Breakpoint: Scalable evaluation of system-level reasoning in LLM code agents. - Kaivalya Hariharan; Uzay Girit; Atticus Wang; Jacob Andreas (CoRR, 2025)

Simple Mechanistic Explanations for Out-Of-Context Reasoning. - Atticus Wang; Joshua Engels; Oliver Clive-Griffin; Senthooran Rajamanoharan; Neel Nanda (CoRR, 2025)