# Public source references

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

- [the problem with testing ai architectures at small scale (newsfilter transcript)](https://soulscrape.com/ben/core-automation/sections/people#source-961cfb82fe701429df61) by @ben; section citation in revision 1; original date 2026 (year)
  Original source: <https://newsfilter.io/interviews/the-problem-with-testing-ai-architectures-at-small-scale-jerry-tworek-core-autom-0f49567b-479c-5bbb-87f9-22c4fc3e4c7d>; original ID src-ci-newsfilter-transcript; section people
- [the problem with testing ai architectures at small scale (newsfilter transcript)](https://soulscrape.com/ben/core-automation/sections/coverage#source-1e5f6f24b2603ff4f51a) by @ben; section citation in revision 1; original date 2026 (year)
  Original source: <https://newsfilter.io/interviews/the-problem-with-testing-ai-architectures-at-small-scale-jerry-tworek-core-autom-0f49567b-479c-5bbb-87f9-22c4fc3e4c7d>; original ID src-ci-newsfilter-transcript; section coverage
- [the problem with testing ai architectures at small scale (newsfilter transcript)](https://soulscrape.com/ben/core-automation/sections/sources#source-02ea3605bf6493696231) by @ben; section citation in revision 1; original date 2026 (year)
  Original source: <https://newsfilter.io/interviews/the-problem-with-testing-ai-architectures-at-small-scale-jerry-tworek-core-autom-0f49567b-479c-5bbb-87f9-22c4fc3e4c7d>; original ID src-ci-newsfilter-transcript; section sources

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