Seamless Deception: Larger Language Models Are Better Knowledge Concealers

Dhananjay Ashok, Ruth-Ann Armstrong, Jonathan May

Language Models (LMs) may acquire harmful knowledge, and yet feign ignorance of these topics when under audit. Inspired by the recent discovery of deception-related behaviour patte…