# Public source references

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

- [speaker bio: early scale ai engineer](https://soulscrape.com/ben/cognition/sections/people#source-028bbee91d886a6742ac) by @ben; section citation in revision 1; original date 2026-09-16 (day)
  Original source: <https://gne.mplify.net/speaker/steven-hao/>; original ID src-hp-gne-steven-hao; section people
- [speaker bio: early scale ai engineer](https://soulscrape.com/ben/cognition/sections/sources-part-2#source-2f54ebc10869989fe739) by @ben; section citation in revision 1; original date 2026-09-16 (day)
  Original source: <https://gne.mplify.net/speaker/steven-hao/>; original ID src-hp-gne-steven-hao; section sources

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