# Open source ai `kaal:entity:open-source-ai` **Status.** derived This node is assembled mechanically from the 2 claims that carry the concept tag `open-source-ai`. 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 1 works, 2026 to 2026. **2026** - [6421319-012](https://wulfkaal.github.io/claims/6421319-012) [design/argued] -- The correct response to the binding constraint cascade is rigorous decentralization of the compute and energy infrastructure underpinning AI production, pursued through decentralized compute networks, energy decentralization, open source models, and antitrust enforcement of compute markets. > The appropriate response is rigorous decentralization of the compute and energy infrastructure that underpins AI production. Wulf A. Kaal, The Collapse of Scarcity Economics (2026). SSRN: https://ssrn.com/abstract=6421319 - [6421319-036](https://wulfkaal.github.io/claims/6421319-036) [design/argued] -- Predistribution, which operates upstream by structuring markets and institutions so that AI gains are broadly shared before concentration occurs, must be implemented before AI capital concentration becomes self reinforcing through purchased political power. > Predistribution operates upstream, structuring markets and institutions so that the gains from AI are broadly shared before concentration occurs. Wulf A. Kaal, The Collapse of Scarcity Economics (2026). SSRN: https://ssrn.com/abstract=6421319 ## 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/open-source-ai.md | sha256sum **Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.