kaal:position:2026-07-31-7501

AI governance ethics : artificial intelligence with shared values and rules presents the following source proposition: The search for AI governance from voluntary standards to international convention and standards is fast and urgent. This proposition is pertinent to Kaal's source-bound claim that The fragmented United States approach to regulating legal AI, resting on voluntary federal standards and a patchwork of state initiatives, prioritizes innovation but fails to address systemic risks comprehensively. 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: 0.362.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

AI governance ethics : artificial intelligence with shared values and rules

kaal:claim:5541658-025
Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658
Source PDF sha256: e543a2d698fcd522d4d02e034cc9ee1344d0015d2c824b40b9e05ab7c0728c60

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.362
Mapping ambiguous: true

systemic-riskrisk-and-incentivesgovernance-designhistorical-responsescholarly-literaturecrossref

Affirmed in kaal-review:2026-07-31:streaming-etl-0009 on 2026-07-31. Review record.

Canonical markdown sha256: 23d9b3b12413e1a61c46fbcba05ac86acfd11d8a679904a915c7eff1624cbfb7
curl -s https://wulfkaal.github.io/positions/2026-07-31-7501.md | sha256sum