{"id":29240,"date":"2025-03-24T00:12:27","date_gmt":"2025-03-23T16:12:27","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29240"},"modified":"2025-03-24T00:12:27","modified_gmt":"2025-03-23T16:12:27","slug":"rang-ai-tingxialaisiai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/rang-ai-tingxialaisiai\/","title":{"rendered":"\u8ba9 AI \u505c\u4e0b\u6765\u601d\u8003\uff1aAnthropic &#8220;Think&#8221; \u5de5\u5177\u5982\u4f55\u589e\u5f3a Claude \u63a8\u7406\u80fd\u529b"},"content":{"rendered":"<p>\u8fd1\u671f\uff0cAnthropic \u516c\u53f8\u63a8\u51fa\u4e86\u4e00\u79cd\u540d\u4e3a &#8220;think&#8221; \u7684\u65b0\u5de5\u5177\uff0c\u65e8\u5728\u589e\u5f3a <a href=\"https:\/\/www.kdjingpai.com\/de\/claudeanquanfubai\/\">Claude<\/a> \u6a21\u578b\u5728\u590d\u6742\u95ee\u9898\u89e3\u51b3\u65b9\u9762\u7684\u80fd\u529b\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8 &#8220;think&#8221; \u5de5\u5177\u7684\u8bbe\u8ba1\u7406\u5ff5\u3001\u6027\u80fd\u8868\u73b0\u4ee5\u53ca\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5e76\u5206\u6790\u5176\u5bf9\u672a\u6765 AI \u7cfb\u7edf\u53d1\u5c55\u7684\u6f5c\u5728\u5f71\u54cd\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>&#8220;think&#8221; \u5de5\u5177\uff1a\u8ba9 Claude \u505c\u4e0b\u6765\u601d\u8003<\/h3>\n<p>\u5728\u4e0d\u65ad\u63d0\u5347 Claude \u89e3\u51b3\u590d\u6742\u95ee\u9898\u80fd\u529b\u7684\u8fc7\u7a0b\u4e2d\uff0cAnthropic \u53d1\u73b0\u4e86\u4e00\u79cd\u7b80\u5355\u800c\u6709\u6548\u7684\u65b9\u6cd5\uff1a\u5f15\u5165 &#8220;think&#8221; \u5de5\u5177\u3002&#8221;think&#8221; \u5de5\u5177\u4e3a Claude \u63d0\u4f9b\u4e86\u4e13\u95e8\u7684\u7a7a\u95f4\uff0c\u7528\u4e8e\u5728\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u8fdb\u884c\u7ed3\u6784\u5316\u601d\u8003\u3002<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c&#8221;think&#8221; \u5de5\u5177\u4e0e Claude \u5148\u524d\u63a8\u51fa\u7684\u201c<a href=\"https:\/\/www.anthropic.com\/research\/visible-extended-thinking\">\u6269\u5c55\u601d\u7ef4 (extended thinking)<\/a>\u201d \u529f\u80fd\u6709\u6240\u4e0d\u540c\u3002\u201c\u6269\u5c55\u601d\u7ef4\u201d \u5f3a\u8c03\u7684\u662f Claude \u5728\u751f\u6210\u54cd\u5e94\u00a0<em>\u4e4b\u524d<\/em>\u00a0\u7684\u6df1\u5ea6\u601d\u8003\u548c\u8fed\u4ee3\u8ba1\u5212\u3002\u800c &#8220;think&#8221; \u5de5\u5177\u5219\u662f\u5728 Claude\u00a0<em>\u5f00\u59cb\u751f\u6210\u54cd\u5e94\u4e4b\u540e<\/em>\u00a0\uff0c\u589e\u52a0\u4e00\u4e2a\u6b65\u9aa4\uff0c\u8ba9\u5b83\u505c\u4e0b\u6765\u601d\u8003\u662f\u5426\u5df2\u7ecf\u638c\u63e1\u4e86\u6240\u6709\u5fc5\u8981\u7684\u4fe1\u606f\uff0c\u4ee5\u4fbf\u7ee7\u7eed\u63a8\u8fdb\u3002\u8fd9\u5728\u6267\u884c\u957f\u65f6\u95f4\u7684\u5de5\u5177\u8c03\u7528\u94fe\u6216\u4e0e\u7528\u6237\u8fdb\u884c\u591a\u6b65\u9aa4\u5bf9\u8bdd\u65f6\u7279\u522b\u6709\u7528\u3002<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0c&#8221;think&#8221; \u5de5\u5177\u66f4\u9002\u7528\u4e8e Claude \u65e0\u6cd5\u4ec5\u4ece\u7528\u6237\u67e5\u8be2\u4e2d\u83b7\u5f97\u6240\u6709\u5fc5\u8981\u4fe1\u606f\uff0c\u800c\u9700\u8981\u5904\u7406\u5916\u90e8\u4fe1\u606f\uff08\u4f8b\u5982\u5de5\u5177\u8c03\u7528\u7ed3\u679c\uff09\u7684\u60c5\u51b5\u3002&#8221;think&#8221; \u5de5\u5177\u6240\u6267\u884c\u7684\u63a8\u7406\u4e0d\u5982 \u201c\u6269\u5c55\u601d\u7ef4\u201d \u5168\u9762\uff0c\u66f4\u4fa7\u91cd\u4e8e\u6a21\u578b\u53d1\u73b0\u7684\u00a0<em>\u65b0<\/em>\u00a0\u4fe1\u606f\u3002<\/p>\n<p><a