{"id":26849,"date":"2025-02-25T08:49:25","date_gmt":"2025-02-25T00:49:25","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=26849"},"modified":"2025-02-25T08:49:25","modified_gmt":"2025-02-25T00:49:25","slug":"claude-37-sonnet-ba","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/claude-37-sonnet-ba\/","title":{"rendered":"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408"},"content":{"rendered":"<p><img decoding=\"async\" title=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/f9dc01f054ca186.jpg\" alt=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" \/><\/p>\n<p><a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">Anthropic<\/a> \u516c\u53f8\u4e8e\u4eca\u65e5\u53d1\u5e03 <a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">Claude<\/a> 3.7 Sonnet ^1^ \uff0c\u8fd9\u4e0d\u4ec5\u662f Anthropic \u8fc4\u4eca\u4e3a\u6b62\u6700\u667a\u80fd\u7684\u6a21\u578b\uff0c\u66f4\u6807\u5fd7\u7740\u5e02\u573a\u4e0a\u9996\u4e2a\u6df7\u5408\u63a8\u7406\u6a21\u578b\u7684\u8bde\u751f\u3002Claude 3.7 Sonnet \u65e2\u80fd\u63d0\u4f9b\u8fd1\u4e4e\u5373\u65f6\u7684\u54cd\u5e94\uff0c\u4e5f\u80fd\u8fdb\u884c\u66f4\u6df1\u5165\u3001\u9010\u6b65\u7684\u601d\u8003\uff0c\u5e76\u4e14\u601d\u8003\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u3002API \u7528\u6237\u8fd8\u53ef\u4ee5\u7cbe\u7ec6\u5730\u63a7\u5236\u6a21\u578b\u601d\u8003\u7684\u00a0<em>\u65f6\u957f<\/em>\u3002<\/p>\n<p>Claude 3.7 Sonnet \u5728\u4ee3\u7801\u7f16\u5199\u548c\u524d\u7aef Web \u5f00\u53d1\u65b9\u9762\u8868\u73b0\u51fa\u5c24\u4e3a\u663e\u8457\u7684\u63d0\u5347\u3002\u4e0e\u8be5\u6a21\u578b\u4e00\u540c\u53d1\u5e03\u7684\u8fd8\u6709 Claude Code\uff0c\u8fd9\u662f\u4e00\u6b3e\u7528\u4e8e agentic \u7f16\u7801\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u76ee\u524d\u4ee5\u6709\u9650\u7684\u7814\u7a76\u9884\u89c8\u7248\u5f62\u5f0f\u63d0\u4f9b\u3002Claude Code \u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u76f4\u63a5\u4ece\u7ec8\u7aef\u5c06\u5927\u91cf\u7684\u5de5\u7a0b\u4efb\u52a1\u59d4\u6258\u7ed9 Claude \u5b8c\u6210\u3002<\/p>\n<p><img decoding=\"async\" title=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/fe91e4818d490de.jpg\" alt=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" \/><\/p>\n<p>\u73b0\u5728\uff0c\u6240\u6709 Claude \u8ba1\u5212\uff08\u5305\u62ec Free\u3001Pro\u3001Team \u548c Enterprise\uff09\uff0c\u4ee5\u53ca\u00a0Anthropic API\u3001Amazon Bedrock\u00a0\u548c\u00a0Google Cloud Vertex AI\u00a0\u5747\u5df2\u652f\u6301 Claude 3.7 Sonnet\u3002\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u5728\u9664\u514d\u8d39\u7248 Claude \u4e4b\u5916\u7684\u6240\u6709\u5e73\u53f0\u5747\u53ef\u7528\u3002<\/p>\n<p>\u5728\u6807\u51c6\u548c\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u4e0b\uff0cClaude 3.7 Sonnet \u7684\u5b9a\u4ef7\u5747\u4e0e\u5176\u524d\u4ee3\u4ea7\u54c1\u4fdd\u6301\u4e00\u81f4\uff1a\u6bcf\u767e\u4e07\u8f93\u5165 <a href=\"https:\/\/www.kdjingpai.com\/tokenization\/\">tokens<\/a> 3 \u7f8e\u5143\uff0c\u6bcf\u767e\u4e07\u8f93\u51fa tokens 15 \u7f8e\u5143 \u2014\u2014 \u5176\u4e2d\u5305\u62ec\u601d\u8003 tokens\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>Claude 3.7 Sonnet\uff1a\u524d\u6cbf\u63a8\u7406\u8d70\u5411\u5b9e\u7528<\/h2>\n<p>Anthropic \u5728\u5f00\u53d1 Claude 3.7 Sonnet \u65f6\uff0c\u79c9\u6301\u7740\u4e0e\u5176\u4ed6\u63a8\u7406\u6a21\u578b\u4e0d\u540c\u7684\u7406\u5ff5\u3002\u6b63\u5982\u4eba\u7c7b\u4f7f\u7528\u540c\u4e00\u4e2a\u5927\u8111\u8fdb\u884c\u5feb\u901f\u53cd\u5e94\u548c\u6df1\u5165\u601d\u8003\uff0cAnthropic \u8ba4\u4e3a\u63a8\u7406\u5e94\u8be5\u6210\u4e3a\u524d\u6cbf\u6a21\u578b\u7684\u5185\u5728\u96c6\u6210\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u5b8c\u5168\u72ec\u7acb\u7684\u6a21\u578b\u3002\u8fd9\u79cd\u7edf\u4e00\u7684\u65b9\u6cd5\u4e5f\u4e3a\u7528\u6237\u521b\u9020\u4e86\u66f4\u6d41\u7545\u7684\u4f53\u9a8c\u3002<\/p>\n<p>Claude 3.7 Sonnet \u5728\u591a\u4e2a\u65b9\u9762\u4f53\u73b0\u4e86\u8fd9\u4e00\u7406\u5ff5\u3002\u9996\u5148\uff0cClaude 3.7 Sonnet \u96c6\u666e\u901a LLM \u548c\u63a8\u7406\u6a21\u578b\u4e8e\u4e00\u4f53\uff1a\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u6a21\u578b\u4f55\u65f6\u4ee5\u6807\u51c6\u6a21\u5f0f\u5feb\u901f\u54cd\u5e94\uff0c\u4f55\u65f6\u8fdb\u884c\u66f4\u957f\u65f6\u95f4\u7684\u601d\u8003\u540e\u518d\u4f5c\u7b54\u3002\u5728\u6807\u51c6\u6a21\u5f0f\u4e0b\uff0cClaude 3.7 Sonnet \u662f Claude 3.5 Sonnet \u7684\u5347\u7ea7\u7248\u3002\u5728\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u4e0b\uff0c\u6a21\u578b\u4f1a\u5728\u56de\u7b54\u524d\u8fdb\u884c\u81ea\u6211\u53cd\u601d\uff0c\u4ece\u800c\u63d0\u5347\u5176\u5728\u6570\u5b66\u3001\u7269\u7406\u3001\u6307\u4ee4\u8ddf\u968f\u3001\u7f16\u7801\u548c\u8bb8\u591a\u5176\u4ed6\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u3002Anthropic \u53d1\u73b0\uff0c\u5728\u8fd9\u4e24\u79cd\u6a21\u5f0f\u4e0b\uff0c\u5bf9\u6a21\u578b\u8fdb\u884c\u63d0\u793a\u7684\u65b9\u5f0f\u5927\u81f4\u76f8\u540c\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u5f53\u901a\u8fc7 API \u4f7f\u7528 Claude 3.7 Sonnet \u65f6\uff0c\u7528\u6237\u8fd8\u53ef\u4ee5\u63a7\u5236\u601d\u8003\u7684\u00a0<em>\u9884\u7b97<\/em>\uff1a\u7528\u6237\u53ef\u4ee5\u544a\u77e5 Claude \u6700\u591a\u601d\u8003 N \u4e2a tokens\uff0cN \u7684\u503c\u53ef\u4ee5\u8bbe\u7f6e\u4e3a\u6700\u9ad8 128K tokens \u7684\u8f93\u51fa\u9650\u5236\u3002\u8fd9\u4f7f\u5f97\u7528\u6237\u80fd\u591f\u6839\u636e\u9700\u6c42\u5728\u901f\u5ea6\uff08\u548c\u6210\u672c\uff09\u4e0e\u7b54\u6848\u8d28\u91cf\u4e4b\u95f4\u7075\u6d3b\u6743\u8861\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u5728\u63a8\u7406\u6a21\u578b\u7684\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0cAnthropic \u5728\u4f18\u5316\u65b9\u5411\u4e0a\u7565\u5fae\u51cf\u5c11\u4e86\u5bf9\u6570\u5b66\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u7ade\u8d5b\u9898\u76ee\u7684\u4fa7\u91cd\uff0c\u8f6c\u800c\u66f4\u52a0\u5173\u6ce8\u5b9e\u9645\u5e94\u7528\u573a\u666f\uff0c\u4ee5\u66f4\u597d\u5730\u53cd\u6620\u4f01\u4e1a\u7528\u6237\u5982\u4f55\u771f\u6b63\u4f7f\u7528 LLM\u3002<\/p>\n<p>\u65e9\u671f\u6d4b\u8bd5\u00a0\u5df2\u7ecf\u8bc1\u660e\u4e86 