What you'll learn

Traditional governance models often rely on passive oversight that fails to address the unique risks associated with generative systems and non-human agentic identities. In this course, Governing AI Systems and Emerging Capabilities, you’ll gain the ability to implement a clinical AI governance architecture that moves beyond basic compliance to active, runtime enforcement. First, you’ll explore the Governance Barbell and polycentric oversight to navigate the complex web of authority across predictive and agentic systems. Next, you’ll discover operationalizing the Airlock protocol and using Constitutional AI to establish active containment and circuit breakers. Finally, you’ll learn how to apply NIST 800-61 Rev 3 and MITRE ATLAS for forensic readiness and clinical incident response. When you’re finished with this course, you’ll have the skills and knowledge of AI governance and emerging capabilities needed to implement a defense-in-depth architecture that ensures enterprise-wide AI integrity.