kaal:position:2026-07-31-7333

Governing AI Systems for Public Values presents the following source proposition: This chapter starts by outlining its focus on public AI systems and public values where the guiding governance design principles for the framework are characterized as human-centered, stakeholder-focused, and lifecycle-scoped. This proposition is pertinent to Kaal's source-bound claim that In exceptional situations requiring urgent action the Governing Council may enact emergency amendments, which must be narrowly focused, well justified and reviewed within a defined timeframe. 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: 0.3502.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Governing AI Systems for Public Values

kaal:claim:5886342-040
Furrer Andreas, Wulf A. Kaal, Stephan D. Meyer, Universal Digital Law Codex (UDLC) (2025). SSRN: https://ssrn.com/abstract=5886342
Source PDF sha256: dc456a1ce2ea4a356dbcb35dc900ec36be94b8c9b6da4a2c8c268d6301f66359

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3502
Mapping ambiguous: true

governance-designhistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: 72f2d1409d97c8ba99d7604378d4419b8280cb87d1d52f42244abe66b9e3951d
curl -s https://wulfkaal.github.io/positions/2026-07-31-7333.md | sha256sum