Preprint
Aug 2026
When Text and Numbers Disagree: Evidence Arbitration in Large Language Models
It is suggested that current LLMs often rely on heuristic arbitration strategies when integrating heterogeneous evidence, highlighting a failure mode for tool-augmented decision systems.
Mattia Carletti, Edward Phillips, Fredrik K. Gustafsson et al.
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