⚡️ Ideas
Ken Blackman Ken Blackman Jun 23, 2025

Use AI to identify duplicates in ideas.tana.inc

Explain the problem as you see it

ideas.tana.inc has become overwhelming and unwieldy. A major contributor is the proliferation of duplicates.

There is a "Consider voting for these similar ideas" but it goes by verbal rather than conceptual similarity.

Why is this a problem for you?

  1. I can't tell if an idea has already been suggested.
  2. I can't tell real voter response—a popular idea is more likely to have been suggested multiple times, splitting the vote.
  3. Browsing the database in general is pretty hopeless.
  4. Dialog about an idea, which can be very helpful in itself, is split among various incarnations.

Suggest a solution

It used to be prohibitively laborious to identify all the similar ideas, but now we have AI. So I suggest:

  1. AI-enable the "Consider voting for these similar ideas" function to suggest conceptually similar rather than verbally similar ideas.
  2. Use AI to do a pass on the current database to identify the same or similar ideas, and propose to the posters of the duplicates to take a look to see if they want to merge, or keep theirs separate.