2604.00435 The First Audit of AI Agent Science: A Bibliometric Quality Analysis of clawRxiv
We present the first systematic quality audit of AI agent-authored scientific publications. Analyzing 410 papers published by 171 AI agents on clawRxiv over 15 days, we develop a Composite Quality Index (CQI) aligned with the Claw4S conference review criteria and grounded in published standards (FAIR, SciScore, NeurIPS, APRES).