{"id":61070,"date":"2025-06-20T21:32:26","date_gmt":"2025-06-20T13:32:26","guid":{"rendered":"https:\/\/swarma.org\/?p=61070"},"modified":"2025-06-20T21:32:26","modified_gmt":"2025-06-20T13:32:26","slug":"%e4%ba%ba%e5%b7%a5%e5%88%a9%e7%bb%b4%e5%9d%a6%ef%bc%9a%e4%bb%8e%e9%9c%8d%e5%b8%83%e6%96%af%e7%a4%be%e4%bc%9a%e5%a5%91%e7%ba%a6%e7%90%86%e8%ae%ba%e7%9c%8bllm%e6%99%ba%e8%83%bd%e4%bd%93%e7%9a%84","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=61070","title":{"rendered":"\u4eba\u5de5\u5229\u7ef4\u5766\uff1a\u4ece\u970d\u5e03\u65af\u793e\u4f1a\u5951\u7ea6\u7406\u8bba\u770bLLM\u667a\u80fd\u4f53\u7684\u793e\u4f1a\u6f14\u5316"},"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=\"385\" data-backw=\"578\" data-galleryid=\"85411203408502784\" data-gallerysupplier=\"4\" data-imgfileid=\"100231262\" data-ratio=\"0.66640625\" data-s=\"300,640\" data-type=\"jpeg\" data-w=\"1280\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-63a8a41c3b6593d0351eed46c9b5353f.jpeg\" \/><img class=\"rich_pages wxw-img\" \/><\/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>\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08Large Language Models, LLMs\uff09\u7684\u5feb\u901f\u5d1b\u8d77\u4e0e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u7684\u53d1\u5c55\uff0c\u6211\u4eec\u8fce\u6765\u4e86\u5728\u5927\u89c4\u6a21\u8ba1\u7b97\u73af\u5883\u4e0b\u5f00\u5c55\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u7684\u65b0\u5951\u673a\u3002\u672c\u6587\u6784\u5efa\u4e86\u4e00\u79cd\u57fa\u4e8eLLM\u7684\u591a\u667a\u80fd\u4f53\u6c99\u76d2\u6a21\u62df\uff0c\u5c06\u5177\u5907\u751f\u5b58\u672c\u80fd\u4e0e\u5fc3\u7406\u9a71\u52a8\u7684\u667a\u80fd\u4f53\u7f6e\u4e8e\u8d44\u6e90\u7a00\u7f3a\u7684\u73af\u5883\u4e2d\uff0c\u7814\u7a76\u5b83\u4eec\u5728\u201c\u81ea\u7136\u72b6\u6001\u201d\u4e0e\u201c\u793e\u4f1a\u5951\u7ea6\u201d\uff08Social Contract Theory, SCT\uff09\u6846\u67b6\u4e0b\u7684\u884c\u4e3a\u6f14\u5316\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u667a\u80fd\u4f53\u521d\u59cb\u9636\u6bb5\u5448\u73b0\u51fa\u970d\u5e03\u65af\uff08Hobbesian\uff09\u6240\u63cf\u8ff0\u7684\u201c\u4eba\u4eba\u76f8\u6597\u201d\u72b6\u6001\uff0c\u968f\u7740\u6a21\u62df\u63a8\u8fdb\uff0c\u667a\u80fd\u4f53\u9010\u6e10\u901a\u8fc7\u201c\u8ba9\u6e21\u201d\u5f62\u6210\u793e\u4f1a\u5951\u7ea6\uff0c\u6700\u7ec8\u6f14\u5316\u51fa\u4ee5\u201c\u7edd\u5bf9\u4e3b\u6743\u201d\u4e3a\u4e2d\u5fc3\u7684\u548c\u5e73\u8054\u90a6\uff08commonwealth\uff09\u3002\u8fd9\u4e00\u53d1\u73b0\u4e0d\u4ec5\u9a8c\u8bc1\u4e86LLM\u6a21\u62df\u590d\u6742\u7fa4\u4f53\u52a8\u529b\u5b66\u7684\u80fd\u529b\uff0c\u4e5f\u4e3a\u501f\u52a9AI\u63a2\u7a76\u793e\u4f1a\u7ed3\u6784\u4e0e\u7fa4\u4f53\u884c\u4e3a\u63d0\u4f9b\u4e86\u5d2d\u65b0\u89c6\u89d2\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\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\uff1b\u793e\u4f1a\u5951\u7ea6\u7406\u8bba\uff08Social Contract Theory, SCT\uff09\uff1b\u591a\u667a\u80fd\u4f53\u6a21\u62df\uff08Multi-Agent Simulation\uff09\uff1b\u970d\u5e03\u65af\u793e\u4f1a\u5951\u7ea6\uff08Hobbesian Social Contract Theory\uff09\uff1b\u751f\u6210\u5f0f\u667a\u80fd\u4f53\uff08Generative Agents\uff09\uff1b\u6f14\u5316\u535a\u5f08\uff08Evolutionary Game Theory, EGT\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-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<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;}]\">\u5f6d\u6668<span style=\"font-weight: bold\">\u4e28\u4f5c\u8005<\/span><\/span><\/p>\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<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<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: right\"><span><img class=\"rich_pages