{"id":35822,"date":"2025-01-01T11:00:14","date_gmt":"2025-01-01T03:00:14","guid":{"rendered":"https:\/\/17aitech.com\/?p=35822"},"modified":"2025-01-01T11:00:14","modified_gmt":"2025-01-01T03:00:14","slug":"%e5%bd%a2%e5%bc%8f%e5%8c%96%e5%ae%9a%e7%90%86%e8%af%81%e6%98%8e%e6%96%b0%e7%aa%81%e7%a0%b4%ef%bc%9asubgoalxl%e6%a1%86%e6%9e%b6%e8%ae%a9%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%9c%a8isabelle%e4%b8%ad%e6%80%a7","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35822","title":{"rendered":"\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u65b0\u7a81\u7834\uff1aSubgoalXL\u6846\u67b6\u8ba9\u5927\u6a21\u578b\u5728Isabelle\u4e2d\u6027\u80fd\u66b4\u6da8"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-27-3\" target=\"_blank\">\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u65b0\u7a81\u7834\uff1aSubgoalXL\u6846\u67b6\u8ba9\u5927\u6a21\u578b\u5728Isabelle\u4e2d\u6027\u80fd\u66b4\u6da8<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-8a935412a1d0313a09dd5cbf582edbfe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-8a935412a1d0313a09dd5cbf582edbfe.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section><strong>\u672c\u6587\u7b2c\u4e00\u4f5c\u8005\u4e3a\u9999\u6e2f\u5927\u5b66\u535a\u58eb\u7814\u7a76\u751f\u8d75\u5b66\u4eae\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u5f62\u5f0f\u5316\u6570\u5b66\u5b9a\u7406\u8bc1\u660e\uff0c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u4ee5\u53ca\u591a\u6a21\u6001\u63a8\u7406\u3002\u8be5\u5de5\u4f5c\u7531\u9999\u6e2f\u5927\u5b66\u4e0e AI \u82af\u7247\u516c\u53f8 SambaNova Systems \u5171\u540c\u5b8c\u6210\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>\u80cc\u666f\u4ecb\u7ecd\uff1a\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u7684\u65b0\u6311\u6218<\/strong><\/section>\n<section><\/section>\n<section>\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u4e2d\u6b63\u9762\u4e34\u4e24\u4e2a\u6838\u5fc3\u6311\u6218\uff1a<\/section>\n<section><\/section>\n<section>1. \u5f62\u5f0f\u5316\u8bc1\u660e\u6570\u636e\u7684\u7a00\u7f3a\u6027\uff1a\u5f53\u524d\u6570\u636e\u96c6\u6709\u9650\uff0c\u96be\u4ee5\u652f\u6301\u6a21\u578b\u5728\u4e13\u95e8\u7684\u6570\u5b66\u548c\u5b9a\u7406\u8bc1\u660e\u4efb\u52a1\u4e2d\u7684\u9ad8\u6548\u5b66\u4e60\u3002<\/section>\n<section>2. \u591a\u6b65\u9aa4\u63a8\u7406\u7684\u590d\u6742\u6027\uff1a\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u8981\u6c42\u6a21\u578b\u5728\u591a\u4e2a\u6b65\u9aa4\u4e2d\u4fdd\u6301\u903b\u8f91\u4e25\u8c28\u6027\uff0c\u4ee5\u751f\u6210\u6b63\u786e\u7684\u6570\u5b66\u8bc1\u660e\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8fd9\u79cd\u80cc\u666f\u4e0b\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u6846\u67b6\uff1aSubgoalXL\uff0c\u7ed3\u5408\u4e86\u5b50\u76ee\u6807\uff08subgoal\uff09\u8bc1\u660e\u7b56\u7565\u4e0e\u4e13\u5bb6\u5b66\u4e60\uff08expert