A new paper introduces Ontological Knowledge Blocks (OKBs), a programmable governance framework designed to enhance compliance for AI systems by transforming regulatory obligations into machine-checkable constraints. This innovation aims to improve the scalability and efficiency of governance in AI-enabled services, particularly in critical digital infrastructure.