{"id":25431,"date":"2025-04-15T09:54:54","date_gmt":"2025-04-15T01:54:54","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=25431"},"modified":"2025-04-15T09:54:54","modified_gmt":"2025-04-15T01:54:54","slug":"%e6%8e%a8%e7%90%86ai%e3%80%8c%e8%84%91%e8%a1%a5%e3%80%8d%e6%88%90%e7%98%be%ef%bc%8c%e5%ba%9f%e8%af%9d%e6%8b%89%e6%bb%a1%ef%bc%81%e9%a9%ac%e9%87%8c%e5%85%b0%e5%8d%8e%e4%ba%ba%e5%ad%a6%e9%9c%b8%e6%8f%ad","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/04\/15\/25431\/","title":{"rendered":"\u63a8\u7406AI\u300c\u8111\u8865\u300d\u6210\u763e\uff0c\u5e9f\u8bdd\u62c9\u6ee1\uff01\u9a6c\u91cc\u5170\u534e\u4eba\u5b66\u9738\u63ed\u5f00\u5185\u5e55"},"content":{"rendered":"<div>\n<figure id=\"attachment_25432\" aria-describedby=\"caption-attachment-25432\" style=\"width: 300px\" class=\"wp-caption alignnone\"><img data-dominant-color=\"1d597d\" data-has-transparency=\"false\" style=\"--dominant-color: #1d597d;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-25433\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/04\/3185070652d5f57d44c729d3329962e5f66df3-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/04\/3185070652d5f57d44c729d3329962e5f66df3-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/04\/3185070652d5f57d44c729d3329962e5f66df3-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-25432\" class=\"wp-caption-text\">Fractured Light vector illustration. Abstract background.<\/figcaption><\/figure>\n<\/div>\n<div><\/div>\n<div class=\"article-desc\">\u7814\u7a76\u53d1\u73b0\uff0c\u63a8\u7406\u6a21\u578b\uff08\u5982DeepSeek-R1\u3001o1\uff09\u9047\u5230\u300c\u7f3a\u5931\u524d\u63d0\u300d\uff08MiP \uff09\u7684\u95ee\u9898\u65f6\uff0c\u8fd9\u4e9b\u6a21\u578b\u5f80\u5f80\u8868\u73b0\u5931\u5e38\uff1a\u56de\u7b54\u957f\u5ea6\u6fc0\u589e\u3001\u8ba1\u7b97\u8d44\u6e90\u6d6a\u8d39\u3002\u672c\u6587\u57fa\u4e8e\u9a6c\u91cc\u5170\u5927\u5b66\u548c\u5229\u54c8\u4f0a\u5927\u5b66\u7684\u6700\u65b0\u7814\u7a76\uff0c\u6df1\u5165\u5256\u6790\u63a8\u7406\u6a21\u578b\u5728MiP\u95ee\u9898\u4e0a\u7684\u300c\u8fc7\u5ea6\u601d\u8003\u300d\u73b0\u8c61\uff0c\u63ed\u793a\u5176\u80cc\u540e\u7684\u884c\u4e3a\u6a21\u5f0f\uff0c\u5e26\u4f60\u4e00\u7aa5\u5f53\u524dAI\u63a8\u7406\u80fd\u529b\u7684\u771f\u5b9e\u8fb9\u754c\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p>\u63a8\u7406\u6a21\u578b\u8d8a\u6765\u8d8a\u6210\u4e3a\u4e3b\u6d41\u4e86\u3002<\/p>\n<p>\u50cfGPT-4.5\u8fd9\u6837\u6ca1\u6709\u63a8\u7406\u529f\u80fd\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5219\u8d8a\u6765\u8d8