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Idea discovery ​

Every time you save a note with transcribed text, Marginborn runs it through an AI model that looks for conceptual connections. Within a few seconds, it suggests which Ideas the note is most likely related to.

This is idea discovery — the AI doing the first pass of indexing so you don't have to.

How it works ​

After transcription, the AI reads your note text and compares it against the full set of Ideas available in your account: the idea canon plus any custom ideas you've created.

It returns a set of suggestions, ranked by confidence. A note about a legal trial might come back with Justice, Law, and Punishment. A note about muscle memory in pianists might surface Habit, Art, and Knowledge.

The AI is reading for conceptual content, not just keywords. A note that never uses the word "justice" can still be tagged Justice if the underlying argument is about it.

Reviewing suggestions ​

Suggestions appear as chips beneath the note text. They are applied to your note by default — tap any chip to remove one you don't want. Whatever chips remain when you tap Save become the note's idea tags.

If the AI surfaces Religion for a note that's tangentially about ritual but really about Habit, tap Religion to remove it. The suggestions are a starting point, not a verdict.

When to override ​

The AI is good but not infallible. It works best on:

  • Transcribed prose (book passages, essays)
  • Clear conceptual arguments
  • Longer notes (more signal to work with)

It works less well on:

  • Very short captures ("interesting — revisit", "see p. 47 for counterargument")
  • Highly technical content outside the humanities
  • Notes that depend on context the AI doesn't have (your personal shorthand, a running thread across several books)

For these, skip the suggestions and tag manually. You know your reading better than the model does.

Usage limits ​

Idea discovery uses an AI call for each note. Your plan includes a monthly allowance for AI features — transcription and idea discovery draw from one shared monthly budget, so they count together toward the same limit.

If you hit a limit, you can still capture and save notes — you just tag Ideas manually until the quota resets. Your notes are never blocked from being saved.

Running out of quota?

Consider setting aside a session to review a batch of recently captured notes at once — this is often more useful than tagging in the moment anyway, since you've had time to think about connections.

See Plans & limits for details on your plan's limits and how to upgrade.


You've completed the Getting Started series. Your next reads:

Marginborn — a personal index of great ideas.