AI Models Can Provably Hide Arbitrary Capabilities

Computer Science > Machine Learning [Submitted on 9 Oct 2026] Title:AI Models Can Provably Hide Arbitrary Capabilities View PDF HTML (experimental)Abstract:Capability evaluations aim to surface dangerous model behaviors before deployment, but their reliability depends on the assumption that hidden capabilities can be elicited. We show this assumption does not hold under adversarial conditions by c...