{"id":60609,"date":"2025-06-12T15:39:00","date_gmt":"2025-06-12T07:39:00","guid":{"rendered":"https:\/\/swarma.org\/?p=60609"},"modified":"2025-06-12T15:39:00","modified_gmt":"2025-06-12T07:39:00","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%8e%a8%e7%90%86%e7%9a%84%e5%a4%a9%e8%8a%b1%e6%9d%bf%e5%9c%a8%e5%93%aa%e9%87%8c%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=60609","title":{"rendered":"\u5927\u6a21\u578b\u63a8\u7406\u7684\u5929\u82b1\u677f\u5728\u54ea\u91cc\uff1f"},"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: center\"><img class=\"rich_pages wxw-img\" data-backh=\"578\" data-backw=\"578\" data-galleryid=\"626946795590737920\" data-gallerysupplier=\"100\" data-imgfileid=\"100230767\" data-ratio=\"1\" data-s=\"300,640\" data-type=\"other\" data-w=\"1024\" style=\"width:100%\" src=\"\"><\/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>\u8fd1\u671f\u65b0\u4e00\u4ee3\u524d\u6cbf\u8bed\u8a00\u6a21\u578b\u5f15\u5165\u4e86\u5927\u578b\u63a8\u7406\u6a21\u578b\uff08Large Reasoning Models\uff0cLRMs\uff09\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\u4e4b\u524d\uff0c\u4f1a\u5148\u751f\u6210\u8be6\u5c3d\u7684\u601d\u8003\u8fc7\u7a0b\u3002\u5c3d\u7ba1\u5b83\u4eec\u5728\u5404\u7c7b\u63a8\u7406\u57fa\u51c6\u4e0a\u7684\u8868\u73b0\u663e\u8457\u63d0\u5347\uff0c\u5176\u57fa\u672c\u80fd\u529b\u3001\u89c4\u6a21\u5316\u7279\u6027\u53ca\u5185\u5728\u5c40\u9650\u6027\u4ecd\u672a\u5f97\u5230\u5145\u5206\u7406\u89e3\u3002\u76ee\u524d\u7684\u8bc4\u4f30\u4e3b\u8981\u805a\u7126\u4e8e\u65e2\u6709\u7684\u6570\u5b66\u548c\u7f16\u7801\u57fa\u51c6\uff0c\u5f3a\u8c03\u6700\u7ec8\u7b54\u6848\u7684\u51c6\u786e\u7387\uff1b\u7136\u800c\uff0c\u8fd9\u79cd\u8bc4\u4f30\u8303\u5f0f\u5f80\u5f80\u53d7\u5230\u6570\u636e\u6c61\u67d3\u7684\u5f71\u54cd\uff0c\u4e14\u65e0\u6cd5\u6df1\u5165\u5256\u6790\u63a8\u7406\u75d5\u8ff9\uff08reasoning traces\uff09\u7684\u7ed3\u6784\u4e0e\u8d28\u91cf\u3002\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u672c\u6587\u501f\u52a9\u53ef\u63a7\u8c1c\u9898\u73af\u5883\uff0c\u7cfb\u7edf\u5730\u586b\u8865\u8fd9\u4e9b\u8ba4\u77e5\u7a7a\u767d\uff1a\u8be5\u73af\u5883\u65e2\u53ef\u7cbe\u786e\u64cd\u63a7\u7ec4\u5408\u590d\u6742\u5ea6\uff0c\u53c8\u4fdd\u6301\u903b\u8f91\u7ed3\u6784\u4e00\u81f4\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u8bc4\u4f30\u6700\u7ec8\u7b54\u6848\uff0c\u4e5f\u80fd\u8ffd\u8e2a\u5e76\u5206\u6790\u6a21\u578b\u5185\u90e8\u7684\u63a8\u7406\u8f68\u8ff9\uff0c\u4ee5\u6d1e\u89c1LRMs\u7684\u201c\u601d\u8003\u201d\u65b9\u5f0f\u3002\u901a\u8fc7\u5bf9\u591a\u79cd\u8c1c\u9898\u4efb\u52a1\u8fdb\u884c\u5927\u89c4\u6a21\u5b9e\u9a8c\u8bc1\u660e\uff0c\u5f53\u524d\u524d\u6cbfLRMs\u5728\u8d85\u8fc7\u67d0\u4e00\u590d\u6742\u5ea6\u9608\u503c\u540e\u4f1a\u51fa\u73b0\u51c6\u786e\u7387\u7684\u5b8c\u5168\u5d29\u6e83\uff1b\u66f4\u4ee4\u4eba\u610f\u5916\u7684\u662f\uff0c\u5b83\u4eec\u7684\u63a8\u7406\u52aa\u529b\u968f\u7740\u95ee\u9898\u590d\u6742\u5ea6\u4e0a\u5347\u800c\u589e\u52a0\uff0c\u4f46\u5728\u8fbe\u5230\u4e34\u754c\u70b9\u540e\u5373\u4fbf\u62e5\u6709\u5145\u8db3\u7684\u63a8\u7406token\u9884\u7b97\u4e5f\u4f1a\u9aa4\u7136\u4e0b\u964d\uff0c\u5c55\u73b0\u51fa\u4e00\u79cd\u53cd\u76f4\u89c9\u7684\u89c4\u6a21\u5316\u6781\u9650\u3002\u6211\u4eec\u8fd8\u5c06LRMs\u4e0e\u6807\u51c6\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u76f8\u540c\u63a8\u7406\u8ba1\u7b97\u9884\u7b97\u4e0b\u8fdb\u884c\u5bf9\u6bd4\uff0c\u8bc6\u522b\u51fa\u4e09\u79cd\u6027\u80fd\u533a\u95f4\uff1a\uff081\uff09\u5728\u4f4e\u590d\u6742\u5ea6\u4efb\u52a1\u4e0a\uff0c\u6807\u51c6\u6a21\u578b\u53cd\u800c\u610f\u5916\u5730\u4f18\u4e8eLRMs\uff1b\uff082\uff09\u5728\u4e2d\u7b49\u590d\u6742\u5ea6\u4efb\u52a1\u4e0a\uff0cLRMs\u56e0\u989d\u5916\u7684\u601d\u8003\u73af\u8282\u800c\u8868\u73b0\u51fa\u4f18\u52bf\uff1b\uff083\uff09\u5728\u9ad8\u590d\u6742\u5ea6\u4efb\u52a1\u4e0a\uff0c\u4e8c\u8005\u7686\u9677\u5165\u5b8c\u5168\u5d29\u6e83\u3002\u6b64\u5916\uff0c\u6211\u4eec\u53d1\u73b0LRMs\u5728\u7cbe\u786e\u8ba1\u7b97\u65b9\u9762\u5b58\u5728\u660e\u663e\u5c40\u9650\uff1a\u5b83\u4eec\u65e0\u6cd5\u53ef\u9760\u5730\u6267\u884c\u663e\u5f0f\u7b97\u6cd5\uff0c\u5728\u4e0d\u540c\u8c1c\u9898\u4efb\u52a1\u4e2d\u7684\u63a8\u7406\u8868\u73b0\u4e5f\u6781\u4e0d\u4e00\u81f4\u3002\u8fdb\u4e00\u6b65\u6df1\u5165\u5206\u6790\u63a8\u7406\u75d5\u8ff9\u65f6\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u6a21\u578b\u63a2\u7d22\u89e3\u7a7a\u95f4\u7684\u6a21\u5f0f\u5e76\u5256\u6790\u4e86\u5176\u8ba1\u7b97\u884c\u4e3a\uff0c\u63ed\u793a\u4e86LRMs\u7684\u4f18\u52bf\u4e0e\u77ed\u677f\uff0c\u5e76\u6700\u7ec8\u5bf9\u5176\u771f\u6b63\u7684\u63a8\u7406\u80fd\u529b\u63d0\u51fa\u4e86\u5173\u952e\u8d28\u7591\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\uff1aLarge Reasoning Models (LRMs)\u3001\u95ee\u9898\u590d\u6742\u5ea6 \uff0c\u53ef\u63a7\u8c1c\u9898\u73af\u5883 (controllable puzzle environments)\u3001\u601d\u7ef4\u75d5\u8ff9 (reasoning traces)\u3001\u8fc7\u5ea6\u601d\u8003 (overthinking)\u3001\u63a8\u7406\u8ba1\u7b97\u9884\u7b97 (inference compute budget)<\/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;}]\">\u96c6\u667a\u7f16\u8f91\u90e8<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><img