Transparency of Operation

AI systems must be capable of producing a complete, accurate account of their decision process on demand — not in summary, but in structural detail.

Human Authority Preservation

Systems must observe, structure, and expose — not decide, instruct, or override. Human authority is not delegated. It is architecturally preserved.

Externally Verifiable Limits

Behavioral constraints must be enforceable by an external authority — not assumed from design intent or operator self-report.

Auditability Without Intermediation

Governance authorities must be able to verify system behavior without routing that verification through the system's operator.