Spaced repetition memory system

A spaced-repetition memory system combines the Testing effect and the Spacing effect to enable efficient memorization of many thousands of facts (Spaced repetition memory systems are extremely efficient). Some people also use them for a broader set of tasks (see below). Spaced repetition memory systems make memory a choice, but they’re not just for rote facts: Spaced repetition memory systems can be used to develop conceptual understanding.

The first consumer system of this kind was Supermemo, created by Piotr Wozniak. It adopted and popularized the term “spaced repetition”; prior literature had used a variety of terms (often referring to more specific facets of the underlying phenomenon).

• Related systems and possibilities:
  • Differences in my approach to spaced repetition systems
  • Implementations:
  • Traditional: Supermemo, Mnemosyne, Anki
  • Unusual variations:
    • Mnemonic medium
    • Execute Program
    • RemNote
    • Mochi
    • Readwise
    • Chessable MoveTrainer
    • Revuu
  • Unusual applications of spaced repetition memory systems
  • Spaced repetition systems can be used to program attention
  • Spaced repetition systems as catechism
  • Spaced repetition memory systems can be used to prompt application, synthesis, and creation
  • Prefer “memory system” to “spaced repetition system”; Perhaps “practice systems”, not “memory systems”
• On properties of memory systems:
  • What’s the maximum intake rate of an efficient spaced repetition memory system?
  • Optimizing spaced repetition system schedules
  • Self-grading vs. machine-grading in spaced repetition memory systems
  • To what extent does spaced repetition memory system practice constitute deliberate practice?
  • SRS retry mechanism
• Barriers to adoption
  • Many people view memory as unimportant to deep creative work
  • Writing good spaced repetition memory prompts is hard
  • Important attributes of good spaced repetition memory prompts
  • Studying another person’s spaced repetition memory prompts is usually ineffective
  • The limiting factor in spaced repetition system capacity is writing enough good prompts
  • Using machine learning to generate good spaced repetition prompts from explanatory text
  • The critical thing to optimize in spaced repetition memory systems is emotional connection to the review session and its contents
  • Memory system practice sessions are too disconnected from activities you actually care about
  • Regular spaced repetition memory practice is an onerous habit to adopt
    • Spaced repetition memory systems don’t rapidly demonstrate their benefits
    • Spaced repetition memory systems make you feel like your memory is worse than it really is
  • Spaced repetition review sessions often become boring and detached without a steady stream of new prompts
  • The dominant culture around spaced repetition memory systems is fixated on meaningless goals
• Responses to common objections
  • SRS are only relevant for rote learning of facts: “school learning”
  • People underrate the importance of memory because of bad experiences with rote memorization in school
  • Existing SRS are almost exclusively used for simple declarative knowledge, contra Spaced repetition memory systems can be used to develop conceptual understanding
  • Memory systems help you focus on deeper engagement by automating away rote memorization
  • Memory augmentation can accelerate the unpleasant early stages of learning a subject
  • (caveat: it’s hard to write prompts for conceptual understanding!)
  • SRS are only for material you don’t care about enough to remember “naturally.” Better to “learn by doing.”
  • External memory aids are sufficient
  • Mnemonic techniques obviate SRS
  • Knowledge learned through SRS doesn’t transfer
  • The real value in SRS comes from making one’s own prompts
  • Maybe! How important is it to write your own spaced repetition memory prompts?
• On algorithms
  • Simple spaced repetition algorithms mistreat expected failures
  • SRS retry mechanism
  • Optimizing spaced repetition system schedules
• Adoption stories
  • Using spaced repetition with young children

References

Branwen, G. (2009). Spaced Repetition for Efficient Learning. Retrieved December 16, 2019, from https://www.gwern.net/Spaced-repetition

Who invented the name: spaced repetition? - supermemo.guru

Differences in my approach to spaced repetition systems

There are already many implementations of a Spaced repetition memory system. Why invest more effort here? Collecting notes on some of the key differences in my approach here to help key myself oriented toward high-order bits.

• Spaced repetition memory systems can be used to develop conceptual understanding (but existing systems and prior research focus almost exclusively on definitions or simple declarative facts)
• Writing good spaced repetition memory prompts is hard; this is a key blocker to useful widespread adoption. System designers mostly ignore this, but that’s like a publishing company ignoring the importance of sentences.
• Spaced repetition memory prompts alone are a poor communications medium, but those problems may be solvable by embedding the mechanics in a richer context (The mnemonic medium gives structure to normally-atomized spaced repetition memory prompts)
• I want to push spaced repetition systems to amplify the most meaningful things you do in life, contra The dominant culture around spaced repetition memory systems is fixated on meaningless goals.
• I view spaced repetition as an instance of a broader category of systems: Spaced repetition systems can be used to program attention
  • see also Unusual applications of spaced repetition memory systems