The Science

The Science

Strain it to retain it

Why the effort of remembering is what makes knowledge last

Dr Ryan JessonCognitive scientist3 min read

A hand writing in a notebook, working something out on the page.

The act of retrieving something from memory changes that memory, so pulling information out builds more durable learning than putting the same information in again.

We tend to think of learning as a process of putting information into our minds. What we rarely notice is that pulling it back out is the part that makes learning last.

Try it now. Without looking, what was the last photo you took on your phone? Stay with the question for a few seconds before you check, and notice what happens: the blank, the half-memory, the guess, then the small correction when you look. That reaching, followed by the feedback, is retrieval practice, and it does more for durable learning than any amount of going back over the material.

Why it works starts with how memory takes anything in at all. We are not recording devices. New information lodges only when it is connected to what we already know, and making those connections is work the learner has to do. Rereading and highlighting feel like learning because they are smooth, and smooth is exactly what leaves that work undone.

Getting information back out is not playback either. Recall is a reconstruction, rebuilt each time from fragments, expectations and prior knowledge, which is why confident memories can contain details that were never there (Bartlett, 1932). Because recall rebuilds rather than replays, performing it changes what is being rebuilt. A memory that has been retrieved becomes more accessible afterwards than it would have been if left alone: retrieval is a memory modifier (Bjork, 1975). Time spent pulling information out produces more durable learning than the same time spent putting it back in (Roediger & Butler, 2011).

The active ingredient is effort. When recall is made so easy that success is guaranteed, by recency or by a cue doing most of the work, the benefit largely disappears (Landauer & Bjork, 1978). Difficulty is not a side cost of the method, it is the method. Even failing counts: eight seconds spent generating an answer that turns out to be wrong, followed by five seconds studying the correct one, beats thirteen seconds studying the correct answer alone (Kornell, Hays, & Bjork, 2009).

Over weeks the gap widens. Someone three weeks into a new job with forty names to learn can read the staff directory over and over, and it will feel like progress, because every pass is smooth and every face familiar. Then they meet a colleague away from their desk and produce nothing. Cover the names instead, try to produce each one, get a handful wrong and only then check: slower, more uncomfortable, and the names are still there a month later.

Most people do not see it this way. Asked why they test themselves, around seven in ten say it is to find out how well they have learned. Fewer than one in five say it is because testing teaches them more than rereading does (Kornell & Bjork, 2007).

In practice

What this means for AI capability training

Watching and doing are not two styles of the same hour. Picture the same content delivered twice. In the first version, someone demonstrates a tool beautifully: screen shared, every step clear, the room nodding along. In the second, the steps are described briefly and then everyone has to produce something themselves, get a mediocre result, work out why, and go again. The demonstration produces the better hour. It is fluent, comfortable and visibly efficient. The second produces the better fortnight, because something was retrieved and rebuilt rather than observed.

There is a second cost to the passive version. Nobody who has only watched has any evidence about what they can actually do, and neither does the person who ran the session. The fumbling is not the price of a workshop working. It is the workshop working.

The sources

Read it for yourself.

The papers this piece draws on, and what each one shows.

  1. Retrieving a memory changes it, making it more recallable later.

    Bjork, R. A. (1975). Retrieval as a memory modifier. In R. L. Solso (Ed.), Information processing and cognition: The Loyola Symposium (pp. 123–144). Lawrence Erlbaum.

  2. Retrieval practice produces more long-term retention than an equivalent period of study.

    Roediger, H. L., & Butler, A. C. (2011). The critical role of retrieval practice in long-term retention. Trends in Cognitive Sciences, 15(1), 20–27.

  3. When retrieval is made too easy to fail, its learning benefit largely disappears.

    Landauer, T. K., & Bjork, R. A. (1978). Optimum rehearsal patterns and name learning. In M. M. Gruneberg, P. E. Morris, & R. N. Sykes (Eds.), Practical aspects of memory (pp. 625–632). Academic Press.

  4. Generating a wrong answer first beats spending the same time studying the right one.

    Kornell, N., Hays, M. J., & Bjork, R. A. (2009). Unsuccessful retrieval attempts enhance subsequent learning. Journal of Experimental Psychology: Learning, Memory, and Cognition, 35(4), 989–998.

  5. Learners treat self-testing as a way to measure learning rather than to cause it.

    Kornell, N., & Bjork, R. A. (2007). The promise and perils of self-regulated study. Psychonomic Bulletin & Review, 14(2), 219–224.

  6. Recall is a reconstruction, not a recording played back.

    Bartlett, F. C. (1932). Remembering: A study in experimental and social psychology. Cambridge University Press.

From the science to the work

See how the science shapes the training.

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