Compliance frameworks — ISO 42001, NIST AI RMF, EU AI Act, GDPR/HIPAA

The regulatory landscape agents increasingly operate in, and how technical controls
map to it: risk assessments, audit logging, data minimisation, and human-oversight
requirements. Students learn an approach for turning natural-language policy into
enforceable runtime guardrails with traceability and provenance.