2 papers
cs.SE2026
AIPOCH Open-Science: An Open-Source AI Research Workbench with Reproducible .science Packages
Wen Ouyang, Bocheng Huang, Qianyu Yao +76
AI-assisted research leaves instructions, computations, artifact revisions and checks whose relationships matter when another researcher receives the work. We present AIPOCH Open-S…
cs.AI2026
MedSkillAudit: A Domain-Specific Audit Framework for Medical Research Agent Skills
Yingyong Hou, Xinyuan Lao, Huimei Wang +10
Background: Agent skills are increasingly deployed as modular, reusable capability units in AI agent systems. Medical research agent skills require safeguards beyond general-purpos…