Are LLM Belief Updates Consistent with Bayes' Theorem? - Sohaib Imran; Ihor Kendiukhov; Matthew Broerman; Aditya Thomas; Riccardo Campanella; Rob Lamb; Peter M. Atkinson (CoRR, 2025)