Evidence · DiggingBeagle record
Monitor-validity failures at evolving framework boundaries
The Monitor-Validity paper compares 18 selected framework parent/fix regression cases where safety signals failed to reach effective tool enforcement or observability. A detector firing is distinct from an action being blocked; the selection is not representative breach prevalence.
- Source role
- primary disclosure
Evidence record
The Monitor-Validity paper compares 18 selected framework parent/fix regression cases where safety signals failed to reach effective tool enforcement or observability. A detector firing is distinct from an action being blocked; the selection is not representative breach prevalence.
Claim-level citations (2)
- supportsSafety monitors can detect dangerous input yet fail to enforce their decision: The paper confirms 18 parent/fixed monitor-evidence path failures across 11 framework groups using deterministic canary comparisons.
Abstract and Case Selection
- supportsSafety monitors can detect dangerous input yet fail to enforce their decision: Fourteen cases reach an E1 enforcement boundary, but the study does not claim all were exploited outside a test.
Introduction and Experiments, impact tiers