Xinyuan Lao

AIPOCH PTE. LTD

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Publication activitypapers/week, last 8 weeks

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

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Yingyong Hou (1)Huimei Wang (1)Qianyu Yao (1)Wei Chen (1)

Papers (1)

Apr 22, 2026

Department of Pathology4d ago·also AIPOCH PTE. LTD, 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: over half fail to meet even "Limited Release" quality standards, highlighting the urgent need for domain-specific audit frameworks.

Yingyong Hou, Xinyuan Lao, Huimei Wang +10

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

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Xinyuan Lao

Publication activitypapers/week, last 8 weeks

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