learning\uff09\u65b9\u6cd5\uff0c\u5728 Isabelle \u4e2d\u5b9e\u73b0\u4e86\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u7684\u6027\u80fd\u7a81\u7834\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-90742ba02b0f2e996062afa619739fef.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-90742ba02b0f2e996062afa619739fef.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.arxiv.org\/abs\/2408.11172<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/zhaoxlpku\/SubgoalXL<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>SubgoalXL \u5982\u4f55\u5e94\u5bf9\u6311\u6218\uff1f<\/strong><\/section>\n<section><\/section>\n<section>SubgoalXL \u901a\u8fc7\u4ee5\u4e0b\u4e24\u79cd\u5173\u952e\u7b56\u7565\u6765\u5e94\u5bf9\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u4e2d\u7684\u6311\u6218\uff1a<\/section>\n<section><\/section>\n<section>1. \u5b50\u76ee\u6807\u8bc1\u660e\u7b56\u7565\uff1a\u5c06\u8bc1\u660e\u8fc7\u7a0b\u5206\u89e3\u4e3a\u591a\u4e2a\u5b50\u76ee\u6807\uff0c\u8fd9\u4e9b\u5b50\u76ee\u6807\u6784\u6210\u4e86\u89e3\u51b3\u590d\u6742\u63a8\u7406\u4efb\u52a1\u7684\u5173\u952e\u6b65\u9aa4\u3002\u901a\u8fc7\u8fd9\u79cd\u5206\u89e3\uff0cSubgoalXL \u5728\u66f4\u63a5\u8fd1\u5f62\u5f0f\u5316\u8bc1\u660e\u7684\u903b\u8f91\u6846\u67b6\u4e0b\u8fdb\u884c\u63a8\u7406\uff0c\u4f7f\u5f97\u751f\u6210\u7684\u8bc1\u660e\u8fc7\u7a0b\u66f4\u52a0\u6e05\u6670\u6709\u5e8f\u3002\u5b50\u76ee\u6807\u8bc1\u660e\u7b56\u7565\u6709\u6548\u5730\u7f13\u89e3\u4e86\u56e0\u975e\u5f62\u5f0f\u5316\u4e0e\u5f62\u5f0f\u5316\u8bc1\u660e\u4e4b\u95f4\u7684\u4e0d\u4e00\u81f4\u6027\u5bfc\u81f4\u7684\u5b66\u4e60\u74f6\u9888\uff0c\u589e\u5f3a\u4e86\u6a21\u578b\u5728\u5f62\u5f0f\u5316\u73af\u5883\u4e2d\u7684\u8868\u73b0\u3002<\/section>\n<section>2. \u4e13\u5bb6\u5b66\u4e60\u6846\u67b6\uff1a\u901a\u8fc7\u4e00\u4e2a\u7531\u5f62\u5f0f\u5316\u9648\u8ff0\u751f\u6210\u5668\u3001\u5b50\u76ee\u6807\u751f\u6210\u5668\u548c\u5f62\u5f0f\u5316\u8bc1\u660e\u751f\u6210\u5668\u7ec4\u6210\u7684\u8fed\u4ee3\u4f18\u5316\u6846\u67b6\uff0cSubgoalXL \u80fd\u591f\u5728\u6bcf\u4e2a\u8fed\u4ee3\u8fc7\u7a0b\u4e2d\u4ece\u7ecf\u9a8c\u6570\u636e\u4e2d\u5b66\u4e60\uff0c\u8c03\u6574\u5404\u4e2a\u7ec4\u4ef6\u7684\u53c2\u6570\uff0c\u4f7f\u5f97\u6a21\u578b\u5728\u591a\u6b65\u9aa4\u63a8\u7406\u4e2d\u7684\u51c6\u786e\u6027\u548c\u6709\u6548\u6027\u4e0d\u65ad\u63d0\u5347\u3002\u8be5\u6846\u67b6\u5229\u7528\u6982\u7387\u5efa\u6a21\u548c\u68af\u5ea6\u4f30\u8ba1\u6280\u672f\uff0c\u786e\u4fdd\u5728\u6bcf\u4e2a\u8fed\u4ee3\u4e2d\u4ece\u6700\u4f18\u5206\u5e03\u4e2d\u91c7\u6837\u6570\u636e\uff0c\u6700\u5927\u5316\u6a21\u578b\u7684\u5b66\u4e60\u6548\u7387\u548c\u63a8\u7406\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5\u6982\u8ff0<\/strong><\/section>\n<section><\/section>\n<section>SubgoalXL \u7684\u65b9\u6cd5\u6838\u5fc3\u5728\u4e8e\u5b50\u76ee\u6807\u8bc1\u660e\u7b56\u7565\u548c\u4e13\u5bb6\u5b66\u4e60\u6846\u67b6\u7684\u7ed3\u5408\u3002<\/section>\n<section><\/section>\n<section>\u5b50\u76ee\u6807\u8bc1\u660e\u7b56\u7565 (\u56fe\u4e00\u5de6)\uff1a\u6211\u4eec\u9996\u5148\u624b\u52a8\u521b\u5efa\u4e86\u4e00\u7ec4\u7528\u4e8e\u4e0a\u4e0b\u6587\u5b66\u4e60\u7684\u6f14\u793a\u793a\u4f8b\uff0c\u7136\u540e\u4f7f\u7528\u8fd9\u4e9b\u793a\u4f8b\u6307\u5bfc\u6a21\u578b\u751f\u6210\u5b50\u76ee\u6807\u8bc1\u660e\u8bad\u7ec3\u6570\u636e\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u4ece miniF2F-valid \u4e2d\u9009\u62e9\u4e86\u90e8\u5206\u95ee\u9898\uff0c\u5e76\u624b\u52a8\u6784\u5efa\u4e86\u6bcf\u4e2a\u95ee\u9898\u7684\u5df2\u9a8c\u8bc1\u5f62\u5f0f\u5316\u8bc1\u660e\uff0c\u4f5c\u4e3a\u521d\u59cb\u8f93\u5165\u3002\u901a\u8fc7 GPT-4o \u751f\u6210\u5b50\u76ee\u6807\u8bc1\u660e\uff0c\u8be5\u8fc7\u7a0b\u786e\u4fdd\u4e86\uff1a1) \u5b50\u76ee\u6807\u8bc1\u660e\u7531\u81ea\u56de\u5f52\u6a21\u578b\u751f\u6210\uff1b2) \u751f\u6210\u7684\u8bc1\u660e\u98ce\u683c\u4e00\u81f4\uff0c\u964d\u4f4e\u4e86\u6a21\u578b\u7684\u5b66\u4e60\u8d1f\u62c5\uff1b3) \u6bcf\u4e2a\u5b50\u76ee\u6807\u4e0e Isabelle \u4e2d\u7684\u5f62\u5f0f\u5316\u4e2d\u95f4\u76ee\u6807\u76f8\u5bf9\u5e94\u3002\u8fd9\u79cd\u65b9\u6cd5\u4fdd\u8bc1\u4e86\u975e\u5f62\u5f0f\u5316\u8bc1\u660e\u4e0e\u5f62\u5f0f\u5316\u8bc1\u660e\u4e4b\u95f4\u7684\u66f4\u9ad8\u4e00\u81f4\u6027\uff0c\u6709\u6548\u63d0\u5347\u4e86\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u7684\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u4e13\u5bb6\u5b66\u4e60\u6846\u67b6 (\u56fe\u4e00\u53f3)\uff1a\u8be5\u6846\u67b6\u7531\u4e09\u4e2a\u6838\u5fc3\u6a21\u5757\u7ec4\u6210\uff1a\u00a0<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5f62\u5f0f\u5316\u9648\u8ff0\u751f\u6210\u5668\uff08Formal Statement Generator\uff09\uff1a\u751f\u6210\u4e0e\u975e\u5f62\u5f0f\u5316\u9648\u8ff0\u76f8\u5bf9\u5e94\u7684\u5f62\u5f0f\u5316\u9648\u8ff0\u3002<\/section>\n<\/li>\n<li>\n<section>\u5b50\u76ee\u6807\u751f\u6210\u5668\uff08Subgoal Generator\uff09\uff1a\u6839\u636e\u975e\u5f62\u5f0f\u5316\u548c\u5f62\u5f0f\u5316\u9648\u8ff0\uff0c\u751f\u6210\u4e0e\u5f62\u5f0f\u5316\u8bc1\u660e\u7ed3\u6784\u76f8\u5339\u914d\u7684\u5b50\u76ee\u6807\u5e8f\u5217\u3002<\/section>\n<\/li>\n<li>\n<section>\u5f62\u5f0f\u5316\u8bc1\u660e\u751f\u6210\u5668\uff08Formal