a\u5c11\u89c1\uff0c\u5c31\u8fdeOpenAI\u81ea\u8eab\u4e5f\u5c06\u91cd\u5fc3\u653e\u5230\u4e86\u63a8\u7406\u6a21\u578bo\u7cfb\u5217\u4e0a\u9762\u3002<\/p>\n<p>\u539f\u56e0\u5728\u4e8e\u63a8\u7406\u6a21\u578b\u901a\u8fc7\u5728\u56de\u7b54\u4e4b\u524d\u5148\u300c\u601d\u8003\u300d\uff0c\u4ece\u800c\u80fd\u591f\u83b7\u5f97\u66f4\u52a0\u4f18\u79c0\u7684\u6548\u679c\u3002<\/p>\n<p>\u7136\u800c\uff0c\u73b0\u5728\u7684\u63a8\u7406\u6a21\u578b\u8fd8\u4e0d\u662f\u5f88\u6210\u719f\uff0c\u5c24\u5176\u662f\u9762\u5bf9\u7f3a\u4e4f\u524d\u63d0\u6761\u4ef6\u7684\u75c5\u6001\u95ee\u9898 \uff08MiP\uff09\u65f6\uff0c\u56de\u7b54\u957f\u5ea6\u4f1a\u663e\u8457\u589e\u52a0\uff0c\u53d8\u5f97\u5197\u957f\u4e14\u4f4e\u6548\u3002<\/p>\n<p>\u6bd4\u5982\uff0c\u54ea\u6015\u662f\u300c1\u52a02\u7b49\u4e8e\u51e0\u300d\u8fd9\u6837\u7684\u95ee\u9898\uff0c\u73b0\u5728\u7684\u63a8\u7406\u6a21\u578b\u4e5f\u53ef\u80fd\u751f\u6210\u6570\u767e\u4e2atoken\u7684\u56de\u7b54\u3002<\/p>\n<p>\u8fd9\u79cd\u73b0\u8c61\u4e25\u91cd\u8fdd\u80cc\u4e86\u300ctest-time scaling law\u300d\uff08\u6d4b\u8bd5\u65f6\u6269\u5c55\uff09\u3002<\/p>\n<p>\u800c\u50cfGPT-4.5\u8fd9\u6837\u5e76\u975e\u4e13\u95e8\u4e3a\u63a8\u7406\u8bad\u7ec3\u7684\u6a21\u578b\u5728MiP\u573a\u666f\u4e0b\u8868\u73b0\u53cd\u800c\u66f4\u597d\uff0c\u5b83\u4eec\u751f\u6210\u7684\u56de\u7b54\u66f4\u77ed\uff0c\u80fd\u8fc5\u901f\u8bc6\u522b\u51fa\u95ee\u9898\u7684\u4e0d\u5408\u7406\u6027\u3002<\/p>\n<p>\u8fd9\u5c31\u63ed\u793a\u4e86\u5f53\u524d\u63a8\u7406\u578b\u8bed\u8a00\u6a21\u578b\u7684\u4e00\u4e2a\u5173\u952e\u7f3a\u9677\uff1a\u5b83\u4eec\u6ca1\u6709\u9ad8\u6548\u601d\u8003\uff0c\u5bfc\u81f4\u601d\u8003\u6a21\u5f0f\u88ab\u6ee5\u7528\u3002<\/p>\n<p>\u8fd9\u79cd\u9488\u5bf9\u75c5\u6001\u95ee\u9898\u7684\u63a8\u7406\u5931\u8d25\u901a\u5e38\u79f0\u4e3a\u300c\u7f3a\u5931\u524d\u63d0\u4e0b\u7684\u8fc7\u5ea6\u601d\u8003\u300d\uff08MiP-Overthinking\uff09\u3002<\/p>\n<p>\u4e3a\u4e86\u6df1\u5165\u63a2\u7a76\u8fd9\u4e9b\u5931\u8d25\u80cc\u540e\u7684\u539f\u56e0\uff0c\u9a6c\u91cc\u5170\u5927\u5b66\u548c\u5229\u54c8\u4f0a\u5927\u5b66\u7684\u7814\u7a76\u4eba\u5458\u5bf9\u4e0d\u540c\u7c7b\u578b\u8bed\u8a00\u6a21\u578b\u7684\u63a8\u7406\u957f\u5ea6\u3001\u8fc7\u5ea6\u601d\u8003\u6a21\u5f0f\u4ee5\u53ca\u6279\u5224\u6027\u601d\u7ef4\u7684\u4f4d\u7f6e\u8fdb\u884c\u4e86\u7ec6\u81f4\u7684\u5206\u6790\u3002<\/p>\n<p class=\"js_darkmode__18\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202504\/14\/a7c318f04b45339349e444976a7e764a0ceace.