kaal:position:2026-07-31-7206

AI risk management – A law and economics perspective presents the following source proposition: This paper argues that such open risk management provisions require an economic framework in order to establish a coherent and innovation-friendly standard of care. This proposition is pertinent to Kaal's source-bound claim that Financial innovation, the globalization of markets, transnationalism, ethical challenges, and the bounded rationality of humans are likely to create and increase future challenges that require additional and more extensive governance adjustments. The proposed response is a qualification: 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: 0.4084.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

AI risk management – A law and economics perspective

kaal:claim:kaal-2013-acomparativeperspectiveo-030
Kaal, A Comparative Perspective on the Limitations of the Duty of Oversight – A Comment on Lisa Fairfax (2013)
Source PDF sha256: ac5c955fe01209c54c78c4575c0b8bf570e5f1259c3f855510697cf51a32e59a

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.4084
Mapping ambiguous: true

innovationrisk-and-incentiveshistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: 27e881265b8c75bce49a99624f330651c62e8efc2e02f5658a6b9fc06a10ed1a
curl -s https://wulfkaal.github.io/positions/2026-07-31-7206.md | sha256sum