# kaal:claim:4755632-029

**Claim.** 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.

**Type.** mechanism  **Support.** asserted

**Holds when.**

- applies to reviews conducted under the CRDAO governance model

**Source quote.**

> the CRDAO governance and policing functions ensure less duplication of code reviews.

**From.** Wulf A. Kaal, *AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning* (2024), Code Review DAO, page 39

**Cite as.** Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632

**Verify.** sha256 of source PDF `972ccebf0c06ac1767a9e443bb95942b7670e806a63c25ee817c368a64c8eca8` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202024%20-%20AI%20Learning%20-%20Decentralized%20Governance%20to%20Optimize%20Human%20Output%20Datasets%20for%20AI%20Learning.pdf

**Topics.** decentralization, governance-design, dao, open-source-and-code

**Keywords.** decentralized-governance, work-duplication, community-policing, code-review-dao

**Related claims.**

- extends: https://wulfkaal.github.io/claims/3995709-029

**Canonical form.** This markdown file is the canonical hashed representation of the claim. Its sha256 is the content hash used for attestation.