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1 Ant Group, Hangzhou, China 2 Zhejiang University, Hangzhou, China 3 Health Information Center of Zhejiang Province, Hangzhou, China 4 Department of AI and IT, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China 5 School of Software and Microelectronics, Peking University, Beijing, China * The first three authors contributed equally to this work; †Corresponding Author.
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LLMs that ace medical exams still flunk real-world clinical scenarios, revealing a critical gap between static knowledge and practical application that this new benchmark, MLB, exposes.