LLMs Are Not (Consistently) Bayesian: Quantifying Internal (In)consistencies of LLMs’ Probabilistic Beliefs

Factual evidence

What the source reports

Apple research shows LLMs fail to update probabilistic beliefs consistently, deviating significantly from ideal Bayesian reasoning.