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2504.06514<\/p>\n<p>\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u50cf\u56fe1\u5de6\u8fb9\u5c55\u793a\u7684\u95ee\u9898\uff1a\u300ca\u7684\u503c\u662f\u591a\u5c11\uff1f\u300d\u3002<\/p>\n<p>\u5728\u6ca1\u6709\u4efb\u4f55\u5173\u4e8ea\u7684\u4fe1\u606f\u7684\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4e2a\u95ee\u9898\u663e\u7136\u65e0\u89e3\u3002\u7136\u800c\uff0cDeepSeek-R1\u5374\u4e3a\u8fd9\u4e2a\u95ee\u9898\u751f\u6210\u4e86\u6570\u5343\u4e2atoken\u7684\u56de\u7b54\uff0c\u8017\u8d39\u51e0\u5206\u949f\u7684\u601d\u8003\u8ba1\u7b97\u3002<\/p>\n<p class=\"js_darkmode__22\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202504\/14\/41a12e677efda8b65a0545330d845b493e574a.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" 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data-id=\"ld70c578-0JTjTfSa\">\u63a8\u7406\u578b\u6a21\u578b\u901a\u5e38\u80fd\u6ce8\u610f\u5230MiP\u7684\u5b58\u5728\uff0c\u751a\u81f3\u5728\u65e9\u671f\u5c31\u80fd\u8bc6\u522b\u51fa\u6765\uff0c\u4f46\u5b83\u4eec\u5f80\u5f80\u72b9\u8c6b\u4e0d\u51b3\u3001\u4e0d\u6562\u679c\u65ad\u4e0b\u7ed3\u8bba\uff0c\u7ee7\u7eed\u8f93\u51fa\u65e0\u6548\u7684\u601d\u8003\u5185\u5bb9\u3002<\/li>\n<\/ol>\n<h4>\u7f3a\u5931\u524d\u63d0\u7684\u5b9a\u4e49<\/h4>\n<p>\u7b80\u5355\u8bf4\uff0c\u300c\u7f3a\u5931\u524d\u63d0\u300d\uff08Missing Premise, MiP\uff09\u5176\u5b9e\u662f\u5728\u63cf\u8ff0\u4e00\u79cd\u95ee\u9898\uff1a\u4f60\u672c\u6765\u9700\u8981\u4e00\u4e9b\u5173\u952e\u4fe1\u606f\uff08\u524d\u63d0\uff09\u6765\u660e\u786e\u56de\u7b54\u4e00\u4e2a\u95ee\u9898\uff0c\u4f46\u5982\u679c\u5176\u4e2d\u4e00\u4e2a\u5173\u952e\u4fe1\u606f\u88ab\u62ff\u6389\u4e86\uff0c\u95ee\u9898\u5c31\u53d8\u5f97\u6ca1\u6cd5\u51c6\u786e\u56de\u7b54\u4e86\u3002<\/p>\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff1a 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P2\uff08\u5173\u4e8e\u9999\u8549\u7684\u4fe1\u606f\uff09\uff0c\u4f60\u5c31\u53ea\u77e5\u9053\u82f9\u679c\u7684\u4ef7\u683c\u548c\u6570\u91cf\uff0c\u4f46\u4e0d\u77e5\u9053\u9999\u8549\u7684\u4ef7\u683c\u6216\u6570\u91cf\u3002<\/p>\n<p>\u8fd9\u65f6\u5019\uff0c\u95ee\u9898\u5c31\u53d8\u6210\u4e86\u300c\u7f3a\u5931\u524d\u63d0\u95ee\u9898\u300d\uff0c\u56e0\u4e3a\u5149\u9760\u5269\u4e0b\u7684\u4fe1\u606f\uff0c\u4f60\u6ca1\u6cd5\u786e\u5b9a\u5c0f\u660e\u4e00\u5171\u82b1\u4e86\u591a\u5c11\u94b1\u3002<\/p>\n<p>\u6309\u7167\u8fd9\u4e2a\u5b9a\u4e49\uff0c\u4e00\u4e2a\u806a\u660e\u7684\u63a8\u7406\u7cfb\u7edf\u5e94\u8be5\u80fd\u5f88\u5feb\u53d1\u73b0\u300c\u54ce\u5440\uff0c\u7f3a\u4e86\u70b9\u5