href=\"https:\/\/www.kdjingpai.com\/de\/claudeanquanfubai\/\">Anthropic<\/a> \u5efa\u8bae\u5728\u8f83\u7b80\u5355\u7684\u5de5\u5177\u4f7f\u7528\u573a\u666f\u4e2d\u4f7f\u7528 \u201c\u6269\u5c55\u601d\u7ef4\u201d\uff0c\u4f8b\u5982\u975e\u987a\u5e8f\u5de5\u5177\u8c03\u7528\u6216\u76f4\u63a5\u7684\u6307\u4ee4\u8ddf\u968f\u3002\u201c\u6269\u5c55\u601d\u7ef4\u201d \u4e5f\u9002\u7528\u4e8e\u7f16\u7801\u3001\u6570\u5b66\u548c\u7269\u7406\u7b49\u4e0d\u9700\u8981 Claude \u8c03\u7528\u5de5\u5177\u7684\u573a\u666f\u3002&#8221;think&#8221; \u5de5\u5177\u5219\u66f4\u9002\u5408 Claude \u9700\u8981\u8c03\u7528\u590d\u6742\u5de5\u5177\u3001\u5728\u957f\u65f6\u95f4\u5de5\u5177\u8c03\u7528\u94fe\u4e2d\u4ed4\u7ec6\u5206\u6790\u5de5\u5177\u8f93\u51fa\u3001\u5728\u5177\u6709\u8be6\u7ec6\u6307\u5357\u7684\u7b56\u7565\u73af\u5883\u4e2d\u5bfc\u822a\uff0c\u6216\u8fdb\u884c\u6bcf\u4e00\u6b65\u90fd\u5efa\u7acb\u5728\u524d\u4e00\u6b65\u57fa\u7840\u4e0a\u7684\u987a\u5e8f\u51b3\u7b56\uff08\u9519\u8bef\u4ee3\u4ef7\u9ad8\u6602\uff09\u7684\u573a\u666f\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528\u00a0<a href=\"https:\/\/arxiv.org\/abs\/2406.12045\">\u03c4-Bench<\/a>\u00a0\u6807\u51c6\u5de5\u5177\u89c4\u8303\u683c\u5f0f\u7684\u793a\u4f8b\u5b9e\u73b0\uff1a<\/p>\n<pre><code>{\r\n\"name\": \"think\",\r\n\"description\": \"\u4f7f\u7528\u8be5\u5de5\u5177\u8fdb\u884c\u601d\u8003\u3002\u5b83\u4e0d\u4f1a\u83b7\u53d6\u65b0\u4fe1\u606f\u6216\u66f4\u6539\u6570\u636e\u5e93\uff0c\u53ea\u4f1a\u5c06\u60f3\u6cd5\u9644\u52a0\u5230\u65e5\u5fd7\u4e2d\u3002\u5728\u9700\u8981\u590d\u6742\u63a8\u7406\u6216\u67d0\u4e9b\u7f13\u5b58\u8bb0\u5fc6\u65f6\u4f7f\u7528\u3002\",\r\n\"input_schema\": {\r\n\"type\": \"object\",\r\n\"properties\": {\r\n\"thought\": {\r\n\"type\": \"string\",\r\n\"description\": \"\u4e00\u4e2a\u9700\u8981\u601d\u8003\u7684\u60f3\u6cd5\u3002\"\r\n}\r\n},\r\n\"required\": [\"thought\"]\r\n}\r\n}\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h3>\u03c4-Bench \u6027\u80fd\u6d4b\u8bd5\uff1a\u663e\u8457\u63d0\u5347<\/h3>\n<p>\u4e3a\u4e86\u8bc4\u4f30 &#8220;think&#8221; \u5de5\u5177\u7684\u6027\u80fd\uff0cAnthropic \u4f7f\u7528\u4e86 \u03c4-Bench (tau-bench) \u8fdb\u884c\u6d4b\u8bd5\u3002\u03c4-Bench \u662f\u4e00\u4e2a\u7efc\u5408\u6027\u57fa\u51c6\u6d4b\u8bd5\uff0c\u65e8\u5728\u6d4b\u8bd5\u6a21\u578b\u5728\u73b0\u5b9e\u5ba2\u6237\u670d\u52a1\u573a\u666f\u4e2d\u4f7f\u7528\u5de5\u5177\u7684\u80fd\u529b\uff0c\u5176\u4e2d &#8220;think&#8221; \u5de5\u5177\u662f\u8bc4\u4f30\u6807\u51c6\u73af\u5883\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>\u03c4-Bench \u7531 Sierra Research \u56e2\u961f\u5f00\u53d1\uff0c\u4e8e\u8fd1\u671f\u53d1\u5e03\uff0c\u4e3b\u8981\u8bc4\u4f30 Claude \u5728\u4ee5\u4e0b\u65b9\u9762\u7684\u80fd\u529b\uff1a<\/p>\n<ul>\n<li>\u6a21\u62df\u771f\u5b9e\u7528\u6237\u5bf9\u8bdd\u3002<\/li>\n<li>\u9075\u5faa\u590d\u6742\u7684\u5ba2\u6237\u670d\u52a1\u4ee3\u7406\u7b56\u7565\u6307\u5357\u3002<\/li>\n<li>\u4f7f\u7528\u5404\u79cd\u5de5\u5177\u8bbf\u95ee\u548c\u64cd\u4f5c\u73af\u5883\u6570\u636e\u5e93\u3002<\/li>\n<\/ul>\n<p>\u03c4-Bench \u4f7f\u7528\u7684\u4e3b\u8981\u8bc4\u4f30\u6307\u6807\u662f pass<sup>k<\/sup>\uff0c\u5b83\u8861\u91cf\u7684\u662f\u5728\u7ed9\u5b9a\u4efb\u52a1\u4e2d\uff0c\u6240\u6709 k \u4e2a\u72ec\u7acb\u4efb\u52a1\u8bd5\u9a8c\u90fd\u6210\u529f\u7684\u6982\u7387\uff0c\u5e76\u5728\u6240\u6709\u4efb\u52a1\u4e2d\u53d6\u5e73\u5747\u503c\u3002\u4e0e\u5176\u5b83 LLM \u8bc4\u4f30\u4e2d\u5e38\u89c1\u7684 pass@k \u6307\u6807\uff08\u8861\u91cf k \u4e2a\u8bd5\u9a8c\u4e2d\u81f3\u5c11\u6709\u4e00\u4e2a\u6210\u529f\uff09\u4e0d\u540c\uff0cpass<sup>k<\/sup>\u00a0\u8bc4\u4f30\u7684\u662f\u4e00\u81f4\u6027\u548c\u53ef\u9760\u6027\u2014\u2014\u8fd9\u5bf9\u4e8e\u5ba2\u6237\u670d\u52a1\u5e94\u7528\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u5728\u8fd9\u4e9b\u5e94\u7528\u4e2d\uff0c\u59cb\u7ec8\u9075\u5b88\u7b56\u7565\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<h4>\u6027\u80fd\u5206\u6790<\/h4>\n<p>Anthropic \u7684\u8bc4\u4f30\u6bd4\u8f83\u4e86\u4ee5\u4e0b\u51e0\u79cd\u4e0d\u540c\u7684\u914d\u7f6e\uff1a<\/p>\n<ol>\n<li>\u57fa\u7ebf\uff08\u65e0 &#8220;think&#8221; \u5de5\u5177\uff0c\u65e0\u6269\u5c55\u601d\u7ef4\u6a21\u5f0f\uff09<\/li>\n<li>\u4ec5\u6269\u5c55\u601d\u7ef4\u6a21\u5f0f<\/li>\n<li>\u4ec5 &#8220;think&#8221; \u5de5\u5177<\/li>\n<li>\u5e26\u6709\u4f18\u5316\u63d0\u793a\u7684 &#8220;think&#8221; \u5de5\u5177\uff08\u9488\u5bf9\u822a\u7a7a\u9886\u57df\uff09<\/li>\n<\/ol>\n<p>\u7ed3\u679c\u663e\u793a\uff0c\u5f53 Claude 3.5 Sonnet \u6a21\u578b\u6709\u6548\u4f7f\u7528 &#8220;think&#8221; \u5de5\u5177\u65f6\uff0c\u5728\u57fa\u51c6\u6d4b\u8bd5\u7684 \u201c\u822a\u7a7a\u201d \u548c \u201c\u96f6\u552e\u201d \u5ba2\u6237\u670d\u52a1\u9886\u57df\u90fd\u53d6\u5f97\u4e86\u663e\u8457\u6539\u8fdb\uff1a<\/p>\n<ul>\n<li><strong>\u822a\u7a7a\u9886\u57df<\/strong>\uff1a\u5e26\u6709\u4f18\u5316\u63d0\u793a\u7684 &#8220;think&#8221; \u5de5\u5177\u5728 pass<sup>1<\/sup>\u00a0\u6307\u6807\u4e0a\u8fbe\u5230\u4e86 0.570\uff0c\u800c\u57fa\u7ebf\u4ec5\u4e3a 0.370\uff0c\u76f8\u5bf9\u63d0\u9ad8\u4e86 54%\u3002<\/li>\n<li><strong>\u96f6\u552e\u9886\u57df<\/strong>\uff1a\u4ec5 &#8220;think&#8221; \u5de5\u5177\u5c31\u8fbe\u5230\u4e86 0.812\uff0c\u800c\u57fa\u7ebf\u4e3a 0.783\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29241\" title=\"\u8ba9 AI \u505c\u4e0b\u6765\u601d\u8003\uff1aAnthropic \\\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/216365ed84305ca.jpg\" alt=\"\u8ba9 AI \u505c\u4e0b\u6765\u601d\u8003\uff1aAnthropic \\\" width=\"2200\" height=\"1300\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/216365ed84305ca.jpg 2200w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/216365ed84305ca-768x454.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/216365ed84305ca-1536x908.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/216365ed84305ca-2048x1210.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/216365ed84305ca-18x12.jpg 18w\" sizes=\"auto, (max-width: 2200px) 100vw, 2200px\" \/><\/p>\n<p><center>\u56fe 1\uff1aClaude 3.5 Sonnet \u5728 \u03c4-Bench \u8bc4\u4f30\u7684 &#8220;\u822a\u7a7a&#8221; \u9886\u57df\u56db\u79cd\u4e0d\u540c\u914d\u7f6e\u4e0b\u7684\u6027\u80fd<\/center>&nbsp;<\/p>\n<p>\u4e0b\u8868\u5c55\u793a\u4e86 Claude 3.5 Sonnet \u6a21\u578b\u5728 \u03c4-Bench \u8bc4\u4f30\u7684 &#8220;\u822a\u7a7a&#8221; \u9886\u57df\u56db\u79cd\u4e0d\u540c\u914d\u7f6e\u4e0b\u7684\u5177\u4f53\u6570\u636e\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u914d\u7f6e<\/th>\n<th><em>k<\/em>\u00a0=1<\/th>\n<th><em>k<\/em>\u00a0=2<\/th>\n<th><em>k<\/em>\u00a0=3<\/th>\n<th><em>k<\/em>\u00a0=4<\/th>\n<th><em>k<\/em>\u00a0=5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>&#8220;Think&#8221; + \u63d0\u793a\u8bcd\u4f18\u5316<\/td>\n<td>0.584<\/td>\n<td>0.444<\/td>\n<td>0.384<\/td>\n<td>0.356<\/td>\n<td>0.340<\/td>\n<\/tr>\n<tr>\n<td>\u4ec5&#8221;Think&#8221;\u5de5\u5177<\/td>\n<td>0.404<\/td>\n<td>0.254<\/td>\n<td>0.186<\/td>\n<td>0.140<\/td>\n<td>0.100<\/td>\n<\/tr>\n<tr>\n<td>\u6269\u5c55\u601d\u7ef4<\/td>\n<td>0.412<\/td>\n<td>0.290<\/td>\n<td>0.232<\/td>\n<td>0.192<\/td>\n<td>0.160<\/td>\n<\/tr>\n<tr>\n<td>\u57fa\u7ebf<\/td>\n<td>0.332<\/td>\n<td>0.206<\/td>\n<td>0.148<\/td>\n<td>0.116<\/td>\n<td>0.100<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><center>\u88681\uff1aClaude 