A Jury, Not an Electorate: Label-Free Reliability Estimation for Ensembles of Language Models.

arXiv:2610.21085v2 Announce Type: replace-cross Abstract: An ensemble of language models is a jury, not an electorate. The answers are testimony from witnesses of unknown reliability, and the question is not what the majority said but who is credible. Most ens