HINTBench provides 629 annotated agent trajectories to audit intrinsic non-attack risks, showing that strong LLMs detect overall risk but fail at localizing specific risky steps or diagnosing failure types.
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HINTBench: Horizon-agent Intrinsic Non-attack Trajectory Benchmark
HINTBench provides 629 annotated agent trajectories to audit intrinsic non-attack risks, showing that strong LLMs detect overall risk but fail at localizing specific risky steps or diagnosing failure types.