Brainlift · flashcard format evidence · two citation timelines · 54 sources

Anki flashcard format for medical tests is based on how easy they are to author, not how much they promote learning or test scoring.

Spikey POVs

The pillars

Pillar 1 · the cloze ceiling

Fill-in-the-blank helps only the exact blank you practised. The benefit is verbatim and item-specific: it roughly halves the moment the exam rewords the question.

Pillar 2 · the MC advantage

Competitive distractors teach more than the tested fact. Multiple choice with plausible rivals also improves recall of related, untested material. Cued recall never does.

Pillar 3 · the condition

The learner must do the reasoning. The advantage fires when distractors are competitive and the learner works out why they fail, not when explanations are merely handed over.

The two timelines

One prosecutes the incumbent default. The other stress-tests the replacement.