kaal:position:2026-07-31-5736

Artificial intelligence and EU insider regulation should be assessed against Kaal's source-bound position 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 external source's verified abstract presents this proposition: Abstract The increasing use of artificial intelligence (AI) and big data in capital markets presents significant challenges for the Market Abuse Regulation (MAR), which was originally designed with human decision-making and conventional algorithmic systems in mind. The defensible response is a qualification: the source is pertinent to the Kaal position, but agreement, extension, contradiction, and scope should not be strengthened beyond the retrieved evidence.

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

Artificial intelligence and EU insider regulation

Scholarly basis

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 and mapping

Evidence: abstract indexed
Review tier: legacy curated mapping review
Mapping confidence: unscored
Mapping ambiguous: true

Topics

institutional-designhistorical-responsescholarly-literature

Provenance

Affirmed in kaal-review:2026-07-31:legacy-reconciliation-0001 on 2026-07-31. Review record.

Verify

Canonical markdown sha256: 9a7828d5201ebe175933509234b40ae2e6a3ab3ffc24e1a1632f1bb7a4d6c93c
curl -s https://wulfkaal.github.io/positions/2026-07-31-5736.md | sha256sum