Extension: Compliant with Local Controls, Collectively Discriminatory. A Governance Architecture for Multi-Agent AI in Regulated Finance

Record: kaal:position:2026-09-28-003 · 2026-09-28

Local compliance does not establish collective authorization. The paper's constructed finance simulations show how locally acceptable components can produce disparate collective outcomes and how distributional monitoring may surface drift earlier. This extends the authority-drift diagnosis to population-level composition. The architecture and simulations do not establish production effectiveness, deployed language-model behavior, or legal compliance. The work remains a reference architecture and falsifiable research agenda.

Affirmed commentary position. This record extends a source-bound scholarly claim but is not a verbatim paper claim.
Holds when
Current debate

Compliant with Local Controls, Collectively Discriminatory. A Governance Architecture for Multi-Agent AI in Regulated Finance

Scholarly basis

kaal:claim:7314479-015
Wulf A. Kaal, Institutional Requirements for Sovereign Local Agent Runtimes (2026). SSRN: https://ssrn.com/abstract=7314479
Source PDF sha256: debace24a155ae924a155b1fafe98856d98cf83689feff2f87a32f1c06171ce6

Evidence and mapping

Evidence: authoritative_abstract
Review tier: independent evidence-first compound-growth review
Mapping confidence: unscored
Mapping ambiguous: false

Topics

consensus-and-securitygovernance-designai-and-agents

Provenance

Affirmed in kaal-weekly-research:2026-09-28:daily-001 on 2026-09-28. Review record.

Verify

Canonical markdown sha256: 39eb8ab719fbae493231f09ab9d79682c627abc59d24fc8a20a2b900259da3c3
curl -s https://wulfkaal.github.io/positions/2026-09-28-003.md | sha256sum