From governance principles to technical controls
High-level AI governance frameworks provide important structure, but we also identified a gap: governance principles alone don’t answer the technical questions CISOs are asking. These questions are specific: How do we validate tool parameters before execution? How do we detect cascading failures within multi-agent systems? How do we enforce least privilege for non-human actors? How do we log and alert on prompt injection attempts in production? Technically grounded frameworks translate governanc