Doctor's 17-Tweet Thread on Restructuring Medical Education for the AI Era
A physician posting as jonc101x launched a 17-part thread on X about how medical education should be restructured when superintelligent AI systems are available on demand, drawing wide attention.
Confirmed
- The poster opens with a claim: the thing medical training should stop teaching most is the Krebs cycle (tricarboxylic acid cycle), adding that this is one of the rare near-universal consensuses in the field — in years he has seen almost no peers disagree.
- Key points from the thread: AI literacy must now be a core competency of medicine, not an optional specialty track; the real reform in medical education isn't adding content to the curriculum but changing how we teach.
- He also stresses that independent clinical judgment remains indispensable, and learning and working alongside AI should not erode that judgment.
- He notes that the AAMC (Association of American Medical Colleges) has issued an official report defining AI competency requirements across all stages of medical education, from school through practice — seen as the medical education establishment's systematic response to AI.
Why it matters
- The thread touches the core tension of medical education in the AI era: memorization-heavy content like biochemical pathways is losing value while clinical judgment and AI literacy gain importance; the framing of "change how we teach, not what we add" offers a directional path for curriculum reform. The AAMC report shows this discussion has moved from individual opinion to the institutional level.
2026-11-13 ~ 2026-11-13 · 11 related posts
Primary sources
- [source] Stanford physician: in the AI era, med schools can finally stop teaching the Krebs cycle — jonc101x · 2026-11-13
- [source] Doctors near-unanimous: with superintelligent AI, stop teaching the Krebs cycle — jonc101x · 2026-11-13
- [source] AAMC publishes official report on AI competencies across the medical education continuum — jonc101x · 2026-11-13
- Stanford Medicine shifts from rapid deployment to phased AI integration — jonc101x · 2026-11-13
- AI literacy must be a core medical competency, not an optional specialty — jonc101x · 2026-11-13
- Working with AI should not undermine independent clinical judgment — jonc101x · 2026-11-13
- Medical education's real question isn't what to add, but how to teach differently — jonc101x · 2026-11-13
- Stanford's decade-scale curriculum reform vs AI's month-scale change — jonc101x · 2026-11-13
- Stanford's once-a-decade curriculum reform collides with AI's monthly pace — jonc101x · 2026-11-13
- MIT AI-in-education report cited in thread on medical competency and relearning — jonc101x · 2026-11-13
- 'Pandora's box is open': students already use AI heavily, unprepared — jonc101x · 2026-11-13