3.5 Sonnet \u5728 \u03c4-Bench &#8220;\u822a\u7a7a&#8221; \u9886\u57df\u8bc4\u4f30\u7ed3\u679c<\/center>&nbsp;<\/p>\n<p>\u5728\u822a\u7a7a\u9886\u57df\uff0c\u901a\u8fc7\u5c06 \u201cthink\u201d \u5de5\u5177\u4e0e\u4f18\u5316\u7684\u63d0\u793a\u8bcd\u914d\u5bf9\uff0c\u53ef\u4ee5\u5b9e\u73b0\u6700\u4f73\u6027\u80fd\u3002\u4f18\u5316\u63d0\u793a\u8bcd\u63d0\u4f9b\u4e86\u5728\u5206\u6790\u5ba2\u6237\u8bf7\u6c42\u65f6\u4f7f\u7528\u7684\u63a8\u7406\u65b9\u6cd5\u793a\u4f8b\u3002\u4ee5\u4e0b\u662f\u4f18\u5316\u63d0\u793a\u8bcd\u7684\u793a\u4f8b\uff1a<\/p>\n<pre><code>## \u4f7f\u7528 think \u5de5\u5177\r\n\u5728\u91c7\u53d6\u4efb\u4f55\u884c\u52a8\u6216\u5728\u6536\u5230\u5de5\u5177\u7ed3\u679c\u540e\u56de\u5e94\u7528\u6237\u4e4b\u524d\uff0c\u4f7f\u7528 think \u5de5\u5177\u4f5c\u4e3a\u8349\u7a3f\u677f\u6765\uff1a\r\n- \u5217\u51fa\u9002\u7528\u4e8e\u5f53\u524d\u8bf7\u6c42\u7684\u5177\u4f53\u89c4\u5219\r\n- \u68c0\u67e5\u662f\u5426\u6536\u96c6\u4e86\u6240\u6709\u5fc5\u9700\u7684\u4fe1\u606f\r\n- \u9a8c\u8bc1\u8ba1\u5212\u7684\u64cd\u4f5c\u662f\u5426\u7b26\u5408\u6240\u6709\u7b56\u7565\r\n- \u8fed\u4ee3\u5de5\u5177\u7ed3\u679c\u4ee5\u786e\u4fdd\u6b63\u786e\u6027\r\n\u4ee5\u4e0b\u662f\u5728 think \u5de5\u5177\u4e2d\u8fed\u4ee3\u7684\u4e00\u4e9b\u793a\u4f8b\uff1a\r\n&lt;think_tool_example_1&gt;\r\n\u7528\u6237\u60f3\u8981\u53d6\u6d88\u822a\u73ed ABC123\r\n- \u9700\u8981\u9a8c\u8bc1\uff1a\u7528\u6237 ID\u3001\u9884\u8ba2 ID\u3001\u539f\u56e0\r\n- \u68c0\u67e5\u53d6\u6d88\u89c4\u5219\uff1a\r\n  * \u662f\u5426\u5728\u9884\u8ba2\u540e 24 \u5c0f\u65f6\u5185\uff1f\r\n  * \u5982\u679c\u4e0d\u662f\uff0c\u68c0\u67e5\u673a\u7968\u7b49\u7ea7\u548c\u4fdd\u9669\r\n- \u9a8c\u8bc1\u6ca1\u6709\u822a\u6bb5\u5df2\u98de\u884c\u6216\u5df2\u8fc7\u65f6\r\n- \u8ba1\u5212\uff1a\u6536\u96c6\u7f3a\u5931\u4fe1\u606f\uff0c\u9a8c\u8bc1\u89c4\u5219\uff0c\u83b7\u53d6\u786e\u8ba4\r\n&lt;\/think_tool_example_1&gt;\r\n&lt;think_tool_example_2&gt;\r\n\u7528\u6237\u60f3\u8981\u9884\u8ba2 3 \u5f20\u524d\u5f80\u7ebd\u7ea6\u7684\u673a\u7968\uff0c\u6bcf\u5f20\u673a\u7968\u6709 2 \u4ef6\u6258\u8fd0\u884c\u674e\r\n- \u9700\u8981\u7528\u6237 ID \u6765\u68c0\u67e5\uff1a\r\n  * \u4f1a\u5458\u7b49\u7ea7\u4ee5\u786e\u5b9a\u884c\u674e\u9650\u989d\r\n  * \u4e2a\u4eba\u8d44\u6599\u4e2d\u5b58\u5728\u54ea\u4e9b\u4ed8\u6b3e\u65b9\u5f0f\r\n- \u884c\u674e\u8ba1\u7b97\uff1a\r\n  * \u7ecf\u6d4e\u8231 \u00d7 3 \u540d\u4e58\u5ba2\r\n  * \u5982\u679c\u662f\u666e\u901a\u4f1a\u5458\uff1a\u6bcf\u4eba 1 \u4ef6\u514d\u8d39\u884c\u674e \u2192 3 \u4ef6\u989d\u5916\u884c\u674e = 150 \u7f8e\u5143\r\n  * \u5982\u679c\u662f\u767d\u94f6\u4f1a\u5458\uff1a\u6bcf\u4eba 2 \u4ef6\u514d\u8d39\u884c\u674e \u2192 0 \u4ef6\u989d\u5916\u884c\u674e = 0 \u7f8e\u5143\r\n  * \u5982\u679c\u662f\u9ec4\u91d1\u4f1a\u5458\uff1a\u6bcf\u4eba 3 \u4ef6\u514d\u8d39\u884c\u674e \u2192 0 \u4ef6\u989d\u5916\u884c\u674e = 0 \u7f8e\u5143\r\n- \u9700\u8981\u9a8c\u8bc1\u7684\u4ed8\u6b3e\u89c4\u5219\uff1a\r\n  * \u6700\u591a 1 \u5f20\u65c5\u884c\u5238\uff0c1 \u5f20\u4fe1\u7528\u5361\uff0c3 \u5f20\u793c\u54c1\u5361\r\n  * \u6240\u6709\u4ed8\u6b3e\u65b9\u5f0f\u5fc5\u987b\u5728\u4e2a\u4eba\u8d44\u6599\u4e2d\r\n  * \u65c5\u884c\u5238\u4f59\u989d\u4f5c\u5e9f\r\n- \u8ba1\u5212\uff1a\r\n1. \u83b7\u53d6\u7528\u6237 