Runtime by Design, What Privacy by Design Still Has to Teach AI Governance

The next governance failure is unlikely to happen during deployment review. It will happen in production, while a system is acting and conditions are changing. This paper applies the lessons of Privacy by Design to continuous runtime governance, where controls, evidence, escalation, and human accountability must operate with the system.