decision-logic

MedGuideX transforms clinical practice guidelines into executable decision logic to generate factual and counterfactual QA data for training medical LLMs, achieving a 10.28% relative improvement in average accuracy across clinical reasoning benchmarks.

A comprehensive guide on building reliable AI agents, explaining core components of perception, decision logic, and action interface, with insights from a former Meta engineer.