AI Audit

What it is

An AI audit is a systematic evaluation of an AI system's fairness, safety, performance, and compliance. Audits may examine training data, test for bias, review security practices, check regulatory compliance, and assess real-world impacts. They can be internal or conducted by third parties.

Why it matters

Audits provide accountability for AI systems. As AI is used in more consequential contexts, auditing becomes essential for ensuring systems work as intended and don't cause harm. Understanding auditing helps you evaluate claims about AI safety and fairness.