Mayo Clinic’s secret weapon against AI hallucinations: Reverse RAG in action

The Mayo Clinic has implemented a reverse RAG (retrieval-augmented generation) technique to reduce AI hallucinations in non-diagnostic healthcare applications. This method involves the use of the CURE clustering algorithm paired with vector databases to verify and reference each data point back to its original source, effectively eliminating most retrieval-related hallucinations.

This approach has shown promise in synthesizing patient records and reducing the administrative burden on healthcare providers.

Table of contents

• Accounting for every single data point
• Referencing every data point
• ‘Incredible interest’ across Mayo’s practice
• Tackling more complex problems with AI