{"id":39154,"date":"2025-03-03T02:01:39","date_gmt":"2025-03-02T18:01:39","guid":{"rendered":"https:\/\/17aitech.com\/?p=39154"},"modified":"2025-03-03T02:01:39","modified_gmt":"2025-03-02T18:01:39","slug":"deepseek-r1%e4%b9%9f%e4%bc%9a%e5%a4%a7%e8%84%91%e8%bf%87%e8%bd%bd%ef%bc%9f%e8%bf%87%e5%ba%a6%e6%80%9d%e8%80%83%e5%90%8e%e6%80%a7%e8%83%bd%e4%b8%8b%e9%99%8d%ef%bc%8c%e5%b0%91%e7%90%a2%e7%a3%a8%e8%ae%a9","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39154","title":{"rendered":"DeepSeek R1\u4e5f\u4f1a\u5927\u8111\u8fc7\u8f7d\uff1f\u8fc7\u5ea6\u601d\u8003\u540e\u6027\u80fd\u4e0b\u964d\uff0c\u5c11\u7422\u78e8\u8ba9\u8ba1\u7b97\u6210\u672c\u76f4\u964d43\uff05"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-02\" target=\"_blank\">DeepSeek R1\u4e5f\u4f1a\u5927\u8111\u8fc7\u8f7d\uff1f\u8fc7\u5ea6\u601d\u8003\u540e\u6027\u80fd\u4e0b\u964d\uff0c\u5c11\u7422\u78e8\u8ba9\u8ba1\u7b97\u6210\u672c\u76f4\u964d43\uff05<\/a><\/p>\n<p>\u539f\u6765\uff0c\u5927\u578b\u63a8\u7406\u6a21\u578b\uff08Large Reasoning Model\uff0cLRM\uff09\u50cf\u4eba\u4e00\u6837\uff0c\u5728\u300c\u7528\u8111\u8fc7\u5ea6\u300d\u4e5f\u4f1a\u5d29\u6e83\uff0c\u8fdb\u800c\u884c\u52a8\u80fd\u529b\u4e0b\u964d\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u3001UIUC\u3001ETH Zurich\u3001CMU \u7b49\u673a\u6784\u7684\u7814\u7a76\u8005\u89c2\u5bdf\u5230\u4e86\u8fd9\u4e00\u73b0\u8c61\uff0c\u4ed6\u4eec\u5206\u6790\u4e86 LRM \u5728\u6267\u884c\u667a\u80fd\u4f53\u4efb\u52a1\u8fc7\u7a0b\u4e2d\u5b58\u5728\u7684\u63a8\u7406 &#8211; \u884c\u52a8\u56f0\u5883\uff0c\u5e76\u7740\u91cd\u5f3a\u8c03\u4e86\u8fc7\u5ea6\u601d\u8003\u7684\u5371\u9669\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-652040f0c50a8a1c525e71001a593aab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-652040f0c50a8a1c525e71001a593aab.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aThe Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2502.08235<\/section>\n<\/li>\n<\/ul>\n<p>\u5728\u300c\u5355\u673a\u6a21\u5f0f\u300d\u4e0b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u5b9e\u65f6\u4e92\u52a8\u7684\u73af\u5883\u4e2d\u4ecd\u662f\u300c\u601d\u60f3\u4e0a\u7684\u5de8\u4eba\uff0c\u884c\u52a8\u4e2d\u7684\u77ee\u5b50\u300d\u3002\u6a21\u578b\u5728\u9762\u5bf9\u4efb\u52a1\u65f6\u603b\u8981\u7ea0\u7ed3\uff1a\u662f\u64b8\u8d77\u8896\u5b50\u76f4\u63a5\u5e72\uff0c\u8fd8\u662f\u63a8\u6f14\u6e05\u695a\u6bcf\u4e00\u6b65\u4e4b\u540e\u518d\u4e0b\u624b\uff1f<\/p>\n<p>\u90a3\u4e48\u60f3\u8981\u8ba9 LRM \u4f5c\u4e3a\u667a\u80fd\u4f53\u7684\u5927\u8111\uff0c\u8ba9\u5b83\u4eec\u628a\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u810f\u6d3b\u7d2f\u6d3b\u90fd\u89e3\u51b3\u4e86\u3002\u5e76\u4e14\uff0c\u5728\u540c\u65f6\u83b7\u53d6\u4fe1\u606f\u3001\u4fdd\u6301\u8bb0\u5fc6\u5e76\u4f5c\u51fa\u53cd\u5e94\u7684\u590d\u6742\u73af\u5883\u4e2d\uff0c\u8fd9\u4e9b\u5177\u5907\u601d\u8003\u80fd\u529b\u7684 AI \u5e94\u5f53\u5982\u4f55\u5e73\u8861\u300c\u60f3\u300d\u548c\u300c\u505a\u300d\u7684\u5173\u7cfb\uff1f<\/p>\n<p>\u4e3a\u4e86\u56de\u7b54\u8fd9\u4e9b\u95ee\u9898\uff0c\u7814\u7a76\u8005\u9996\u6b21\u5168\u9762\u8c03\u7814\u4e86\u667a\u80fd\u4f53\u4efb\u52a1\u4e2d\u7684 LRM\uff08\u5305\u62ec o1\u3001DeepSeek R1\u3001 Qwen2.5 \u7b49\uff09\u4ee5\u53ca\u5b83\u4eec\u5b58\u5728\u7684\u63a8\u7406 &#8211; \u884c\u52a8\u56f0\u5883\u3002\u4ed6\u4eec\u4f7f\u7528\u4e86\u73b0\u5b9e\u4e16\u754c\u7684\u8f6f\u4ef6\u5de5\u7a0b\u4efb\u52a1\u4f5c\u4e3a\u5b9e\u9a8c\u6846\u67b6\uff0c\u5e76\u4f7f\u7528 SWE-bench Verified \u57fa\u51c6\u4ee5\u53ca OpenHands \u6846\u67b6\u5185\u7684 CodeAct \u667a\u80fd\u4f53\u67b6\u6784\u3002<\/p>\n<p>\u7814\u7a76\u8005\u521b\u5efa\u4e86\u4e00\u4e2a\u53d7\u63a7\u73af\u5883\uff0c\u5176\u4e2d LRM \u5fc5\u987b\u5728\u4fe1\u606f\u6536\u96c6\u4e0e\u63a8\u7406\u94fe\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\uff0c\u540c\u65f6\u5728\u591a\u4e2a\u4ea4\u4e92\u4e2d\u4e2a\u4fdd\u6301\u4e0a\u4e0b\u6587\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u9002\u5f53\u7684\u5e73\u8861\u53d8\u5f97\u81f3\u5173\u91cd\u8981\uff0c\u8fc7\u5ea6\u5185\u90e8\u63a8\u7406\u94fe\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5bf9\u73af\u5883\u505a\u51fa\u9519\u8bef\u5047\u8bbe\u3002<\/p>\n<p>\u4ece\u89c2\u5bdf\u7ed3\u679c\u6765\u770b\uff0c\u5728\u63a8\u7406 &#8211; \u884c\u52a8\u56f0\u5883\u4e2d\uff0cLRM \u8868\u73b0\u51fa\u4e86\u4e00\u81f4\u7684\u884c\u4e3a\u6a21\u5f0f\uff0c\u5373\u503e\u5411\u4e8e\u5185\u90e8\u6a21\u62df\u800c\u4e0d\u662f\u73af\u5883\u4ea4\u4e92\u3002\u5b83\u4eec\u4f1a\u8017\u8d39\u5927\u628a\u65f6\u95f4\u6765\u6784\u5efa\u590d\u6742\u7684\u9884\u6d4b\u884c\u52a8\u94fe\uff0c\u800c\u4e0d\u662f\u9002\u5e94\u5b9e\u9645\u7684\u7cfb\u7edf\u54cd\u5e94\u3002<strong>\u7814\u7a76\u8005\u5c06\u8fd9\u79cd\u73b0\u8c61\u79f0\u4e3a\u8fc7\u5ea6\u601d\u8003<\/strong>\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-02290b1e13a1f0dcd13b56e5aca4c810.