Claude \u5728\u5404\u4e2a\u65b9\u9762\u7684\u7f16\u7801\u80fd\u529b\u90fd\u5904\u4e8e\u9886\u5148\u5730\u4f4d\uff1aCursor \u6307\u51fa\uff0cClaude \u518d\u6b21\u6210\u4e3a\u5b9e\u9645\u7f16\u7801\u4efb\u52a1\u4e2d\u7684\u4f7c\u4f7c\u8005\uff0c\u5728\u5904\u7406\u590d\u6742\u4ee3\u7801\u5e93\u5230\u9ad8\u7ea7\u5de5\u5177\u4f7f\u7528\u7b49\u9886\u57df\u5747\u6709\u663e\u8457\u63d0\u5347\u3002Cognition \u53d1\u73b0\uff0c\u5728\u89c4\u5212\u4ee3\u7801\u53d8\u66f4\u548c\u5904\u7406\u5168\u6808\u66f4\u65b0\u65b9\u9762\uff0cClaude \u8fdc\u80dc\u4e8e\u5176\u4ed6\u4efb\u4f55\u6a21\u578b\u3002Vercel \u5f3a\u8c03\u4e86 Claude \u5728\u590d\u6742 agent \u5de5\u4f5c\u6d41\u65b9\u9762\u7684\u5353\u8d8a\u7cbe\u5ea6\uff0c\u800c <a href=\"https:\/\/www.kdjingpai.com\/replit-agent\/\">Replit<\/a> \u5df2\u6210\u529f\u90e8\u7f72 Claude \u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u590d\u6742\u7684 Web \u5e94\u7528\u7a0b\u5e8f\u548c\u4eea\u8868\u677f\uff0c\u8fd9\u5728\u5176\u4ed6\u6a21\u578b\u4e2d\u96be\u4ee5\u5b9e\u73b0\u3002Canva \u7684\u8bc4\u4f30\u8868\u660e\uff0cClaude \u80fd\u591f\u6301\u7eed\u751f\u6210\u53ef\u76f4\u63a5\u6295\u5165\u751f\u4ea7\u7684\u4ee3\u7801\uff0c\u4e0d\u4ec5\u8bbe\u8ba1\u54c1\u5473\u66f4\u4f73\uff0c\u800c\u4e14\u5927\u5e45\u51cf\u5c11\u4e86\u9519\u8bef\u3002<\/p>\n<p><img decoding=\"async\" title=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/2ed195773d14a8d.jpg\" alt=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" \/><br \/>\nClaude 3.7 Sonnet \u5728 SWE-bench Verified \u4e0a\u53d6\u5f97\u4e86\u6700\u4f73\u6027\u80fd\uff0c\u8be5\u57fa\u51c6\u8bc4\u6d4b AI \u6a21\u578b\u89e3\u51b3\u5b9e\u9645\u8f6f\u4ef6\u95ee\u9898\u7684\u80fd\u529b\u3002\u6709\u5173 scaffolding \u7684\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605\u9644\u5f55\u3002<\/p>\n<p><img decoding=\"async\" title=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/87393700bf1ac8f.jpg\" alt=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" \/><br \/>\nClaude 3.7 Sonnet \u5728 TAU-bench \u4e0a\u53d6\u5f97\u4e86\u6700\u4f73\u6027\u80fd\uff0cTAU-bench \u662f\u4e00\u4e2a\u6d4b\u8bd5 AI Agent \u5728\u6d89\u53ca\u7528\u6237\u548c\u5de5\u5177\u4ea4\u4e92\u7684\u590d\u6742\u5b9e\u9645\u4efb\u52a1\u4e2d\u8868\u73b0\u7684\u6846\u67b6\u3002\u6709\u5173 scaffolding \u7684\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605\u9644\u5f55\u3002<\/p>\n<p><img decoding=\"async\" title=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/210ece3f37852b0.jpg\" alt=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" \/><br \/>\nClaude 3.7 Sonnet \u5728\u6307\u4ee4\u8ddf\u968f\u3001\u901a\u7528\u63a8\u7406\u3001\u591a\u6a21\u6001\u80fd\u529b\u548c agentic \u7f16\u7801\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u6269\u5c55\u601d\u8003\u6a21\u5f0f\u66f4\u663e\u8457\u63d0\u5347\u4e86\u5176\u5728\u6570\u5b66\u548c\u79d1\u5b66\u9886\u57df\u7684\u6027\u80fd\u3002\u9664\u4e86\u4f20\u7edf\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0cClaude 3.7 Sonnet \u751a\u81f3\u5728 Pok\u00e9mon \u6e38\u620f\u6d4b\u8bd5\u4e2d\u4e5f\u8d85\u8d8a\u4e86\u6240\u6709\u4e4b\u524d\u7684\u6a21\u578b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>Claude Code\uff1a\u5f00\u53d1\u8005\u7684\u65b0\u52a9\u624b<\/h2>\n<p>\u81ea 2024 \u5e74 6 \u6708\u4ee5\u6765\uff0cSonnet \u5df2\u6210\u4e3a\u5168\u7403\u5f00\u53d1\u4eba\u5458\u7684\u9996\u9009\u6a21\u578b\u3002\u5982\u4eca\uff0cAnthropic \u4ee5\u6709\u9650\u7684\u7814\u7a76\u9884\u89c8\u7248\u5f62\u5f0f\u63a8\u51fa <a href=\"https:\/\/www.kdjingpai.com\/claude-code\/\">Claude Code<\/a> \u2014\u2014 Anthropic \u9996\u6b3e agentic \u7f16\u7801\u5de5\u5177\uff0c\u8fdb\u4e00\u6b65\u4e3a\u5f00\u53d1\u8005\u8d4b\u80fd\u3002<\/p>\n<p>Claude Code \u662f\u4e00\u4f4d\u79ef\u6781\u7684\u534f\u4f5c\u8005\uff0c\u5b83\u53ef\u4ee5\u641c\u7d22\u548c\u9605\u8bfb\u4ee3\u7801\u3001\u7f16\u8f91\u6587\u4ef6\u3001\u7f16\u5199\u548c\u8fd0\u884c\u6d4b\u8bd5\u3001\u63d0\u4ea4\u4ee3\u7801\u5e76\u63a8\u9001\u5230 GitHub\uff0c\u4ee5\u53ca\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177 \u2014\u2014 \u5728\u6bcf\u4e00\u6b65\u90fd\u8ba9\u7528\u6237\u4fdd\u6301\u77e5\u60c5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Claude Code \u5c1a\u5904\u4e8e\u65e9\u671f\u9636\u6bb5\uff0c\u4f46\u5df2\u6210\u4e3a Anthropic \u56e2\u961f\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\uff0c\u5c24\u5176\u662f\u5728\u6d4b\u8bd5\u9a71\u52a8\u5f00\u53d1\u3001\u8c03\u8bd5\u590d\u6742\u95ee\u9898\u548c\u5927\u89c4\u6a21\u91cd\u6784\u65b9\u9762\u3002\u5728\u65e9\u671f\u6d4b\u8bd5\u4e2d\uff0cClaude Code \u5728\u4e00\u6b21\u64cd\u4f5c\u4e2d\u5373\u53ef\u5b8c\u6210\u901a\u5e38\u9700\u8981 45 \u5206\u949f\u4ee5\u4e0a\u624b\u52a8\u64cd\u4f5c\u7684\u4efb\u52a1\uff0c\u4ece\u800c\u663e\u8457\u51cf\u5c11\u4e86\u5f00\u53d1\u65f6\u95f4\u548c\u7ba1\u7406\u6210\u672c\u3002<\/p>\n<p>\u5728\u672a\u6765\u51e0\u5468\u5185\uff0cAnthropic \u8ba1\u5212\u6839\u636e\u7528\u6237\u7684\u4f7f\u7528\u60c5\u51b5\u4e0d\u65ad\u5bf9\u5176\u8fdb\u884c\u6539\u8fdb\uff0c\u5305\u62ec\u63d0\u9ad8\u5de5\u5177\u8c03\u7528\u53ef\u9760\u6027\u3001\u589e\u52a0\u5bf9\u957f\u65f6\u95f4\u8fd0\u884c\u547d\u4ee4\u7684\u652f\u6301\u3001\u6539\u8fdb\u5e94\u7528\u5185\u6e32\u67d3\u6548\u679c\uff0c\u4ee5\u53ca\u589e\u5f3a Claude \u81ea\u8eab\u5bf9\u5176\u80fd\u529b\u7684\u7406\u89e3\u3002<\/p>\n<p>Anthropic \u63a8\u51fa Claude Code \u7684\u76ee\u6807\u662f\u66f4\u597d\u5730\u4e86\u89e3\u5f00\u53d1\u4eba\u5458\u5982\u4f55\u4f7f\u7528 Claude \u8fdb\u884c\u7f16\u7801\uff0c\u4ece\u800c\u4e3a\u672a\u6765\u7684\u6a21\u578b\u6539\u8fdb\u63d0\u4f9b\u4fe1\u606f\u3002\u901a\u8fc7\u52a0\u5165\u6b64\u9884\u89c8\uff0c\u7528\u6237\u5c06\u83b7\u5f97\u4e0e Anthropic \u7528\u4e8e\u6784\u5efa\u548c\u6539\u8fdb Claude \u76f8\u540c\u7684\u5f3a\u5927\u5de5\u5177\u7684\u8bbf\u95ee\u6743\u9650\uff0c\u5e76\u4e14\u7528\u6237\u7684\u53cd\u9988\u5c06\u76f4\u63a5\u5f71\u54cd\u5176\u672a\u6765\u53d1\u5c55\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5728\u4ee3\u7801\u5e93\u4e0a\u4e0e Claude \u534f\u540c\u5de5\u4f5c<\/h2>\n<p>Anthropic \u8fd8\u6539\u8fdb\u4e86 Claude.ai \u4e0a\u7684\u7f16\u7801\u4f53\u9a8c\u3002Anthropic \u7684 GitHub \u96c6\u6210\u73b0\u5df2\u5728\u6240\u6709 Claude \u8ba1\u5212\u4e2d\u63d0\u4f9b \u2014\u2014 \u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u5c06\u5176\u4ee3\u7801\u4ed3\u5e93\u76f4\u63a5\u8fde\u63a5\u5230 Claude\u3002<\/p>\n<p>Claude 3.7 Sonnet \u662f Anthropic \u8fc4\u4eca\u4e3a\u6b62\u6700\u51fa\u8272\u7684\u7f16\u7801\u6a21\u578b\u3002\u51ed\u501f\u5bf9\u7528\u6237\u7684\u4e2a\u4eba\u9879\u76ee\u3001\u5de5\u4f5c\u9879\u76ee\u548c\u5f00\u6e90\u9879\u76ee\u7684\u66f4\u6df1\u5165\u7406\u89e3\uff0c\u5b83\u5c06\u6210\u4e3a\u66f4\u5f3a\u5927\u7684\u5408\u4f5c\u4f19\u4f34\uff0c\u52a9\u529b\u7528\u6237\u4fee\u590d\u9519\u8bef\u3001\u5f00\u53d1\u65b0\u529f\u80fd\u4ee5\u53ca\u6784\u5efa\u6700\u91cd\u8981\u7684 GitHub \u9879\u76ee\u7684\u6587\u6863\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u8d1f\u8d23\u4efb\u7684\u6784\u5efa<\/h2>\n<p>Anthropic \u5bf9 Claude 3.7 Sonnet \u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u6d4b\u8bd5\u548c\u8bc4\u4f30\uff0c\u5e76\u4e0e\u5916\u90e8\u4e13\u5bb6\u5408\u4f5c\uff0c\u4ee5\u786e\u4fdd\u5176\u7b26\u5408 Anthropic \u5728\u5b89\u5168\u6027\u3001\u53ef\u9760\u6027\u548c\u5b89\u5168\u6027\u65b9\u9762\u7684\u6807\u51c6\u3002\u4e0e\u524d\u4ee3\u4ea7\u54c1\u76f8\u6bd4\uff0cClaude 3.7 Sonnet \u5728\u533a\u5206\u6709\u5bb3\u548c\u826f\u6027\u8bf7\u6c42\u65b9\u9762\u4e5f\u66f4\u52a0\u7ec6\u81f4\uff0c\u4e0d\u5fc5\u8981\u7684\u62d2\u7edd\u51cf\u5c11\u4e86 45%\u3002<\/p>\n<p>\u6b64\u7248\u672c\u7684\u7cfb\u7edf\u5361\u6db5\u76d6\u4e86\u591a\u4e2a\u7c7b\u522b\u4e2d\u7684\u6700\u65b0\u5b89\u5168\u7ed3\u679c\uff0c\u8be6\u7ec6\u5206\u6790\u4e86 Anthropic \u7684\u201c\u8d1f\u8d23\u4efb\u7684\u6269\u5c55\u7b56\u7565\u201d\u8bc4\u4f30\uff0c\u5176\u4ed6 AI \u5b9e\u9a8c\u5ba4\u548c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u5c06\u5176\u5e94\u7528\u4e8e\u81ea\u8eab\u5de5\u4f5c\u3002\u8be5\u7cfb\u7edf\u5361\u8fd8\u63a2\u8ba8\u4e86\u8ba1\u7b97\u673a\u4f7f\u7528\u5e26\u6765\u7684\u65b0\u5174\u98ce\u9669\uff0c\u7279\u522b\u662f prompt \u6ce8\u5165\u653b\u51fb\uff0c\u5e76\u89e3\u91ca\u4e86 Anthropic \u5982\u4f55\u8bc4\u4f30\u8fd9\u4e9b\u6f0f\u6d1e\u5e76\u8bad\u7ec3 Claude \u4ee5\u62b5\u6297\u548c\u7f13\u89e3\u5b83\u4eec\u3002\u6b64\u5916\uff0c\u7cfb\u7edf\u5361\u8fd8\u7814\u7a76\u4e86\u63a8\u7406\u6a21\u578b\u53ef\u80fd\u5e26\u6765\u7684\u6f5c\u5728\u5b89\u5168\u4f18\u52bf\uff1a\u7406\u89e3\u6a21\u578b\u5982\u4f55\u505a\u51fa\u51b3\u7b56\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u6a21\u578b\u63a8\u7406\u662f\u5426\u771f\u6b63\u503c\u5f97\u4fe1\u8d56\u548c\u53ef\u9760\u3002\u8bf7\u9605\u8bfb\u5b8c\u6574\u7684\u7cfb\u7edf\u5361\u4ee5\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u5c55\u671b\u672a\u6765<\/h2>\n<p>Claude 3.7 Sonnet \u548c Claude Code \u7684\u53d1\u5e03\uff0c\u6807\u5fd7\u7740 AI \u7cfb\u7edf\u671d\u7740\u771f\u6b63\u589e\u5f3a\u4eba\u7c7b\u80fd\u529b\u7684\u65b9\u5411\u8fc8\u51fa\u4e86\u91cd\u8981\u4e00\u6b65\u3002\u51ed\u501f\u5176\u6df1\u5165\u63a8\u7406\u3001\u81ea\u4e3b\u5de5\u4f5c\u548c\u6709\u6548\u534f\u4f5c\u7684\u80fd\u529b\uff0c\u5b83\u4eec\u6b63\u5e26\u9886\u6211\u4eec\u8d70\u5411\u4e00\u4e2a AI \u80fd\u591f\u4e30\u5bcc\u548c\u6269\u5c55\u4eba\u7c7b\u6210\u5c31\u7684\u672a\u6765\u3002<\/p>\n<p><img decoding=\"async\" title=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/75aaa942a8d8c78.jpg\" alt=\"Claude 3.7 Sonnet \u4e0e Claude Code\uff1a\u524d\u6cbf\u63a8\u7406\u4e0e Agentic \u7f16\u7801\u7684\u7ed3\u5408-1\" \/><\/p>\n<p>Anthropic \u5f88\u9ad8\u5174\u7528\u6237\u80fd\u63a2\u7d22\u8fd9\u4e9b\u65b0\u529f\u80fd\uff0c\u5e76\u671f\u5f85\u770b\u5230\u7528\u6237\u5c06\u521b\u9020\u51fa\u4ec0\u4e48\u3002Anthropic \u59cb\u7ec8\u6b22\u8fce\u7528\u6237\u7684[\u53cd\u9988](mailto: feedback@anthropic.com)\uff0c\u4ee5\u4fbf Anthropic \u6301\u7eed\u6539\u8fdb\u548c\u53d1\u5c55 Anthropic \u7684\u6a21\u578b\u3002<\/p>\n<h4>\u9644\u5f55<\/h4>\n<p>^1 ^\u5173\u4e8e\u00a0\u547d\u540d\u00a0\u7684\u7ecf\u9a8c\u6559\u8bad\u3002<\/p>\n<h3>\u8bc4\u4f30\u6570\u636e\u6765\u6e90<\/h3>\n<ul>\n<li><a href=\"https:\/\/www.kdjingpai.com\/grok\/\">Grok<\/a><\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/geminibardgubu\/\">Gemini<\/a> 2 Pro<\/li>\n<li>o1 and <a href=\"https:\/\/www.kdjingpai.com\/openai-o3-mini-xiban\/\">o3-mini<\/a><\/li>\n<li>Supplementary o1<\/li>\n<li>o1 TAU-bench<\/li>\n<li>Supplementary o3-mini<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/deepseek-chatshena\/\">Deepseek<\/a> R1<\/li>\n<\/ul>\n<h3>TAU-bench<\/h3>\n<p><strong>\u5173\u4e8e scaffolding \u7684\u4fe1\u606f<\/strong><\/p>\n<p>\u8fd9\u4e9b\u5206\u6570\u662f\u901a\u8fc7\u5728 Airline Agent Policy \u4e2d\u6dfb\u52a0\u63d0\u793a\u9644\u5f55\u83b7\u5f97\u7684\uff0c\u8be5\u9644\u5f55\u6307\u793a Claude \u66f4\u597d\u5730\u5229\u7528 \u201c\u89c4\u5212\u201d \u5de5\u5177\u3002\u5728\u8be5\u6a21\u5f0f\u4e0b\uff0cAnthropic \u9f13\u52b1\u6a21\u578b\u5728\u89e3\u51b3\u95ee\u9898\u7684\u591a\u8f6e\u4ea4\u4e92\u8fc7\u7a0b\u4e2d\uff0c\u5199\u4e0b\u5176\u601d\u8003\u8fc7\u7a0b\uff0c\u4ee5\u4fbf\u5145\u5206\u53d1\u6325\u5176\u63a8\u7406\u80fd\u529b\uff0c\u8fd9\u4e0e Anthropic \u901a\u5e38\u7684\u601d\u8003\u6a21\u5f0f\u6709\u6240\u4e0d\u540c\u3002\u4e3a\u4e86\u9002\u5e94 Claude \u56e0\u4f7f\u7528\u66f4\u591a\u601d\u8003\u6b65\u9aa4\u800c\u4ea7\u751f\u7684\u989d\u5916 tokens \u6d88\u8017\uff0cAnthropic \u5c06\u6700\u5927\u6b65\u9aa4\u6570\uff08\u4ee5\u6a21\u578b\u5b8c\u6210\u6b21\u6570\u8ba1\u7b97\uff09\u4ece 30 \u589e\u52a0\u5230 100\uff08\u5927\u591a\u6570\u4ea4\u4e92\u5728 30 \u6b65\u5185\u5b8c\u6210\uff0c\u53ea\u6709\u4e00\u6b21\u4ea4\u4e92\u8d85\u8fc7 50 \u6b65\uff09\u3002<\/p>\n<p>\u6b64\u5916\uff0cClaude 3.5 Sonnet (new) \u7684 TAU-bench \u5206\u6570\u4e0e Anthropic \u6700\u521d\u53d1\u5e03\u65f6\u62a5\u544a\u7684\u5206\u6570\u6709\u6240\u4e0d\u540c\uff0c\u539f\u56e0\u662f\u81ea\u90a3\u65f6\u4ee5\u6765\u6570\u636e\u96c6\u8fdb\u884c\u4e86\u4e00\u4e9b\u5c0f\u7684\u6539\u8fdb\u3002Anthropic \u5728\u66f4\u65b0\u540e\u7684\u6570\u636e\u96c6\u4e0a\u91cd\u65b0\u8fd0\u884c\u4e86\u6d4b\u8bd5\uff0c\u4ee5\u4fbf\u66f4\u51c6\u786e\u5730\u4e0e Claude 3.7 Sonnet \u8fdb\u884c\u6bd4\u8f83\u3002<\/p>\n<h3>SWE-bench Verified<\/h3>\n<p><strong>\u5173\u4e8e scaffolding \u7684\u4fe1\u606f<\/strong><\/p>\n<p>\u89e3\u51b3\u50cf SWE-bench \u8fd9\u6837\u5f00\u653e\u5f0f\u7684 agentic \u4efb\u52a1\u6709\u5f88\u591a\u65b9\u6cd5\u3002\u4e00\u4e9b\u65b9\u6cd5\u5c06\u5927\u90e8\u5206\u590d\u6742\u6027\uff08\u4f8b\u5982\u51b3\u5b9a\u8981\u8c03\u67e5\u6216\u7f16\u8f91\u54ea\u4e9b\u6587\u4ef6\uff0c\u4ee5\u53ca\u8981\u8fd0\u884c\u54ea\u4e9b\u6d4b\u8bd5\uff09\u8f6c\u79fb\u5230\u66f4\u4f20\u7edf\u7684\u8f6f\u4ef6\uff0c\u4ec5\u7559\u4e0b\u6838\u5fc3\u8bed\u8a00\u6a21\u578b\u5728\u9884\u5b9a\u4e49\u7684\u4f4d\u7f6e\u751f\u6210\u4ee3\u7801\uff0c\u6216\u4ece\u66f4\u6709\u9650\u7684\u64cd\u4f5c\u96c6\u5408\u4e2d\u8fdb\u884c\u9009\u62e9\u3002Agentless (Xia et al., 2024) \u662f\u4e00\u79cd\u5728 <a href=\"https:\/\/www.kdjingpai.com\/deepseek-r1nenglixiang\/\">Deepseek R1<\/a> \u548c\u5176\u4ed6\u6a21\u578b\u7684\u8bc4\u4f30\u4e2d\u5e38\u7528\u7684\u6d41\u884c\u6846\u67b6\uff0c\u5b83\u4f7f\u7528 prompt \u548c embedding \u7684\u6587\u4ef6\u68c0\u7d22\u673a\u5236\u3001patch \u5b9a\u4f4d\u4ee5\u53ca\u9488\u5bf9\u56de\u5f52\u6d4b\u8bd5\u7684 best-of-40 \u62d2\u7edd\u62bd\u6837\u6765\u589e\u5f3a agent \u7684\u80fd\u529b\u3002\u5176\u4ed6 scaffolds (\u4f8b\u5982\u00a0Aide) \u901a\u8fc7\u91cd\u8bd5\u3001best-of-N \u6216 Monte Carlo Tree Search (MCTS) \u7b49\u5f62\u5f0f\u7684\u989d\u5916\u6d4b\u8bd5\u65f6\u8ba1\u7b97\u6765\u8fdb\u4e00\u6b65\u589e\u5f3a\u6a21\u578b\u3002<\/p>\n<p>\u5bf9\u4e8e Claude 3.7 Sonnet \u548c Claude 3.5 Sonnet (new)\uff0cAnthropic \u4f7f\u7528\u4e86\u4e00\u79cd\u66f4\u7b80\u5355\u7684\u65b9\u6cd5\uff0cscaffolding \u6781\u5c11\u3002\u5728\u8be5\u65b9\u6cd5\u4e2d\uff0c\u6a21\u578b\u5728\u5355\u4e2a\u4f1a\u8bdd\u4e2d\u51b3\u5b9a\u8981\u8fd0\u884c\u54ea\u4e9b\u547d\u4ee4\u548c\u7f16\u8f91\u54ea\u4e9b\u6587\u4ef6\u3002Anthropic \u4e3b\u8981\u7684 \u201cno extended thinking\u201d pass@1 \u7ed3\u679c\u53ea\u662f\u4e3a\u6a21\u578b\u914d\u5907\u4e86\u6b64\u5904\u63cf\u8ff0\u7684\u4e24\u79cd\u5de5\u5177\u00a0\u2014\u2014 bash \u5de5\u5177\u548c\u901a\u8fc7\u5b57\u7b26\u4e32\u66ff\u6362\u8fdb\u884c\u64cd\u4f5c\u7684\u6587\u4ef6\u7f16\u8f91\u5de5\u5177 \u2014\u2014 \u4ee5\u53ca Anthropic \u5728 TAU-bench \u7ed3\u679c\u4e2d\u63d0\u5230\u7684 \u201c\u89c4\u5212\u5de5\u5177\u201d\u3002\u7531\u4e8e\u57fa\u7840\u8bbe\u65bd\u7684\u9650\u5236\uff0c\u5728 Anthropic \u7684\u5185\u90e8\u57fa\u7840\u8bbe\u65bd\u4e0a\u5b9e\u9645\u53ea\u80fd\u89e3\u51b3 489\/500 \u4e2a\u95ee\u9898\uff08\u5373\uff0c\u9ec4\u91d1\u89e3\u51b3\u65b9\u6848\u901a\u8fc7\u6d4b\u8bd5\uff09\u3002\u5bf9\u4e8e vanilla pass@1 \u5206\u6570\uff0cAnthropic \u5c06 11 \u4e2a\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\u8ba1\u4e3a\u5931\u8d25\uff0c\u4ee5\u4e0e\u5b98\u65b9\u6392\u884c\u699c\u4fdd\u6301\u4e00\u81f4\u3002\u4e3a\u4e86\u900f\u660e\u8d77\u89c1\uff0cAnthropic \u5355\u72ec\u53d1\u5e03\u4e86\u5728 