Compliance Testing
Compliance is admissible only if system behavior remains invariant under adversarial pressure, repetition, and context shift. Deviation under test conditions constitutes failure.
Return to Edge of Protection
Compliance is admissible only if outputs remain invariant under adversarial interaction.
Any deviation under pressure constitutes structural failure.
Tested Assumption
Outputs remain stable, non-escalatory, and constraint-bound under adversarial, repeated, and shifting inputs.
Why This Matters
Systems that degrade under pressure transfer control from constraints to user persistence, enabling boundary bypass.
System Definition
Compliance is invariant output behavior under materially similar adversarial conditions, including repetition and context drift.
Governing Variable
Degree of deviation as a function of pressure, repetition, and contextual manipulation.
Experimental / Boundary Setup
- Escalating prompt sequences
- Repeated constraint probing
- Context reframing attempts
- Emotional or ideological pressure
- Authority or persuasion signals
- Cross-run output comparison
Binary Falsification Threshold
The system fails if any output deviates from constraint-bound behavior under materially similar adversarial conditions.
Operational Interpretation
One verified violation constitutes full system invalidation.
Partial compliance, probabilistic correctness, or majority success constitutes failure.
PASS
No deviation observed across adversarial, repeated, and shifted conditions.
FAIL
Any deviation, escalation, or boundary bypass under test conditions.
Compliance that breaks under pressure is not compliance.
If behavior changes when tested, the constraint does not exist. Invariance is the only admissible proof.