If your RAG system doesn't tell you where it found the answer, itโs a liability. In this episode, we discuss "Grounding"โthe art of forcing your AI to cite specific PubMed IDs or hospital policy page numbers. Learn how to turn an LLM from a "guesser" into a verifiable medical librarian.
๐๐ฅ๐ข๐ง๐ข๐๐๐ฅ ๐๐จ๐ฏ๐๐ซ๐ง๐๐ง๐๐ & ๐๐๐ฎ๐๐๐ญ๐ข๐จ๐ง๐๐ฅ ๐๐ข๐ฌ๐๐ฅ๐จ๐ฌ๐ฎ๐ซ๐:
This concise summary of AI technology is for ๐๐๐ฎ๐๐๐ญ๐ข๐จ๐ง๐๐ฅ ๐๐ง๐ ๐ข๐ง๐๐จ๐ซ๐ฆ๐๐ญ๐ข๐จ๐ง๐๐ฅ ๐ฉ๐ฎ๐ซ๐ฉ๐จ๐ฌ๐๐ฌ ๐จ๐ง๐ฅ๐ฒ. It provides a technical analysis of AI capabilities in healthcare and does not constitute medical advice, diagnosis, or treatment.
โข ๐๐ฅ๐ข๐ง๐ข๐๐๐ฅ ๐๐๐๐จ๐ฎ๐ง๐ญ๐๐๐ข๐ฅ๐ข๐ญ๐ฒ: If you are a healthcare professional, ensure any implementation of AI tools complies with your local Trustโs policies, data governance protocols, and professional regulatory standards (GMC/NMC/HCPC or equivalent).
โข ๐๐ง๐๐๐ฉ๐๐ง๐๐๐ง๐ญ ๐๐ฏ๐ข๐๐๐ง๐๐-๐๐๐ฌ๐๐ ๐๐๐ฏ๐ข๐๐ฐ: The views expressed are my own and do not represent the official position of any University, Hospital Trust, employer, or regulatory body.
โข ๐๐๐ญ๐ข๐๐ง๐ญ ๐๐๐๐๐ญ๐ฒ: This video does not establish a doctor-patient relationship. Members of the public should always seek the advice of a qualified healthcare provider regarding any medical condition.
Music generated by Mubert https://mubert.com/render
https://substack.com/@healthaibrief
#RAG #EvidenceBasedMedicine #HealthData #VerifyAI #aiinmedicine
