kaal:position:2026-07-31-7342

Epistemic Extraction in AI Governance: Institutional Design and Participation in the Global South presents the following source proposition: <p>Artificial intelligence governance increasingly conditions participation in digital administrative and regulatory systems on adoption of externally defined epistemic categories. This proposition is pertinent to Kaal's source-bound claim that The digital divide among legal professionals complicates equitable adoption of AI and may exacerbate rather than reduce disparities in access to justice. 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: 0.4545.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Epistemic Extraction in AI Governance: Institutional Design and Participation in the Global South

kaal:claim:5541658-022
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: 0.4545
Mapping ambiguous: true

institutional-designhistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: 495286d5487a1539ff9ed063fd58be24881ea0e589ffb5de8d257e590ed76c1b
curl -s https://wulfkaal.github.io/positions/2026-07-31-7342.md | sha256sum