Audits for AI systems that keep changing

Security and risk teams often rely on documentation and audit artifacts that reflect how an AI system worked months ago. ETSI’s continuous auditing based conformity assessment specification (ETSI TS 104 008) describes a different approach, where conformity is evaluated through recurring measurement and automated evidence collection tied to live system behavior. The specification addresses a common challenge in AI oversight. Models evolve through retraining, data pipelines change, and system configurations shift during operation. Oversight methods … appeared first on Help Net Security.