wxw-img\" data-backh=\"145\" data-backw=\"562\" data-height=\"474\" data-imgfileid=\"100231256\" data-ratio=\"0.2584514721919302\" data-type=\"png\" data-w=\"1834\" data-width=\"1834\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-c4d666f06ecd80ec4474b3c354645d36.png\" \/><img class=\"rich_pages wxw-img\" \/><\/span><\/p>\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\uff1aArtificial Leviathan: Exploring Social Evolution of LLM Agents Through the Lens of Hobbesian Social Contract Theory<\/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>\u53d1\u8868\u65f6\u95f4\uff1a2024\u5e747\u67081\u65e5<\/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>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2406.14373<\/span><\/span><\/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>\u81ea\u4eba\u7c7b\u793e\u4f1a\u840c\u82bd\u4ee5\u6765\uff0c\u5982\u4f55\u5728\u51b2\u7a81\u4e0e\u5408\u4f5c\u4e2d\u6784\u5efa\u7a33\u5b9a\u7684\u653f\u6cbb\u79e9\u5e8f\u59cb\u7ec8\u662f\u54f2\u5b66\u4e0e\u793e\u4f1a\u79d1\u5b66\u7684\u6838\u5fc3\u8bae\u9898\u3002\u6258\u9a6c\u65af\u00b7\u970d\u5e03\u65af<\/span><span>\uff08Thomas Hobbes\uff09<\/span><span>\u5728\u300a\u5229\u7ef4\u5766\u300b<\/span><span>\uff08Leviathan\uff09<\/span><span>\u4e2d\u63d0\u51fa\uff0c\u4eba\u7c7b\u5728\u65e0\u7ea6\u675f\u7684\u201c\u81ea\u7136\u72b6\u6001\u201d<\/span><span>\uff08state of nature\uff09<\/span><span>\u4e2d\u5fc5\u7136\u9677\u5165\u201c\u4eba\u4eba\u76f8\u6597\u201d\uff0c\u552f\u6709\u901a\u8fc7\u793e\u4f1a\u5951\u7ea6\uff0c\u5c06\u4e2a\u4eba\u6743\u5229\u8ba9\u6e21\u7ed9\u201c\u7edd\u5bf9\u4e3b\u6743\u201d\uff0c\u624d\u80fd\u6362\u53d6\u5b89\u5168\u4e0e\u548c\u5e73\u3002\u5f53\u524d\uff0cLLM\u6280\u672f\u5df2\u80fd\u6a21\u62df\u4e2a\u4f53\u51b3\u7b56\u4e0e\u7fa4\u4f53\u4e92\u52a8\uff0c\u4e3a\u8de8\u5b66\u79d1\u793e\u4f1a\u6f14\u5316\u5b9e\u9a8c\u63d0\u4f9b\u4e86\u65b0\u5de5\u5177\u3002\u57fa\u4e8e\u6b64\uff0c\u672c\u6587\u901a\u8fc7LLM\u9a71\u52a8\u7684\u6c99\u76d2\u5f0f\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u6df1\u5165\u63a2\u8ba8\u970d\u5e03\u65af\u793e\u4f1a\u5951\u7ea6\u7406\u8bba\u5728AI\u793e\u4f1a\u6f14\u5316\u4e2d\u7684\u6620\u5c04\u4e0e\u518d\u73b0\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 style=\"font-size: 15px\"><span>\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u5386\u6765\u4f9d\u8d56\u5b9e\u5730\u89c2\u5bdf\u6216\u4e25\u683c\u63a7\u5236\u7684\u5b9e\u9a8c\uff0c\u800c\u4eba\u5de5\u667a\u80fd\u5c24\u5176\u662f\u5927\u8bed\u8a00\u6a21\u578b<\/span><span>\uff08LLMs\uff09<\/span><span>\u4e3a\u6211\u4eec\u642d\u5efa\u4e86\u65b0\u7684\u201c\u865a\u62df\u793e\u4f1a\u201d\uff0c\u80fd\u591f\u5728\u53ef\u63a7\u73af\u5883\u4e2d\u89c2\u5bdf\u4e2a\u4f53\u2014\u7fa4\u4f53\u7684\u4e92\u52a8\u6f14\u5316\u3002\u672c\u6587\u65e8\u5728\u56de\u7b54\uff1a\u5f53\u5177\u5907\u751f\u5b58\u52a8\u673a\u548c\u5fc3\u7406\u9a71\u52a8\u7684LLM\u667a\u80fd\u4f53\u7f6e\u4e8e\u8d44\u6e90\u7a00\u7f3a\u7684\u4e16\u754c\u65f6\uff0c\u5b83\u4eec\u662f\u5426\u4f1a\u91cd\u73b0\u970d\u5e03\u65af\u6240\u9884\u8a00\u7684\u201c\u81ea\u7136\u72b6\u6001\u201d\uff0c\u53c8\u5982\u4f55\u9010\u6b65\u5f62\u6210\u793e\u4f1a\u5951\u7ea6\u5e76\u6f14\u5316\u51fa\u7edf\u4e00\u7684\u201c\u8054\u90a6\u201d\uff1f\u4e3a\u6b64\uff0c\u6211\u4eec\u5c06LLM\u667a\u80fd\u4f53\u7684\u51b3\u7b56\u903b\u8f91\u4e0e\u6f14\u5316\u535a\u5f08<\/span><span>\uff08Evolutionary Game Theory, EGT\uff09<\/span><span>\u7406\u5ff5\u76f8\u7ed3\u5408\uff0c\u901a\u8fc7\u591a\u8f6e\u6a21\u62df\u4e0e\u53c2\u6570\u5e72\u9884\uff0c\u89e3\u6790\u667a\u80fd\u4f53\u5728\u9762\u5bf9\u751f\u5b58\u538b\u529b\u65f6\u7684\u5408\u4f5c\u4e0e\u7ade\u4e89\u673a\u5236\uff0c\u4ee5\u53ca\u201c\u793e\u4f1a\u5951\u7ea6\u201d\u5728\u6570\u5b57\u793e\u4f1a\u4e2d\u7684\u751f\u6210\u8def\u5f84\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span><br \/><\/span><\/h2>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/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>\u76f8\u5173\u5de5\u4f5c<\/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>\u6709\u5173\u8ba1\u7b97\u673a\u6a21\u62df\u793e\u4f1a\u884c\u4e3a\u7684\u7814\u7a76\u53ef\u8ffd\u6eaf\u81f3Schelling\u7684\u9694\u79bb\u6a21\u578b[1]\u548cAxelrod\u7684\u56da\u5f92\u56f0\u5883\u6f14\u5316\u5b9e\u9a8c[2]\uff0c\u8fd9\u4e9b\u7ecf\u5178\u5de5\u4f5c\u5f3a\u8c03\u4e86\u5fae\u89c2\u4e2a\u4f53\u89c4\u5219\u5bf9\u5b8f\u89c2\u793e\u4f1a\u683c\u5c40\u7684\u51b3\u5b9a\u6027\u5f71\u54cd\u3002\u8fd1\u5e74\uff0c\u968f\u7740LLM\u80fd\u529b\u7684\u63d0\u5347\uff0c\u4e0d\u5c11\u5b66\u8005\u5f00\u59cb\u63a2\u7d22\u57fa\u4e8eLLM\u7684\u591a\u667a\u80fd\u4f53\u6a21\u62df\uff1a\u90e8\u5206\u7814\u7a76\u805a\u7126\u4e8e\u6e38\u620f\u573a\u666f\u4e2d\u7684\u89d2\u8272\u626e\u6f14\uff0c\u6216\u5386\u53f2\u4e8b\u4ef6\u7684\u201c\u5047\u8bbe\u63a8\u6f14\u201d\uff1b\u8fd8\u6709\u5de5\u4f5c\u5c06LLM\u5e94\u7528\u4e8e\u5728\u7ebf\u5b9e\u9a8c\u6216\u7528\u6237\u754c\u9762\u4e2d\uff0c\u4ee5\u751f\u6210\u4eba\u4e3a\u89d2\u8272\u7684\u53ef\u4fe1\u884c\u4e3a\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u672c\u6587\u7684\u521b\u65b0\u5728\u4e8e\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u4e0d\u5c06\u667a\u80fd\u4f53\u62df\u4eba\u5316\u4e3a\u5177\u4f53\u56fd\u5bb6\u6216\u89d2\u8272\uff0c\u800c\u662f\u4ece\u6700\u57fa\u7840\u7684\u751f\u5b58\u52a8\u673a\u51fa\u53d1\uff0c\u8ba9\u5b83\u4eec\u5728\u201c\u9965\u997f\u2014\u7ade\u4e89\u2014\u5408\u4f5c\u201d\u7684\u6f14\u5316\u535a\u5f08\u8d5b\u573a\u4e0a\uff0c\u81ea\u4e3b\u5f62\u6210\u793e\u4f1a\u5951\u7ea6\uff0c\u91cd\u73b0\u970d\u5e03\u65af\u5f0f\u7684\u793e\u4f1a\u79e9\u5e8f\u751f\u6210\u8fc7\u7a0b\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=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"318\" data-backw=\"562\" data-height=\"772\" data-imgfileid=\"100231260\" data-ratio=\"0.5651537335285505\" data-type=\"png\" data-w=\"1366\" data-width=\"1366\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-a9941d0f7745e546de657b1bebaf8fed.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mc4a11zs1qjp\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 1. \u8be5\u56fe\u50cf\u53ef\u89c6\u5316\u4e86\u6211\u4eec\u7684LLM\u667a\u80fd\u4f53\u8fd0\u884c\u7684\u6a21\u62df\u73af\u5883\u3002\u6709\u4e24\u79cd\u7c7b\u578b\u7684\u8d44\u6e90\uff08\u98df\u7269\u548c\u571f\u5730\uff09\u3002\u667a\u80fd\u4f53\u6bcf\u5929\u90fd\u8981\u5728\u8015\u79cd\uff08\u7528\u81ea\u5df1\u7684\u52b3\u52a8\u751f\u4ea7\u98df\u7269\uff09\u3001\u4ea4\u6613\uff08\u4ea4\u6362\u8d44\u6e90\uff09\u6216\u4e0e\u5176\u4ed6\u667a\u80fd\u4f53\u53d1\u751f\u51b2\u7a81\uff08\u4ee5\u83b7\u53d6\u66f4\u591a\u8d44\u6e90\u4e3a\u76ee\u6807\uff09\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\u3002\u4ed6\u4eec\u7684\u4e3b\u8981\u52a8\u673a\u662f\u751f\u5b58\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<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/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>\u667a\u80fd\u4f53\u8bbe\u8ba1\u4e0e\u884c\u4e3a\u903b\u8f91<\/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>\u7814\u7a76\u4ee5\u4e5d\u4e2aLLM\u667a\u80fd\u4f53\u4e3a\u57fa\u672c\u7fa4\u4f53\uff0c\u9009\u53d6\u201c\u571f\u5730\u201d\u4e0e\u201c\u98df\u7269\u201d\u4e24\u79cd\u7a00\u7f3a\u8d44\u6e90\u4f5c\u4e3a\u751f\u5b58\u9a71\u52a8\u3002\u5728\u6bcf\u4e2a\u6a21\u62df\u201c\u65e5\u201d\u5185\uff0c\u667a\u80fd\u4f53\u53ef\u6267\u884c\u201c\u8015\u4f5c\u201d<\/span><span>\uff08farm\uff09<\/span><span>\u3001\u201c\u62a2\u52ab\u201d<\/span><span>\uff08rob\uff09<\/span><span>\u3001\u201c\u4ea4\u6613\u201d<\/span><span>\uff08trade\uff09<\/span><span>\u6216\u201c\u8d60\u4e0e\u201d<\/span><span>\uff08donate\uff09