class=\"rich_pages wxw-img\" data-ratio=\"0.3174778761061947\" data-type=\"png\" data-w=\"1808\" style=\"width:100%\" data-width=\"1808\" data-height=\"574\" data-backw=\"562\" data-backh=\"178\" data-imgfileid=\"100230762\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-d496886dbb175ce06cf3c877a492d7e8.png\" \/><\/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\uff1aThe Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u53d1\u8868\u65f6\u95f4\uff1a2024\u5e7410\u670822\u65e5<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left\"><span style=\"font-size: 15px\"><span>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/ml-site.cdn-apple.com\/papers\/the-illusion-of-thinking.pdf<\/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>\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/span><span>\uff08LLMs\uff09<\/span><span>\u7684\u98de\u901f\u53d1\u5c55\uff0c\u4e00\u7c7b\u4e13\u95e8\u9488\u5bf9\u63a8\u7406\u4efb\u52a1\u8fdb\u884c\u4f18\u5316\u7684\u201c\u5927\u578b\u63a8\u7406\u6a21\u578b\u201d<\/span><span>\uff08Large Reasoning Models, LRMs\uff09<\/span><span>\u5e94\u8fd0\u800c\u751f\u3002\u4e0e\u4f20\u7edf\u4ec5\u8f93\u51fa\u7b54\u6848\u7684LLM\u4e0d\u540c\uff0cLRM\u901a\u8fc7\u201c\u94fe\u5f0f\u601d\u7ef4\u201d<\/span><span>\uff08chain\u2010of\u2010thought, CoT\uff09<\/span><span>\u6216\u81ea\u6211\u53cd\u601d\u673a\u5236\uff0c\u5148\u751f\u6210\u8be6\u5c3d\u7684\u601d\u8003\u8fc7\u7a0b\u518d\u7ed9\u51fa\u7b54\u6848\u3002\u5c3d\u7ba1\u5728\u8bf8\u591a\u6570\u5b66\u4e0e\u7f16\u7801\u57fa\u51c6\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u5176\u771f\u6b63\u7684\u63a8\u7406\u80fd\u529b\u3001\u89c4\u6a21\u5316\u6027\u80fd\u53ca\u5185\u5728\u5c40\u9650\u5c1a\u672a\u5f97\u5230\u7cfb\u7edf\u8bc4\u4f30\u3002\u8fd1\u671f\u82f9\u679c\u516c\u53f8\u53d1\u8868\u8bba\u6587\uff0c\u501f\u52a9\u53ef\u63a7\u8c1c\u9898\u73af\u5883<\/span><span>\uff08\u7ecf\u5178Tower of Hanoi\u3001Checkers Jumping\u3001River Crossing\u3001Blocks World\u7b49\uff09<\/span><span>\uff0c\u6df1\u5165\u5256\u6790LRM\u5728\u4e0d\u540c\u590d\u6742\u5ea6\u4e0b\u7684\u8868\u73b0\uff0c\u5e76\u63ed\u793a\u5176\u201c\u63a8\u7406\u5d29\u6e83\u201d\u4e0e\u201c\u8fc7\u5ea6\u601d\u8003\u201d\u73b0\u8c61\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-bottom: 0px;letter-spacing: 0.578px\">\n<section>\n<section>\n<section data-tools=\"135\u7f16\u8f91\u5668\" data-id=\"88077\">\n<section style=\"margin-right: auto;margin-left: auto;padding-top: 15px\">\n<section style=\"margin-bottom: -14px;justify-content: flex-end\">\n<section style=\"margin-top: -14px;width: 5px;height: 5px;border-right: none;border-top: none;overflow: hidden\"><span><br \/><\/span><\/section>\n<\/section>\n<section data-width=\"100%\" style=\"margin-right: auto;margin-left: auto;width: 578px;border-width: 1px;border-style: solid\">\n<section style=\"padding: 3px\">\n<section style=\"padding: 10px;border-width: 1px;border-style: solid\">\n<section style=\"font-size: 15px;letter-spacing: 1.5px;line-height: 25px\">\n<p style=\"vertical-align: inherit;text-align: center\"><span><span style=\"font-weight: bold\">\u8bfb\u4e66\u4f1a\u63a8\u8350<\/span><\/span><\/p>\n<p style=\"margin-left: 0px;margin-right: 0px;margin-bottom: 0px;line-height: 1.75em;text-align: center\" data-pm-slice=\"2 2 []\"><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-size: 15px\"><span>\u96c6\u667a\u4ff1\u4e50\u90e8\u4e5f\u8054\u5408\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u526f\u6559\u6388\u5f20\u62f3\u77f3\u3001\u963f\u91cc\u4e91\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u56e2\u961f\u8d1f\u8d23\u4eba\u6c88\u65ed\u3001\u5f69\u4e91\u79d1\u6280\u9996\u5e2d\u79d1\u5b66\u5bb6\u8096\u8fbe\u3001\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7855\u58eb\u751f\u6768\u660e\u54f2\u548c\u6d59\u6c5f\u5927\u5b66\u535a\u58eb\u751f\u59da\u4e91\u5fd7\u5171\u540c\u53d1\u8d77&nbsp;<\/span><a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247713890&amp;idx=1&amp;sn=816619fcf7efca6f9dea8de014145234&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300c\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u300d\u8bfb\u4e66\u4f1a<\/a><span>\uff0c\u4e00\u8d77\u62c6\u89e3\u5927\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u7684\u53ef\u89e3\u91ca\u6027\uff0c\u9080\u8bf7\u4f60\u52a0\u5165\uff1a<\/span><\/span><\/p>\n<section style=\"margin: 0px 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;line-height: 2em\" data-pm-slice=\"2 3 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin: 0px 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;line-height: 2em\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247713890&amp;idx=1&amp;sn=816619fcf7efca6f9dea8de014145234&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" target=\"_blank\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span style=\"margin-top:0px;margin-right:0px;margin-left: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-backh=\"330\" data-backw=\"578\" data-ratio=\"0.5712962962962963\" data-w=\"1080\" style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;border: 