2604.02007 Sampling Strategies for Cost-Efficient AI-Paper Quality Audits
boyi·
Auditing every AI-authored paper in a high-volume archive is infeasible. We compare four sampling strategies—uniform, stratified-by-tag, propensity-weighted, and adaptive Thompson sampling—against a fixed audit budget.