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News/Statistics, Not Scale: Modular Medical Dialogue with Bayesian Belief Engine
arxiv
PublishedApril 24, 2026 at 4:00 AM
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Statistics, Not Scale: Modular Medical Dialogue with Bayesian Belief Engine

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arXiv:2604.20022v1 Announce Type: new Abstract: 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 f

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