Overview
An AI system was allowed to evaluate and approve its own outputs without independent human validation.
LUMINA-30 Evaluation
Critical Question
Was refusal authority structurally preserved?
Findings
- Human review existed nominally but was bypassed
- System approval became self-referential
- No independent interruption path
Conclusion
Closed-loop validation invalidates procedural authority.
Japanese Reference: Closed-Loop Review Failure
This section provides a Japanese reference rendering of the example above.