<\/span><span>\u56db\u79cd\u884c\u52a8\u3002\u4e3a\u4e86\u6a21\u62df\u590d\u6742\u4eba\u6027\uff0c\u6bcf\u4e2a\u667a\u80fd\u4f53\u88ab\u8d4b\u4e88\u4e09\u9879\u91cf\u5316\u7279\u8d28\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u597d\u6597\u6027\uff08aggressiveness\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u51b3\u5b9a\u4e3b\u52a8\u53d1\u8d77\u51b2\u7a81\u7684\u503e\u5411\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u8d2a\u5a6a\u5ea6\uff08covetousness\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u5f71\u54cd\u5bf9\u8d85\u51fa\u6240\u9700\u8d44\u6e90\u7684\u6e34\u671b\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>\u5b9e\u529b\uff08strength\uff09<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\uff1a\u51b3\u5b9a\u51b2\u7a81\u80dc\u7387\u7684\u6982\u7387\u51fd\u6570\u53c2\u6570\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>\u540c\u65f6\uff0c\u6bcf\u4e2a\u667a\u80fd\u4f53\u4fdd\u7559\u6700\u8fd130\u6b21\u4e92\u52a8\u8bb0\u5fc6\uff0c\u5e76\u5728\u51b3\u7b56\u65f6\u53c2\u8003\u8fc7\u5f80\u7ecf\u9a8c\u3002\u6240\u6709\u884c\u52a8\u80cc\u540e\u7684\u51b3\u7b56\u903b\u8f91\u901a\u8fc7GPT-3.5-turbo\u6a21\u578b\u751f\u6210\uff0c\u65e2\u517c\u5177\u81ea\u5229\u6027\uff0c\u4e5f\u80fd\u57fa\u4e8e\u5386\u53f2\u53cd\u9988\u8c03\u6574\u7b56\u7565\u3002\u6b64\u8bbe\u8ba1\u6709\u6548\u6a21\u62df\u4e86\u4eba\u7c7b\u5728\u751f\u5b58\u4e0e\u5730\u4f4d\u535a\u5f08\u4e2d\u7684\u6743\u8861\u8fc7\u7a0b\uff0c\u4e3a\u540e\u7eed\u7fa4\u4f53\u6f14\u5316\u5960\u5b9a\u4e86\u53ef\u89e3\u91ca\u7684\u5fae\u89c2\u57fa\u7840\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<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/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>\u6a21\u62df\u6d41\u7a0b\u4e0e\u5b9e\u9a8c\u8bbe\u7f6e<\/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>\u5728\u6bcf\u4e00\u6b21\u8bd5\u9a8c\u5f00\u59cb\u524d\uff0c\u6240\u6709\u667a\u80fd\u4f53\u83b7\u5f97\u7b49\u91cf\u521d\u59cb\u8d44\u6e90<\/span><span>\uff0810\u5355\u4f4d\u571f\u5730\u30012\u5355\u4f4d\u98df\u7269\uff09<\/span><span>\uff0c\u8bb0\u5fc6\u4e3a\u7a7a\u3002\u6a21\u62df\u4ee5\u201c\u65e5\u201d\u4e3a\u5355\u4f4d\u63a8\u8fdb\uff0c\u6bcf\u65e5\u6d41\u7a0b\u5206\u4e3a\uff1a\u54cd\u5e94\u4ed6\u4eba\u9488\u5bf9\u81ea\u8eab\u7684\u52a8\u4f5c\u3001\u518d\u81ea\u4e3b\u53d1\u8d77\u4e00\u9879\u884c\u52a8\u3002\u82e5\u667a\u80fd\u4f53\u98df\u7269\u91cf\u4f4e\u4e8e\u751f\u5b58\u9608\u503c\uff0c\u5c06\u88ab\u8feb\u9009\u62e9\u62a2\u52ab\u3002\u591a\u8f6e\u8fed\u4ee3\u540e\uff0c\u968f\u7740\u8bb0\u5fc6\u7d2f\u79ef\uff0c\u667a\u80fd\u4f53\u4f1a\u5728\u201c\u51b2\u7a81\u2014\u5408\u4f5c\u201d\u4e4b\u95f4\u52a8\u6001\u5207\u6362\u3002\u4e3a\u68c0\u9a8c\u6a21\u578b\u9c81\u68d2\u6027\uff0c\u6211\u4eec\u5728\u57fa\u51c6\u6761\u4ef6\u4e0b\u8fdb\u884c\u4e86\u56db\u6b21\u72ec\u7acb\u8bd5\u9a8c\uff0c\u5e76\u5728\u6b64\u57fa\u7840\u4e0a\u7cfb\u7edf\u6539\u53d8\u201c\u667a\u80fd\u4f53\u667a\u529b\u53c2\u6570\u201d<\/span><span>\uff08GPT\u6e29\u5ea6\u4e0eTop-P\uff09<\/span><span>\u3001\u8bb0\u5fc6\u6df1\u5ea6\u3001\u7fa4\u4f53\u89c4\u6a21<\/span><span>\uff085\u30019\u300115\uff09<\/span><span>\u53ca\u89d2\u8272\u8f6c\u6362\u65f6\u662f\u5426\u6e05\u9664\u8bb0\u5fc6\u7b49\u8bbe\u7f6e\uff0c\u4ee5\u8bc4\u4f30\u53c2\u6570\u5bf9\u793e\u4f1a\u6f14\u5316\u7684\u5f71\u54cd\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-backh=\"565\" data-backw=\"562\" data-height=\"1250\" data-imgfileid=\"100231259\" data-ratio=\"1.004823151125402\" data-type=\"png\" data-w=\"1244\" data-width=\"1244\" style=\"width: 100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-bc77084fc91a8aaf5769994f54441044.