# Community policing `kaal:entity:community-policing` **Status.** derived This node is assembled mechanically from the 2 claims that carry the concept tag `community-policing`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself. ## Every claim under this term 2 claims across 2 works, 2021 to 2024. **2021** - [3995709-029](https://wulfkaal.github.io/claims/3995709-029) [design/asserted] -- The CRDAO governance model enables a community policing and audit methodology for code reviews, and those governance and policing functions ensure less duplication of code reviews. > The CRDAO also uses a community policing and audit methodology for code reviews. This is enabled by the CRDAO governance model. Moreover, the CRDAO governance and policing functions ensure less duplication of code reviews. Wulf A. Kaal, How DAOs Optimize Open-Source Code Reviews and Create Open-Source Standards (2021). SSRN: https://ssrn.com/abstract=3995709 **2024** - [4755632-029](https://wulfkaal.github.io/claims/4755632-029) [mechanism/asserted] -- DAO governance and policing functions reduce duplication of code reviews, so decentralized community policing substitutes for the redundant parallel work that centralized platforms use to assure quality. > the CRDAO governance and policing functions ensure less duplication of code reviews. Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632 ## Verify Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust. curl -s https://wulfkaal.github.io/entities/community-policing.md | sha256sum **Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.