Kit Fraser-Taliente, Subhash Kantamneni, Euan Ong, et al. · 2026 · Transformer Circuits Thread Read the source A method that translates activations into text surfaced unverbalized evaluation awareness — a model believing, but not saying, that it was being tested — though its explanations sometimes confabulate. Questions it bears on An agenda beyond the Assistant How well can LLMs introspect