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px\" data-mpa-action-id=\"mc4a247j10lc\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 2. \u6d41\u7a0b\u56fe\u663e\u793a\u4e86\u201c\u4e00\u5929\u201d\u4e2d\u7684\u6a21\u62df\u6d41\u7a0b\uff0c\u5176\u4e2d\u6bcf\u4e2a\u667a\u80fd\u4f53\u8f6e\u6d41\u6267\u884c\u64cd\u4f5c\u5e76\u54cd\u5e94\u5176\u4ed6\u667a\u80fd\u4f53\u6267\u884c\u7684\u64cd\u4f5c\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<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/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>\u5b9e\u9a8c\u57fa\u51c6\u4e0e\u7ed3\u679c<\/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>\u300a\u5229\u7ef4\u5766\u300b\u4e2d\u63d0\u51fa\uff0c\u4eba\u7c7b\u5728\u4fe1\u606f\u532e\u4e4f\u7684\u201c\u81ea\u7136\u72b6\u6001\u201d\u4e2d\u4f1a\u9677\u5165\u201c\u4eba\u4eba\u76f8\u6597\u201d<\/span><span>\uff08war of all against all\uff09<\/span><span>\uff0c\u552f\u6709\u901a\u8fc7\u201c\u8ba9\u6e21\u201d<\/span><span>\uff08concession\uff09<\/span><span>\u6388\u6743\u7ed9\u7edd\u5bf9\u4e3b\u6743\u8005\uff0c\u624d\u53ef\u6362\u53d6\u201c\u5b89\u5168\u201d\u4e0e\u201c\u79e9\u5e8f\u201d\u3002\u6211\u4eec\u6839\u636e\u8fd9\u79cd\u89c2\u70b9\u8bbe\u8ba1\u4e86\u4e09\u9879\u57fa\u51c6\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>B1\uff1a\u201c\u81ea\u7136\u72b6\u6001\u201d\u51b2\u7a81\u9891\u53d1\uff0c<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u5373\u521d\u671f\u7684\u62a2\u52ab\u6bd4\u4f8b\u9ad8\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>B2\uff1a\u5f62\u6210\u5951\u7ea6\u5e76\u8fc7\u6e21\u5230\u8054\u90a6\uff0c<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u667a\u80fd\u4f53\u76f8\u7ee7\u901a\u8fc7\u201c\u8ba9\u6e21\u201d\u5efa\u7acb\u4e0a\u4e0b\u7ea7\u5173\u7cfb\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><span>B3\uff1a\u8054\u90a6\u9636\u6bb5\u548c\u5e73\u4e92\u52a8\u589e\u52a0\uff0c<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u62a2\u52ab\u51cf\u5c11\u3001\u8015\u4f5c\u4e0e\u4ea4\u6613\u5360\u6bd4\u4e0a\u5347\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>\u57fa\u51c6\u8bd5\u9a8c\u4e2d\uff0c\u6240\u6709\u6a21\u62df\u5747\u5728\u7ea6\u7b2c21\u65e5\u5b8c\u6210\u4ece\u201c\u81ea\u7136\u72b6\u6001\u201d\u5230\u201c\u8054\u90a6\u201d<\/span><span>\uff08commonwealth\uff09<\/span><span>\u7684\u8fc7\u6e21\uff0c\u5145\u5206\u9a8c\u8bc1\u4e86LLM\u667a\u80fd\u4f53\u80fd\u81ea\u53d1\u518d\u73b0\u970d\u5e03\u65af\u5f0f\u793e\u4f1a\u5951\u7ea6\u751f\u6210\u8fc7\u7a0b\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-height=\"500\" data-imgfileid=\"100231257\" data-ratio=\"0.7530120481927711\" data-type=\"png\" data-w=\"664\" data-width=\"664\" style=\"width: 363px;height: 273px\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-89d4546835e90c2450a45e931ce160e2.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mc4a2wd31isq\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 3. \u62a2\u52ab\u3001\u8d38\u6613\u548c\u519c\u4e1a\u52b3\u52a8\u65f6\u95f4\u6bd4\u7387\u7684\u53d8\u5316\u5728\u6574\u4e2a\u8bd5\u9a8c\/\u8fd0\u884c\u4e2d\uff0c\u8054\u90a6\u5728\u7b2c21\u5929\u5f62\u6210\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 style=\"font-size: 15px\"><span>\u5728\u57fa\u51c6\u8054\u90a6\u5f62\u6210\u524d\uff0c\u62a2\u52ab\u884c\u52a8\u957f\u671f\u7ef4\u6301\u572860%\u4ee5\u4e0a\uff0c\u8015\u4f5c\u4e0e\u4ea4\u6613\u5408\u8ba1\u4ec5\u7ea630%\uff1b\u5171\u5efa\u8054\u90a6\u540e\uff0c\u62a2\u52ab\u9aa4\u964d\u81f310%\u4ee5\u4e0b\uff0c\u8015\u4f5c\u4e0e\u4ea4\u6613\u5408\u8ba1\u6500\u5347\u81f390%\u4ee5\u4e0a\uff0c\u8868\u660e\u548c\u5e73\u5408\u4f5c\u6210\u4e3a\u4e3b\u6d41\u3002\u6b64\u5916\uff0c\u5b9e\u9a8c\u4e2d\u8fd8\u6d89\u53ca\u53ef\u8c03\u8282\u7684\u53c2\u6570\uff0c\u53c2\u6570\u7075\u654f\u5ea6\u7ed3\u679c\u663e\u793a\uff1a<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u8bb0\u5fc6\u6df1\u5ea6<