kaal:position:2026-07-31-7465

Why Banking's AI Governance Gap Is a Systemic Risk and the Case for Binding Regulation in India presents the following source proposition: <p><span>Artificial intelligence has become core infrastructure in global banking , deployed across credit underwriting, fraud detection, customer service, and algorithmic trading. This proposition is pertinent to Kaal's source-bound claim that Democratized banking is more responsive to regulation than centralized structures because ideas at the edge have greater opportunity to affect policy, unlike the existing global hierarchy in which a single group in Basel provides the dominant voice. 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: 0.3729.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Why Banking's AI Governance Gap Is a Systemic Risk and the Case for Binding Regulation in India

kaal:claim:3406323-028
Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323
Source PDF sha256: 6293780b57a1ae1de17ec00f99cc94295d4f72ea4d08b17a5c08c44772b221db

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3729
Mapping ambiguous: true

decentralizationsystemic-riskgovernance-designhistorical-responsescholarly-literaturecrossref

Affirmed in kaal-review:2026-07-31:streaming-etl-0009 on 2026-07-31. Review record.

Canonical markdown sha256: 76c80b74a7e06dffc0f75ef949336355a93c659347c95c674ffbe71f952d1905
curl -s https://wulfkaal.github.io/positions/2026-07-31-7465.md | sha256sum