Journal

The honest mobile test is workflow, not app-store presence: which AI study apps let a medical student do ten real questions on a commute, keep the tutor, and feed one learning plan...

Pastest, Lecturio and iatroX have independently put AI tutors inside their question banks; the convergence is the story, what each does pedagogically, and what candidates should no...

Medly AI's reported near-£6m raise is a signal, not just a headline: investors are betting that personalised AI tutoring becomes a mainstream educational interface, and medicine is...

A reusable 12-question framework for evaluating any medical AI tutor, from source grounding and jurisdiction to spaced repetition and honest uncertainty.

Postgraduate exam preparation is a time problem before it is a knowledge problem; the best AI tools for working doctors are built for thirty-minute days.

The AMC CAT tests Australian practice, not generic English-language medicine; the best AI preparation in 2026 keeps jurisdiction front of mind.

The MCCQE Part I is not a reskinned USMLE; the best AI preparation respects Canadian context, from CanMEDS framing to preventive care and ethics.

UWorld remains the USMLE bank of record; the 2026 question is which AI layers around it, and where a low-cost additional adaptive bank fits.

Revision between shifts is won on session length, one-handed usability and offline behaviour; here are the apps built for ten stolen minutes.

Most study plans die on contact with a night shift; the AI planners worth using are the ones wired to your exam date and your actual question-bank performance.

Card scheduling and question-level adaptation are different machines; here is who does what in 2026, plus a seven-day cycle you can copy.

AI question generators are impressive and improving, but unlimited questions are not the same thing as a validated bank; here is how to score them and when to use each.