Generative AI 2025: a 20-minute cheat sheet for busy clinicians
Why doctors should care
- Generative AI has moved from hype to bedside utility.
- Ambient “copilot” apps draft encounter notes.
- Large language models (LLMs) summarise new studies in seconds.
- Early adopters save hours each week and report less burnout.
Five core concepts, clinical parallels
- Neural networks → Repeated pattern-finding, like residents running endless simulations.
Example: Abridge and Nuance DAX learn note structure from thousands of visits. - Prompt engineering → Give precise orders, just …