Recall, then check
Trying to retrieve an idea is different from reading it again. Lumora asks you to explain or apply what you have just studied.
Return over time
Saved progress makes it possible to revisit concepts across sessions. We do not claim a scientifically optimal review schedule.
Feedback with a next step
A check should help choose what happens next: another example, a hint, or a return to a prerequisite. A score alone cannot explain a concept.
What we do not claim
We do not claim that research on learning techniques proves Lumora’s effectiveness, or that the app outperforms other tools. Those claims would need direct comparative studies. Internal usage statistics are not efficacy proof.
Research to start with
- Dunlosky et al. (2013) — a review of learning techniques.
- Roediger & Karpicke (2006) — retrieval practice and retention.
- Cepeda et al. (2006) — distributed practice.
- Hattie & Timperley (2007) — the role of feedback.
These papers study learning techniques, rather than this app. AI explanations can contain mistakes; verify information that matters.