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A study method that uses the output

Notes you did not write are easy to read and easy to forget. This page says how to use what Lecture Lens produces so that it helps you remember.

What the research says​

  • A review of ten study techniques rated practice testing and distributed practice as high utility, and summarisation, highlighting and rereading as low. (Dunlosky and others, 2013, publisher's summary.)
  • In a field experiment, students with unrestricted access to a chat model did 48% better on practice problems and 17% worse on a later exam taken without it. A tutor version with guardrails removed most of the harm. (Bastani and others, 2025, abstract.)

The second study is on school mathematics; applying it to adult professional learning is an inference.

The loop​

  1. Before class. Read the pre-read and write three questions you expect the class to answer.
  2. During class. Capture runs. Write only your doubts.
  3. Same day, before opening the notes. From memory: the three main ideas, and what you are expected to produce. Then read the notes and correct yourself.
  4. Days 1, 3, 7, 14, 30. Review the cards; mark each pass or fail. The evidence supports spacing in general, not these exact gaps; a spaced-repetition app will adapt them.
  5. Weekly. One question that applies the week's ideas to your own project.

What this means for the product​

The roadmap puts recall-first notes and a card review log ahead of longer or prettier notes.