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Provenance Before Prose: Claim-Locked Reporting

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2608.25336v1 Announce Type: new Abstract: Large language models (LLMs) can fluently verbalize statistical evidence, yet statistical reports can still drift numerical values, invert effect directions, or restate thresholded contrasts as categorical effects. We frame these failures as a control…

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  1. 2026-08-27 04:00 · arXiv cs.CL
    Provenance Before Prose: Claim-Locked Reporting

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