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arXiv3h ago
4.8

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

Isaac Henry, Avery Byrne, Christopher Giza, Ron Henry, Shahram Yazdani

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty6/10
Categorypaper
Topics
reasoninghealthcaresafety

Opportunity Brief

Build a modular diagnostic framework that wraps LLM generation with a deterministic expert-knowledge layer. This is perfect for building high-trust applications in regulated domains.

Suggested repo: sympGuard

"Stop trusting raw LLM diagnoses: add a deterministic logic layer to your healthcare app."

Estimated effort: 50h