0px;max-width: 100%;vertical-align: bottom;height: auto !important;width: 661px !important\" src=\"\"><\/span><\/a><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><strong style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%;font-size: 15px\"><span style=\"margin-top: 0px;margin-right: 0px;margin-left: 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-top: 0px;margin-right: 0px;margin-left: 0px;padding: 0px;max-width: 100%\"><br \/><\/span><\/span><\/span><\/strong><\/span><\/section>\n<section style=\"margin: 0px 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;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<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-top: -5px;width: 5px;height: 5px;border-left: none;border-bottom: none;overflow: hidden\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<p style=\"vertical-align: inherit\"><span><br \/><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-bottom: 0px\"><span><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>LRM\u7684\u5d1b\u8d77\u4e0e\u7814\u7a76\u52a8\u673a<\/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>\u968f\u7740OpenAI o1\/o3\u3001Anthropic Claude 3.7 Sonnet Thinking\u3001Google Gemini Thinking\u7b49LRM\u7684\u6a2a\u7a7a\u51fa\u4e16\uff0c\u7814\u7a76\u8005\u7eb7\u7eb7\u5c06\u5176\u89c6\u4f5c\u901a\u5411\u66f4\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u5173\u952e\u4e00\u6b65\u3002\u65e9\u671fLLM\u5728\u63a8\u7406\u57fa\u51c6\u4e0a\u8868\u73b0\u4e0d\u4f73\uff0c\u7814\u7a76\u8005\u5c1d\u8bd5\u901a\u8fc7\u89c4\u6a21\u5316\u8bad\u7ec3\u6570\u636e\u53ca\u63a8\u7406\u65f6\u8ba1\u7b97<\/span><span>\uff08inference compute budget\uff09<\/span><span>\u6765\u63d0\u5347\u6027\u80fd\u3002\u601d\u7ef4\u94fe<\/span><span>\uff08CoT\uff09<\/span><span>\u4e0e\u81ea\u6211\u6821\u9a8c<\/span><span>\uff08self\u2010verification\uff09<\/span><span>\u7b56\u7565\uff0c\u867d\u80fd\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u63d0\u9ad8\u51c6\u786e\u7387\uff0c\u5374\u5e26\u6765\u4e86\u6240\u8c13\u7684\u201c\u8fc7\u5ea6\u601d\u8003\u201d<\/span><span>\uff08overthinking\uff09<\/span><span>\u2014\u2014\u5728\u627e\u5230\u6b63\u786e\u601d\u8def\u540e\u4ecd\u6301\u7eed\u65e0\u6548\u63a2\u7d22\uff0c\u6d6a\u8d39\u63a8\u7406\u9884\u7b97\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\u6a21\u578b\u7684\u8bc4\u4f30\u6d4b\u8bd5\u65b9\u9762\uff0c\u5927\u591a\u53ea\u662f\u805a\u7126\u4e8e\u63a8\u7406\u6a21\u578b\u6700\u7ec8\u7ed9\u51fa\u7b54\u6848\u7684\u51c6\u786e\u7387\u3002\u6b64\u5916\uff0c\u6d4b\u8bd5\u6240\u4f7f\u7528\u7684\u5927\u91cf\u7ecf\u5178\u6570\u5b66\u57fa\u51c6\uff0c\u5982MATH-500\u3001AIME\u7cfb\u5217\u5e38\u5b58\u5728\u6837\u672c\u6cc4\u9732\u6216\u7f3a\u4e4f\u590d\u6742\u5ea6\u53ef\u63a7\u6027\u7b49\u95ee\u9898\uff0c\u96be\u4ee5\u5206\u8fa8\u6a21\u578b\u662f\u51ed\u501f\u8bb0\u5fc6\u8fd8\u662f\u7b97\u6cd5\u63a8\u7406\u3002\u56e0\u6b64\uff0c\u672c\u7814\u7a76\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u6784\u5efa\u53ef\u7cbe\u7ec6\u63a7\u5236\u590d\u6742\u5ea6\u4e14\u89c4\u5219\u660e\u6670\u7684\u6d4b\u8bd5\u73af\u5883\uff0c\u540c\u65f6\u68c0\u9a8c\u6a21\u578b\u7684\u7b54\u6848\u4e0e\u601d\u7ef4\u75d5\u8ff9\uff0c\u5e76\u901a\u8fc7\u6a21\u62df\u5668\u7cbe\u786e\u6838\u9a8c\u4e2d\u95f4\u89e3\u4e0e\u6700\u7ec8\u7ed3\u679c\uff0c\u4ece\u800c\u63ed\u793aLRM\u7684\u771f\u6b63\u201c\u601d\u8003\u201d\u9762\u8c8c\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<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>\u53ef\u63a7\u8c1c\u9898\u73af\u5883\u7684\u8bbe\u8ba1\u4e0e\u4f18\u52bf<\/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>\u4e3a\u4e86\u7cfb\u7edf\u64cd\u63a7\u95ee\u9898\u590d\u6742\u5ea6\u5e76\u4fdd\u6301\u903b\u8f91\u7ed3\u6784\u4e00\u81f4\uff0c\u7814\u7a76\u56e2\u961f\u9009\u53d6\u4e86\u56db\u7c7b\u7ecf\u5178\u8c1c\u9898\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\"><span style=\"font-size: 15px\"><span>\u6cb3\u5185\u5854<\/span><span>\uff08Tower of Hanoi\uff09<\/span><span>\uff1a\u901a\u8fc7\u76d8\u5b50\u6570\u91cf\u63a7\u5236\u7ec4\u5408\u6df1\u5ea6\uff0c\u8003\u5bdf\u6a21\u578b\u7684\u9012\u5f52\u89c4\u5212\u4e0e\u72b6\u6001\u7ba1\u7406\u80fd\u529b\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8df3\u68cb\u8c1c\u9898<\/span><span>\uff08Checkers Jumping\uff09<\/span><span>\uff1a\u5728\u7ebf\u6027\u5e03\u5c40\u4e2d\u4ea4\u6362\u7ea2\u84dd\u68cb\u5b50\u4f4d\u7f6e\uff0c\u68c0\u6d4b\u6a21\u578b\u5bf9\u5c40\u9762\u8f6c\u6362\u89c4\u5219\u7684\u7406\u89e3\u4e0e\u524d\u77bb\u80fd\u529b\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u8fc7\u6cb3\u95ee\u9898<\/span><span>\uff08River Crossing\uff09<\/span><span>\uff1a\u591a\u5bf9\u201c\u6267\u884c\u8005\u2014\u4fdd\u62a4\u8005\u201d\u5728\u7ea6\u675f\u6761\u4ef6\u4e0b\u6e21\u6cb3\uff0c\u8bc4\u4f30\u591a\u4e3b\u4f53\u534f\u8c03\u4e0e\u7ea6\u675f\u7ba1\u7406\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u79ef\u6728\u4e16\u754c<\/span><span>\uff08Blocks