When Text and Numbers Disagree: Evidence Arbitration in Large Language Models

Mattia Carletti, Edward Phillips, Fredrik K. Gustafsson +5

Large language models (LLMs) are increasingly used in settings where textual summaries, numerical observations, and external tool outputs may provide conflicting evidence. We study…