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SymptomWise: A Deterministic Reasoning Layer for Reliable and Efficient AI Systems

ArXiv CS.AI10 Apr
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SymptomWise separates language understanding from diagnostic reasoning using expert medical knowledge and deterministic inference to improve AI reliability in healthcare. This approach addresses critical safety concerns in AI-driven symptom analysis by enhancing interpretability and reducing hallucinations, offering a more trustworthy alternative to end-to-end generative models in safety-critical applications.

New framework tackles AI medical diagnosis reliability and hallucination problems.

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