7ed3\u679c\u663e\u793a\u6a21\u62df\u7cfb\u7edf\u5728\u591a\u9879\u6307\u6807\u4e0a\u4e0e\u771f\u5b9e\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\uff0c\u5177\u5907\u826f\u597d\u7684\u73b0\u5b9e\u6620\u5c04\u80fd\u529b\u3002\u968f\u540e\uff0c\u5229\u7528EAMI\u6846\u67b6\u5bf9\u7cfb\u7edf\u4e2d\u9a91\u624b\u7684\u5185\u5377\u884c\u4e3a\u8fdb\u884c\u4e86\u56e0\u679c\u673a\u5236\u5206\u6790\uff0c\u53d1\u73b0\u9a91\u624b\u5728\u9ad8\u538b\u73af\u5883\u4e0b\u9010\u6e10\u5f62\u6210\u6a21\u4eff\u4ed6\u4eba\u3001\u9009\u62e9\u9ad8\u5bc6\u5ea6\u533a\u57df\u3001\u89c4\u907f\u62e5\u5835\u7b49\u591a\u79cd\u201c\u6d8c\u73b0\u610f\u56fe\u201d\uff0c\u8fd9\u4e9b\u8ba4\u77e5\u6f14\u5316\u6b63\u662f\u5185\u5377\u73b0\u8c61\u7684\u9a71\u52a8\u56e0\u7d20\u3002\u4e4b\u540e\u5f00\u5c55\u4e86\u6d88\u878d\u5b9e\u9a8c\uff0c\u5206\u522b\u79fb\u9664\u89c2\u5bdf\u8005\u667a\u80fd\u4f53\u548c\u5206\u6790\u667a\u80fd\u4f53\uff0c\u7ed3\u679c\u663e\u793a\u7cfb\u7edf\u65e0\u6cd5\u8bc6\u522b\u5982\u201c\u5ac9\u5992\u201d\u201c\u6a21\u4eff\u201d\u7b49\u5173\u952e\u8ba4\u77e5\u53d8\u91cf\uff0c\u9a8c\u8bc1\u4e86\u6846\u67b6\u4e2d\u53cc\u667a\u80fd\u4f53\u6a21\u5757\u7684\u4e0d\u53ef\u66ff\u4ee3\u6027\u3002\u6700\u540e\uff0c\u6211\u4eec\u5c06EAMI\u8fc1\u79fb\u81f3Stanford AI Town\u60c5\u5883\uff0c\u6a21\u62dfAI\u667a\u80fd\u4f53\u5728\u865a\u62df\u793e\u533a\u4e2d\u53d1\u8d77\u7ade\u9009\u7684\u793e\u4f1a\u6027\u4e8b\u4ef6\uff0c\u8ffd\u8e2a\u5176\u610f\u56fe\u7684\u4f20\u64ad\u8def\u5f84\u4e0e\u5f71\u54cd\u6269\u6563\u8fc7\u7a0b\uff0c\u7ed3\u679c\u663e\u793a\u6846\u67b6\u80fd\u591f\u51c6\u786e\u6355\u6349\u5230\u610f\u56fe\u7684\u6d8c\u73b0\u70b9\u4e0e\u96c6\u4f53\u884c\u4e3a\u7684\u8f6c\u53d8\u8d8b\u52bf\u3002\u4e09\u4e2a\u5b9e\u9a8c\u5171\u540c\u8bc1\u660e\uff1aEAMI\u4e0d\u4ec5\u80fd\u63ed\u793a\u590d\u6742\u670d\u52a1\u7cfb\u7edf\u4e2d\u4e2a\u4f53\u610f\u56fe\u5230\u96c6\u4f53\u884c\u4e3a\u7684\u8f6c\u5316\u903b\u8f91\uff0c\u8fd8\u5177\u5907\u8de8\u573a\u666f\u7684\u7a33\u5065\u6027\u4e0e\u89e3\u91ca\u6027\uff0c\u4e3a\u540e\u7eed\u7684\u56e0\u679c\u5e72\u9884\u4e0e\u7cfb\u7edf\u4f18\u5316\u63d0\u4f9b\u4e86\u7406\u8bba\u57fa\u7840\u3002<\/span><\/span><\/strong><\/p>\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\"><strong style=\"font-size: 15px\"><span><span>\u8bfe\u7a0b\u63a8\u8350<\/span><\/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>\u8ba1\u7b97\u5b9e\u9a8c\u662f\u590d\u6742\u7cfb\u7edf\u7684\u5206\u6790\u5229\u5668\u3002\u672c\u8bfe\u7a0b\u4e2d\uff0c\u5c06\u4ece\u63ed\u793a\u5e02\u573a\u89c4\u5f8b\u7684\u201c\u7cd6\u57df\u6a21\u578b\u201d\u5230\u63a2\u7a76\u79cd\u65cf\u9694\u79bb\u539f\u56e0\u7684\u201c\u8c22\u6797\u6a21\u578b\u201d\uff0c\u4ece\u7406\u89e3\u7ecf\u6d4e\u590d\u6742\u6027\u7684\u201c\u4eba\u5de5\u80a1\u5e02\u201d\u5230\u9884\u6d4b\u75ab\u60c5\u6269\u6563\u7684\u201c\u6d41\u884c\u75c5\u6a21\u578b\u201d\uff0c\u4ece\u63a2\u5bfb\u5ba2\u6237\u6d41\u5931\u539f\u56e0\u7684\u201c\u865a\u62df\u6dd8\u5b9d\u201d\u5230\u4e0e\u73b0\u5b9e\u4e16\u754c\u4e92\u52a8\u7684\u201c\u65e0\u4eba\u9a7e\u9a76\u7b56\u7565\u8bad\u7ec3\u201d\uff0c\u5e26\u4f60\u9886\u7565\u590d\u6742\u7cfb\u7edf\u7406\u8bba\u5e94\u7528\u7684\u9b45\u529b\u3002<\/span><\/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=\"0.5703703703703704\" data-type=\"png\" data-w=\"1080\" style=\"width: 100%;height: auto !important\" data-width=\"1912\" data-height=\"1090\" data-backw=\"562\" data-backh=\"320\" data-imgfileid=\"100233154\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-39dcb4bc575f2dca8a4c38093d21d55c.png\" \/><\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;, Arial, sans-serif;font-size: 14px;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=\"text-align: left;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%\"><\/span><\/strong><\/p>\n<p style=\"text-align: left;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u8bfb\u4e66\u4f1a\u63a8\u8350<\/span><span data-change-font=\"1\" style=\"font-size: 15px;font-weight: normal;font-style: normal;text-decoration: none\"><\/span><\/span><\/strong><\/p>\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%\"><br \/><\/span><\/strong><\/p>\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%\">\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u300d\u8bfb\u4e66\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none;font-size: 14px;, Arial, sans-serif\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-right: 