kaal:position:2026-07-31-7349

When Decentralization Stops Working: A Framework for AI Governance under Changing Risk Structures presents the following source proposition: <span> <p><span>Debates over AI governance frequently assume that decentralized, adaptive approaches and centralized regulatory oversight are competing alternatives. This proposition is pertinent to Kaal's source-bound claim that It is not possible to create a centralized regulator like the SEC for the decentralized economy, because doing so would place a supranational market under competing jurisdictions with naturally contradictory regulations. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.

• The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.
• External evidence level: abstract indexed.
• Mapping review tier: moderate-confidence claim review.
• Primary mapping confidence: 0.4281.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

When Decentralization Stops Working: A Framework for AI Governance under Changing Risk Structures

kaal:claim:3782216-026
Craig Calcaterra, Wulf A. Kaal, Decentralized Finance (DeFi) (2021). SSRN: https://ssrn.com/abstract=3782216
Source PDF sha256: f1739743aa06bbc1641cd65da790d531b69d8628ea3f5cc3fcad1bf5a1242373

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.4281
Mapping ambiguous: true

law-and-legal-systemsdecentralizationgovernance-designeconomicshistorical-responsescholarly-literaturecrossref

Affirmed in kaal-review:2026-07-31:streaming-etl-0008 on 2026-07-31. Review record.

Canonical markdown sha256: 0c8e030f141c455e7b93fbe44bfcc6b1e2a514a12409384ec3e2908abcc8a398
curl -s https://wulfkaal.github.io/positions/2026-07-31-7349.md | sha256sum