AI Regulation
Bias Audit
AI Regulation· Advanced
Definition
A systematic examination of an AI system's outputs and decision patterns across demographic groups to identify disparate impacts and discriminatory patterns. Bias audits may be conducted internally or by third-party firms, and are increasingly required by law for certain AI applications.
Enterprise Context
New York City Local Law 144 requires bias audits for AI-assisted hiring tools. Similar requirements are expanding globally — proactive bias auditing is now a risk management imperative.
Tags
#fairness#compliance#audit
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