• Choosing a tool

Every AI study app claims the same things. Here's how to test them

Upload anything. AI flashcards. AI quizzes. AI notes. A tutor. Every product in this category now claims the same list, which means comparing feature lists tells you nothing at all. Two tests, five minutes, and you'll know more than any review will tell you.

5 min readAI and learning

Test one: ask it something your material doesn't cover

Upload a single lecture — one deck, one chapter, so you know exactly what's in it. Ask a question it definitely answers. Fine, everyone passes that.

Now ask about a topic from a completely different week. Read the answer very carefully. Did it tell you the material doesn't cover this? Or did it produce a fluent, plausible, sourceless answer?

If it did the second thing, you have learned something decisive: for every future answer, you have no way to tell which mode it was in. That's not a small flaw — it makes every answer unverifiable. The full argument.

Test two: ask what its spaced repetition algorithm is

"Spaced repetition" is claimed by nearly every product in this category and implemented properly by very few. Most of it is a fixed ladder — one day, three days, a week — which is a reminder schedule, not a memory model, and it wastes most of the review time it takes from you.

A real answer names an algorithm: FSRS, SM-2. If the vendor cannot name one, they do not have one. Why this matters.

Three more that take thirty seconds

  • Does every answer cite a page? Not "sources" — a page, clickable, in *your* document.
  • What happens to your uploads? Used for training? Shared? Deleted with your account?
  • Can you leave? Export your data, cancel in two clicks, keep access to the period you paid for.

Common questions

How do I choose an AI study app?

Ignore feature lists — they're identical across the category. Ask it something your uploaded material doesn't cover and see whether it admits it, and ask what spaced repetition algorithm it actually uses.

What's the most important feature in an AI study tool?

That answers cite the page they came from, in a document you uploaded, so you can check them in one click. Without that, every answer has to be taken on trust.

How can I tell if 'spaced repetition' is real?

Ask which algorithm. FSRS and SM-2 are algorithms; 'spaced repetition' is not. A fixed 1-day/3-day/7-day ladder is a reminder schedule with a marketing name.

Try it on your own material

Upload your notes, slides or lecture recordings and get a tutor that answers only from them — and says so when they don't cover it.

$12/month, or $8/month billed yearly · cancel in two clicks