Journal

The RACGP Fellowship skills ordinary MCQ practice cannot assess — key-feature reasoning, Australian primary-care guidance and consultation skills — and a modality ladder to train e...

A grounded audit of QuizOdontist's AI tutor for the NDEB AFK, showing where its explanations help and where you must verify provenance before trusting them.

A domain-by-domain content-gap checklist for the Prescribing Safety Assessment: the evidence to verify before you stop doing new questions.

A blueprint-by-blueprint look at whether the AMC Question Bank covers the AMC MCQ well enough to rely on, where it is strongest, and the exam skills no standalone bank can measure.

A grounding, feedback and hallucination audit of the Lecturio AI Tutor for MCCQE Part I, with a safe-use protocol before you trust its answers.

A first-pass, review and exit workflow that uses PassMedicine for one defined prescribing job while protecting a stock of unseen PSA-format questions for a real readiness check.

A structured audit of Secret SSM's SELF smart tutor for the Concorso SSM, scoring grounding, reasoning, calibration and exam fidelity, with attention to negative marking and the na...

PassMedicine has no dedicated PSA bank, so here is how to read its finals analytics for prescribing-safety prep without mistaking a rising percentage for readiness.

Every AI exam tutor should be audited on four axes before you trust it — grounding, answer leakage, hallucinations and retention. This is the reusable rubric, with a scoring method...

AI now scores structured answers and simulated consultations across medical exams — but an automated score is a measurement instrument you have to calibrate before you trust it. Th...

A commit-first routine for Pastest's AI Tutor on PLAB 1: reusable prompts that build reasoning rather than deliver answers, a jurisdiction check that matters most for IMGs, and mis...

A concrete PassMedicine workflow for the MRCGP AKT that keeps the evidence-based-practice and organisational thirds in view — baseline, three-strand floors, an error taxonomy and a...