Journal

Five questions separate a tutor from a chat interface: does it require an attempt, inspect reasoning, identify the misconception, select the next activity, and revisit the concept ...

The EU AI Act treats specified institutional educational uses as high-risk, admission, outcome evaluation, level assessment, exam proctoring, with obligations applying from 2 Decem...

The single highest-yield rule for learning with AI: commit to your own answer before the machine speaks. The six-stage protocol, the evidence behind it, and how to run it in any to...

AI makes studying feel easier and understanding feel deeper, and both feelings are unreliable; the psychology of fluency, the generation effect, and a five-minute self-test that te...

The GPhC assessment in exact numbers: Part 1 is 40 calculation questions in 120 minutes, Part 2 is 120 questions, 90 SBA and 30 EMQ, in 150 minutes; what the structure rewards and ...

Headline monthly prices are the least comparable numbers in exam prep; the 90-day method, what to include, what breaks the arithmetic, and why cost per question is not a quality sc...

Headline question counts are not comparable: some count one exam, some a whole platform, some include mocks or generated variants. The counting taxonomy that makes the numbers mean...

The 2025 NDEB equivalency results: AFK at 52.29% and ACJ at 62.44%, with NDECC's components reported separately; where the pathway's real bottleneck sits and what the figures canno...

Pass rates are the most quoted and most misread numbers in medical assessment; the methodology for reading them properly, from standard setting and equating to cohort effects and s...

The revised MFDS Part 1 arrives on 28 October 2026: 180 SBAs as two 90-question two-hour papers, and part-completion of the existing MFDS provides no exemption from the new examina...

AI can train components of clinical reasoning when it creates practice, and can suppress reasoning when it supplies conclusions; the merged canonical analysis, with the framework: ...

A founder's account: why a TEDx talk about undifferentiated patients became an AI tutor that refuses to just answer, and why medical education needs fewer answers and better questi...