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RAGVery Hard· Risk Management· Attribution· System Reliability

Your medical RAG system’s localization is wrong about 2...

A zero-error bar is often unattainable in complex RAG systems. Instead of blocking all citations, implement a confidence-based routing mechanism. By analyzing the failure modes—such as whether errors occur in small opacities versus gross findings—you can better manage risk. High-confidence results can be presented to the user, while low-confidence results should be routed to a human expert for review.

Code playground (Python)