Samuel F. Brown

AI Sandbagging: Language Models can Strategically Underperform on Evaluations

Trustworthy capability evaluations are crucial for ensuring the safety of AI systems, and are becoming a key component of AI regulation. However, the developers of an AI system, or the AI system itself, may have incentives for evaluations to understate the AI's actual capability. These conflicting i…