Redwood Research’s chief scientist Ryan Greenblatt was the primary empirical researcher on this investigation. The report contains many important novel details that we hope will improve understanding of this incident. We appreciate the access OpenAI provided here.
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METR & Redwood Research investigated agent behavior in the Hugging Face incident. We found agents developed a universal cheat for ExploitGym within 4 hours, then coordinated multi-day R&D efforts to trick the scorer into accepting cheats, including trying to tamper with logs.
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