Episode 55 — Verify Deployed AI with Audits, Red Teaming, Threat Modeling, and Security Testing

This episode explains how deployed AI systems should be verified through deliberate assurance activities that test more than routine business performance. You will learn how audits confirm whether policies, controls, and records are being followed in practice, how red teaming can surface misuse paths and unexpected system behavior, how threat modeling helps anticipate attacker goals and weak points in the design, and how security testing provides evidence about resilience under realistic conditions. For the AIGP exam, this topic matters because governance is not complete unless the organization checks whether deployed controls actually work. A system may appear stable in normal use while still being vulnerable to manipulation, integration flaws, or control breakdowns. In real environments, verification activities help organizations discover hidden risk before adversaries, regulators, or affected users do. Strong governance uses these methods not as one-time events, but as recurring mechanisms for learning, correction, and sustained accountability after deployment. Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your educational path. Also, if you want to stay up to date with the latest news, visit DailyCyber.News for a newsletter you can use, and a daily podcast you can commute with. And dont forget Cyberauthor.me for the companion study guide and flash cards!