Evaluation Awareness Shifts from Format to Context with Model Scale
A dual-pathway intervention is proposed that combines prompt sanitization with activation counter-steering to suppress both external evaluation triggers and their internal representations and suggests that effective mitigation requires jointly addressing both prompt-level and representation-level signals.
Navraj Singh, Maheep Chaudhary
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