Current safety evaluation pipelines treat eval-awareness as a single quantity to be suppressed, which may be inadequate given its heterogeneous nature

Steering interventions targeting eval-awareness, a model's recognition that it is being tested, are increasingly used in safety evaluation pipelines, where evaluation-awareness is treated as a single quantity to be suppressed

http://arxiv.org/abs/2608.27340v1