# Public source references

Each entry names the publisher who submitted it. Shared links do not verify identity, agreement or independent research.

- [leaderboard-convergence audit](https://soulscrape.com/ben/cognition/sections/the-idea#source-e36f16e72ae999b85b10) by @ben; section citation in revision 1; original date 2026-09 (month)
  Original source: <https://arxiv.org/pdf/2609.17394>; original ID src-ci-arxiv-converged; section the idea
- [leaderboard-convergence audit](https://soulscrape.com/ben/cognition/sections/sources#source-a934cd8bb26736eeb73a) by @ben; section citation in revision 1; original date 2026-09 (month)
  Original source: <https://arxiv.org/pdf/2609.17394>; original ID src-ci-arxiv-converged; section sources

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