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University of California San Diego

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University of California San Diego ↗

MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models

QuestionWhen does a chain of thought reveal factors driving an answer, and how does that visibility change under direct concealment or monitor-aware evasion?

Source summaryDecision factors structurally embedded in planning tend to be easier to monitor than factors that can change an answer without explicit planning (§4.1).

NUWA research note · independent review pending · Contains: question / method / findings / interpretation / limits