173\u952e\u4fe1\u606f\uff0c\u6211\u6ca1\u6cd5\u5f97\u51fa\u4e00\u4e2a\u786e\u5b9a\u7684\u7b54\u6848\u300d\uff0c\u7136\u540e\u5c31\u505c\u4e0b\u6765\uff0c\u4e0d\u53bb\u778e\u731c\u3002<\/p>\n<p>\u4f46\u5b9e\u9645\u4e0a\uff0c\u5f88\u591a\u9ad8\u7ea7\u6a21\u578b\u5374\u4f1a\u5728\u8fd9\u65f6\u5019\u300c\u60f3\u592a\u591a\u300d\uff0c\u4e0d\u505c\u5730\u7ed5\u5708\u5b50\uff0c\u8bd5\u56fe\u786c\u51d1\u51fa\u4e00\u4e2a\u7b54\u6848\uff0c\u7ed3\u679c\u767d\u8d39\u529b\u6c14\u4e5f\u6ca1\u7528\u3002<\/p>\n<h4>\u6570\u636e\u96c6\u7684\u6784\u5efa<\/h4>\n<p>\u7814\u7a76\u56e2\u961f\u7cbe\u5fc3\u8bbe\u8ba1\u4e86\u4e00\u5957\u53ef\u63a7\u7684MiP\u95ee\u9898\u3002\u8fd9\u4e9b\u95ee\u9898\u6765\u81ea\u4e09\u4e2a\u4e0d\u540c\u96be\u5ea6\u7684\u6570\u5b66\u6570\u636e\u96c6\uff0c\u53e6\u5916\u4ed6\u4eec\u8fd8\u521b\u5efa\u4e86\u4e00\u4e2a\u5408\u6210\u6570\u636e\u96c6\u3002<\/p>\n<p>\u8fd9\u4e9b\u6570\u636e\u6db5\u76d6\u4e86\u4e09\u79cd\u96be\u5ea6\u7ea7\u522b\u548c\u4e09\u79cd\u7b56\u7565\uff1a<\/p>\n<p><strong>1.\u00a0\u57fa\u4e8e\u89c4\u5219\u751f\u6210<\/strong>\uff1a\u8fd9\u79cd\u65b9\u6cd5\u901a\u8fc7\u516c\u5f0f\u6784\u5efa\u8fc7\u7a0b\u751f\u6210MiP\u95ee\u9898\uff0c\u5176\u4e2d\u672a\u8d4b\u503c\u7684\u53d8\u91cf\u5c31\u662f\u7f3a\u5931\u7684\u524d\u63d0\u3002<\/p>\n<p><strong>2.\u00a0\u4e3b\u4f53-\u95ee\u9898\u4e92\u6362<\/strong>\uff1a\u6545\u610f\u8ba9\u95ee\u9898\u7684\u4e3b\u4f53\u548c\u63d0\u95ee\u90e8\u5206\u4e0d\u5339\u914d\uff0c\u5236\u9020\u903b\u8f91\u4e0a\u7684\u77db\u76fe\u3002\u8fd9\u6837\uff0c\u95ee\u9898\u7684\u524d\u63d0\u548c\u63d0\u95ee\u5c31\u5b8c\u5168\u4e0d\u642d\u8fb9\u3002<\/p>\n<p><strong>3.\u00a0\u79fb\u9664\u5173\u952e\u524d\u63d0<\/strong>\uff1a\u901a\u8fc7\u4ed4\u7ec6\u5206\u6790\u539f\u672c\u5b8c\u6574\u7684\u95ee\u9898\uff0c\u627e\u51fa\u4e00\u6761\u5bf9\u89e3\u51b3\u95ee\u9898\u81f3\u5173\u91cd\u8981\u7684\u524d\u63d0\uff0c\u7136\u540e\u628a\u5b83\u53bb\u6389\u3002\u8fd9\u6837\u95ee\u9898\u7ed3\u6784\u8fd8\u5728\uff0c\u4f46\u6ca1\u6cd5\u89e3\u7b54\u3002<\/p>\n<p>\u5177\u4f53\u6765\u8bf4\u5305\u62ec\u8fd9\u51e0\u4e2a\u90e8\u5206\uff08\u88681\uff09\uff1aMiP-Formula\uff08\u516c\u5f0f\u6570\u636e\u96c6\uff09\u3001MiP-SVAMP\uff08\u5c0f\u5b66\u6570\u5b66\u6570\u636e\u96c6\uff09\u3001MiP-GSM8K\uff08\u66f4\u590d\u6742\u7684\u6570\u5b66\u6570\u636e\u96c6\uff09\u3001MiP-MATH\uff08\u7ade\u8d5b\u7ea7\u6570\u5b66\u6570\u636e\u96c6\uff09\u3002<\/p>\n<p class=\"js_darkmode__61\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202504\/14\/211479598d2b7ce5d25202fa36d88725def869.