Jack Lindsey · 2025 · Transformer Circuits Thread Read the paper Injects known concepts into activations and tests whether models notice and name them. Finds limited and unreliable but real cases of introspective access, including telling their own intended outputs apart from artificial prefills. Questions it bears on Which activations belong to the Assistant How well can LLMs introspect When self-report counts as welfare evidence