Noise Injection Reveals Hidden Capabilities of Sandbagging Language Models

Cameron Tice, Philipp Alexander Kreer, Nathan Helm-Burger +7

Capability evaluations play a crucial role in assessing and regulating frontier AI systems. The effectiveness of these evaluations faces a significant challenge: strategic underper…