kaal:position:2026-07-31-7300

Role and Governance of Artificial Intelligence in the Public Policy Cycle presents the following source proposition: Two main issues that have emerged are AI governance and the potential use of AI in the public policy cycle. This proposition is pertinent to Kaal's source-bound claim that AI models applied to the European Court of Human Rights have achieved 97% accuracy in predicting case outcomes under Article 6, which the authors treat as evidence of their potential as judicial decision support tools rather than as replacements for judges. 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: 0.3586.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Role and Governance of Artificial Intelligence in the Public Policy Cycle

kaal:claim:5541658-005
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: 0.3586
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: fe845ee37979a923ed516e462d2c5d923b44e464477821b013cc51cbb38c5c78
curl -s https://wulfkaal.github.io/positions/2026-07-31-7300.md | sha256sum