Necessary, Decodable and Reversible, Yet Not Transferable: A Stress Test for Attention-Head Role Claims

Philip Quirke

Mechanistic studies often assign a component a role when removing it damages a behavior, its activation linearly encodes task information, and restoring that activation repairs the…