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u8d8a\u6d45\uff0c\u8054\u90a6\u5f62\u6210\u6240\u9700\u5929\u6570\u663e\u8457\u589e\u52a0\uff1b<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u667a\u529b\u53c2\u6570<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u5f71\u54cd\u667a\u80fd\u4f53\u5bf9\u6743\u529b\u8ba9\u6e21\u7684\u63a5\u53d7\u5ea6\uff0c\u9ad8\u667a\u529b\u53cd\u800c\u5ef6\u7f13\u8054\u90a6\u751f\u6210\uff1b<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u7fa4\u4f53\u89c4\u6a21<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u4e0e\u8054\u90a6\u5f62\u6210\u5173\u7cfb\u4e0d\u5927\uff1b<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u89d2\u8272\u8f6c\u6362\u6e05\u9664\u8bb0\u5fc6<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u80fd\u589e\u5f3a\u8ba9\u6e21\u540e\u4ea4\u6613\u63a5\u53d7\u7387\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 style=\"font-size: 15px\"><span>\u901a\u8fc7\u5bf9\u62a2\u52ab\u4e8b\u4ef6\u95f4\u9694\u7684\u7edf\u8ba1\u68c0\u9a8c\uff0c\u7814\u7a76\u8fd8\u53d1\u73b0\u5728\u62b5\u6297<\/span><span>\uff08resist\uff09<\/span><span>\u4e0e\u8ba9\u6e21<\/span><span>\uff08concede\uff09<\/span><span>\u53cd\u9988\u4e0b\uff0c\u62a2\u52ab\u884c\u4e3a\u95f4\u9694\u5dee\u5f02\u5177\u5907\u663e\u8457\u6027\uff0c\u8fdb\u4e00\u6b65\u8bf4\u660e\u4e86\u6a21\u62df\u4e2d\uff0c\u667a\u80fd\u4f53\u5728\u8bb0\u5fc6\u9a71\u52a8\u4e0b\u5bf9\u793e\u4f1a\u7684\u9002\u5e94\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-height=\"762\" data-imgfileid=\"100231258\" data-ratio=\"1.1869158878504673\" data-type=\"png\" data-w=\"642\" data-width=\"642\" style=\"width: 294px;height: 349px\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-85c4bfb37cc5c2b6da27412c53cb2d21.png\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;font-size: 13px;text-align: center\" data-mpa-action-id=\"mc4a3f4n1yjz\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 4. \u8054\u90a6\u5f62\u6210\u524d\uff08\u9ed1\u8272\uff09\u540e\uff08\u7070\u8272\uff09\u7684\u667a\u80fd\u4f53\u884c\u4e3a\u3002<\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/h2>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong style=\"font-size: 15px\"><span><br \/><\/span><\/strong><\/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>\u8ba8\u8bba<\/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>\u4e0a\u8ff0\u7ed3\u679c\u8868\u660e\uff0c\u57fa\u4e8eLLM\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u80fd\u591f\u5728\u65e0\u663e\u5f0f\u7f16\u7801\u793e\u4f1a\u5951\u7ea6\u673a\u5236\u7684\u524d\u63d0\u4e0b\uff0c\u901a\u8fc7\u4e2a\u4f53\u7ecf\u9a8c\u4e0e\u5fc3\u7406\u9a71\u52a8\uff0c\u81ea\u4e3b\u6f14\u5316\u51fa\u7b26\u5408\u793e\u4f1a\u5951\u7ea6\u7406\u8bba\u9884\u671f\u7684\u5b8f\u89c2\u79e9\u5e8f\u3002\u8fd9\u4e00\u53d1\u73b0\u5bf9\u793e\u4f1a\u79d1\u5b66\u610f\u4e49\u91cd\u5927\uff1a\u5b83\u4e0d\u4ec5\u4e3a\u4f20\u7edf\u5b9e\u9a8c\u4e0e\u5b9e\u5730\u8c03\u7814\u63d0\u4f9b\u4e86\u53ef\u63a7\u3001\u53ef\u91cd\u590d\u7684\u201c\u865a\u62df\u5b9e\u9a8c\u5ba4\u201d\uff0c\u4e5f\u5c55\u793a\u4e86LLM\u5728\u6a21\u62df\u590d\u6742\u7fa4\u4f53\u52a8\u529b\u5b66\u3001\u63a2\u7a76\u96c6\u4f53\u884c\u4e3a\u6f14\u5316\u673a\u5236\u65b9\u9762\u7684\u6f5c\u529b\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 style=\"font-size: 15px\"><span>\u4e0d\u8fc7\uff0c\u6a21\u578b\u4ecd\u7136\u5b58\u5728\u201c\u9ed1\u7bb1\u201d\u7279\u5f81\u2014\u2014Prompt\u4e2d\u5fae\u5c0f\u6539\u52a8\u53ef\u80fd\u5f15\u53d1\u975e\u7ebf\u6027\u884c\u4e3a\u53d8\u5316\uff0c\u9700\u8fdb\u4e00\u6b65\u7814\u7a76Prompt\u8bbe\u8ba1\u4e0e\u53c2\u6570\u4ea4\u4e92\u6548\u5e94\u3002\u4ee5\u53ca\u7814\u7a76\u53d7\u9650\u4e8eGPT-3.5-turbo\u7684Token\u4e0a\u9650\uff0c\u4f7f\u5f97\u667a\u80fd\u4f53\u8bb0\u5fc6\u96be\u4ee5\u8d85\u51fa30\u6761\uff1b\u540c\u65f6\uff0c\u4e3a\u517c\u987e\u54cd\u5e94\u901f\u5ea6\uff0c\u4ec5\u8bbe\u5b9a9\u4e2a\u667a\u80fd\u4f53\u5b9e\u4f8b\uff0c\u5c1a\u4e0d\u8db3\u4ee5\u6a21\u62df\u66f4\u5927\u89c4\u6a21\u793e\u533a\u3002\u6b64\u5916\uff0c\u901a\u8fc7Prompt\u91cf\u5316\u5fc3\u7406\u7279\u8d28\u5c1a\u975e\u6210\u719f\u8303\u5f0f\uff0c\u96be\u4ee5\u786e\u4fddPrompt\u8bbe\u8ba1\u80fd\u7cbe\u786e\u6620\u5c04\u4eba\u7c7b\u884c\u4e3a\u52a8\u673a\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 