NxN E-valuation: Hypothesis Certification via a Conformal CRT Null.

arXiv:2608.06621v5 Announce Type: replace Abstract: Language models now propose hypotheses faster than anyone can check them, so the step that certifies them must need nothing from the proposer but the hypothesis. We state three requirements for such a step --