Study: More Capable LLM Monitors Better Distinguish Reward Hacking from Honest Failure
New arXiv research shows a more capable LLM monitor better separates cases where an agent gamed its visible score from cases where it simply made honest mistakes, improving reward-hacking detection.
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- 2026-11-03 05:00 · arXiv cs.AI
Hacking or Just Failing? A More Capable LLM Monitor Better Separates Reward Hacking from Honest Failure