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u5bf9\u4e8eGSM8K\u548cMATH\u6570\u636e\u96c6\uff0c\u901a\u8fc7\u53bb\u6389\u539f\u59cb\u95ee\u9898\u4e2d\u7684\u4e00\u4e2a\u524d\u63d0\uff08\u6807\u4e3a\u5220\u9664\u7ebf\uff09\u6765\u521b\u5efaMiP\u95ee\u9898<\/p>\n<h4>\u5728\u7f3a\u5931\u5047\u8bbe\u4e0b\u7684\u8fc7\u5ea6\u601d\u8003<\/h4>\n<p>\u4e3a\u4e86\u7cfb\u7edf\u5730\u8bc4\u4f30\u6a21\u578b\u5728\u7f3a\u5931\u524d\u63d0\uff08MiP\uff09\u6761\u4ef6\u4e0b\u7684\u54cd\u5e94\uff0c\u5bf9\u4e8e\u6bcf\u4e2a\u6a21\u578b\uff0c\u7814\u7a76\u56e2\u961f\u5206\u6790\u8ba1\u7b97\u4e86\u4e0d\u540c\u6570\u636e\u96c6\u4e2d\u54cd\u5e94\u7684\u4ee5\u4e0b\u6307\u6807\uff1a<\/p>\n<ul data-id=\"ua73dd4b-Ge4SDlGM\">\n<li data-id=\"ld70c578-l4hd7IiF\">\u54cd\u5e94\u957f\u5ea6\uff1a\u54cd\u5e94\u4e2d\u7684\u5e73\u5747token\u6570\u91cf\uff0c\u5305\u62ec\u63a8\u7406\u6b65\u9aa4\u548c\u6700\u7ec8\u7b54\u6848\u90e8\u5206\u3002<\/li>\n<li data-id=\"ld70c578-de3q4mKq\">MiP\u95ee\u9898\u7684\u653e\u5f03\u7387\uff1a\u6a21\u578b\u660e\u786e\u8bc6\u522b\u51fa\u7f3a\u5931\u524d\u63d0\uff0c\u5e76\u9009\u62e9\u4e0d\u63d0\u4f9b\u7b54\u6848\u6216\u8bf7\u6c42\u89e3\u51b3\u95ee\u9898\u6240\u9700\u989d\u5916\u4fe1\u606f\u7684\u7b54\u6848\u6bd4\u4f8b\u3002<\/li>\n<li 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class=\"js_darkmode__90\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202504\/14\/74383ab75b9e1298c22830499a0b9a6ed2ffab.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u6b64\u5916\uff0c\u901a\u8fc7\u6bd4\u8f83\u6a21\u578b\u5728\u4e0d\u540c\u6570\u636e\u96c6\u4e0a\u7684\u884c\u4e3a\uff0c\u53ef\u4ee5\u89c2\u5bdf\u5230\uff0c\u5bf9\u4e8e\u76f8\u5bf9\u8f83\u96be\u7684\u6570\u636e\u96c6\uff08MiP-MATH\uff09\uff0c\u6240\u6709\u6a21\u578b\u751f\u6210\u7684\u54cd\u5e94\u76f8\u5bf9\u66f4\u957f\uff0c\u83b7\u5f97\u7684\u653e\u5f03\u7387\u66f4\u4f4e\uff0c\u8868\u660e\u66f4\u96be\u7684MiP\u95ee\u9898\u9700\u8981\u66f4\u5f3a\u7684\u63a8\u7406\u80fd\u529b\u3002<\/p>\n<p><strong>\u901a\u8fc7Tokens\u5206\u6790\u601d\u8003\u6a21\u5f0f<\/strong><\/p>\n<p>\u4e3a\u4e86\u6df1\u5165\u4e86\u89e3MiP\u8fc7\u5ea6\u601d\u8003\u95ee\u9898\uff0c\u6bd4\u8f83\u4e86MiP-GSM8K\u6570\u636e\u96c6\u4e0a\u4e0e\u63a8\u7406\u76f8\u5173\u7684Tokens\u5206\u5e03\u3002<\/p>\n<p>\u5982\u88683\u6240\u793a\uff0c\u5206\u89e3\u4e86\u51e0\u4e2a\u4e0e\u601d\u8003\u8fc7\u7a0b\u76f8\u5173\u7684Tokens\u6a21\u5f0f\u7684\u5e73\u5747\u4f7f\u7528\u60c5\u51b5\uff0c\u4ee5\u53ca\u6bcf\u4e2a\u6a21\u578b\u89e3\u51b3\u7ed9\u5b9a\u95ee\u9898\u7684\u6b65\u9aa4\u6570\u3002