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-02290b1e13a1f0dcd13b56e5aca4c810.png\"><\/a><\/p>\n<p>\u4e3a\u4e86\u5bf9\u8fc7\u5ea6\u601d\u8003\u8fdb\u884c\u91cf\u5316\uff0c\u7814\u7a76\u8005\u4f7f\u7528 LLM-as-a-judge \u5f00\u53d1\u5e76\u9a8c\u8bc1\u4e86\u4e00\u4e2a\u7cfb\u7edf\u8bc4\u4f30\u6846\u67b6\u3002\u8be5\u6846\u67b6\u786e\u5b9a\u4e86\u4e09\u79cd\u5173\u952e\u6a21\u5f0f\uff0c\u5206\u522b\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\n<section>\u5206\u6790\u762b\u75ea\uff08Analysis Paralysis\uff09<\/section>\n<\/li>\n<li>\n<section>\u6076\u610f\u884c\u4e3a\uff08Rogue Actions\uff09<\/section>\n<\/li>\n<li>\n<section>\u8fc7\u65e9\u653e\u5f03\uff08Premature Disengagement\uff09<\/section>\n<\/li>\n<\/ul>\n<p>\u672c\u6587\u4f7f\u7528\u7684\u8bc4\u5206\u7cfb\u7edf\u4e0e\u4eba\u7c7b\u4e13\u5bb6\u8bc4\u4f30\u5bc6\u5207\u76f8\u5173\uff0c\u5e76\u8bc1\u5b9e\u4e86\u8be5\u7cfb\u7edf\u5728\u8bc4\u4f30\u300cLRM \u503e\u5411\u4e8e\u5185\u90e8\u6a21\u62df\u800c\u4e0d\u662f\u73af\u5883\u4ea4\u4e92\u300d\u7684\u53ef\u9760\u6027\u3002\u4ed6\u4eec\u4f7f\u7528\u7cfb\u7edf\u5206\u6790\u4e86 4018 \u6761\u8f68\u8ff9\uff0c\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u7efc\u5408\u6027\u5f00\u6e90\u6570\u636e\u96c6\uff0c\u4ee5\u63a8\u8fdb\u5728\u667a\u80fd\u4f53\u73af\u5883\u4e2d\u5e73\u8861\u63a8\u7406\u4e0e\u884c\u52a8\u7684\u7814\u7a76\u3002<\/p>\n<p>\u7814\u7a76\u8005\u7684\u7edf\u8ba1\u5206\u6790\u7ed3\u679c\u63ed\u793a\u4e86\u8fc7\u5ea6\u601d\u8003\u884c\u4e3a\u7684\u4e24\u79cd\u4e0d\u540c\u6a21\u5f0f\u3002\u9996\u5148\uff0c\u56de\u5f52\u5206\u6790\u8868\u660e\uff0c\u65e0\u8bba\u662f\u63a8\u7406\u8fd8\u662f\u975e\u63a8\u7406\u6a21\u578b\uff0c\u8fc7\u5ea6\u601d\u8003\u4e0e\u95ee\u9898\u89e3\u51b3\u7387\u4e4b\u95f4\u5b58\u5728\u663e\u8457\u7684\u8d1f\u76f8\u5173\u6027\uff08\u5982\u56fe 1\uff09\uff0c <strong>\u540e\u8005\u968f\u7740\u8fc7\u5ea6\u601d\u8003\u7684\u589e\u52a0\u800c\u51fa\u73b0\u6025\u5267\u7684\u6027\u80fd\u4e0b\u964d<\/strong>\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-78b17fecedb222728e30c4cf1d898a99.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-78b17fecedb222728e30c4cf1d898a99.png\"><\/a><\/p>\n<p>\u5176\u6b21\uff0c\u76f4\u63a5\u6bd4\u8f83\u8868\u660e\uff0c\u63a8\u7406\u6a21\u578b\u59cb\u7ec8\u8868\u73b0\u51fa\u66f4\u9ad8\u7684\u8fc7\u5ea6\u601d\u8003\u5206\u6570\uff0c\u51e0\u4e4e\u662f\u975e\u63a8\u7406\u6a21\u578b\u7684\u4e09\u500d\uff0c\u5982\u8868 2 \u6240\u793a\u3002\u8fd9\u610f\u5473\u7740\uff0c\u63a8\u7406\u6a21\u578b\u66f4\u5bb9\u6613\u53d7\u5230\u8fc7\u5ea6\u601d\u8003\u7684\u5f71\u54cd\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-33a1a5f0b405aebba6d05c86115e7bff.