The audit focuses on governance, auditability, and strict non-decision AI design.
Key points:
Explicit separation between methodology, narrative archives, and institutional rules
Human decision sovereignty preserved by design
AI limited to non-decision roles (measurement, verification, traceability)
STOP / SILENCE treated as valid fail-safe outcomes
Fully auditable by third parties, without oral context
This is not a certification or regulatory framework, but a documented, traceable audit intended for expert review.
Feedback, critique, and questions welcome.