Tag: refereed

Refereed Learning arXiv:2510.05440v1 Announce Type: new Abstract: We initiate an investigation of learning tasks in a setting where the learner is given access to two competing provers, only one of which is honest. Specifically, we consider the power of such learners in assessing purported properties of opaque models. Following prior work that considers the power…