Reviewing material at widening intervals beats cramming: not by a little, by roughly double the long-term retention for the same total study time.
HERO-CARD: Spaced Repetition
Lede. Spaced repetition schedules each review just before you'd forget, so every recall is effortful enough to strengthen the memory and cheap enough to be worth doing.
Without review, the forgetting curve is steep: people lose an estimated
of newly learned material within 24 hours. Spacing is the cheapest known intervention against that decay.
1. Learn: encode the item once. Encoding alone fades fast. 2. Wait: let partial forgetting set in. The gap is the active ingredient. 3. Recall: retrieve from memory, not recognition. The effort is what consolidates. 4. Re-space: succeed, and the next interval widens; fail, and it shrinks.
The lever is step 3: retrieval difficulty, timed to the edge of forgetting, is what converts a fragile trace into a durable one.
| Massed practice (cramming) | Spaced practice | |
|---|---|---|
| Feels like | Fluent, fast, confident | Effortful, slow, uncertain |
| Short-term test | Strong | Slightly weaker |
| Long-term test | Collapses | Holds |
| Total study time | Same | Same |
Cramming wins the rehearsal and loses the exam. The feeling of fluency is the trap: it is not evidence of durable learning.
Spaced repetition fails when it is run as a to-do list instead of a learning tool:
The system is only as good as the cards you feed it: authoring is the real work.
Spacing doesn't make learning faster. It makes it stick. Same hours, same material; the difference is whether you still have it in six months.
stat-callout rather than a stat-grid: there is one anchoring number (the forgetting rate), and inventing parallel stats would fail the redundancy filter.