connerlambden opened a new issue, #50632:
URL: https://github.com/apache/arrow/issues/50632

   ## Proposal
   
   Add **REFUTE** to related evaluation / scientific AI tooling docs if 
relevant.
   
   REFUTE is a scientific critique + calibration benchmark (paper-grounded 
claims → predictions → judge scores → Brier/ECE).
   
   - Product: https://bgpt.pro/refute
   - Inspect task: https://github.com/connerlambden/refute-inspect
   - Interim preprint release: 
https://github.com/connerlambden/refute-inspect/releases/tag/v3.0.0-preprint
   - Dataverse (in review): https://doi.org/10.7910/DVN/IGAJWO
   
   Happy to adjust wording / PR if preferred.


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