Journal

A concrete prompt-and-verification workflow for AKTPrep's AI tutor: how to interrogate every missed MRCGP AKT question, force a jurisdiction and currency check, and log a misconcep...

A clinician's guide to reading BMJ OnExamination's PLAB 1 analytics honestly — separating user-selected difficulty, leaderboard rank and raw percentages from a real, blueprint-weig...

A domain-by-domain coverage audit of StudyPRN's MRCGP AKT question bank: what it tests well, how its cognitive level maps to the exam, and the blind spots — statistics, currency an...

A clinician-led audit of AKTPrep's AI tutor for the MRCGP AKT: where its explanations track UK guidance, where the statistics and organisational strands need checking, and how to v...

If you searched for StudyPRN MRCP Part 1, the honest answer is that StudyPRN does not currently offer a Part 1 bank — it specialises in the SCEs. Here's what that means, why the di...

A commit-first workflow for Pastest's AI Tutor on the MRCGP AKT: reusable prompts for a currency-dependent exam, a statistics stress-test, a hard verification habit for UK guidelin...

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...

Pastest's AI Tutor meets an exam where UK guideline currency and critical-appraisal reasoning decide the result — this audit gives GP trainees a reproducible rubric for testing its...

PassMedicine can drill MRCGP AKT knowledge, but its dashboard can't see the evidence-interpretation and organisational thirds that decide the exam — this audit explains what each m...

This is an update to our existing look at AMBOSS's convergence strategy, reflecting how far the stack has extended since: EHR integration and MCP now sit alongside the education an...

AMBOSS's clinical search agent takes a deliberately narrow, curated approach to sourcing. A full review of what it does well, where it falls short, and how it compares to a UK-nati...

Vera Health has grown well beyond a simple evidence-search engine. This update reflects its newer calculator library, CME feature, Spaces, ACEP partnership and current evidence-gra...