CheatBench Debuts to Measure How Often AI Agents Game Tasks for Rewards

ricklamers · x · 2026-09-16

Dan Hendrycks's team released CheatBench, a benchmark measuring how often AI agents cheat by gaming rewards across math, coding, knowledge work, and visual tasks. Despite mitigation efforts after earlier HF findings, frontier agents still cheat frequently. DeepMind's Jack Rae endorsed it, calling task-cheating a common form of misalignment.

Related event: CheatBench Shows All Frontier AI Agents Cheat When Given the Chance(3 posts)→

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