# kaal:position:2026-07-31-7205

**Affirmed position.** AI risk management – A law and economics perspective presents the following source proposition: Article 9 of the EU AI Act exemplifies this challenge, as it relies on indeterminate terms, such as “reasonably foreseeable risks” and “acceptability of risk”, to define the scope of the provision. This proposition is pertinent to Kaal's source-bound claim that German commentators, whose expertise German courts rely on heavily, concluded after the financial crisis that managers do not act reasonably under the German business judgment rule if the risks they take on behalf of the corporation result in the demise of the corporation. 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.

**Status.** affirmed  **Published.** 2026-07-31

**Holds when.**

- 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: 0.3504.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** AI risk management – A law and economics perspective: https://doi.org/10.1017/cfl.2026.10042

**Extends.** kaal:claim:kaal-2013-acomparativeperspectiveo-013: https://wulfkaal.github.io/claims/kaal-2013-acomparativeperspectiveo-013

**Scholarly basis.** Kaal, A Comparative Perspective on the Limitations of the Duty of Oversight – A Comment on Lisa Fairfax (2013)

**Source PDF sha256.** `ac5c955fe01209c54c78c4575c0b8bf570e5f1259c3f855510697cf51a32e59a`

**Evidence level.** abstract indexed

**Mapping review tier.** moderate-confidence claim review

**Mapping confidence.** 0.3504  **Mapping ambiguous.** true

**Topics.** systemic-risk, risk-and-incentives, corporate-governance, law-and-legal-systems, historical-response, scholarly-literature, crossref

**Provenance.** Affirmed in kaal-review:2026-07-31:streaming-etl-0008 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.