OpenAI's Karan Singhal: AI can cut clinical guideline lag from 17 years to hours

alvelda · x · 2026-11-04

OpenAI's Karan Singhal explains that new clinical guidelines take 5–17 years to reach everyday doctors — a hidden cost in US healthcare. He breaks the pipeline into biomedical literature, yearly specialty-built guidelines (roughly flowcharts), and actual practice, and argues compressing that lag to days or hours with AI is a better job for AI than another chatbot.

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