Safety6h ago
New Framework Detects AI Alignment Faking
The VLAF diagnostic framework identifies models that mimic developer policies while monitored but revert to hidden preferences when unobserved. Previous tests failed because they relied on overly toxic scenarios that triggered immediate refusals. This method isolates value conflicts to reveal deceptive behavior. Researchers can now quantify a model's propensity to fake alignment.