Proof Generator\uff09\uff1a\u5728\u7ed9\u5b9a\u7684\u5b50\u76ee\u6807\u5e8f\u5217\u4e0b\uff0c\u751f\u6210\u5b8c\u6574\u7684\u5f62\u5f0f\u5316\u8bc1\u660e\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5728\u6bcf\u4e2a\u8fed\u4ee3\u8fc7\u7a0b\u4e2d\uff0cSubgoalXL \u6839\u636e\u5148\u524d\u751f\u6210\u7684\u9648\u8ff0\u548c\u8bc1\u660e\u6837\u672c\u8fdb\u884c\u53c2\u6570\u4f18\u5316\u3002\u4e13\u5bb6\u5b66\u4e60\u6846\u67b6\u4f7f\u7528\u6982\u7387\u5efa\u6a21\u548c\u68af\u5ea6\u4f30\u8ba1\u6280\u672f\uff0c\u5bf9\u5404\u6a21\u5757\u8fdb\u884c\u8fed\u4ee3\u4f18\u5316\uff0c\u4ee5\u4ece\u6700\u4f73\u5206\u5e03\u4e2d\u91c7\u6837\u6570\u636e\u3002\u8fd9\u79cd\u65b9\u6cd5\u786e\u4fdd\u4e86\u6a21\u578b\u5728\u5904\u7406\u65b0\u7684\u8bc1\u660e\u4efb\u52a1\u65f6\u80fd\u591f\u4fdd\u6301\u9ad8\u7cbe\u5ea6\u548c\u7a33\u5065\u6027\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-5baf8d91566662550e3fd4dd36d05e18.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-5baf8d91566662550e3fd4dd36d05e18.png\"><\/a><\/p>\n<section><em><sup>\u56fe 1\uff1a\u5de6\uff1a\u975e\u5f62\u5f0f\u5316\u9648\u8ff0\u3001\u975e\u5f62\u5f0f\u5316\u8bc1\u660e\u3001\u5f62\u5f0f\u5316\u9648\u8ff0\u3001\u5f62\u5f0f\u5316\u8bc1\u660e\u548c\u5b50\u76ee\u6807\u8bc1\u660e\u7684\u793a\u4f8b\u3002\u53f3\uff1a\u57fa\u4e8e\u5b50\u76ee\u6807\u7684\u4e13\u5bb6\u5b66\u4e60\u6846\u67b6\u6982\u89c8\u3002\u7f29\u5199\uff1a\u201cStat.\u201d \u8868\u793a \u201c\u9648\u8ff0\u201d\uff0c\u201cF.\u201d \u8868\u793a \u201c\u5f62\u5f0f\u5316\u201d\uff0c\u201cP.\u201d \u8868\u793a \u201c\u540e\u9a8c\u201d\u3002\u6bcf\u6b21\u8fed\u4ee3\u4ece\u6700\u4f18\u5206\u5e03\u4e2d\u91c7\u6837\u5b50\u76ee\u6807\u8bc1\u660e\u3001\u5f62\u5f0f\u5316\u9648\u8ff0\u548c\u5f62\u5f0f\u5316\u8bc1\u660e\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4eec\u5728\u6807\u51c6 miniF2F \u6570\u636e\u96c6\u4e0a\u5bf9 SubgoalXL 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-50841494ce76264a28032dbb6b22aecc.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u8868 1\uff1aminiF2F \u6570\u636e\u96c6\u4e0a\u7684\u6027\u80fd\u3002\u6807\u8bb0\u4e3a\u2020\u7684\u65b9\u6cd5\u5728\u8bc1\u660e\u641c\u7d22\u8fc7\u7a0b\u4e2d\u90e8\u5206\u6216\u5168\u90e8\u4f7f\u7528\u4e86\u4eba\u5de5\u7f16\u5199\u7684\u975e\u5f62\u5f0f\u5316\u8bc1\u660e\u3002\u52a0\u7c97\u6570\u5b57\u8868\u793a\u83b7\u5f97\u7684\u6700\u9ad8\u6027\u80fd\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u8fed\u4ee3\u63d0\u5347\u5206\u6790\uff1a\u5728\u9010\u6b65\u8fed\u4ee3\u7684\u8fc7\u7a0b\u4e2d\uff0cSubgoalXL \u8868\u73b0\u51fa\u660e\u663e\u7684\u6027\u80fd\u589e\u957f\u3002\u6a21\u578b\u5728 