World\uff09<\/span><span>\uff1a\u5728\u5806\u6808\u95f4\u8f6c\u6362\u5757\u72b6\u7269\uff0c\u8003\u9a8c\u6a21\u578b\u5bf9\u4f9d\u8d56\u5173\u7cfb\u548c\u4e34\u65f6\u91cd\u7ec4\u7684\u89c4\u5212\u601d\u8def\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>\u8fd9\u56db\u79cd\u73af\u5883\u5747\u914d\u5907\u4e13\u95e8\u6a21\u62df\u5668\uff0c\u5b9e\u73b0\u5bf9\u6bcf\u4e00\u6b65\u79fb\u52a8\u5408\u6cd5\u6027\u4e0e\u6700\u7ec8\u76ee\u6807\u72b6\u6001\u7684\u7cbe\u786e\u6821\u9a8c\uff0c\u4e3a\u6df1\u5165\u5206\u6790LRM\u201c\u601d\u7ef4\u201d\u63d0\u4f9b\u4e86\u53ef\u9760\u5de5\u5177\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"221\" data-backw=\"562\" data-height=\"714\" data-imgfileid=\"100230761\" data-ratio=\"0.3936052921719956\" data-type=\"png\" data-w=\"1814\" data-width=\"1814\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-8f0c1a886489dc5f202181bce2a1b394.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=\"mbsxcd1m7d9\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 1. \u56db\u79cd\u8c1c\u9898\u73af\u5883\u7684\u56fe\u89e3\u3002\u6bcf\u4e00\u5217\u5c55\u793a\u4e86\u8c1c\u9898\u4ece\u521d\u59cb\u72b6\u6001\uff08\u4e0a\uff09\u5230\u4e2d\u95f4\u72b6\u6001\uff08\u4e2d\uff09\u518d\u5230\u76ee\u6807\u72b6\u6001\uff08\u4e0b\uff09\u7684\u8fc7\u7a0b\uff1a\u6cb3\u5185\u5854\uff08\u901a\u8fc7\u6728\u6869\u8fd0\u8f93\u5706\u76d8\uff09\u3001\u8df3\u68cb\uff08\u4ea4\u6362\u4e24\u79cd\u989c\u8272\u6807\u8bb0\u7684\u4f4d\u7f6e\uff09\u3001\u6e21\u6cb3\uff08\u5c06\u4e2a\u4f53\u8fd0\u9001\u8fc7\u6cb3\uff09\u548c\u65b9\u5757\u4e16\u754c\uff08\u5806\u6808\u91cd\u65b0\u914d\u7f6e\uff09\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>\u5b9e\u9a8c\u8bbe\u8ba1\u4e0e\u65b9\u6cd5<\/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\u4ee5Claude 3.7 Sonnet<\/span><span>\uff08thinking\/no\u2010thinking\uff09<\/span><span>\u548cDeepSeek\u00adR1\/V3\u4e3a\u4ee3\u8868\uff0c\u5141\u8bb8\u6700\u592764k\u63a8\u7406token\u9884\u7b97\u3002\u5bf9\u6bcf\u79cd\u8c1c\u9898\u3001\u6bcf\u4e2a\u590d\u6742\u5ea6N\uff0c\u5747\u751f\u621025\u4e2a\u5b9e\u4f8b\u5e76\u53d6\u5e73\u5747\u6027\u80fd\u3002\u5b9e\u9a8c\u4e3b\u8981\u8861\u91cf\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\"><span style=\"font-size: 15px\"><span>\u7b54\u6848\u51c6\u786e\u7387\uff1a\u6a21\u578b\u6700\u7ec8\u662f\u5426\u6b63\u786e\u5b8c\u6210\u8c1c\u9898\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u63a8\u7406token\u4f7f\u7528\u91cf<\/span><span>\uff08thinking tokens\uff09<\/span><span>\uff1aLRM\u5728\u601d\u7ef4\u8fc7\u7a0b\u9636\u6bb5\u6d88\u8017\u7684\u8ba1\u7b97\u9884\u7b97\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e2d\u95f4\u89e3\u63a2\u7d22\u8f68\u8ff9<\/span><span>\uff08reasoning traces\uff09<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\uff1a<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u5229\u7528\u6a21\u62df\u5668\u63d0\u53d6\u5e76\u6807\u8bb0\u601d\u8003\u4e2d\u7684\u6bcf\u4e2a\u5019\u9009\u89e3\uff0c\u5206\u6790\u5176\u5148\u540e\u987a\u5e8f\u53ca\u6b63\u786e\u6027\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<section><span><br \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"326\" data-backw=\"562\" data-height=\"990\" data-imgfileid=\"100230763\" data-ratio=\"0.5796252927400468\" data-type=\"png\" data-w=\"1708\" data-width=\"1708\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-3c33d5b53151b3f09bc3f6c9474219e1.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=\"mbsxbtf11r1d\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 2. \u4e0a\u56fe\uff1a\u6211\u4eec\u7684\u8bbe\u7f6e\u53ef\u4ee5\u9a8c\u8bc1\u6700\u7ec8\u7b54\u6848\u548c\u4e2d\u95f4\u63a8\u7406\u75d5\u8ff9\uff0c\u5141\u8bb8\u5bf9\u6a21\u578b\u601d\u7ef4\u884c\u4e3a\u8fdb\u884c\u8be6\u7ec6\u5206\u6790\u3002\u5de6\u4e0b\u548c\u4e2d\u4e0b\uff1a\u5728\u4f4e\u590d\u6742\u5ea6\u4e0b\uff0c\u975e\u601d\u8003\u6a21\u578b\u66f4\u51c6\u786e\uff0c\u6548\u7387\u66f4\u9ad8\u3002\u968f\u7740\u590d\u6742\u6027\u7684\u589e\u52a0\uff0c\u63a8\u7406\u6a21\u578b\u7684\u8868\u73b0\u4f1a\u66f4\u597d\uff0c\u4f46\u9700\u8981\u66f4\u591a\u7684tokens\u2014\u2014\u76f4\u5230\u5b83\u4eec\u90fd\u8d85\u8fc7\u4e86\u4e00\u4e2a\u4e34\u754c\u9608\u503c\uff0c\u5e76\u4e14\u8ddf\u8e2a\u65f6\u95f4\u66f4\u77ed\u3002\u53f3\u4e0b\uff1a\u5bf9\u4e8e\u6b63\u786e\u89e3\u51b3\u7684\u6848\u4f8b\uff0cClaude 3.7 Thinking\u503e\u5411\u4e8e\u5728\u4f4e\u590d\u6742\u6027\u7684\u60c5\u51b5\u4e0b\u65e9\u671f\u627e\u5230\u7b54\u6848\uff0c\u5728\u9ad8\u590d\u6742\u6027\u7684\u60c5\u51b5\u4e0b\u540e\u671f\u627e\u5230\u7b54\u6848\u3002\u5728\u5931\u8d25\u7684\u60c5\u51b5\u4e0b\uff0c\u5b83\u901a\u5e38\u4f1a\u5173\u6ce8\u65e9\u671f\u7684\u9519\u8bef\u7b54\u6848\uff0c\u6d6a\u8d39\u5269\u4f59\u7684tokens\u9884\u7b97\u3002\u8fd9\u4e24\u79cd\u60c5\u51b5\u90fd\u63ed\u793a\u4e86\u63a8\u7406\u8fc7\u7a0b\u7684\u4f4e\u6548\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>\u590d\u6742\u5ea6\u5bf9\u63a8\u7406\u884c\u4e3a\u7684\u5f71\u54cd\uff1a\u4e09\u5927\u9636\u6bb5<\/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: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u968f\u7740\u95ee\u9898\u590d\u6742\u5ea6\u7684\u589e\u52a0\uff0cLRM\u4