Journal

A grounding, reasoning and hallucination audit protocol for the PassGP AI tutor for RACGP Fellowship, plus an honest account of the component no AI tutor reproduces well.

A practical TrueLearn SmartBank workflow for USMLE Step 2 CK: when to trust the personalised feed, when to override it for coverage, and when to switch to timed mixed blocks.

Osmosis is a video-and-flashcard concept platform, not a Step 2 CK question bank — here is how to convert it into active recall and add the unseen, exam-format measurement layer it...

Twenty-five reusable prompts that turn Lecturio's AI Tutor into a reasoning coach for USMLE Step 2 CK, plus an anti-answer-leak rule and a weekly verification routine.

A seven-day workflow that turns Boards & Beyond's Step 2/3 clinical videos into active recall and exam-format question practice, with iatroX as the unseen measurement layer.

A checklist of the evidence you actually need — blueprint coverage, hidden blind spots, interpretation skills, guideline recency and unseen performance — before you can say you hav...

A first-pass, review and exit plan for family physicians using BoardVitals for ABFM — built around domain floors, an error taxonomy and a reserved unseen block so you keep clean ma...

How family physicians can turn the finite AAFP Board Review question set and official ABFM examples into a five-domain coverage audit — preserving them as calibration while unseen ...

A structured MediWord UKMLA workflow covering topic blocks, mixed blocks, error-coded review and evidence-based exit criteria, with a protected pool of unseen questions for honest ...

A first-pass, review and exit workflow for using MedSnapp's gamified active-recall tools for the UKMLA applied knowledge test while protecting a pool of unseen questions for honest...

A concrete workflow for using MedRevisions' analytics and adaptive features for the UKMLA applied knowledge test while protecting the low-volume blueprint domains its personalised ...

An integrated first-pass, review and exit workflow for eMedica that combines its taught crammer courses and exam-styled mocks with active self-testing, keeping iatroX back as the u...