Statistics, Not Scale: Modular Medical Dialogue with Bayesian Belief Engine

ArXi:2604.20022v1 Announce Type: new Large language models are increasingly deployed as autonomous diagnostic agents, yet they conflate two fundamentally different capabilities: natural-language communication and probabilistic reasoning. We argue that this conflation is an architectural flaw, not an engineering shortcoming. We