reasoning-trace

This paper introduces Reasoning Exposure Prompting (REP), a method that uses shadow-model demonstrations in code-like formats to elicit hidden reasoning traces from LLMs, showing that interface-level trace hiding is insufficient to prevent extraction of useful reasoning signals.