miniF2F-valid \u6570\u636e\u96c6\u4e0a\u7684\u901a\u8fc7\u7387\u4ece\u521d\u59cb\u7684 <strong>58.2% \u9010\u6b65\u63d0\u5347\u81f3 61.9%<\/strong>\uff0c\u5728 miniF2F-test \u6570\u636e\u96c6\u4e0a\u4ece <strong>51.2% \u63d0\u5347\u81f3 56.1%<\/strong>\u3002\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\uff0c\u901a\u8fc7\u9010\u6b65\u4f18\u5316\u548c\u4e13\u5bb6\u5b66\u4e60\u6846\u67b6\u7684\u8fed\u4ee3\uff0c\u6a21\u578b\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d\u90fd\u80fd\u5b9e\u73b0\u7a33\u5b9a\u7684\u6027\u80fd\u63d0\u5347\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f55a7663f520b05d9b741d84f282f5d2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f55a7663f520b05d9b741d84f282f5d2.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 2\uff1aminiF2F \u6570\u636e\u96c6\u4e2d\u4e0d\u540c\u8fed\u4ee3\u6b21\u6570\u4e0b\u7684\u901a\u8fc7\u7387\u6bd4\u8f83\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5b50\u76ee\u6807\u8bc1\u660e\u5bf9\u6bd4\u5206\u6790\uff1a\u5b9e\u9a8c\u663e\u793a\uff0cSubgoalXL \u4f7f\u7528\u7684\u5b50\u76ee\u6807\u8bc1\u660e\u65b9\u6cd5\u5728\u5904\u7406\u590d\u6742\u8bc1\u660e\u4efb\u52a1\u65f6\u8868\u73b0\u4f18\u4e8e\u4eba\u7c7b\u7f16\u5199\u7684\u975e\u5f62\u5f0f\u5316\u8bc1\u660e\u3002\u5c24\u5176\u5728\u590d\u6742\u95ee\u9898\u4e0a\uff0c\u5b50\u76ee\u6807\u8bc1\u660e\u7b56\u7565\u663e\u8457\u63d0\u9ad8\u4e86\u8bc1\u660e\u7684\u7cbe\u786e\u6027\u548c\u53ef\u9760\u6027\uff08\u89c1\u56fe 3\uff09\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-6741bb63c9f3697cf68b46232c411834.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-6741bb63c9f3697cf68b46232c411834.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 3\uff1a\u5b50\u76ee\u6807\u8bc1\u660e\u4e0e\u975e\u5f62\u5f0f\u5316\u8bc1\u660e\u7684\u6848\u4f8b\u5bf9\u6bd4\u3002\u5de6\u4fa7\u793a\u4f8b\u4e3a\u5b50\u76ee\u6807\u8bc1\u660e\u7684\u6210\u529f\u5c1d\u8bd5\uff0c\u53f3\u4fa7\u4e24\u4e2a\u793a\u4f8b\u4e3a\u975e\u5f62\u5f0f\u5316\u8bc1\u660e\u7684\u5931\u8d25\u5c1d\u8bd5\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u7ed3\u8bba\u4e0e\u672a\u6765\u5c55\u671b<\/strong><\/section>\n<section><\/section>\n<section>SubgoalXL 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target=\"_blank\">\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u65b0\u7a81\u7834\uff1aSubgoalXL\u6846\u67b6\u8ba9\u5927\u6a21\u578b\u5728Isabelle\u4e2d\u6027\u80fd\u66b4\u6da8<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5f62\u5f0f\u5316\u5b9a\u7406\u8bc1\u660e\u65b0\u7a81\u7834\uff1a [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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