Journal

A seven-step method for turning FourteenFish's video-led MRCGP AKT course into an active-recall and question-practice system, so watching becomes retrieval you can actually measure...

A workflow for using AKTRevision's AI tutor to test your reasoning rather than leak the answer — 25 reusable prompts grouped by error type, plus a verification and misconception-lo...

A calibrated audit of BMJ OnExamination's Final FRCA bank — how to read its coverage, difficulty, repeat and peer data against the SBA blueprint, and why an SBA-only bank leaves th...

A verification checklist — not a study timetable — for the Concorso SSM: the minimum evidence of coverage, calibration and retention you need before you can safely decide that more...

Rosh Review's emergency-medicine bank is blueprinted to the American ABEM, not the RCPSC — so before you rely on its analytics for Royal College Emergency Medicine, here is what it...

A grounding, feedback and hallucination audit of UniBanQ for MCCQE Part I, separating its curated bank from its AI-generated content and simulators.

An audit of MedLumen for MCCQE Part I: what its analytics and pass-probability predictor actually optimise, and why the headline pass rate is not a readiness signal.

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 coverage audit of Ace QBank for MCCQE Part I: what its 2,950-plus questions actually test, and the blind spots a standard bank leaves behind.

An honest audit of what the AiMedQs adaptive engine optimises for MCCQE Part I, and why its feed cannot double as your readiness signal.

SampChamp gives AI-marked feedback on CCFP SAMP-style cases in minutes — here is a prompt-and-verification workflow that turns every missed question into a corrected rule, with a j...

Before you decide you have covered CCFP and stop doing new questions, run this content-gap checklist — a blueprint table, ten hidden blind spots, and a stop/continue decision tree ...