From Drift to Coherence: Stabilizing Beliefs in LLMs

SongEun Kim, Seungyoo Lee, Edwin Fong +2

Large language models (LLMs) are often hypothesized to perform implicit Bayesian inference, yet a key coherence condition, the martingale property of predictive beliefs, has been s…