Study From Your Own Course Material
Notes → Flashcards → Quizzes

Review within a day, test yourself instead of re-reading, and spread the review out. A practical routine: the evening after each class, turn the lecture or reading into notes and flashcards, then spend 15–20 minutes a day on the cards that are due across all your courses. Spreading study across days produces better long-term retention than cramming the same hours together (Cepeda et al., 2006), and by exam time most of your review material already exists.

For material that needs reasoning rather than recall, such as problem sets, proofs, or essay questions, use practice questions and past exams alongside flashcards.

Using AI to build study aids for yourself, such as flashcards, summaries, and practice questions from your own course materials, is generally treated like using a tutor or a study guide. Submitting AI-written work as your own is a different matter and usually violates academic integrity policies. Policies vary by school and by instructor, and some courses restrict AI tools or the recording of class, so check your syllabus. NoteTube is designed for the first use: learning and remembering material, not producing work to hand in.

Re-reading feels productive but mostly builds familiarity, not recall. A landmark review of ten common study techniques rated only two as “high utility”: practice testing and distributed (spaced) practice, while re-reading and highlighting were rated low utility (Dunlosky et al., 2013). In a classic experiment, students who took a recall test on a passage remembered more of it a week later than students who spent the same time re-studying it, even though the re-studiers felt more confident right after (Roediger & Karpicke, 2006).

That is why NoteTube turns each lecture into flashcards scheduled with the SM-2 spaced-repetition algorithm and quizzes you can retake. Instead of re-reading a transcript the night before the exam, you answer questions drawn from the lecture across several days, which is the review pattern the research favors.