HarmThoughts is a sentence-level benchmark with a 16-behavior taxonomy that reveals existing detectors struggle to identify fine-grained harmful reasoning steps in AI traces.
sentences: re-reading query → IA; checking own prior claim → HV; execution obstacle→CE
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2026 1verdicts
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When Safety Fails Before the Answer: Benchmarking Harmful Behavior Detection in Reasoning Chains
HarmThoughts is a sentence-level benchmark with a 16-behavior taxonomy that reveals existing detectors struggle to identify fine-grained harmful reasoning steps in AI traces.