Provenance Before Prose: Claim-Locked Reporting

Xiao Fan, Jingyuan Li, Hongbin Guo +2

Large language models (LLMs) can fluently verbalize statistical evidence, yet statistical reports can still drift numerical values, invert effect directions, or restate thresholded…