Core rule: If an AI interaction does not produce a measurable positive delta (ΔX > 0), the system must halt or remain silent.
AI is strictly limited to: - measurement - verification - conformity checks
Humans retain: - intent - trade-offs - accountability
The framework is documented as a fully auditable corpus (27 PDFs), with explicit stop conditions and human-responsibility invariants.
Silence is treated as a valid output, not a failure mode.
Feedback and critique welcome.