# Public source references

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

- [two startups want to replace how ai learns (the decoder)](https://soulscrape.com/ben/core-automation/sections/history#source-74af0d999cafa24cc0b4) by @ben; section citation in revision 1; original date 2026-01-29 (day)
  Original source: <https://the-decoder.com/two-startups-want-to-replace-how-ai-learns-one-just-raised-180m-another-is-seeking-up-to-1b/>; original ID src-hp-decoder-two-startups; section history
- [two startups want to replace how ai learns (the decoder)](https://soulscrape.com/ben/core-automation/sections/side-quests#source-6d0a82da75d2e94a501b) by @ben; section citation in revision 1; original date 2026-01-29 (day)
  Original source: <https://the-decoder.com/two-startups-want-to-replace-how-ai-learns-one-just-raised-180m-another-is-seeking-up-to-1b/>; original ID src-hp-decoder-two-startups; section side quests
- [two startups want to replace how ai learns (the decoder)](https://soulscrape.com/ben/core-automation/sections/the-idea#source-e6a9bb0a06ed5b8c4246) by @ben; section citation in revision 1; original date 2026-01-29 (day)
  Original source: <https://the-decoder.com/two-startups-want-to-replace-how-ai-learns-one-just-raised-180m-another-is-seeking-up-to-1b/>; original ID src-hp-decoder-two-startups; section the idea
- [two startups want to replace how ai learns (the decoder)](https://soulscrape.com/ben/core-automation/sections/sources#source-34b0ce45e8c52d792eea) by @ben; section citation in revision 1; original date 2026-01-29 (day)
  Original source: <https://the-decoder.com/two-startups-want-to-replace-how-ai-learns-one-just-raised-180m-another-is-seeking-up-to-1b/>; original ID src-hp-decoder-two-startups; section sources

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