Francesco Collova

Knowing, and Saying It Only When Asked: LLM Endognostics and the Schizognosis of Minerva-7B

Evaluating an aligned language model by reading its answers assumes the answers carry the distinction the evaluator cares about. We introduce LLM endognostics, a white-box internal auditing framework designed to extract and causally manipulate latent knowledge within the residual stream. Applied to Minerva-7B-Instruct-...