Understanding as No-Arbitrage: Bounded Dutch Books as a Definition and Training Objective for Language Models.

arXiv:2609.39341v1 Announce Type: new Abstract: Does a language model merely predict tokens, or does it understand what it says? We make this question measurable by defining "understanding" through the lens of no-arbitrage. A model understands a vocabulary to