{"id":8558,"date":"2026-05-28T21:15:06","date_gmt":"2026-05-28T13:15:06","guid":{"rendered":"https:\/\/infernews.com\/blog\/context-cot\/"},"modified":"2026-05-28T21:15:06","modified_gmt":"2026-05-28T13:15:06","slug":"context-cot","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/context-cot\/","title":{"rendered":"Context-CoT \u5148\u8b80\u8cc7\u6599\u5f8c\u518d\u63a8\u7406"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/pasted-edb8e4842459.jpg\" alt=\"Hero image preview\"><\/figure>\n<p>Context-CoT \u4fc2\u4e00\u500b\u7528\u4f86\u63d0\u5347\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u300c\u8b80\u5b8c\u65b0\u8cc7\u6599\u518d\u63a8\u7406\u300d\u80fd\u529b\u7684\u9805\u76ee\u3002\u8ad6\u6587\u6307\u51fa\uff0c\u73fe\u6709\u6a21\u578b\u8655\u7406\u4f9d\u8cf4\u4e0a\u4e0b\u6587\u7684\u4efb\u52d9\u6642\u8868\u73fe\u504f\u5f31\uff0c\u5728 CL-Bench \u4e0a\uff0cGPT-5.1 \u7d04\u70ba 23.7%\uff0c\u958b\u6e90\u6a21\u578b\u591a\u6578\u53ea\u6709 13% \u81f3 15%\u3002<\/p>\n<p>\u9019\u6a23\u5c31\u53ef\u4ee5\u89e3\u6c7a\u6a21\u578b\u7d93\u5e38\u53ea\u9760\u539f\u6709\u8a18\u61b6\u7b54\u984c\uff0c\u672a\u80fd\u5f9e\u9577\u7bc7\u6750\u6599\u62bd\u53d6\u91cd\u9ede\u518d\u61c9\u7528\u3002\u5c0d\u6cd5\u5f8b\u6587\u4ef6\u3001\u5de5\u696d\u6392\u932f\u6216\u7814\u7a76\u8cc7\u6599\u6574\u7406\u9019\u985e\u5de5\u4f5c\uff0c\u9019\u500b\u65b9\u5411\u76f8\u7576\u5be6\u969b\u3002<\/p>\n<ul>\n<li>\u5148\u628a\u9577\u4e0a\u4e0b\u6587\u6574\u7406\u6210\u8207\u4efb\u52d9\u76f8\u95dc\u7684\u4e2d\u9593\u8cc7\u8a0a\uff0c\u518d\u5c55\u958b\u63a8\u7406\u3002<\/li>\n<li>\u7522\u751f\u63a8\u7406\u8cc7\u6599\u6642\u76e1\u91cf\u96b1\u85cf\u7b54\u6848\u8207\u8a55\u5206\u898f\u5247\uff0c\u6e1b\u5c11\u8cc7\u6599\u6d29\u6f0f\u3002<\/li>\n<li>\u6309\u76ee\u6a19\u6a21\u578b\u7684\u8f38\u51fa\u7fd2\u6163\u6311\u9078\u63a8\u7406\u8def\u5f91\uff0c\u63d0\u5347\u5fae\u8abf\u6548\u7387\u3002<\/li>\n<li>\u5be6\u9a57\u6307\u5411\u53ef\u660e\u986f\u6e1b\u5c11\u5ffd\u7565\u4e0a\u4e0b\u6587\u7684\u932f\u8aa4\u3002<\/li>\n<\/ul>\n<p>\u4f60\u53ef\u628a\u5b83\u7406\u89e3\u70ba\u4e00\u5957\u300c\u8cc7\u6599\u5408\u6210\u52a0\u5fae\u8abf\u300d\u6d41\u7a0b\uff1a\u5148\u6e96\u5099\u9577\u6587\u672c\u4efb\u52d9\uff0c\u518d\u7528\u4e09\u6bb5\u65b9\u6cd5\u751f\u6210\u9ad8\u8cea\u63a8\u7406\u8cc7\u6599\uff0c\u6700\u5f8c\u62ff\u53bb\u5fae\u8abf\u958b\u6e90\u6a21\u578b\u3002\u9019\u8f03\u9069\u5408\u5df2\u6709\u6a21\u578b\u8a13\u7df4\u6d41\u7a0b\u7684\u5718\u968a\u6216\u7814\u7a76\u8005\u3002<\/p>\n<p>\u8ad6\u6587\u4e26\u672a\u5c55\u793a\u5b8c\u6574\u7248\u672c\u3001\u6a21\u578b\u540d\u55ae\u8207\u5168\u90e8\u5206\u6578\uff0c\u6240\u4ee5\u73fe\u968e\u6bb5\u8f03\u9069\u5408\u8996\u70ba\u6709\u6f5b\u529b\u7684\u8a13\u7df4\u65b9\u6cd5\uff0c\u800c\u975e\u5373\u63d2\u5373\u7528\u5de5\u5177\u3002\u6587\u4e2d\u660e\u78ba\u63d0\u5230\u7684\u6a21\u578b\u5305\u62ec GPT-5.1\uff0c\u5176\u9918\u958b\u6e90\u6a21\u578b\u540d\u7a31\u5728\u73fe\u6709\u5167\u5bb9\u672a\u5b8c\u6574\u5217\u51fa\u3002<\/p>\n<p><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2605.25354v1\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2605.25354v1<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9805\u76ee\u7528\u5408\u6210\u63a8\u7406\u8cc7\u6599\uff0c\u5f37\u5316\u6a21\u578b\u8b80\u9577\u6587\u518d\u4f5c\u7b54\u3002\u91cd\u9ede\u662f\u6e1b\u5c11\u5ffd\u7565\u4e0a\u4e0b\u6587\u7684\u932f\u8aa4\u3002<\/p>\n","protected":false},"author":8,"featured_media":8557,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[189,195,196,197],"tags":[],"class_list":["post-8558","post","type-post","status-publish","format-standard","hentry","category-189","category-195","category-196","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8558","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8558"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8558\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8557"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8558"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8558"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8558"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}