Identity versus workflow
About MedAI explains the engine: generated vignettes, four exam tracks, no login, not PYQs. This page is only how to sit a session so the generator does not become endless busywork.
What a MedAI study session should do
MedAI is useful when it forces a decision. Summarizing notes can feel productive while leaving weak areas hidden. The useful loop is generate, answer under time, review why you missed, then stop or repeat one topic.
- Answer before you open the explanation.
- Use a full mock when you need mixed pressure.
- Use a 40-question topic set when one system keeps failing.
- Do not generate a second set until you have named the miss pattern.
Targeted repetition
Fresh stems help when you already know the textbook example. Pharmacology, microbiology, pediatric emergencies, acid-base, and ethics are common places where close options collide.
The value is speed, not perfection. Generated items are practice. If a fact is high-stakes, confirm it in a textbook or guideline.
- USMLE Step 1: mechanisms and integrated systems.
- USMLE Step 2 CK: next-best-step and safety.
- NEET-PG: 5-section, +4/-1 timed mix.
- CEE PG: 200 items including CPD.
How to avoid low-quality practice
Do not generate questions endlessly. Attempt a set, review misses, then decide whether you need more items or a short concept review.
If mistakes are random, use a mixed exam hub. If they cluster, switch to that subject page.