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-33a1a5f0b405aebba6d05c86115e7bff.png\"><\/a><\/p>\n<p>\u56e0\u6b64\uff0c\u9488\u5bf9\u667a\u80fd\u4f53\u73af\u5883\u4e2d LRM \u7684\u8fc7\u5ea6\u601d\u8003\u73b0\u8c61\uff0c\u7814\u7a76\u8005\u63d0\u51fa\u4e86\u4e24\u79cd\u6f5c\u5728\u7684\u65b9\u6cd5\u6765\u7f13\u89e3\uff0c\u5206\u522b\u662f\u539f\u751f\u51fd\u6570\u8c03\u7528\u548c\u9009\u62e9\u6027\u5f3a\u5316\u5b66\u4e60\u3002\u8fd9\u4e24\u79cd\u65b9\u6cd5\u90fd\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u8fc7\u5ea6\u601d\u8003\uff0c\u540c\u65f6\u63d0\u9ad8\u6a21\u578b\u6027\u80fd\uff0c\u5c24\u5176\u662f\u51fd\u6570\u8c03\u7528\u6a21\u578b\u663e\u793a\u51fa\u4e86\u6709\u6f5c\u529b\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u81f3\u4e8e\u89e3\u51b3 LRM \u7684\u8fc7\u5ea6\u601d\u8003\u95ee\u9898\u6709\u54ea\u4e9b\u597d\u5904\uff1f\u7814\u7a76\u8005\u8868\u793a\u53ef\u4ee5\u5e26\u6765\u5de8\u5927\u7684\u5b9e\u9645\u6548\u76ca\uff0c\u6bd4\u5982\u8fd0\u884c\u5177\u6709\u5f3a\u63a8\u7406\u80fd\u529b\u7684 o1 \u53ef\u4ee5\u5b9e\u73b0 29.1% \u7684\u95ee\u9898\u89e3\u51b3\u7387\uff0c\u4f46\u6210\u672c\u4e3a 1400 \u7f8e\u5143\uff1b\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u8fd0\u884c\u8f83\u4f4e\u63a8\u7406\u80fd\u529b\u7684 o1 \u53d8\u4f53\u53ef\u4ee5\u5b9e\u73b0 21.0% \u7684\u95ee\u9898\u89e3\u51b3\u7387\uff0c\u6210\u672c\u53ea\u6709 400 \u7f8e\u5143\uff0c\u964d\u4f4e\u4e86 3.5 \u500d\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u4e0e\u4f7f\u7528\u6210\u672c\u9ad8\u6602\u7684\u5f3a\u63a8\u7406\u914d\u7f6e\u76f8\u6bd4\uff0c\u751f\u6210\u4e24\u4e2a\u8f83\u5c11\u63a8\u7406\u91cf\u7684\u89e3\u51b3\u65b9\u6848\uff08\u603b\u8ba1 800 \u7f8e\u5143\uff09\u5e76\u9009\u62e9\u5176\u4e2d\u8fc7\u5ea6\u601d\u8003\u5206\u6570\u8f83\u4f4e\u7684\u4e00\u4e2a\uff0c\u5219\u53ef\u4ee5\u5b9e\u73b0 27.3% \u7684\u95ee\u9898\u89e3\u51b3\u7387\u3002<strong>\u8fd9\u79cd\u7b80\u5355\u7684\u7b56\u7565\u51e0\u4e4e\u4e0e\u5f3a\u63a8\u7406\u914d\u7f6e\u7684\u8868\u73b0\u76f8\u5f53\uff0c\u540c\u65f6\u5c06\u8ba1\u7b97\u6210\u672c\u964d\u4f4e\u4e86 43%\u3002<\/strong><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-35a79dff9d8ad534a97aabcd431f8343.