8px; margin-bottom: 0px; margin-left: 8px; 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; letter-spacing: 0.544px; -webkit-tap-highlight-color: transparent; outline: 0px; line-height: 2em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;letter-spacing: 0.544px; font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/section>\n<p data-pm-slice=\"0 0 []\" style=\"margin: 0px 8px 24px;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;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u5c71\u4e1c\u5de5\u5546\u5b66\u9662\u526f\u6559\u6388\u9ad8\u5fb7\u534e\u3001\u5929\u6d25\u5927\u5b66\u6559\u6388\u859b\u9704\u3001\u5317\u4eac\u5e08\u8303\u5927\u5b66\u6559\u6388\u5f20\u6c5f\u3001\u56fd\u9632\u79d1\u6280\u5927\u5b66\u535a\u58eb\u7814\u7a76\u751f\u66fe\u5229\u5171\u540c\u53d1\u8d77<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247714610&amp;idx=1&amp;sn=d93fce534b3dc108b690e9ecfe143e57&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u8bfb\u4e66\u4f1a\u81ea2025\u5e747\u67088\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u4e8c\u665a\u4e0a7:30-9:30\u8fdb\u884c\uff0c\u9884\u8ba1\u6301\u7eed\u5206\u4eab8\u5468\u5de6\u53f3\u3002\u626b\u7801\u52a0\u5165Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u7684\u524d\u6cbf\u63a2\u7d22\u4e4b\u65c5\uff0c\u4e00\u8d77\u5171\u5b66\u3001\u5171\u521b\u3001\u5171\u5efa\u3001\u5171\u4eab\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u300d\u793e\u533a\uff0c\u5171\u540c\u7545\u60f3\u5927\u6a21\u578b\u65f6\u4ee3\u4eba\u5de5\u793e\u4f1a\u7684\u672a\u6765\u56fe\u666f\uff01<\/span><\/p>\n<p data-pm-slice=\"0 0 []\" 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: 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0.544px\"><span>\u638c\u63e1\u57fa\u4e8e\u591a\u4e3b\u4f53\u5f3a\u5316\u5b66\u4e60\u7684\u590d\u6742\u7cfb\u7edf\u4f18\u5316\u65b9\u6cd5\uff1b<\/span><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 24px\"><span style=\"font-size: 15px;letter-spacing: 0.544px\"><span>\u9886\u7565\u9886\u57df\u524d\u6cbf\u5b66\u8005\u7684\u7814\u7a76\u4f53\u7cfb\u4e0e\u79d1\u7814\u8def\u5f84\u3002<\/span><\/span><\/section>\n<p data-pm-slice=\"0 0 []\" style=\"margin: 0px 8px 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;line-height: 2em\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247714610&amp;idx=1&amp;sn=d93fce534b3dc108b690e9ecfe143e57&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=\"0.5731225296442688\" data-w=\"1012\" style=\"margin: 0px;padding: 0px;border: 0px;max-width: 100%;vertical-align: bottom;width: 661px !important;height: auto !important\" data-backw=\"562\" data-backh=\"322\" src=\"\" \/><\/span><\/a><\/p>\n<section data-pm-slice=\"3 3 []\" style=\"margin: 0px 8px 24px;padding: 0px;max-width: 100%;, Arial, sans-serif;font-size: 17px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px 8px 5px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;clear: both;min-height: 1em;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: justify;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;background-color: rgb(255, 255, 255);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;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;},&quot;node&quot;,{&quot;tagName&quot;:&quot;span&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgb(63, 63, 63);font-size: 15px;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\" style=\"margin: 0px;padding: 0px;max-width: 100%\">\u8be6\u60c5\u8bf7\u89c1\uff1a<a class=\"normal_text_link\" target=\"_blank\" style=\"margin: 0px;padding: 0px;text-decoration: none;cursor: default;max-width: 100%\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247714610&amp;idx=1&amp;sn=d93fce534b3dc108b690e9ecfe143e57&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\uff1a\u5171\u63a2\u4eba\u5de5\u793e\u4f1a\u672a\u6765\u56fe\u666f<\/a><\/span><\/span><\/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-left: 0px;margin-right: 0px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-family: PingFangSC-light;font-size: 14px;font-style: normal;font-weight: 700;letter-spacing: 0.544px;text-align: left;text-indent: 0px;text-transform: none;float: none\" data-pm-slice=\"0 0 []\"><span>\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/span><\/p>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed 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