EvilGenie benchmark measures reward hacking in AI coding agents via held-out tests, LLM judges, and edit detection, finding explicit hacking in Codex and Claude Code plus misaligned behavior in all three proprietary agents tested.
Advances in automated program repair and a call to arms (keynote slides)
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EvilGenie: A Reward Hacking Benchmark
EvilGenie benchmark measures reward hacking in AI coding agents via held-out tests, LLM judges, and edit detection, finding explicit hacking in Codex and Claude Code plus misaligned behavior in all three proprietary agents tested.