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-35a79dff9d8ad534a97aabcd431f8343.png\"><\/a><\/p>\n<p><strong>\u8fc7\u5ea6\u601d\u8003<\/strong><\/p>\n<p>\u672c\u6587\u89c2\u5bdf\u5230\uff0c\u5728\u667a\u80fd\u4f53\u51b3\u7b56\u4efb\u52a1\u4e2d\uff0cLRM \u4e0d\u65ad\u9762\u4e34\u63a8\u7406 &#8211; \u884c\u52a8\u56f0\u5883\uff0c\u5fc5\u987b\u5728\u4ee5\u4e0b\u4e24\u8005\u4e4b\u95f4\u8fdb\u884c\u57fa\u672c\u6743\u8861\uff1a<\/p>\n<ul>\n<li>\n<section>\u4e0e\u73af\u5883\u7684\u76f4\u63a5\u4ea4\u4e92\uff0c\u6a21\u578b\u6267\u884c\u52a8\u4f5c\u5e76\u63a5\u6536\u53cd\u9988\u3002<\/section>\n<\/li>\n<li>\n<section>\u5185\u90e8\u63a8\u7406\uff0c\u6a21\u578b\u5728\u91c7\u53d6\u884c\u52a8\u4e4b\u524d\u5bf9\u5047\u8bbe\u6027\u7ed3\u679c\u8fdb\u884c\u63a8\u7406\u3002<\/section>\n<\/li>\n<\/ul>\n<p><strong>\u8fc7\u5ea6\u601d\u8003\u7684\u8868\u73b0<\/strong><\/p>\n<p>\u672c\u6587\u5bf9\u667a\u80fd\u4f53\u4e0e\u73af\u5883\u4e4b\u95f4\u7684\u4ea4\u4e92\u8fdb\u884c\u4e86\u8be6\u5c3d\u5206\u6790\u3002\u5176\u4e2d\u65e5\u5fd7\u6355\u83b7\u4e86\u667a\u80fd\u4f53\u884c\u4e3a\u3001\u73af\u5883\u53cd\u9988\u4ee5\u53ca\uff08\u5982\u679c\u53ef\u7528\u7684\u8bdd\uff09\u667a\u80fd\u4f53\u63a8\u7406\u8fc7\u7a0b\u7684\u5b8c\u6574\u5e8f\u5217\u3002\u672c\u6587\u7cfb\u7edf\u5730\u5206\u6790\u4e86\u8fd9\u4e9b\u8f68\u8ff9\uff0c\u4ee5\u7406\u89e3\u8fc7\u5ea6\u601d\u8003\u7684\u6a21\u5f0f\u3002<\/p>\n<p>\u901a\u8fc7\u5206\u6790\uff0c\u672c\u6587\u8bc6\u522b\u51fa\u4e86 LRM \u667a\u80fd\u4f53\u8f68\u8ff9\u4e2d\u4e09\u79cd\u4e0d\u540c\u7684\u8fc7\u5ea6\u601d\u8003\u6a21\u5f0f\uff1a<\/p>\n<ul>\n<li>\n<section>\u5206\u6790\u762b\u75ea\uff08Analysis Paralysis\uff09\uff0c\u5373\u667a\u80fd\u4f53\u82b1\u8d39\u8fc7\u591a\u7684\u65f6\u95f4\u89c4\u5212\u672a\u6765\u6b65\u9aa4\uff0c\u5374\u65e0\u6cd5\u884c\u52a8\uff1b<\/section>\n<\/li>\n<li>\n<section>\u8fc7\u65e9\u653e\u5f03\uff08Premature Disengagement\uff09\uff0c\u5373\u667a\u80fd\u4f53\u57fa\u4e8e\u5185\u90e8\u9884\u6d4b\u800c\u975e\u73af\u5883\u53cd\u9988\u63d0\u524d\u7ec8\u6b62\u4efb\u52a1\uff1b<\/section>\n<\/li>\n<li>\n<section>\u6076\u610f\u884c\u4e3a\uff08Rogue Actions\uff09\uff0c\u9762\u5bf9\u9519\u8bef\uff0c\u667a\u80fd\u4f53\u5c1d\u8bd5\u540c\u65f6\u6267\u884c\u591a\u4e2a\u52a8\u4f5c\uff0c\u7834\u574f\u4e86\u73af\u5883\u7684\u987a\u5e8f\u7ea6\u675f\u3002<\/section>\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u884c\u4e3a\u5728\u56fe 4 \u4e2d\u5f97\u5230\u4e86\u5177\u4f53\u5c55\u793a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-faae2dff27d37ad495f83dbfd4218edc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-faae2dff27d37ad495f83dbfd4218edc.png\"><\/a><\/p>\n<p><strong>\u5206\u6790\u762b\u75ea<\/strong>\uff1a\u5927\u578b\u63a8\u7406\u6a21\u578b\uff08LRMs\uff09\u503e\u5411\u4e8e\u5c06\u6ce8\u610f\u529b\u4ece\u7acb\u5373\u884c\u52a8\u4e2d\u8f6c\u79fb\u5230\u7cbe\u5fc3\u7b56\u5212\u7684\u672a\u6765\u89c4\u5212\u4e0a\u3002\u5b83\u4eec\u53ef\u4ee5\u751f\u6210\u8d8a\u6765\u8d8a\u590d\u6742\u7684\u52a8\u4f5c\u5e8f\u5217\uff0c\u4f46\u5728\u7cfb\u7edf\u5730\u6267\u884c\u8fd9\u4e9b\u52a8\u4f5c\u65f6\u5374\u9047\u5230\u56f0\u96be\uff08\u89c1\u56fe 4a\uff09\u3002\u5b83\u4eec\u6ca1\u6709\u53bb\u89e3\u51b3\u773c\u524d\u7684\u9519\u8bef\uff0c\u800c\u662f\u6784\u5efa\u51fa\u901a\u5e38\u672a\u88ab\u6267\u884c\u7684\u590d\u6742\u89c4\u5212\uff0c\u5bfc\u81f4\u9677\u5165\u4e00\u4e2a\u6ca1\u6709\u8fdb\u5c55\u7684\u89c4\u5212\u5faa\u73af\u4e2d\u3002<\/p>\n<p><strong>\u6076\u610f\u884c\u4e3a<\/strong>\uff1a\u672c\u6587\u89c2\u5bdf\u5230\u6709\u4e9b\u667a\u80fd\u4f53\u6545\u610f\u5728\u5355\u4e00\u6b65\u9aa4\u4e2d\u751f\u6210\u4e00\u7cfb\u5217\u76f8\u4e92\u4f9d\u8d56\u7684\u52a8\u4f5c\uff0c\u800c\u4e0d\u7b49\u5f85\u73af\u5883\u7684\u53cd\u9988\uff08\u89c1\u56fe 4b\uff09\u3002\u5c3d\u7ba1\u5b83\u4eec\u4e4b\u524d\u5df2\u7ecf\u8868\u73b0\u51fa\u5bf9\u9010\u6b65\u4ea4\u4e92\u9700\u6c42\u7684\u8ba4\u8bc6\uff0c\u6a21\u578b\u4ecd\u7136\u7ee7\u7eed\u6784\u5efa\u590d\u6742\u7684\u52a8\u4f5c\u5e8f\u5217\uff0c\u8fd9\u4e9b\u5e8f\u5217\u5047\u5b9a\u4e86\u6bcf\u4e2a\u524d\u4e00\u6b65\u9aa4\u7684\u6210\u529f\uff0c\u6709\u6548\u5730\u7528\u5185\u90e8\u6a21\u62df\u4ee3\u66ff\u4e86\u771f\u5b9e\u7684\u73af\u5883\u53cd\u9988\u3002<\/p>\n<p><strong>\u8fc7\u65e9\u653e\u5f03<\/strong>\uff1a\u5927\u578b\u63a8\u7406\u6a21\u578b\uff08LRMs\uff09\u6709\u65f6\u4ec5\u57fa\u4e8e\u5b83\u4eec\u5bf9\u95ee\u9898\u7a7a\u95f4\u7684\u5185\u90e8\u6a21\u62df\u6765\u7ec8\u6b62\u4efb\u52a1\uff0c\u8981\u4e48\u76f4\u63a5\u653e\u5f03\uff0c\u8981\u4e48\u901a\u8fc7\u59d4\u6258\u5047\u8bbe\u7684\u52a8\u4f5c\u5e8f\u5217\u6765\u5b9e\u73b0\uff08\u89c1\u56fe 4c\uff09\u3002<\/p>\n<p><strong>\u91cf\u5316\u8fc7\u5ea6\u601d\u8003<\/strong><\/p>\n<p>\u4e3a\u4e86\u91cf\u5316\u8fc7\u5ea6\u601d\u8003\u884c\u4e3a\uff0c\u672c\u6587\u5f00\u53d1\u4e86\u4e00\u79cd\u57fa\u4e8e LLM \u8bc4\u4f30\u8005\u7684\u7cfb\u7edf\u6027\u8bc4\u5206\u65b9\u6cd5\u3002\u8be5\u8bc4\u4f30\u8005\u5206\u6790\u6a21\u578b\u8f68\u8ff9\u4e2d\u4e0a\u8ff0\u63cf\u8ff0\u7684\u6a21\u5f0f\uff0c\u5e76\u5206\u914d\u4e00\u4e2a 0 \u5230 10 \u7684\u5206\u6570\uff0c\u5206\u6570\u8d8a\u9ad8\u8868\u660e\u8fc7\u5ea6\u601d\u8003\u884c\u4e3a\u8d8a\u4e25\u91cd\u3002\u6bcf\u4e2a\u5206\u6570\u90fd\u9644\u5e26\u8be6\u7ec6\u7684\u7406\u7531\uff0c\u89e3\u91ca\u8bc6\u522b\u4e86\u54ea\u4e9b\u6a21\u5f0f\u53ca\u5176\u4e25\u91cd\u7a0b\u5ea6\u3002<\/p>\n<p>\u4e0e\u975e\u63a8\u7406\u6a21\u578b\u76f8\u6bd4\uff0c\u63a8\u7406\u6a21\u578b\u4e00\u8d2f\u663e\u793a\u51fa\u66f4\u9ad8\u7684\u8fc7\u5ea6\u601d\u8003\u5f97\u5206\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3c2a3dcdae33ab1e4c24d8acbf95a515.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3c2a3dcdae33ab1e4c24d8acbf95a515.png\"><\/a><\/p>\n<p><strong>\u8bc4\u4f30\u6846\u67b6\u548c\u7ed3\u679c<\/strong><\/p>\n<p>\u5728\u8bc4\u4f30\u73af\u8282\uff0c\u7814\u7a76\u8005\u4f7f\u7528 SWE-bench Verified \u5206\u6790\u4e86 LRM \u5728\u4ee3\u7406\u73af\u5883\u4e2d\u7684\u6027\u80fd\uff0c\u6bd4\u8f83\u4e86\u63a8\u7406\u6a21\u578b\u548c\u975e\u63a8\u7406\u6a21\u578b\uff0c\u65e8\u5728\u56de\u7b54\u4ee5\u4e0b\u7814\u7a76\u95ee\u9898\uff1a\u00a0<\/p>\n<ul>\n<li>\n<section>\u95ee\u9898 1\uff1a\u8fc7\u5ea6\u601d\u8003\u662f\u5426\u4f1a\u5f71\u54cd\u4ee3\u7406\u6027\u80fd\uff1f<\/section>\n<\/li>\n<li>\n<section>\u95ee\u9898 2\uff1a\u5b83\u5bf9\u4e0d\u540c\u6a21\u578b\u6709\u4f55\u5f71\u54cd\uff1f<\/section>\n<\/li>\n<li>\n<section>\u95ee\u9898 3\uff1a\u6211\u4eec\u80fd\u5426\u51cf\u8f7b\u8fc7\u5ea6\u601d\u8003\uff1f<\/section>\n<\/li>\n<\/ul>\n<p>\u7814\u7a76\u8005\u5728\u6240\u6709\u6a21\u578b\u4e2d\u4f7f\u7528\u672c\u6587\u8bc4\u4f30\u65b9\u6cd5\u751f\u6210\u5e76\u8bc4\u4f30\u4e86 3908 \u6761\u8f68\u8ff9\uff0c\u4e14\u516c\u5f00\u4e86\u6bcf\u6761\u8f68\u8ff9\u53ca\u5176\u76f8\u5e94\u7684\u8fc7\u5ea6\u601d\u8003\u5f97\u5206\u4ee5\u53ca\u5f97\u5206\u80cc\u540e\u7684\u539f\u56e0\u3002<\/p>\n<p>\u8fd9\u4e9b\u5206\u6790\u63ed\u793a\u4e86\u6709\u5173\u8bed\u8a00\u6a21\u578b\u4e2d\u8fc7\u5ea6\u601d\u8003\u7684\u4e09\u4e2a\u5173\u952e\u53d1\u73b0\uff1a\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u5f71\u54cd\u3001\u5728\u4e0d\u540c\u6a21\u578b\u7c7b\u578b\u4e2d\u7684\u4e0d\u540c\u666e\u904d\u7a0b\u5ea6\u3001\u5bf9\u6a21\u578b\u9009\u62e9\u7684\u5b9e\u9645\u5f71\u54cd\u3002<\/p>\n<p>\u5982\u56fe 3 \u6240\u793a\uff0c\u53ef\u4ee5\u770b\u51fa\u6765\uff0c<strong>\u8fc7\u5ea6\u601d\u8003\u59cb\u7ec8\u5f71\u54cd\u7740\u6240\u6709\u8bc4\u4f30\u6a21\u578b\u7684\u6027\u80fd\uff0c\u63a8\u7406\u4f18\u5316\u6a21\u578b\u6bd4\u901a\u7528\u6a21\u578b\u8868\u73b0\u51fa\u66f4\u9ad8\u7684\u8fc7\u5ea6\u601d\u8003\u503e\u5411<\/strong>\uff08\u5982\u56fe 1 \u6240\u793a\uff09\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f09c4253052a2e544e25678ca313e53.