# kaal:position:2026-07-31-7333

**Affirmed position.** 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.

**Status.** affirmed  **Published.** 2026-07-31

**Holds when.**

- 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.

**Current debate.** Governing AI Systems for Public Values: https://doi.org/10.1093/oxfordhb/9780197579329.013.31

**Extends.** kaal:claim:5886342-040: https://wulfkaal.github.io/claims/5886342-040

**Scholarly basis.** 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 level.** abstract indexed

**Mapping review tier.** moderate-confidence claim review

**Mapping confidence.** 0.3502  **Mapping ambiguous.** true

**Topics.** governance-design, historical-response, scholarly-literature, crossref

**Provenance.** Affirmed in kaal-review:2026-07-31:streaming-etl-0008 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.