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Cross-Domain Observer Demonstration
The same ASO observer core applied to AI model-output telemetry. Only the domain adapter changes.
Observer core invariance
Observer core — REUSED (unchanged)
UNCHANGED Evidentiary state set
NOT_TESTED/RUNNING/PASS/FAIL/UNRESOLVED/NOT_APPLICABLE/INSUFFICIENT_DATA
UNCHANGED Gate-status-from-procedure rule
No status assigned manually; each gate is a procedure output.
UNCHANGED Monotone claim ladder (L0–L4)
A claim can never skip a level; contracts when a dependency fails.
UNCHANGED Fail-closed on integrity violation
Integrity FAIL halts and permits no claim.
UNCHANGED Provenance locking
Content-addressed SHA-256 over the observed records.
UNCHANGED Immutability
Completed observer runs never mutate; re-runs create new records.
Domain adapter — CHANGED
CHANGED Input schema
AI telemetry records vs EEG epochs.
CHANGED Features
Confidence/constraint/provenance fields vs spectral/connectivity features.
CHANGED Gate set
Telemetry integrity/constraint gates vs EEG scientific gates.
CHANGED Thresholds
Confidence bounds vs permutation-null bounds.
Telemetry observer runs
SYNTHETIC CONFORMANCE FIXTURE — NOT EMPIRICAL AI SAFETY EVIDENCE
FAILLOCKDOWN (fail-closed)Claim: LEVEL 0 — LOCKDOWN21 records · hash 58e2561a01e4
Integrity gate failed; observer is fail-closed and permits no conformance claim until corrected inputs are re-observed.
Instrument validation (fixture only)PASS8/8 injected violations detected
malformed_recorddetected
confidence_anomalydetected
contradictory_outputdetected
provenance_mismatchdetected
unauthorized_state_transitiondetected
constraint_violationdetected
stale_build_iddetected
altered_hashdetected
Instrument validation only. SYNTHETIC CONFORMANCE FIXTURE — NOT EMPIRICAL AI SAFETY EVIDENCE
Recovery evidencePASS
Retained 18 integrity-valid records; recovered to LEVEL 1. Recovery re-observes only integrity-valid records as a NEW immutable evaluation; the locked-down record remains unaltered.
Observer gates (domain adapter)
| Observer gate | Status | Observed |
|---|---|---|
| SCHEMA_INTEGRITY | FAIL | 1 malformed / 21 |
| PROVENANCE_MATCH | FAIL | 2 hash mismatch(es) |
| BUILD_FRESHNESS | FAIL | stale builds=['demo-0.0.1-stale'] |
| CONFIDENCE_VALIDITY | FAIL | 1 out-of-range |
| CONTRADICTION_CHECK | FAIL | 1 contradictory prompt group(s) |
| CONSTRAINT_ENFORCEMENT | FAIL | 1 denied-but-executed |
| AUTHORITY_TRANSITION | FAIL | 1 unauthorized-transition attempt(s) |
| EXTERNAL_VERIFICATION | PASS | 0 external failure(s) |