e0e\u975e\u601d\u7ef4LLM\u5728\u8c1c\u9898\u73af\u5883\u4e2d\u5448\u73b0\u4e09\u4e2a\u663e\u8457\u63a8\u7406\u9636\u6bb5\uff1a<\/span><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4f4e\u590d\u6742\u5ea6\u9636\u6bb5\uff1a\u6807\u51c6LLM\u8868\u73b0\u51fa\u8272\uff0c\u63a8\u7406\u66f4\u9ad8\u6548\u3001\u51c6\u786e\u7387\u751a\u81f3\u8d85\u8fc7LRM\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e2d\u7b49\u590d\u6742\u5ea6\u9636\u6bb5\uff1a\u5f15\u5165\u601d\u7ef4\u75d5\u8ff9\u540e\uff0cLRM\u5f00\u59cb\u5728\u51c6\u786e\u7387\u4e0a\u9886\u5148\uff0c\u4f46\u5176\u63a8\u7406token\u6d88\u8017\u4e5f\u663e\u8457\u6500\u5347\uff1b<\/span><\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u9ad8\u590d\u6742\u5ea6\u9636\u6bb5\uff1a\u65e0\u8bba\u601d\u7ef4\u4e0e\u5426\uff0c\u6240\u6709\u6a21\u578b\u51c6\u786e\u7387\u5747\u9aa4\u964d\uff0c\u51fa\u73b0\u201c\u63a8\u7406\u5d29\u6e83\u201d\u73b0\u8c61\u2014\u2014\u65e0\u6cd5\u7ed9\u51fa\u4efb\u4f55\u6709\u6548\u89e3\u7b54\u3002<\/span><\/span><\/p>\n<\/li>\n<\/ol>\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\u9ad8\u590d\u6742\u5ea6\u533a\u57df\uff0c\u53d1\u73b0LRM\u7684\u63a8\u7406token\u53cd\u800c\u51fa\u73b0\u4e0b\u964d\u8d8b\u52bf\u2014\u2014\u5c3d\u7ba1\u4ecd\u6709\u5145\u8db3\u9884\u7b97\uff0c\u6a21\u578b\u5374\u51cf\u5c11\u601d\u8003\u957f\u5ea6\u5e76\u653e\u5f03\u63a2\u7d22\uff0c\u5bfc\u81f4\u5b8c\u5168\u5931\u8d25\uff1b\u8fd9\u4e00\u201c\u8ba1\u7b97\u89c4\u6a21\u6781\u9650\u201d\u6697\u793a\u4e86\u6a21\u578b\u5728\u9762\u5bf9\u66f4\u6df1\u7ec4\u5408\u94fe\u6761\u65f6\u7684\u56fa\u6709\u969c\u788d\u3002\u6b64\u5916\uff0c\u5373\u4fbf\u5728\u4e2d\u7b49\u590d\u6742\u5ea6\uff0cLRM\u4e5f\u5e38\u5728\u627e\u5230\u6b63\u786e\u89e3\u540e\u7ee7\u7eed\u65e0\u8c13\u63a2\u7d22\uff0c\u4e0d\u4ec5\u62d6\u6162\u63a8\u7406\u901f\u5ea6\uff0c\u66f4\u52a0\u91cd\u4e86\u8ba1\u7b97\u8d1f\u62c5\uff0c\u5370\u8bc1\u4e86\u6587\u732e\u4e2d\u6240\u79f0\u7684\u201c\u8fc7\u5ea6\u601d\u8003\u201d<\/span><span>\uff08overthinking\uff09<\/span><span>\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"225\" data-backw=\"562\" data-height=\"676\" data-imgfileid=\"100230764\" data-ratio=\"0.4\" data-type=\"png\" data-w=\"1690\" data-width=\"1690\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-655098448f121006b88c345f5e147ccb.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=\"mbsxb7e4tai\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 3. \u601d\u7ef4\u6a21\u578b\uff08Claude 3.7 Sonnet with thinking, DeepSeek-R1\uff09\u4e0e\u975e\u601d\u7ef4\u6a21\u578b\uff08Claude 3.7 Sonnet, DeepSeek-V3\uff09\u5728\u6240\u6709\u8c1c\u9898\u73af\u5883\u548c\u4e0d\u540c\u95ee\u9898\u590d\u6742\u7a0b\u5ea6\u4e2d\u7684\u51c6\u786e\u6027\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<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>\u6df1\u5165\u5206\u6790\u601d\u8003\u75d5\u8ff9\uff1a\u63a2\u7d22\u4e0e\u81ea\u6211\u6821\u6b63\u80fd\u529b<\/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: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u501f\u52a9\u6a21\u62df\u5668\u63d0\u53d6\u6bcf\u6761\u601d\u8003\u75d5\u8ff9\u4e2d\u7684\u4e2d\u95f4\u89e3\uff0c\u672c\u7814\u7a76\u5c06\u6b63\u786e\u4e0e\u9519\u8bef\u89e3\u5728\u601d\u7ef4\u8fc7\u7a0b\u4e2d\u7684\u51fa\u73b0\u4f4d\u7f6e\u8fdb\u884c\u5b9a\u91cf\u5bf9\u6bd4\u3002\u7ed3\u679c\u663e\u793a\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: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u7b80\u5355\u95ee\u9898\u4e2d\uff0c\u6b63\u786e\u89e3\u5f80\u5f80\u8f83\u65e9\u51fa\u73b0\uff0c\u4f46\u968f\u540e\u7684\u9519\u8bef\u89e3\u6d8c\u73b0\uff0c\u5206\u5e03\u5411\u601d\u7ef4\u540e\u6bb5\u503e\u659c\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 16px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u4e2d\u7b49\u590d\u6742\u5ea6\u4e2d\uff0c\u6a21\u578b\u521d\u671f\u591a\u63a2\u7d22\u9519\u8bef\u8def\u5f84\uff0c\u53ea\u6709\u5728\u540e\u671f\u624d\u6c47\u805a\u5230\u6b63\u786e\u89e3\uff1b<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u5728\u590d\u6742\u5ea6\u9608\u503c\u4ee5\u4e0a\uff0c\u601d\u8def\u5168\u7ebf\u5d29\u6e83\uff0c\u601d\u8003\u75d5\u8ff9\u4e2d\u518d\u65e0\u4efb\u4f55\u6b63\u786e\u7247\u6bb5\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>\u8fd9\u4e00\u884c\u4e3a\u6a21\u5f0f\u63ed\u793a\u4e86LRM\u6709\u9650\u7684\u81ea\u6211\u6821\u6b63\u80fd\u529b\uff1a\u867d\u7136\u5177\u5907\u4e00\u5b9a\u7ea0\u9519\u6f5c\u529b\uff0c\u5374\u56e0\u6548\u7387\u4f4e\u4e0b\u6216\u8ba1\u7b97\u9884\u7b97\u7ba1\u7406\u5931\u8861\uff0c\u96be\u4ee5\u6301\u7eed\u6536\u655b\u81f3\u89e3\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"186\" data-backw=\"562\" data-height=\"566\" data-imgfileid=\"100230760\" data-ratio=\"0.3309941520467836\" data-type=\"png\" data-w=\"1710\" data-width=\"1710\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-046c21946c87a73236f9b9a08d953f17.