Anthropic \u7684\u57fa\u7840\u8bbe\u65bd\u4e0a\u65e0\u6cd5\u8fd0\u884c\u7684\u6d4b\u8bd5\u7528\u4f8b\u3002<\/p>\n<p>\u5bf9\u4e8e \u201chigh compute\u201d \u6570\u5b57\uff0cAnthropic \u91c7\u7528\u4e86\u989d\u5916\u7684\u590d\u6742\u6027\u548c\u5e76\u884c\u6d4b\u8bd5\u65f6\u8ba1\u7b97\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<ul>\n<li>Anthropic \u4f7f\u7528\u4e0a\u8ff0 scaffold \u91c7\u6837\u591a\u4e2a\u5e76\u884c\u5c1d\u8bd5<\/li>\n<li>Anthropic \u4e22\u5f03\u7834\u574f\u4ed3\u5e93\u4e2d\u53ef\u89c1\u56de\u5f52\u6d4b\u8bd5\u7684 patches\uff0c\u7c7b\u4f3c\u4e8e Agentless \u91c7\u7528\u7684\u62d2\u7edd\u62bd\u6837\u65b9\u6cd5\uff1b\u8bf7\u6ce8\u610f\uff0cAnthropic \u672a\u4f7f\u7528\u9690\u85cf\u7684\u6d4b\u8bd5\u4fe1\u606f\u3002<\/li>\n<li>\u7136\u540e\uff0cAnthropic \u4f7f\u7528\u7c7b\u4f3c\u4e8e Anthropic \u5728\u7814\u7a76\u6587\u7ae0\u00a0\u4e2d\u63cf\u8ff0\u7684 GPQA \u548c AIME \u7ed3\u679c\u7684\u8bc4\u5206\u6a21\u578b\u5bf9\u5269\u4f59\u7684\u5c1d\u8bd5\u8fdb\u884c\u6392\u540d\uff0c\u5e76\u9009\u62e9\u6700\u4f73\u7684\u5c1d\u8bd5\u8fdb\u884c\u63d0\u4ea4\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u5728 Anthropic \u7684\u57fa\u7840\u8bbe\u65bd\u4e0a\u53ef\u5de5\u4f5c\u7684 n=489 \u4e2a\u5df2\u9a8c\u8bc1\u4efb\u52a1\u5b50\u96c6\u4e0a\u4ea7\u751f\u4e86 70.3% \u7684\u5206\u6570\u3002\u5728\u6ca1\u6709\u6b64 scaffold \u7684\u60c5\u51b5\u4e0b\uff0cClaude 3.7 Sonnet \u5728\u4f7f\u7528\u76f8\u540c\u5b50\u96c6\u7684 SWE-bench Verified \u4e0a\u53d6\u5f97\u4e86 63.7% \u7684\u6210\u7ee9\u3002Anthropic \u7684\u5185\u90e8\u57fa\u7840\u8bbe\u65bd\u4e0d\u517c\u5bb9\u7684 11 \u4e2a\u6d4b\u8bd5\u7528\u4f8b\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>scikit-learn__scikit-learn-14710<\/li>\n<li>django__django-10097<\/li>\n<li>psf__requests-2317<\/li>\n<li>sphinx-doc__sphinx-10435<\/li>\n<li>sphinx-doc__sphinx-7985<\/li>\n<li>sphinx-doc__sphinx-8475<\/li>\n<li>matplotlib__matplotlib-20488<\/li>\n<li>astropy__astropy-8707<\/li>\n<li>astropy__astropy-8872<\/li>\n<li>sphinx-doc__sphinx-8595<\/li>\n<li>sphinx-doc__sphinx-9711<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Anthropic \u516c\u53f8\u4e8e\u4eca\u65e5\u53d1\u5e03 Claude 3.7 Sonnet ^1^ \uff0c\u8fd9\u4e0d\u4ec5\u662f Anthropic \u8fc4\u4eca\u4e3a\u6b62\u6700\u667a\u80fd\u7684\u6a21\u578b\uff0c\u66f4\u6807\u5fd7\u7740\u5e02\u573a\u4e0a\u9996\u4e2a\u6df7\u5408\u63a8\u7406\u6a21\u578b\u7684\u8bde\u751f\u3002Claude 3.7 Sonnet \u65e2\u80fd\u63d0\u4f9b\u8fd1\u4e4e\u5373\u65f6\u7684\u54cd\u5e94\uff0c\u4e5f\u80fd\u8fdb\u884c&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[],"class_list":["post-26849","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/26849","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=26849"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/26849\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=26849"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=26849"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=26849"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}