LEARN Logs
When the learner cannot overcome it — material far above your level, or that produces failure with no learning, is an undesirable difficulty. Harder helps only up to the point where you can still succeed with effort.
The word "desirable" is load-bearing and easy to forget. The be...
Q What is the "temporal ridgeline" from Cepeda et al. (2008), and what gap should you use?
The optimal GAP between sessions grows with how long you must retain, but the gap-to-retention RATIO shrinks — roughly 10–20% of your target interval for short goals, dropping toward ~5% for a one-year goal.
Cepeda and colleagues had people study something twice, varied the gap b...
Q Do you need a real audience for the Feynman technique — and what does NOT count as doing it?
No real audience is needed — a rubber duck, pet, or imaginary student works — but you must do it FROM MEMORY, and just re-summarizing in the original jargon is NOT the technique.
The mechanism is retrieval plus plain-language generation, so what matters is that you pull the expla...
Q How does sleep consolidate memory? (Diekelmann & Born, 2010)
During sleep the brain replays and relocates the day's memories — reactivating them and moving them into long-term storage.
Diekelmann & Born (2010, Nature Reviews Neuroscience) describe the active systems consolidation account. During slow-wave sleep (SWS) — the deepest non-drea...
Q How well supported is mind-mapping as a memory technique? (Karpicke & Blunt, 2011)
Preliminary — mind maps are useful for organising and overview, but controlled evidence that mapping beats simpler methods is weak, and retrieval practice has outperformed it head-to-head.
A mind map is a radial diagram spreading outward from a central concept, branching into sub...
Q Why does storage strength "only ever increase" while retrieval strength goes up and down?
Storage reflects accumulated, durable learning that doesn't unlearn; retrieval reflects current accessibility, which naturally decays and is disturbed by interference.
In Bjork's model the two strengths obey different rules on purpose. Storage strength is a ratchet: every meaning...
Q You re-read your notes and everything feels obvious. Is that good evidence you've learned it?
No — that fluency mostly reflects high retrieval strength in the moment, which is a weak and often misleading sign of durable learning.
Re-reading keeps the material continuously in front of you, so retrieval strength stays pinned high and everything reads as "known." But recogni...
Q How can superficial cues like font size or volume fool your judgments of learning?
You'll rate a word as more memorable just because it was shown in a bigger font or spoken louder — a perceptual cue that has nothing to do with actual recall.
In JOL studies, words presented in large fonts or at higher volume get judged as more likely to be remembered than the sa...
Q Why is dual coding NOT the same as "learning styles"? (This distinction matters.)
Dual coding says use multiple modes for EVERYONE; the learning-styles myth says give each individual ONLY their single preferred mode. Opposite advice.
Dual coding is about the material's format: represent a concept in words and visuals so every learner encodes it twice. It's add...
Q What is "retrieval practice" (also called active recall or the testing effect)?
Deliberately pulling information OUT of your memory — self-quizzing — instead of passively putting it back IN by re-reading.
Re-reading, highlighting, and copying notes feel productive but mostly move your eyes over already-familiar words. Retrieval practice means closing the boo...