Cheap Knowledge, Scarce Experience: Training Generation Alpha

If you're listening to this in the car or at the gym, you're part of the argument in this episode. Mike talks through his new editorial in Anaesthesia, "Cheap knowledge, scarce experience: training Generation Alpha" — and Calum points out the irony of discussing it on a podcast, along with the paper's own warning that a poorly produced podcast can be less useful than a dry lecture. We cover how each generation of anaesthetists has handled knowledge, and why generative artificial intelligence changes not just access to knowledge but what written work can prove. Then assessment: why chatbots nearly passing the FRCA doesn't make the exam redundant, why the conditions of an exam matter more than its content, the changes coming to the FRCA from July 2027, and the inversion that the exam residents complain about most is now among the best-defended evidence we hold. Then the workplace — supervised learning events, entrustment, and the tacit, pattern-based skills that make an anaesthetist safe — and why the real crisis is not one of knowledge, but of how we recognise competence and experience. Plus the case for abolishing the written reflective entry, the trouble with generational stereotypes and learning styles, and what departments should do now. We finish by sorting training into cheap and scarce — and making the case for using podcasts for the cheap things, so the scarce things get the time. Chapters (00:00) Cold open — you're part of the argument (01:20) How each generation handled knowledge (02:35) Why Generation Alpha matters (03:30) What was scarce, generation by generation (04:30) What written work can now prove (05:25) Chatbots and the FRCA (06:40) The 2027 exam changes (07:45) The workplace and tacit knowledge (09:15) What needs to change (09:45) Abolish the written reflection (10:10) Generations, learning styles and the paradox (11:40) What should happen now (12:45) Declaring artificial intelligence use (13:10) Cheap or scarce? Key takeaways Generative AI changes not just access to knowledge but what written work can prove — the artefact no longer shows the thinking happened Generation Alpha (born 2010–2024) starts medical school from 2028 and may be the first cohort for whom AI is simply part of the learning environment AI text detectors are unreliable, which weakens the evidence from text-based portfolio entries even for the honest majority A chatbot's exam score says nothing about the inference drawn from a human candidate under closed-book, invigilated, timed conditions Open-book assessment tests a different construct — searching and appraising — not a worse one; the error is changing conditions without deciding what to measure From July 2027, the FRCA primary becomes two 80-question applied knowledge papers and the final written a single 100-question paper, without constructed responses The exam is now among the best-defended evidence of competence; much of the portfolio relies on trust Workplace-based assessment and entrustment by a named consultant can't be generated by AI — but need trained assessors and protected time The crisis is not one of knowledge but of recognising competence, experience and clinical exposure The written reflective entry was always a poor proxy; reflection happens in a person Generational differences confound age, period and cohort effects, and matching teaching to learning styles isn't supported Use efficient formats for information, reserve face-to-face time for scarce things — and don't confuse delivery preference with educational value References / further reading Charlesworth M. Cheap knowledge, scarce experience: training Generation Alpha. Anaesthesia 2026. doi:10.1111/anae.70452 Birkett L, Fowler T, Pullen S. Performance of ChatGPT on a primary FRCA multiple choice question bank. Br J Anaesth 2023; 131: e34–5 Cai SC, Tung AMS, Eslick AT. Performance of ChatGPT on a free-response anaesthesia primary examination. Br J Anaesth 2024; 133: 219–21 McLachlan J. Independent review of the assessment processes of the Royal College of Anaesthetists. 2023 Risko EF, Gilbert SJ. Cognitive offloading. Trends Cogn Sci 2016; 20: 676–88 Newton PM, Najabat-Lattif HF, Santiago G, Salvi A. The learning styles neuromyth is still thriving in medical education. Front Hum Neurosci 2021; 15: 708540 Follow the podcast Bluesky: @cardiacoutput.bsky.social X: @CardiacOutputMC If you've found this useful, a follow or a share genuinely helps other trainees find it — and do get in touch if there's a topic you'd like covered. This podcast is for medical education for healthcare professionals. It is not clinical advice.