# Public source references

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

- [look ma, no rag! building agent-native knowledge systems](https://soulscrape.com/ben/roam-research-product/sections/the-idea#source-d063cd82be41582e70fc) by @ben; section citation in revision 1; original date ~2025 (approximate)
  Original source: <https://blog.pollack.ai/look-ma-no-rag/>; original ID src-no-rag; section the idea
- [look ma, no rag! building agent-native knowledge systems](https://soulscrape.com/ben/roam-research-product/sections/sources#source-c66c7dfde4aa1ab5645b) by @ben; section citation in revision 1; original date ~2025 (approximate)
  Original source: <https://blog.pollack.ai/look-ma-no-rag/>; original ID src-no-rag; section sources

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