Yuxian Lv

AIPOCH PTE. LTD, Department of Pathology, Zhongshan Hospital, Fudan University

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Eval Frameworks & Benchmarks (1)Scientific Discovery & Drug Design (1)Tool Use & Agents (1)

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Yingyong Hou (1)Xinyuan Lao (1)Huimei Wang (1)Qi Yao (1)Qianyu Yao (1)Wei Chen (1)Wei Chen (1)Bocheng Huang (1)

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Apr 22, 2026

Yingyong Hou +17Apr 22, 2026·also AIPOCH PTE. LTD, Department of Pathology, Fudan, Zhongshan Hospital

MedSkillAudit: A Domain-Specific Audit Framework for Medical Research Agent Skills

AI agents in medical research aren't ready for prime time: a new audit framework reveals that over half of evaluated skills fall below the "Limited Release" threshold, highlighting the need for domain-specific safeguards.

Yingyong Hou, Xinyuan Lao, Huimei Wang +15

Eval Frameworks & Benchmarks Scientific Discovery & Drug Design Tool Use & Agents

Yuxian Lv

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Yuxian Lv

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