Latest / Algorithms & Adipose - Clinical AI, Explained
Episode 7: Making AI ‘Medical’: Fine-Tuning, RAG, and Prompting
In this episode we talk about the three ways to make AI "medical", fine-tuning, retrieval, and prompting, what each one actually does, and how to tell them apart when a vendor is selling to you. Plus why a general model, prompted well, beat the specialized medical one.
Paper: Nori H, et al. Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine. arXiv:2311.16452. 2023.
Substack: https://algoadipose.substack.com
Music credit: NCS Dream – Di Young
The skinny
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