Journal

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...

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.

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...

eMedici's case library is strong, but without assigning one job to each feature you can do the same passive read four times and call it four study methods — here is how to split le...

The official RACGP materials are a scarce calibration gold-standard, not a training bank — here is how to ration, sit and analyse them so each one still gives you a clean, unseen r...

A reusable prompt-and-verification loop that turns every PassGP miss into a checked, jurisdiction-correct learning point for the RACGP AKT and KFP — and marks plainly where PassGP ...

We could not verify a product marketed as 'ORE Mastery' with a named AI tutor for ORE Part 1 — so here is an honest audit method to test any ORE Part 1 AI tutor before you trust it...

An honest platform audit finding that Quesmed publishes no MRCPCH Theory and Science content at all, and a clear account of what to use for the science paper instead.

UWorld's ABIM QBank is a high-quality, application-level internal-medicine bank — but it is blueprinted to the American board, so here is what it actually tests for RCPSC Internal ...