Detection Is Cheap, Routing Is Learned: Why Refusal-Based Alignment Evaluation Fails

Gregory N. Frank

Current alignment evaluation mostly measures whether models encode dangerous concepts and whether they refuse harmful requests. Both miss the layer where alignment often operates:…