# Central planning

`kaal:entity:central-planning`

**Status.** derived

This node is assembled mechanically from the 2 claims that carry the concept tag `central-planning`. 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, 2020 to 2021.

**2020**

- [3709041-013](https://wulfkaal.github.io/claims/3709041-013) [mechanism/argued] -- Because decentralism pursues growth through connectivity and network effects rather than per unit cost reduction and economies of scale, negative externalities are minimized without any centralized planning.
  > As such, negative externalities are minimized without centralized planning.
  Kaal, Blockchain Technology for Good (2020). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3709041

**2021**

- [3808867-008](https://wulfkaal.github.io/claims/3808867-008) [mechanism/argued] -- Because decentralism pursues growth through connectivity and network effects rather than through per unit cost reduction and economies of scale, negative externalities are minimized without any centralized planning.
  > is focused on connectivity and growth through network effects. As such, negative externalities are minimized without centralized planning.
  Wulf A. Kaal, How Decentralized Systems Can Upgrade AI (2021). SSRN: https://ssrn.com/abstract=3808867

## 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/central-planning.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.