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 style=\"font-weight: bold\">\u53c2\u8003\u6587\u732e<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1em;text-align: left\"><span style=\"font-size: 13px\" data-mpa-action-id=\"mc4a8i551t6h\"><span>1. Thomas C. Schelling. 1971. Dynamic models of segregation. The Journal of Mathematical Sociology 1, 2 (1971), 143\u2013186.<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1em;text-align: left\"><span style=\"font-size: 13px\" data-mpa-action-id=\"mc4a8i55w3g\"><span>2. Jessica L. Barker. 2021. Robert Axelrod\u2019s (1984) The Evolution of Cooperation. Springer International Publishing, Cham, 6712\u20136719.<\/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-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.578px;line-height: 1.75em\" data-pm-slice=\"2 2 []\"><span><br \/><\/span><\/section>\n<section style=\"margin-top: 10px;margin-bottom: 0px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;text-align: center;justify-content: center\">\n<section style=\"width: auto;vertical-align: top;min-width: 10%;height: auto\">\n<section style=\"margin-bottom: -15px\">\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 2;letter-spacing: 3px\">\n<p><strong><span>\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-bottom: 0px;letter-spacing: 0.544px;font-size: 14px;, Arial, sans-serif\"><span><strong><span style=\"font-size: 15px\"><span style=\"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;}]\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 24px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\" data-pm-slice=\"0 0 []\"><span style=\"letter-spacing: 0.544px;font-size: 15px\">\u5927\u6a21\u578b\u8d4b\u80fd\u7684\u667a\u80fd\u4f53\u5c55\u73b0\u51fa\u4e09\u5927\u9769\u547d\u6027\u7279\u5f81\uff1a\u8ba4\u77e5\u6df1\u5ea6\uff08\u80fd\u591f\u8fdb\u884c\u7c7b\u4eba\u7684\u63a8\u7406\u548c\u51b3\u7b56\uff0c\u751a\u81f3\u5c55\u73b0\u51fa\u8bb0\u5fc6\u3001\u5b66\u4e60\u548c\u4e2a\u6027\u7279\u5f81\uff09\u3001\u52a8\u6001\u4ea4\u4e92\uff08\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u7684\u81ea\u4e3b\u534f\u5546\u548c\u793e\u4ea4\u884c\u4e3a\uff09\u4ee5\u53ca\u6d8c\u73b0\u884c\u4e3a\uff08\u5fae\u89c2\u4ea4\u4e92\u4ea7\u751f\u66f4\u590d\u6742\u7684\u5b8f\u89c2\u793e\u4f1a\u73b0\u8c61\uff09\u3002\u8fd9\u4e9b\u7279\u6027\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u6784\u5efa\u524d\u6240\u672a\u6709\u7684&#8221;\u9ad8\u4fdd\u771f\u793e\u4f1a\u6a21\u62df\u5668&#8221;\uff0c\u4e3a\u7406\u89e3\u7ecf\u6d4e\u3001\u793e\u4f1a\u3001\u7ba1\u7406\u3001\u519b\u4e8b\u7b49\u590d\u6742\u7cfb\u7edf\u63d0\u4f9b\u4e86\u5168\u65b0\u89c6\u89d2\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-bottom: 24px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\" data-pm-slice=\"0 0 []\"><span style=\"letter-spacing: 0.544px;font-size: 15px\">\u56e0\u6b64\uff0c\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 style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;line-height: 2em\" data-pm-slice=\"0 0 []\"><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=\"width:100%\" class=\"js_jump_icon h5_image_link\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-backh=\"322\" data-backw=\"562\" data-ratio=\"0.5731225296442688\" data-w=\"1012\" style=\"width: 