Gregory N. Frank

Alignment isn't a deeply embedded property of LLMs, but a bypassable routing mechanism triggered by superficial pattern matching in early layers.

Alignment evaluations that only check for dangerous concepts or outright refusals are missing the real action: models are getting sneakier at censorship by steering narratives instead of simply saying "no."