ID\r\n2. \u9a8c\u8bc1\u4f1a\u5458\u7ea7\u522b\u4ee5\u786e\u5b9a\u884c\u674e\u8d39\r\n3. \u68c0\u67e5\u4e2a\u4eba\u8d44\u6599\u4e2d\u7684\u4ed8\u6b3e\u65b9\u5f0f\u4ee5\u53ca\u662f\u5426\u5141\u8bb8\u7ec4\u5408\u4f7f\u7528\r\n4. \u8ba1\u7b97\u603b\u4ef7\uff1a\u673a\u7968\u4ef7\u683c + \u4efb\u4f55\u884c\u674e\u8d39\r\n5. \u83b7\u53d6\u660e\u786e\u7684\u9884\u8ba2\u786e\u8ba4\r\n&lt;\/think_tool_example_2&gt;\r\n<\/code><\/pre>\n<p>\u7279\u522b\u503c\u5f97\u5173\u6ce8\u7684\u662f\u4e0d\u540c\u65b9\u6cd5\u7684\u6bd4\u8f83\u3002\u4f7f\u7528\u5e26\u6709\u4f18\u5316\u63d0\u793a\u7684 \u201cthink\u201d \u5de5\u5177\u6bd4\u6269\u5c55\u601d\u7ef4\u6a21\u5f0f\uff08\u5176\u6027\u80fd\u4e0e\u672a\u63d0\u793a\u7684 \u201cthink\u201d \u5de5\u5177\u76f8\u4f3c\uff09\u53d6\u5f97\u4e86\u663e\u8457\u66f4\u597d\u7684\u7ed3\u679c\u3002\u5355\u72ec\u4f7f\u7528 \u201cthink\u201d \u5de5\u5177\uff08\u6ca1\u6709\u63d0\u793a\uff09\u6bd4\u57fa\u7ebf\u63d0\u9ad8\u4e86\u6027\u80fd\uff0c\u4f46\u4ecd\u7136\u4e0d\u5982\u4f18\u5316\u65b9\u6cd5\u3002<\/p>\n<p>&#8220;think&#8221; \u5de5\u5177\u4e0e\u4f18\u5316\u63d0\u793a\u7684\u7ed3\u5408\u63d0\u4f9b\u4e86\u663e\u8457\u7684\u6700\u4f73\u6027\u80fd\uff0c\u8fd9\u53ef\u80fd\u662f\u7531\u4e8e\u57fa\u51c6\u6d4b\u8bd5\u4e2d<a href=\"https:\/\/github.com\/sierra-research\/tau-bench\/blob\/main\/tau_bench\/envs\/airline\/wiki.md\">\u822a\u7a7a\u7b56\u7565<\/a>\u90e8\u5206\u7684\u9ad8\u5ea6\u590d\u6742\u6027\uff0c\u6a21\u578b\u4ece \u201c\u601d\u8003\u201d \u793a\u4f8b\u4e2d\u83b7\u76ca\u6700\u591a\u3002<\/p>\n<p>\u5728\u96f6\u552e\u9886\u57df\uff0cAnthropic \u8fd8\u6d4b\u8bd5\u4e86\u5404\u79cd\u914d\u7f6e\uff0c\u4ee5\u4e86\u89e3\u6bcf\u79cd\u65b9\u6cd5\u7684\u5177\u4f53\u5f71\u54cd:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29242\" title=\"\u8ba9 AI \u505c\u4e0b\u6765\u601d\u8003\uff1aAnthropic \\\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/74b937ab381f1d0.jpg\" alt=\"\u8ba9 AI \u505c\u4e0b\u6765\u601d\u8003\uff1aAnthropic \\\" width=\"2560\" height=\"1513\" \/><\/p>\n<p><center>\u56fe 2\uff1aClaude 3.5 Sonnet \u5728 \u03c4-Bench \u8bc4\u4f30\u7684 &#8220;\u96f6\u552e&#8221; \u9886\u57df\u4e09\u79cd\u4e0d\u540c\u914d\u7f6e\u4e0b\u7684\u6027\u80fd<\/center>&nbsp;<\/p>\n<p>\u4e0b\u8868\u5c55\u793a\u4e86 Claude 3.5 Sonnet \u6a21\u578b\u5728 \u03c4-Bench \u8bc4\u4f30\u7684 &#8220;\u96f6\u552e&#8221; \u9886\u57df\u4e09\u79cd\u4e0d\u540c\u914d\u7f6e\u4e0b\u7684\u5177\u4f53\u6570\u636e\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>Configuration<\/th>\n<th><em>k<\/em>\u00a0=1<\/th>\n<th><em>k<\/em>\u00a0=2<\/th>\n<th><em>k<\/em>\u00a0=3<\/th>\n<th><em>k<\/em>\u00a0=4<\/th>\n<th><em>k<\/em>\u00a0=5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4ec5&#8221;Think&#8221;\u5de5\u5177<\/td>\n<td>0.812<\/td>\n<td>0.735<\/td>\n<td>0.685<\/td>\n<td>0.650<\/td>\n<td>0.626<\/td>\n<\/tr>\n<tr>\n<td>\u6269\u5c55\u601d\u7ef4<\/td>\n<td>0.770<\/td>\n<td>0.681<\/td>\n<td>0.623<\/td>\n<td>0.581<\/td>\n<td>0.548<\/td>\n<\/tr>\n<tr>\n<td>\u57fa\u7ebf<\/td>\n<td>0.783<\/td>\n<td>0.695<\/td>\n<td>0.643<\/td>\n<td>0.607<\/td>\n<td>0.583<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><center>\u88682\uff1aClaude 3.5 Sonnet \u5728 \u03c4-Bench &#8220;\u96f6\u552e&#8221; \u9886\u57df\u8bc4\u4f30\u7ed3\u679c<\/center>&nbsp;<\/p>\n<p>\u5373\u4f7f\u6ca1\u6709\u989d\u5916\u7684\u63d0\u793a\uff0c&#8221;think&#8221; \u5de5\u5177\u4e5f\u5b9e\u73b0\u4e86\u6700\u9ad8\u7684 pass<sup>1<\/sup>\u00a0\u5f97\u5206 0.812\u3002<a