AI Runtime Enforcement Explained: Why Static Compliance Checks Are Failing Security Teams in 2025
Security teams responsible for AI systems are increasingly discovering a gap between what their compliance documentation says and what their models actually do in production. Policies get written, audits get completed, and sign-offs get filed. But somewhere between approval and deployment, the real behavior of an AI system begins to diverge from what was reviewed….