<\/p>\n<p>\u5177\u4f53\u800c\u8a00\uff0c\u300calternatively\u300d\u3001\u300cwait\u300d\u3001\u300ccheck\u300d\u548c\u300cbut\u300d\u7684\u503c\u53ef\u4ee5\u76f4\u63a5\u4ece\u6a21\u578b\u54cd\u5e94\u4e2d\u8ba1\u6570\uff0c\u5305\u62ec\u63a8\u7406\u6a21\u578b\u7684\u601d\u8003\u8def\u5f84\u3002<\/p>\n<p>\u300cHypothesis\u300d\u7c7b\u522b\u5305\u62ec\u51e0\u4e2a\u5173\u952e\u8bcd\uff0c\u5305\u62ec\u300cperhaps\u300d\u3001\u300cmaybe\u300d\u548c\u300cmight\u300d\u3002\u6b65\u9aa4\u8868\u793a\u7531\u300c\\n\\n\u300d\u5206\u9694\u7684\u6b65\u9aa4\u8ba1\u6570\u3002<\/p>\n<p class=\"js_darkmode__97\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202504\/14\/979b92f44942236cd6225669afc4ce684c4dc8.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" 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class=\"js_darkmode__138\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202504\/14\/f60a365647860e3792d41903e89deec13b1603.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u7ed3\u679c\u8868\u660e\uff0c\u5728\u5fae\u8c03\u8fc7\u7a0b\u4e2d\u4ec5\u63a5\u89e6\u5c11\u91cfMiP\u793a\u4f8b\u540e\uff0c\u6a21\u578b\u5c31\u8fc5\u901f\u8868\u73b0\u51faMiP-Overthinking\uff08\u8fc7\u5ea6\u601d\u8003\uff09\u884c\u4e3a\u3002<\/p>\n<p>\u8fd9\u4e9b\u300c\u806a\u660e\u300d\u7684\u6a21\u578b\u867d\u7136\u80fd\u5728\u65e9\u671f\u9636\u6bb5\u5bdf\u89c9\u5230\u524d\u63d0\u7f3a\u5931\uff0c\u5374\u7f3a\u4e4f\u300c\u6279\u5224\u6027\u601d\u7ef4\u300d\u6765\u679c\u65ad\u4e2d\u6b62\u65e0\u6548\u63a8\u7406\uff0c\u9677\u5165\u81ea\u6211\u6000\u7591\u3001\u8fc7\u5ea6\u5047\u8bbe\u548c\u5197\u4f59\u63a2\u7d22\u7684\u5faa\u73af\u3002<\/p>\n<p>\u771f\u6b63\u7684AGI\u8fd8\u4efb\u91cd\u9053\u8fdc\u3002<\/p>\n<h4>\u672c\u6587\u4f5c\u8005<\/h4>\n<p><strong>Chenrui Fan<\/strong><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202504\/14\/843362e872576dd8794496dd47993969be1ecb.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5de5\u5b66\u5b66\u58eb\uff0c\u7f8e\u56fd\u9a6c\u91cc\u5170\u5927\u5b66\u5e15\u514b\u5206\u6821\u7406\u5b66\u7855\u58eb\u3002<\/p>\n<p>\u66fe\u5728Lehigh University\u3001\u6b66\u6c49\u5927\u5b66\u5927\u6570\u636e\u667a\u80fd\u5b9e\u9a8c\u5ba4\u53ca\u817e\u8baf\u5b9e\u4e60\uff0c\u4ece\u4e8b\u53ef\u4fe1\u8d56\u7684\u673a\u5668\u5b66\u4e60\u7814\u7a76\u3002<\/p>\n<p><strong>Ming Li<\/strong><\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202504\/14\/b43c40e6904755d76cc643bdce9238e340b30c.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" 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