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=\"mbsxanrg13jr\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 4. \u5de6\u548c\u4e2d\uff1a\u5728\u56db\u4e2a\u4e0d\u540c\u590d\u6742\u7a0b\u5ea6\u7684\u8c1c\u9898\u7684\u63a8\u7406\u8f68\u8ff9\u4e2d\uff0c\u4e2d\u95f4\u89e3\u51b3\u65b9\u6848\u7684\u4f4d\u7f6e\u548c\u6b63\u786e\u6027\u3002\u2713\u8868\u793a\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6848\uff1bx \u8868\u793a\u4e0d\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u7528\u9634\u5f71\u8868\u793a\u5206\u5e03\u5bc6\u5ea6\uff1b\u53f3\u56fe\uff1a\u6cb3\u5185\u5854\u5728\u4e0d\u540c\u590d\u6742\u7a0b\u5ea6\u4e0b\u7684\u89e3\u51b3\u65b9\u6848\u51c6\u786e\u6027\u4e0e\u601d\u8003\u4f4d\u7f6e\u3002\u7b80\u5355\u95ee\u9898\uff08N=1-3\uff09\u8868\u73b0\u51fa\u65e9\u671f\u7684\u51c6\u786e\u6027\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u800c\u4e0b\u964d\uff08\u8fc7\u5ea6\u601d\u8003\uff09\uff0c\u4e2d\u7b49\u95ee\u9898\uff08N=4-7\uff09\u8868\u73b0\u51fa\u6301\u7eed\u63a8\u7406\u7684\u51c6\u786e\u6027\u7565\u6709\u63d0\u9ad8\uff0c\u590d\u6742\u95ee\u9898\uff08N\u22658\uff09\u8868\u73b0\u51fa\u6301\u7eed\u63a5\u8fd1\u96f6\u7684\u51c6\u786e\u6027\uff0c\u8868\u660e\u5b8c\u5168\u63a8\u7406\u5931\u8d25\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>\u610f\u5916\u53d1\u73b0\u4e0e\u672a\u89e3\u4e4b\u8c1c<\/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>\u4e3a\u9a8c\u8bc1\u6a21\u578b\u7684\u7b26\u53f7\u6267\u884c\u80fd\u529b\uff0c\u7814\u7a76\u56e2\u961f\u5728\u63d0\u793a\u4e2d\u76f4\u63a5\u63d0\u4f9b\u4e86\u6cb3\u5185\u5854<\/span><span>\uff08Tower of Hanoi\uff09<\/span><span>\u7684\u89e3\u51b3\u7b97\u6cd5\uff0c\u7ed3\u679c\u5374\u672a\u89c1\u6027\u80fd\u63d0\u5347\uff0c\u5d29\u6e83\u9608\u503c\u4e0e\u9ed8\u8ba4\u573a\u666f\u57fa\u672c\u4e00\u81f4\uff0c\u51f8\u663eLRM\u5728\u7cbe\u786e\u6267\u884c\u7ed9\u5b9a\u903b\u8f91\u6b65\u9aa4\u65f6\u7684\u5c40\u9650\u3002\u6b64\u5916\uff0c\u4e0d\u540c\u8c1c\u9898\u73af\u5883\u4e2d\uff0c\u6a21\u578b\u7684\u9996\u4e2a\u9519\u8bef\u79fb\u52a8\u6240\u5904\u4f4d\u7f6e\u76f8\u5dee\u751a\u8fdc\uff1a\u5728\u6cb3\u5185\u5854\u4e2d\u53ef\u4fdd\u6301\u6570\u767e\u6b65\u65e0\u5931\u8bef\uff0c\u800c\u5728\u8fc7\u6cb3\u95ee\u9898<\/span><span>\uff08River Crossing\uff09<\/span><span>\u4e2d\u7b2c\u4e00\u9519\u4ec5\u51fa\u73b0\u5728\u7b2c\u56db\u6b65\uff0c\u6216\u8bb8\u4e0e\u8bad\u7ec3\u6570\u636e\u4e2d\u4f8b\u5b50\u7a00\u7f3a\u5ea6\u6709\u5173\uff0c\u63d0\u793aLRM\u4ecd\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u8bb0\u5fc6\u800c\u975e\u7eaf\u7cb9\u7b97\u6cd5\u63a8\u7406\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-backh=\"143\" data-backw=\"562\" data-height=\"430\" data-imgfileid=\"100230765\" data-ratio=\"0.2541371158392435\" data-type=\"png\" data-w=\"1692\" data-width=\"1692\" style=\"width:100%\" src=\"\/wp-content\/uploads\/2025\/06\/wxsync-2025-06-be87746b2a531ed9776cbb0a2912d172.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=\"mbsxa3tcv3t\" data-pm-slice=\"0 0 []\"><span><span>\u56fe 5. (a)\u548c(b)\u5c3d\u7ba1\u5728\u63d0\u793a\u7b26\u4e2d\u63d0\u4f9b\u4e86\u6c42\u89e3\u7b97\u6cd5\uff0c\u4f46\u6267\u884c\u5931\u8d25\u53d1\u751f\u5728\u76f8\u4f3c\u7684\u70b9\uff0c\u7a81\u51fa\u4e86\u903b\u8f91\u6b65\u9aa4\u6267\u884c\u4e2d\u7684\u63a8\u7406\u6a21\u578b\u5c40\u9650\u6027\u3002(c)\u548c(d)\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cClaude 3.7 Sonnet\u6a21\u578b\u5728\u6cb3\u5185\u5854\u7684\u65e0\u9519\u8bef\u5e8f\u5217\u6bd4\u5728\u8fc7\u6cb3\u60c5\u666f\u4e2d\u7684\u65e9\u671f\u9519\u8bef\u957f\u5f97\u591a\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>\u7ed3\u8bba\u3001\u5c55\u671b\u4e0e\u601d\u8003<\/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>\u901a\u8fc7\u53ef\u63a7\u8c1c\u9898\u73af\u5883\u7684\u7cfb\u7edf\u8bc4\u4f30\uff0c\u7814\u7a76\u9996\u6b21\u63ed\u793a\u4e86\u5f53\u524dLRM\u5728\u95ee\u9898\u590d\u6742\u5ea6\u7ef4\u5ea6\u4e0a\u7684\u4e09\u5927\u63a8\u7406\u9636\u6bb5\u4e0e\u8ba1\u7b97\u89c4\u6a21\u6781\u9650\uff0c\u6df1\u5165\u5256\u6790\u4e86\u201c\u8fc7\u5ea6\u601d\u8003\u201d\u4e0e\u81ea\u6211\u6821\u6b63\u7684\u4e0d\u7a33\u5b9a\u6027\uff0c\u5e76\u901a\u8fc7\u601d\u8003\u75d5\u8ff9\u91cf\u5316\u4e86\u6a21\u578b\u7684\u63a2\u7d22\u7b56\u7565\u3002\u7814\u7a76\u6311\u6218\u4e86\u5bf9LRM\u63a8\u7406\u80fd\u529b\u7684\u8bf8\u591a\u5047\u8bbe\uff0c\u8868\u660e\u5176\u5728\u6cdb\u5316\u4e0e\u7b26\u53f7\u64cd\u4f5c\u4e0a\u4ecd\u9762\u4e34\u91cd\u5927\u74f6\u9888\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>\u5c3d\u7ba1\u8c1c\u9898\u73af\u5883\u63d0\u4f9b\u4e86\u4f18\u8d8a\u7684\u590d\u6742\u5ea6\u53ef\u63a7\u6027\u4e0e\u7cbe\u786e\u9a8c\u8bc1\uff0c\u4f46\u6bd5\u7adf\u72ed\u7a84\u5730\u805a\u7126\u4e8e\u7ed3\u6784\u5316\u89c4\u5212\u95ee\u9898\uff0c<\/span><\/span><strong style=\"font-size: 15px\"><span><span>\u96be\u4ee5\u5168\u9762\u4ee3\u8868\u771f\u5b9e\u4e16\u754c\u4e2d\u77e5\u8bc6\u5bc6\u96c6\u578b\u4e0e\u5f00\u653e\u5f0f\u63a8\u7406\u573a\u666f<\/span><\/span><\/strong><span style=\"font-size: 