SymptomWise: A Deterministic Reasoning Layer for Reliable and Efficient AI Systems
AI-driven symptom analysis systems face persistent challenges in reliability, interpretability, and hallucination. End-to-end generative approaches often lack traceability and may produce unsupported or inconsistent diagnostic outputs in safety-critical settings. We present SymptomWise, a framework that separates language understanding from diagnostic reasoning. The system combines expert-curated medical knowledge, deterministic codex-driven infere
By Isaac Henry, Avery Byrne, Christopher Giza, Ron Henry, Shahram Yazdani