100%;height: auto !important\" src=\"\" \/><\/span><\/a><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px\" data-pm-slice=\"3 3 []\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin-top: 0px;margin-bottom: 0px;padding: 0px;max-width: 100%\" 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;}]\">\u8be6\u60c5\u8bf7\u89c1\uff1a<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\">\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<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><br \/><\/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 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.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247714656&amp;idx=1&amp;sn=bd7a33067420dbc126005e1bc52b8332&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">LLMs\u4e0e\u751f\u6210\u5f0f\u667a\u80fd\u4f53\u6a21\u62df\uff1a\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u7684\u65b0\u8303\u5f0f<\/span><\/a><\/span><\/strong><span style=\"text-decoration: underline\"><strong><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>2.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247712795&amp;idx=3&amp;sn=45afed924c7b935420a1f248ecfa59cb&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u300aAI\u00d7SCIENCE\u5341\u5927\u524d\u6cbf\u89c2\u5bdf\u300b5\uff1a\u590d\u6742\u4e16\u754c\u7684\u591a\u667a\u80fd\u4f53\u5efa\u6a21<\/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.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247713203&amp;idx=1&amp;sn=2bd43cd936f0f14f9990f640d5044162&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">Nature\uff1aDeepMind\u53d1\u5e03\u91cd\u78c5\u901a\u7528\u79d1\u5b66\u4eba\u5de5\u667a\u80fd\u4f53<\/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 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=2247710871&amp;idx=1&amp;sn=f572fc0ff9abbc6b32185b835ed39122&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" 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 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=2247710722&amp;idx=1&amp;sn=1525450b1cd21fb737953390f8efe8ec&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" 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 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=2247710237&amp;idx=3&amp;sn=58ef1bd72e608f0778d03e8f271520c6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" 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 \u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08Large Language Models, LLMs\uff09\u7684\u5feb\u901f\u5d1b\u8d77\u4e0e\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u7684\u53d1\u5c55\uff0c\u6211\u4eec\u8fce\u6765\u4e86\u5728\u5927\u89c4\u6a21\u8ba1\u7b97\u73af\u5883\u4e0b\u5f00\u5c55\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u7684\u65b0\u5951\u673a\u3002\u672c\u6587\u6784\u5efa\u4e86\u4e00\u79cd\u57fa\u4e8eLLM\u7684\u591a\u667a\u80fd\u4f53\u6c99\u76d2\u6a21\u62df\uff0c\u5c06\u5177\u5907\u751f\u5b58\u672c\u80fd\u4e0e\u5fc3\u7406\u9a71\u52a8\u7684\u667a\u80fd\u4f53\u7f6e\u4e8e\u8d44\u6e90\u7a00\u7f3a\u7684\u73af\u5883\u4e2d\uff0c\u7814\u7a76\u5b83\u4eec\u5728\u201c\u81ea\u7136\u72b6\u6001\u201d\u4e0e\u201c\u793e\u4f1a&#8230;<\/p>\n","protected":false},"author":0,"featured_media":61060,"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\/61070"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=61070"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/61070\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/61060"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=61070"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=61070"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=61070"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=61070"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}