Making AI Scientists Auditable from Evidence to Claim.

arXiv:2606.18874v4 Announce Type: replace Abstract: AI research systems can report improved results without establishing that the tested implementation matches the method described in their conclusions. We introduce Xcientist, a research harness that connects