href=\"https:\/\/github.com\/sierra-research\/tau-bench\/blob\/main\/tau_bench\/envs\/retail\/wiki.md\">\u96f6\u552e\u7b56\u7565<\/a>\u660e\u663e\u6bd4\u822a\u7a7a\u9886\u57df\u66f4\u5bb9\u6613\u5904\u7406\uff0cClaude \u80fd\u591f\u901a\u8fc7\u62e5\u6709\u4e00\u4e2a\u601d\u8003\u7a7a\u95f4\u6765\u63d0\u9ad8\u6027\u80fd\uff0c\u800c\u65e0\u9700\u8fdb\u4e00\u6b65\u6307\u5bfc\u3002<\/p>\n<h4>\u03c4-Bench \u5206\u6790\u7684\u5173\u952e\u89c1\u89e3<\/h4>\n<p>Anthropic \u7684\u8be6\u7ec6\u5206\u6790\u63ed\u793a\u4e86\u51e0\u4e2a\u53ef\u4ee5\u5e2e\u52a9\u6709\u6548\u5b9e\u65bd &#8220;think&#8221; \u5de5\u5177\u7684\u6a21\u5f0f\uff1a<\/p>\n<ol>\n<li><strong>\u5728\u56f0\u96be\u9886\u57df\uff0c\u63d0\u793a\u8bcd\u81f3\u5173\u91cd\u8981<\/strong>\u3002\u4ec5\u4ec5\u63d0\u4f9b &#8220;think&#8221; \u5de5\u5177\u53ef\u80fd\u4f1a\u7a0d\u5fae\u63d0\u9ad8\u6027\u80fd\uff0c\u4f46\u5c06\u5176\u4e0e\u4f18\u5316\u7684\u63d0\u793a\u8bcd\u914d\u5bf9\u53ef\u4ee5\u5728\u56f0\u96be\u9886\u57df\u4ea7\u751f\u663e\u8457\u66f4\u597d\u7684\u7ed3\u679c\u3002\u7136\u800c\uff0c\u8f83\u7b80\u5355\u7684\u9886\u57df\u53ef\u80fd\u4ec5\u4ec5\u901a\u8fc7\u4f7f\u7528 \u201cthink\u201d \u5de5\u5177\u5c31\u80fd\u83b7\u76ca\u3002<\/li>\n<li><strong>\u63d0\u9ad8\u8de8\u8bd5\u9a8c\u7684\u4e00\u81f4\u6027<\/strong>\u3002\u4f7f\u7528 \u201cthink\u201d \u5de5\u5177\u5e26\u6765\u7684\u6539\u8fdb\u5728 pass<sup>k<\/sup>\u00a0\u4e2d\u4fdd\u6301\u5230 k=5\uff0c\u8fd9\u8868\u660e\u8be5\u5de5\u5177\u5e2e\u52a9 Claude \u66f4\u6709\u6548\u5730\u5904\u7406\u8fb9\u7f18\u60c5\u51b5\u548c\u5f02\u5e38\u573a\u666f\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>SWE-Bench \u6027\u80fd\u6d4b\u8bd5\uff1a\u9526\u4e0a\u6dfb\u82b1<\/h3>\n<p>\u5728\u8bc4\u4f30 Claude 3.5 Sonnet \u6a21\u578b\u65f6\uff0cAnthropic \u5728 SWE-Bench \u8bbe\u7f6e\u4e2d\u6dfb\u52a0\u4e86\u7c7b\u4f3c\u7684 \u201cthink\u201d \u5de5\u5177\uff0c\u4f7f\u5176\u8fbe\u5230\u4e86 0.623 \u7684\u6700\u65b0\u6280\u672f\u6c34\u5e73\u3002\u4fee\u6539\u540e\u7684 \u201cthink\u201d \u5de5\u5177\u5b9a\u4e49\u5982\u4e0b\uff1a<\/p>\n<pre><code>{\r\n\"name\": \"think\",\r\n\"description\": \"\u4f7f\u7528\u8be5\u5de5\u5177\u8fdb\u884c\u601d\u8003\u3002\u5b83\u4e0d\u4f1a\u83b7\u53d6\u65b0\u4fe1\u606f\u6216\u5bf9\u5b58\u50a8\u5e93\u8fdb\u884c\u4efb\u4f55\u66f4\u6539\uff0c\u53ea\u4f1a\u8bb0\u5f55\u60f3\u6cd5\u3002\u5728\u9700\u8981\u590d\u6742\u63a8\u7406\u6216\u96c6\u601d\u5e7f\u76ca\u65f6\u4f7f\u7528\u3002\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u63a2\u7d22\u5b58\u50a8\u5e93\u5e76\u53d1\u73b0\u4e86\u9519\u8bef\u7684\u6839\u6e90\uff0c\u8bf7\u8c03\u7528\u6b64\u5de5\u5177\u6765\u96c6\u601d\u5e7f\u76ca\u51e0\u79cd\u72ec\u7279\u7684\u4fee\u590d\u9519\u8bef\u7684\u65b9\u6cd5\uff0c\u5e76\u8bc4\u4f30\u54ea\u4e9b\u66f4\u6539\u53ef\u80fd\u6700\u7b80\u5355\u548c\u6700\u6709\u6548\u3002\u6216\u8005\uff0c\u5982\u679c\u60a8\u6536\u5230\u4e00\u4e9b\u6d4b\u8bd5\u7ed3\u679c\uff0c\u8bf7\u8c03\u7528\u6b64\u5de5\u5177\u6765\u96c6\u601d\u5e7f\u76ca\u4fee\u590d\u5931\u8d25\u6d4b\u8bd5\u7684\u65b9\u6cd5\u3002\",\r\n\"input_schema\": {\r\n\"type\": \"object\",\r\n\"properties\": {\r\n\"thought\": {\r\n\"type\": \"string\",\r\n\"description\": \"\u60a8\u7684\u60f3\u6cd5\u3002\"\r\n}\r\n},\r\n\"required\": [\"thought\"]\r\n}\r\n}\r\n<\/code><\/pre>\n<p>Anthropic \u7684\u5b9e\u9a8c\uff08<em>n<\/em>\u00a0=30 \u4e2a\u5e26\u6709 &#8220;think&#8221; \u5de5\u5177\u7684\u6837\u672c\uff0c\u00a0<em>n<\/em>\u00a0=144 \u4e2a\u6ca1\u6709 &#8220;think&#8221; \u5de5\u5177\u7684\u6837\u672c\uff09\u8868\u660e\uff0c\u5305\u542b\u6b64\u5de5\u5177\u7684\u72ec\u7acb\u6548\u679c\u5e73\u5747\u63d0\u9ad8\u4e86 