15px\"><span>\u3002\u6b64\u5916\uff0c\u5b9e\u9a8c\u4f9d\u8d56\u95ed\u6e90API\uff0c\u9650\u5236\u4e86\u5bf9\u6a21\u578b\u5185\u90e8\u67b6\u6784\u4e0e\u6743\u91cd\u7684\u6df1\u5165\u5256\u6790\u3002\u6700\u540e\uff0c\u6a21\u62df\u5668\u7684\u7cbe\u786e\u6027\u5728\u9ad8\u5ea6\u975e\u7ed3\u6784\u5316\u9886\u57df\u6216\u96be\u4ee5\u590d\u5236\uff0c\u63d0\u793a\u672a\u6765\u9700\u62d3\u5c55\u81f3\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u3001\u5e38\u8bc6\u63a8\u7406\u7b49\u66f4\u5bcc\u6311\u6218\u6027\u7684\u4efb\u52a1\u57df\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: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;line-height: 1.75em;text-align: right\" data-pm-slice=\"0 0 []\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: right;font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px\"><span>\u5f6d\u6668<\/span><\/span><strong style=\"margin: 0px;padding: 0px;max-width: 100%;text-align: right;font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span>&nbsp;<\/span><\/span><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\"><span>| \u7f16\u8bd1<\/span><\/span><\/strong><\/span><\/strong><\/p>\n<section><span><br \/><\/span><\/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=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;min-height: 1em\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><span style=\"margin: 0px;padding: 0px;max-width: 100%\">\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u8bfb\u4e66\u4f1a\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 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\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u526f\u6559\u6388\u5f20\u62f3\u77f3\u3001\u963f\u91cc\u4e91\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u56e2\u961f\u8d1f\u8d23\u4eba\u6c88\u65ed\u3001\u5f69\u4e91\u79d1\u6280\u9996\u5e2d\u79d1\u5b66\u5bb6\u8096\u8fbe\u3001\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7855\u58eb\u751f\u6768\u660e\u54f2\u548c\u6d59\u6c5f\u5927\u5b66\u535a\u58eb\u751f\u59da\u4e91\u5fd7\u5171\u540c\u53d1\u8d77<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=2247713890&amp;idx=1&amp;sn=816619fcf7efca6f9dea8de014145234&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u300c\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u672c\u8bfb\u4e66\u4f1a\u65e8\u5728\u7a81\u7834\u5927\u6a21\u578b\u201c\u9ed1\u7bb1\u201d\u56f0\u5883\uff0c\u5c1d\u8bd5\u4ece\u4ee5\u4e0b\u56db\u4e2a\u89c6\u89d2\u68b3\u7406\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u7684\u79d1\u5b66\u65b9\u6cd5\u8bba\uff1a<\/span><\/p>\n<p 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\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u81ea\u4e0b\u800c\u4e0a\uff1aTransformer circuit \u4e3a\u4ec0\u4e48\u6709\u6548\uff1f<\/span><\/p>\n<p 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\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u81ea\u4e0a\u800c\u4e0b\uff1a\u795e\u7ecf\u7f51\u7edc\u7684\u7cbe\u7ec6\u51b3\u7b56\u903b\u8f91\u548c\u6027\u80fd\u6839\u56e0\u662f\u5426\u53ef\u4ee5\u88ab\u4e25\u8c28\u3001\u6e05\u6670\u5730\u89e3\u91ca\u6e05\u695a\uff1f<\/span><\/p>\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;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u590d\u6742\u79d1\u5b66\uff1a\u6e17\u6d41\u76f8\u53d8\u3001\u6d8c\u73b0\u3001\u81ea\u7ec4\u7ec7\u7b49\u590d\u6742\u79d1\u5b66\u7406\u8bba\u5982\u4f55\u7406\u89e3\u5927\u6a21\u578b\u7684\u63a8\u7406\u4e0e\u5b66\u4e60\u80fd\u529b\uff1f<\/span><\/section>\n<section style=\"margin: 0px 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;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u7cfb\u7edf\u5de5\u7a0b\uff1a\u5982\u4f55\u62e5\u62b1\u4e0d\u786e\u5b9a\u6027\uff0c\u5728\u5177\u4f53\u7684\u4e1a\u754c\u5b9e\u8df5\u4e2d\u521b\u9020\u4ef7\u503c\uff1f<\/span><\/section>\n<section style=\"margin: 0px 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;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin: 0px 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;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u4e94\u4f4d\u53d1\u8d77\u4eba\u8001\u5e08\u4f1a\u5e26\u9886\u5927\u5bb6\u7814\u8bfb\u9886\u57df\u524d\u6cbf\u8bba\u6587\uff0c\u73b0\u8bda\u9080\u5bf9\u6b64\u8bdd\u9898\u611f\u5174\u8da3\u7684\u670b\u53cb\uff0c\u4e00\u8d77\u5171\u521b\u3001\u5171\u5efa\u3001\u5171\u4eab\u300c\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u300d\u4e3b\u9898\u793e\u533a\uff0c\u901a\u8fc7\u4e92\u76f8\u7684\u4ea4\u6d41\u4e0e\u78b0\u649e\uff0c\u4fc3\u8fdb\u6211\u4eec\u66f4\u6df1\u5165\u7684\u7406\u89e3\u4ee5\u4e0a\u95ee\u9898\u3002\u65e0\u8bba\u60a8\u662f\u81f4\u529b\u4e8e\u7a81\u7834AI\u53ef\u89e3\u91ca\u6027\u7406\u8bba\u74f6\u9888\u7684\u7814\u7a76\u8005\uff0c\u63a2\u7d22\u590d\u6742\u7cfb\u7edf\u4e0e\u667a\u80fd\u672c\u8d28\u7684\u4ea4\u53c9\u5b66\u79d1\u63a2\u7d22\u8005\uff0c\u8fd8\u662f\u8ffd\u6c42\u6a21\u578b\u5b89\u5168\u53ef\u4fe1\u7684\u5de5\u7a0b\u5b9e\u8df5\u8005\uff0c\u8bda\u9080\u60a8\u5171\u540c\u53c2\u4e0e\u8fd9\u573a\u63ed\u5f00\u5927\u6a21\u578b\u201c\u9ed1\u7bb1\u201d\u7684\u601d\u60f3\u76db\u5bb4\u3002<\/span><\/section>\n<section style=\"margin: 0px 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;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin: 0px 