DEV Community

shaojie gong
shaojie gong

Posted on

NotebookBloom: An AI flashcard without a source is hard to trust

A flashcard can sound perfectly clear and still be wrong in a subtle way. The problem becomes harder to notice after the answer feels familiar.

  1. Keep the prompt short enough to review quickly.
  2. Keep the answer close to the source instead of over-summarizing.
  3. Attach the source so a doubtful card can be checked later.

The source is not decoration. It is the escape hatch when context is lost during summarization.

I would rather make a card slightly longer than make it impossible to audit.

I built NotebookBloom around this workflow: https://notebookbloom.com

Top comments (2)

Collapse
 
alexshev profile image
Alex Shev

Source links are strongest when they point to the supporting span, not just the document. Adding a short quoted context window or section anchor lets a learner audit the claim quickly and makes it much easier to revise a card when the source changes.

Collapse
 
shaojie profile image
shaojie gong

Yep, that's the missing layer. A document link gets you close, but a quoted span lets you verify the card immediately and see what changed later. Pairing that quote with an anchor to the exact spot is where I want to take the source field next.