EPFL's Tim Davidson maps the "generation-verification gap" showing language models struggle to verify facts they can generate

Language models are becoming our default interface to facts. Yet their ability to *verify* facts can differ from their ability to *generate* them. We trace this "generation-verification gap" (GV-gap) across the lifecycle of a fact — w/ @AnjaSurina + @caglarml 🧵