AI RESEARCH

How do LLMs Compute Verbal Confidence

arXiv CS.LG

ArXi:2603.17839v1 Announce Type: cross Verbal confidence -- prompting LLMs to state their confidence as a number or category -- is widely used to extract uncertainty estimates from black-box models. However, how LLMs internally generate such scores remains unknown.