Mayo Clinic’s Blueprint for Hallucination-Free, Multimodal AI | VB Transform 2025
Автор: VentureBeat
Загружено: 2025-07-01
Просмотров: 33
Beyond Foundation Models: Mayo Clinic’s Blueprint for Hallucination-Free, Multimodal AI
Mayo Clinic has brought generative AI into production by neutralizing its biggest risk: hallucinations. A reverse-RAG pipeline—extract first, then tether every fact back to its source—paired with the CURE clustering algorithm on a vector store has driven retrieval errors to near zero in non-diagnostic workflows. In this session, Mayo Generative AI leaders unpack that architecture, demonstrate how they are extending the approach to vision language models, and share an example of the future direction of their research to interpretability. The discussion connects each step to transferable patterns that any tightly governed enterprise can use when verifiable outputs are mandatory.
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