kaal:position:2026-07-31-7360

A Computable Baseline for AI Governance: Measuring User Capacity Depletion in Algorithmic Interaction Systems presents the following source proposition: Current regulatory frameworks, including the European Union's Digital Services Act and Artificial Intelligence Act, require platforms to assess and mitigate systemic risks arising from the design and functioning of algorithmic systems. This proposition is pertinent to Kaal's source-bound claim that The fragmented United States approach to regulating legal AI, resting on voluntary federal standards and a patchwork of state initiatives, prioritizes innovation but fails to address systemic risks comprehensively. 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.

Affirmed commentary position. This record extends a source-bound scholarly claim but is not a verbatim paper claim.
Holds when
Current debate

A Computable Baseline for AI Governance: Measuring User Capacity Depletion in Algorithmic Interaction Systems

Scholarly basis

kaal:claim:5541658-025
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 and mapping

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3665
Mapping ambiguous: true

Topics

systemic-riskrisk-and-incentivesgovernance-designhistorical-responsescholarly-literaturecrossref

Provenance

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

Verify

Canonical markdown sha256: 8cab789f19300a9f136aa35fbd54d992b9def712e1c5fa302b327ba78bb6821e
curl -s https://wulfkaal.github.io/positions/2026-07-31-7360.md | sha256sum