Journal

A course audit of the FourteenFish MRCGP AKT package, mapping its video teaching against the official blueprint and identifying the active-retrieval and unseen-measurement layer yo...

An honest grounding, feedback and hallucination audit method for an AKTRevision-style AI tutor for the MRCGP AKT, published with the finding that the named product could not be ver...

A working audit of Pastest's AI Tutor for MRCPCH Theory and Science: how to test its reasoning support, inspect its source grounding, judge its exam fidelity, and use it safely wit...

A decision tree that matches MRCGP AKT resources to your time, budget and learner profile, with measurable branch criteria, a platform-to-job matrix and three worked candidate plan...

A decision-grade checklist for MCCQE Part I: the coverage, format, interpretation, recency and performance evidence you need before you can honestly stop doing new questions — not ...

The MRCGP AKT skills ordinary MCQ practice cannot assess — current NICE/CKS and medicines (SmPC/eMC) recency, applied statistics and UK practice administration — and a modality lad...

An independent audit of Matrix Education for PARA: what its question bank, textbook and OSCE course teach, how that maps to the GMC blueprint, and the retrieval and unseen-measurem...

A component-by-component audit of PrimeX Paediatrics against the RACP Divisional Written Examination blueprint, with an honest read on its AI features and where an unseen-measureme...

A verification checklist for UK Physician Associate Registration Assessment candidates: confirm blueprint coverage, interpretation skills, recency and unseen timed performance befo...

A repeatable watch–recall–test–retest schedule that turns SPMM's notes, banks and mock papers into durable recall for MRCPsych Paper B, with iatroX as the unseen-transfer layer.

A practical checklist of what to verify — blueprint coverage, interpretation skills, recency and unseen performance — before you decide you have finished doing new FFICM questions.

An honest audit of RACP Adult Medicine written-exam revision courses — what a multi-day course covers, where passive teaching needs an active-retrieval layer, and how to test trans...