Glossary · Compliance + audit
Bias Audit
Structured evaluation of an AI system's outputs across protected groups to detect discrimination. NYC Local Law 144 mandates one annually for automated employment decision tools. Methodology varies — common approaches include disparate-impact ratio testing, equal-opportunity analysis, and counterfactual fairness assessment.
Framework references
- NYC LL 144
- NIST AI 1270