Zero-Trust Policy Enforcement via Kyber-Encapsulated Context Windows

This blog post introduces Dynamic Epistemic Logic (DEL) and related formalisms—Public Announcement Logic, action models, and belief revision—to explain how multi-agent AI systems represent and update knowledge and beliefs as events occur. It applies these concepts to practical scenarios in automation, security governance, and zero-trust operations (e.g., permission revocation, auditability, and coordination), and highlights computational considerations for scaling, emphasizing that resilient AI ecosystems require modeling who knows what, when, and how that shared understanding changes.