A Confidence Estimation Framework for Skin & Product Audits
Automated audits must know when they are uncertain. This paper describes how Qutis converts model token log-probabilities into per-observation confidence scores, aggregates them across multiple audit concerns, and routes low-confidence cases to qualified human review.