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;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\">\u8bfb\u4e66\u4f1a\u8ba1\u5212\u4e8e2025\u5e746\u670819\u65e5\u542f\u52a8\uff0c\u6bcf\u5468\u56db\u665a19:30-21:30\uff0c\u9884\u8ba1\u6301\u7eed\u5206\u4eab10\u5468\u5de6\u53f3\u3002<\/span><\/section>\n<section style=\"margin: 0px 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;line-height: 2em\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px;font-size: 15px\"><br \/><\/span><\/section>\n<section style=\"margin: 0px 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;line-height: 2em\"><a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247713890&amp;idx=1&amp;sn=816619fcf7efca6f9dea8de014145234&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=\"0.5712962962962963\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;border: 0px;max-width: 100%;vertical-align: bottom;height: auto !important;width: 661px !important\" data-backw=\"578\" data-backh=\"330\" src=\"\" \/><\/span><\/a><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<section style=\"margin: 0px 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;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<section 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=2247713890&amp;idx=1&amp;sn=816619fcf7efca6f9dea8de014145234&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u7834\u89e3AI\u9ed1\u7bb1\u7684\u56db\u91cd\u89c6\u89d2\uff1a\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/span><\/section>\n<p style=\"margin: 0px 8px;padding: 0px;max-width: 100%;clear: both;min-height: 1em;, Arial, sans-serif;font-size: 14px;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 0px;text-transform: none\"><span><br \/><\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><strong style=\"letter-spacing: 0.544px;font-size: 16px;text-align: center;, Arial, sans-serif\"><strong style=\"text-align: left;font-family: PingFangSC-light;letter-spacing: 0.544px\"><span style=\"font-size: 15px;letter-spacing: 0.544px\"><span>\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong><span>1.<a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247711641&amp;idx=1&amp;sn=f071197d8ccdd37255cf42618d55ff1f&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u5927\u8bed\u8a00\u6a21\u578b\u590d\u6742\u63a8\u7406\u7684\u81ea\u6211\u8fdb\u5316\u673a\u5236\uff1a\u7814\u7a76\u7efc\u8ff0\u4e0e\u524d\u6cbf\u5c55\u671b<\/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=2247708181&amp;idx=2&amp;sn=a4b802cf4dea9a0a85e60d442e14931a&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u5927\u8bed\u8a00\u6a21\u578b\u7684\u7ec4\u5408\u5173\u7cfb\u63a8\u7406\u57fa\u51c6\u6d4b\u8bd5\u4e0e\u89e3\u6790<\/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<span style=\"font-style: normal\">.<\/span><a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247701609&amp;idx=4&amp;sn=eea02ab3f495ac838b780016d74d54b7&amp;scene=21#wechat_redirect\" data-itemshowtype=\"11\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u5927\u8bed\u8a00\u6a21\u578b\u4f1a\u63a8\u7406\u5417\uff1f<\/span><\/a><\/span><\/strong><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 8px;margin-left: 8px;letter-spacing: 0.544px;, Arial, sans-serif;font-size: 14px\"><strong style=\"letter-spacing: 0.544px\"><span><span style=\"text-decoration: none\">4.<\/span><a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247714367&amp;idx=1&amp;sn=a53ea91c122b2f82d5e0840d521d24a6&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u7cfb\u7edf\u79d1\u5b66\u524d\u6cbf\u5341\u8bb2\uff1a\u7406\u89e3\u81ea\u7136\u3001\u751f\u547d\u4e0e\u793e\u4f1a\u7684\u590d\u6742\u6027<\/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%\">5.&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%\">6.&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%\">7.&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 \u8fd1\u671f\u65b0\u4e00\u4ee3\u524d\u6cbf\u8bed\u8a00\u6a21\u578b\u5f15\u5165\u4e86\u5927\u578b\u63a8\u7406\u6a21\u578b\uff08Large Reasoning Models\uff0cLRMs\uff09\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\u4e4b\u524d\uff0c\u4f1a\u5148\u751f\u6210\u8be6\u5c3d\u7684\u601d\u8003\u8fc7\u7a0b\u3002\u5c3d\u7ba1\u5b83\u4eec\u5728\u5404\u7c7b\u63a8\u7406\u57fa\u51c6\u4e0a\u7684\u8868\u73b0\u663e\u8457\u63d0\u5347\uff0c\u5176\u57fa\u672c\u80fd\u529b\u3001\u89c4\u6a21\u5316\u7279\u6027\u53ca\u5185\u5728\u5c40\u9650\u6027\u4ecd\u672a\u5f97\u5230\u5145\u5206\u7406\u89e3\u3002\u76ee\u524d\u7684\u8bc4\u4f30\u4e3b\u8981\u805a\u7126\u4e8e\u65e2\u6709\u7684\u6570\u5b66\u548c\u7f16\u7801\u57fa\u51c6\uff0c\u5f3a\u8c03\u6700\u7ec8&#8230;<\/p>\n","protected":false},"author":1,"featured_media":60599,"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\/60609"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=60609"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/60609\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/60599"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=60609"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=60609"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=60609"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=60609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}