Evaluation, Governance, and Assurance

This module covers organization-wide security evaluation, red-teaming methodology, automated toolchains, and continuous assurance, along with institutional practices for AI governance, risk classification, auditing, and content provenance. For application-level principles of evaluating ASR and utility, see Agent Security and RAG Security. This module extends those principles into organizational processes rather than repeating evaluation methods for individual applications.

Chapters

1. Chapter 9: Security Evaluation, Red Teaming, and Continuous Assurance
2. Chapter 10: AI Governance, Risk Classification, Auditing, and Content Provenance

Return to AI Safety, Security, and Governance.