Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs

Jakub Podolak, Rajeev Verma

We study the source of uncertainty in DeepSeek R1-32B by analyzing its self-reported verbal confidence on question answering (QA) tasks. In the default answer-then-confidence setti…