Journal

Unlimited access has value only when practice is paired with appropriate difficulty, valid feedback and correction. The deliberate-practice cycle, what it looks like when candidate...

A nine-step workflow for using iatroX around, never instead of, an authorised diagnostic AI device: from receiving a flag through evidence retrieval, alternative-explanation checki...

AI should increase active reasoning and source navigation on a V300, not complete assignments or bypass pharmacology; the appropriate and high-risk lists, and the six-step learning...

The published protocol for a transparent, repeatable benchmark of AI prescribing-information tools: 100 to 150 fictional questions, ten scoring domains, blinded expert review, and ...

Heidi is an integrated care partner whose evidence function sits beside documentation; iatroX is a dedicated knowledge, reasoning and learning layer; the full-consultation walkthro...

Three UK clinical answer engines, three architectures of trust: direct source retrieval, national-plus-organisational search, and a curated GP-authored archive; six test questions ...

Text, images, video, audio and simulation each earn their place by the learning problem they solve, not the preference they flatter; the decision tree, the tools per branch, and th...

The June 2026 AFMC partnership with ScholarRx spans all 19 Canadian faculties with English and French open educational Bricks; what open infrastructure changes, and where student-d...

Voice adds timing, interruption, hesitation and flow, the consultation's real physics, and adds accent, disability and noise barriers text never had; what to practise in each mode,...

Repetition builds skill until it starts teaching the script; how identical AI patient reruns become memorisation, the scenario-mutation test for any platform, and the checklist tha...

AI examiners are consistent, instant, cheap and tireless; human examiners are calibrated, contextual and see what rubrics miss; the triangulation model, and the study any school co...

Your weaknesses, wrong answers, flashcards and tutoring history are a learner model someone's servers hold; the switching costs nobody prices, the export questions to ask, and the ...