AI did a lot of work for me during Step 2 CK, and honestly it would be a waste not to use it. Used with the right intent it turns a weak explanation into a proper walkthrough and saves you hours of note taking. Used badly it just does your thinking for you.

Start with the USMLE-specific GPTs

Instead of a general chatbot, add the GPTs that are already built on exam material with prompts tuned for high-yield content. The one that helped me most:

High Yield Medical Facts for NBME USMLE Step 1 2 3

Two others worth having, though I used them less:

The first one stayed my default because it leans on NBME material, and NBME material is the closest thing to what you will actually sit.

Use it when an explanation fails you

CMS Form explanations in Step 2 are thin, and sometimes UWorld does not land either. Paste the whole case in and ask for the full thinking process: how to reason through it, why the right answer is right, why each wrong one is wrong, and which words in the stem were the signal. You will usually get more out of that than out of rereading the same paragraph a third time.

Comparison tables

Step 2 is full of diagnoses that blur into each other. Ask for a table. TRALI against TACO, HFpEF against HFrEF, whichever pair keeps catching you. Ask it to include the specific stem clues the NBME uses to separate them. Something that would take you an hour to assemble from three sources takes about thirty seconds. You can also ask for the same content back as Anki cards.

Ask for the whole category at once

This one is underused. Instead of looking up a single condition, ask for the entire group and how to tell them apart. For example: List all skin conditions that cause blistering and explain how to differentiate between them using NBME-style clinical clues. What comes back is a revision sheet you can keep.

The Anki prompt

During Step 2 I wrote a prompt that turns any UWorld explanation, or even just a diagnosis name, into properly structured cloze cards. Send it to ChatGPT once and every request after that comes back in the same format: a short explanation of the condition, the management points that matter, and a separate short card for the other high-yield details. You copy it straight into Anki as cloze type.

The prompt is on the Telegram channel along with the others I used while studying.

The students who use AI well are not using it to skip the thinking. They are using it to get a better explanation of the thinking they already tried.


Want this as a plan instead of advice? If you want a day-by-day schedule built around your own exam date and your own weak systems, that is what Dumirieh mentorship does. You can read my full story on the about page.