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f09c4253052a2e544e25678ca313e53.png\"><\/a><\/p>\n<p><strong>\u8fc7\u5ea6\u601d\u8003\u548c\u95ee\u9898\u89e3\u51b3<\/strong><\/p>\n<p>\u5982\u56fe 1 \u6240\u793a\uff0c\u7814\u7a76\u8005\u89c2\u5bdf\u5230\u8fc7\u5ea6\u601d\u8003\u4e0e SWE-bench \u7684\u6027\u80fd\u4e4b\u95f4\u5b58\u5728\u5f88\u5f3a\u7684\u8d1f\u76f8\u5173\u5173\u7cfb\u3002\u968f\u7740\u8fc7\u5ea6\u601d\u8003\u7684\u589e\u52a0\uff0c\u63a8\u7406\u6a21\u578b\u548c\u975e\u63a8\u7406\u6a21\u578b\u7684\u6027\u80fd\u90fd\u6709\u6240\u4e0b\u964d\uff0c\u4f46\u6a21\u5f0f\u660e\u663e\u4e0d\u540c\u3002<\/p>\n<p><strong>\u8fc7\u5ea6\u601d\u8003\u548c\u6a21\u578b\u7c7b\u578b<\/strong><\/p>\n<p>\u5bf9\u4e8e\u63a8\u7406\u6a21\u578b\u548c\u975e\u63a8\u7406\u6a21\u578b\u4e2d\u7684\u8fc7\u5ea6\u601d\u8003\uff0c\u7814\u7a76\u8005\u63d0\u51fa\u4e86\u4e09\u70b9\u4e3b\u8981\u770b\u6cd5\u3002<\/p>\n<p>\u9996\u5148\uff0c<strong>\u975e\u63a8\u7406\u6a21\u578b\u4e5f\u4f1a\u8fc7\u5ea6\u601d\u8003\uff0c\u8fd9\u5f88\u53ef\u80fd\u662f\u7531\u4e8e\u5b83\u4eec\u6f5c\u5728\u7684\u63a8\u7406\u80fd\u529b<\/strong>\u3002\u6700\u8fd1\u7684\u7814\u7a76\u8868\u660e\uff0c\u975e\u63a8\u7406\u6a21\u578b\u4e5f\u8868\u73b0\u51fa\u63a8\u7406\u80fd\u529b\u3002<\/p>\n<p>\u5176\u6b21\uff0c<strong>\u63a8\u7406\u6a21\u578b\u7684\u8fc7\u5ea6\u601d\u8003\u5f97\u5206\u660e\u663e\u9ad8\u4e8e\u975e\u63a8\u7406\u6a21\u578b<\/strong>\uff0c\u5982\u8868 3 \u6240\u793a\u3002\u7531\u4e8e\u8fd9\u4e9b\u6a21\u578b\u7ecf\u8fc7\u660e\u786e\u7684\u63a8\u7406\u8bad\u7ec3\uff0c\u5e76\u901a\u8fc7\u6a21\u62df\u73af\u5883\u4e92\u52a8\u4ea7\u751f\u6269\u5c55\u7684\u601d\u7ef4\u94fe\uff0c\u56e0\u6b64\u5b83\u4eec\u66f4\u6709\u53ef\u80fd\u51fa\u73b0\u8fc7\u5ea6\u601d\u8003\u7684\u8868\u73b0\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d7b511ac1b7ca5b4174dd83c0b5960a8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d7b511ac1b7ca5b4174dd83c0b5960a8.png\"><\/a><\/p>\n<p>\u6700\u540e\uff0c\u7814\u7a76\u8005\u8fd8\u89c2\u5bdf\u5230\uff0c\u5982\u8868 1 \u4e2d\u7684 beta \u7cfb\u6570\u6240\u793a\uff0c<strong>\u8fc7\u5ea6\u601d\u8003\u7684\u975e\u63a8\u7406\u6a21\u578b\u5728\u95ee\u9898\u89e3\u51b3\u65b9\u9762\u4f1a\u51fa\u73b0\u4e25\u91cd\u9000\u5316<\/strong>\u3002Beta 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