The evidence behind Jukuna

Actively recalling an answer strengthens memory far more than re-reading. One of the most replicated findings in learning science.

In Jukuna: Every Jukuna session is recall, not review — you answer fresh questions, then see the worked explanation.

The same study time spread across days beats one massed session. Spacing slows forgetting.

In Jukuna: A spaced-repetition (SM-2) schedule resurfaces topics you're about to forget, and the session-end card shows what's due tomorrow.

Systems that adjust difficulty to the individual learner consistently outperform one-size-fits-all material.

In Jukuna: An ELO rating per topic tunes each question to your reach — hard enough to stretch, not so hard you stall.

Feedback that explains why an answer is right or wrong, given promptly, accelerates learning.

In Jukuna: Answers are scored instantly with an explanation and an error category, so you learn from each mistake before the next question.

Mixing related topics, rather than blocking one at a time, improves the ability to choose the right method on a real exam.

In Jukuna: Sessions interleave sub-topics within a subject instead of drilling one skill in isolation.

Studying fully worked solutions helps beginners; the support should fade as expertise grows (the expertise-reversal effect).

In Jukuna: Maths questions scaffold with worked steps that fade as your rating rises, so you're never over- or under-supported.

Explaining a concept in your own words exposes gaps and deepens understanding.

In Jukuna: After a miss, the "Explain it back" partner invites you to teach the idea back, and a gentle AI judge checks your understanding.