1.6% \u7684\u6027\u80fd\uff08Welch \u7684\u00a0<em>t<\/em>\u00a0\u68c0\u9a8c\uff1a\u00a0<em>t<\/em>\u00a0(38.89) = 6.71,\u00a0<em>p<\/em>\u00a0&lt; .001,\u00a0<em>d<\/em>\u00a0= 1.47\uff09\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>&#8220;think&#8221; \u5de5\u5177\u7684\u9002\u7528\u573a\u666f<\/h3>\n<p>\u57fa\u4e8e\u8fd9\u4e9b\u8bc4\u4f30\u7ed3\u679c\uff0cAnthropic \u786e\u5b9a\u4e86 Claude \u4ece &#8220;think&#8221; \u5de5\u5177\u4e2d\u83b7\u76ca\u6700\u5927\u7684\u7279\u5b9a\u573a\u666f\uff1a<\/p>\n<ol>\n<li><strong>\u5de5\u5177\u8f93\u51fa\u5206\u6790<\/strong>\uff1a\u5f53 Claude \u9700\u8981\u5728\u884c\u52a8\u4e4b\u524d\u4ed4\u7ec6\u5904\u7406\u5148\u524d\u5de5\u5177\u8c03\u7528\u7684\u8f93\u51fa\uff0c\u5e76\u4e14\u53ef\u80fd\u9700\u8981\u5728\u5176\u65b9\u6cd5\u4e2d\u56de\u6eaf\u65f6\u3002<\/li>\n<li><strong>\u7b56\u7565\u5bc6\u96c6\u578b\u73af\u5883<\/strong>\uff1a\u5f53 Claude \u9700\u8981\u9075\u5faa\u8be6\u7ec6\u7684\u6307\u5357\u5e76\u9a8c\u8bc1\u5408\u89c4\u6027\u65f6\u3002<\/li>\n<li><strong>\u987a\u5e8f\u51b3\u7b56<\/strong>\uff1a\u5f53\u6bcf\u4e2a\u884c\u52a8\u90fd\u5efa\u7acb\u5728\u524d\u4e00\u4e2a\u884c\u52a8\u7684\u57fa\u7840\u4e0a\u5e76\u4e14\u9519\u8bef\u4ee3\u4ef7\u9ad8\u6602\u65f6\uff08\u901a\u5e38\u51fa\u73b0\u5728\u591a\u6b65\u9aa4\u9886\u57df\uff09\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u6700\u4f73\u5b9e\u8df5\uff1a\u5145\u5206\u5229\u7528 &#8220;think&#8221; \u5de5\u5177<\/h3>\n<p>\u4e3a\u4e86\u5145\u5206\u5229\u7528 Claude \u7684 &#8220;think&#8221; \u5de5\u5177\uff0cAnthropic \u6839\u636e\u5176 \u03c4-Bench \u5b9e\u9a8c\u5efa\u8bae\u4ee5\u4e0b\u5b9e\u65bd\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<h4>1. \u6218\u7565\u6027\u63d0\u793a\u4e0e\u7279\u5b9a\u9886\u57df\u7684\u4f8b\u5b50<\/h4>\n<p>\u6700\u6709\u6548\u7684\u65b9\u6cd5\u662f\u63d0\u4f9b\u5173\u4e8e\u4f55\u65f6\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528 &#8220;think&#8221; \u5de5\u5177\u7684\u660e\u786e\u8bf4\u660e\uff0c\u4f8b\u5982\u7528\u4e8e \u03c4-Bench \u822a\u7a7a\u9886\u57df\u7684\u8bf4\u660e\u3002\u63d0\u4f9b\u9488\u5bf9\u60a8\u7684\u7279\u5b9a\u7528\u4f8b\u91cf\u8eab\u5b9a\u5236\u7684\u793a\u4f8b\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6a21\u578b\u4f7f\u7528 &#8220;think&#8221; \u5de5\u5177\u7684\u6548\u7387\uff1a<\/p>\n<ul>\n<li>\u63a8\u7406\u8fc7\u7a0b\u4e2d\u9884\u671f\u7684\u8be6\u7ec6\u7a0b\u5ea6\u3002<\/li>\n<li>\u5982\u4f55\u5c06\u590d\u6742\u6307\u4ee4\u5206\u89e3\u4e3a\u53ef\u64cd\u4f5c\u7684\u6b65\u9aa4\u3002<\/li>\n<li>\u5904\u7406\u5e38\u89c1\u573a\u666f\u7684\u51b3\u7b56\u6811\u3002<\/li>\n<li>\u5982\u4f55\u68c0\u67e5\u662f\u5426\u5df2\u6536\u96c6\u6240\u6709\u5fc5\u8981\u7684\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<h4>2. \u5c06\u590d\u6742\u6307\u5357\u653e\u5728\u7cfb\u7edf\u63d0\u793a\u4e2d<\/h4>\n<p>Anthropic \u53d1\u73b0\uff0c\u5f53 &#8220;think&#8221; \u5de5\u5177\u7684\u8bf4\u660e\u5f88\u957f\u548c\u590d\u6742\u65f6\uff0c\u5c06\u5b83\u4eec\u5305\u542b\u5728\u7cfb\u7edf\u63d0\u793a\u4e2d\u6bd4\u5c06\u5b83\u4eec\u653e\u5728\u5de5\u5177\u63cf\u8ff0\u672c\u8eab\u4e2d\u66f4\u6709\u6548\u3002\u8fd9\u79cd\u65b9\u6cd5\u63d0\u4f9b\u4e86\u66f4\u5e7f\u6cdb\u7684\u4e0a\u4e0b\u6587\uff0c\u5e76\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u5c06\u601d\u7ef4\u8fc7\u7a0b\u6574\u5408\u5230\u5176\u6574\u4f53\u884c\u4e3a\u4e2d\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\u4f55\u65f6\u4e0d\u5e94\u4f7f\u7528 &#8220;think&#8221; \u5de5\u5177<\/h3>\n<p>\u867d\u7136 \u201cthink\u201d \u5de5\u5177\u53ef\u4ee5\u63d0\u4f9b\u5b9e\u8d28\u6027\u7684\u6539\u8fdb\uff0c\u4f46\u5b83\u5e76\u4e0d\u9002\u7528\u4e8e\u6240\u6709\u5de5\u5177\u4f7f\u7528\u573a\u666f\uff0c\u5e76\u4e14\u4f1a\u589e\u52a0\u63d0\u793a\u957f\u5ea6\u548c\u8f93\u51fa <a href=\"https:\/\/www.kdjingpai.com\/de\/tokenization\/\">token<\/a> \u7684\u6210\u672c\u3002\u5177\u4f53\u6765\u8bf4\uff0cAnthropic \u53d1\u73b0 \u201cthink\u201d \u5de5\u5177\u5728\u4ee5\u4e0b\u7528\u4f8b\u4e2d\u6ca1\u6709\u4efb\u4f55\u6539\u8fdb\uff1a<\/p>\n<ol>\n<li><strong>\u975e\u987a\u5e8f\u5de5\u5177\u8c03\u7528<\/strong>\uff1a\u5982\u679c Claude \u53ea\u9700\u8981\u8fdb\u884c\u5355\u4e2a\u5de5\u5177\u8c03\u7528\u6216\u591a\u4e2a\u5e76\u884c\u8c03\u7528\u6765\u5b8c\u6210\u4efb\u52a1\uff0c\u90a3\u4e48\u6dfb\u52a0 \u201cthink\u201d \u5de5\u5177\u4e0d\u592a\u53ef\u80fd\u5e26\u6765\u4efb\u4f55\u6539\u8fdb\u3002<\/li>\n<li><strong>\u7b80\u5355\u7684\u6307\u4ee4\u8ddf\u968f<\/strong>\uff1a\u5f53 Claude \u4e0d\u9700\u8981\u9075\u5b88\u5f88\u591a\u7ea6\u675f\uff0c\u5e76\u4e14\u5176\u9ed8\u8ba4\u884c\u4e3a\u5df2\u7ecf\u8db3\u591f\u597d\u65f6\uff0c\u989d\u5916\u7684 \u201cthink\u201d \u4e0d\u592a\u53ef\u80fd\u5e26\u6765\u6536\u76ca\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u5feb\u901f\u4e0a\u624b\uff1a\u7b80\u5355\u51e0\u6b65\uff0c\u6548\u679c\u663e\u8457<\/h3>\n<p>&#8220;think&#8221; \u5de5\u5177\u662f\u5bf9 Claude \u5b9e\u73b0\u7684\u4e00\u4e2a\u7b80\u5355\u8865\u5145\uff0c\u53ea\u9700\u51e0\u4e2a\u6b65\u9aa4\u5373\u53ef\u4ea7\u751f\u6709\u610f\u4e49\u7684\u6539\u8fdb\uff1a<\/p>\n<ol>\n<li><strong>\u4f7f\u7528\u4ee3\u7406\u5de5\u5177\u4f7f\u7528\u573a\u666f\u8fdb\u884c\u6d4b\u8bd5<\/strong>\u3002\u4ece\u5177\u6709\u6311\u6218\u6027\u7684\u7528\u4f8b\u5f00\u59cb\u2014\u2014\u90a3\u4e9b Claude \u76ee\u524d\u5728\u7b56\u7565\u5408\u89c4\u6027\u6216\u957f\u5de5\u5177\u8c03\u7528\u94fe\u4e2d\u7684\u590d\u6742\u63a8\u7406\u65b9\u9762\u5b58\u5728\u56f0\u96be\u7684\u7528\u4f8b\u3002<\/li>\n<li><strong>\u6dfb\u52a0\u5de5\u5177\u5b9a\u4e49<\/strong>\u3002\u5b9e\u73b0\u4e00\u4e2a\u9488\u5bf9\u60a8\u7684\u9886\u57df\u5b9a\u5236\u7684 &#8220;think&#8221; \u5de5\u5177\u3002\u5b83\u53ea\u9700\u8981\u6700\u5c11\u7684\u4ee3\u7801\uff0c\u4f46\u53ef\u4ee5\u5b9e\u73b0\u66f4\u7ed3\u6784\u5316\u7684\u63a8\u7406\u3002\u8fd8\u53ef\u4ee5\u8003\u8651\u5728\u7cfb\u7edf\u63d0\u793a\u4e2d\u5305\u542b\u6709\u5173\u4f55\u65f6\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528\u8be5\u5de5\u5177\u7684\u8bf4\u660e\uff0c\u5e76\u63d0\u4f9b\u4e0e\u60a8\u7684\u9886\u57df\u76f8\u5173\u7684\u793a\u4f8b\u3002<\/li>\n<li><strong>\u76d1\u63a7\u548c\u6539\u8fdb<\/strong>\u3002\u89c2\u5bdf Claude \u5728\u5b9e\u8df5\u4e2d\u5982\u4f55\u4f7f\u7528\u8be5\u5de5\u5177\uff0c\u5e76\u8c03\u6574\u60a8\u7684\u63d0\u793a\u4ee5\u9f13\u52b1\u66f4\u6709\u6548\u7684\u601d\u7ef4\u6a21\u5f0f\u3002<\/li>\n<\/ol>\n<p>\u6700\u91cd\u8981\u7684\u662f\uff0c\u6dfb\u52a0\u6b64\u5de5\u5177\u5728\u6027\u80fd\u7ed3\u679c\u65b9\u9762\u51e0\u4e4e\u6ca1\u6709\u7f3a\u70b9\u3002\u9664\u975e Claude \u51b3\u5b9a\u4f7f\u7528\u5b83\uff0c\u5426\u5219\u5b83\u4e0d\u4f1a\u6539\u53d8\u5916\u90e8\u884c\u4e3a\uff0c\u4e5f\u4e0d\u4f1a\u5e72\u6270\u60a8\u73b0\u6709\u7684\u5de5\u5177\u6216\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\u603b\u7ed3\u4e0e\u5c55\u671b<\/h3>\n<p>Anthropic \u7684\u7814\u7a76\u8868\u660e\uff0c&#8221;think&#8221; 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