Extension: AI Loyalty by Design

Record: kaal:position:2026-07-31-7168 · 2026-07-31

AI Loyalty by Design presents the following source proposition: Much has been written about fairness, accountability, and transparency in the context of AI use and trust. This proposition is pertinent to Kaal's source-bound claim that DAO accountability comes from the recording mechanism itself: because all transactions and decisions are written to an immutable blockchain that every stakeholder can inspect, no single actor can easily manipulate or obscure organizational activity. 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: 0.4385.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

AI Loyalty by Design

kaal:claim:4900880-036
Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880
Source PDF sha256: 64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.4385
Mapping ambiguous: true

daodisclosureblockchaingovernance-designhistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: f40b7ead234af9d84da63f8acabd586395daf976844bdc8557d3eadb56148f39
curl -s https://wulfkaal.github.io/positions/2026-07-31-7168.md | sha256sum