kaal:position:2026-07-31-7457

The artificial intelligence (AI) governance dilemma presents the following source proposition: While AI systems are often discussed in terms of efficiency, innovation, or risk, less attention has been devoted to the structural misalignment between those who design, control, deploy, and are affected by these systems. This proposition is pertinent to Kaal's source-bound claim that Private fund advisers' increasing use of blockchain technology, artificial intelligence, and big data is a distinct source of downward pressure on the traditional 2/20 fee structure that commentators have not examined. 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: 0.4364.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

The artificial intelligence (AI) governance dilemma

kaal:claim:2959730-001
Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds (2017). SSRN: https://ssrn.com/abstract=2959730
Source PDF sha256: ebd86972d8817b0c1c80326ae5564476983cedba3f258ff3b2610f156b93fb50

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.4364
Mapping ambiguous: true

blockchainprivate-fundsinnovationhistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: bdb3024a5657d566a7d85097adf970dfa3adc608b53f7700e3b847ee694cf6a0
curl -s https://wulfkaal.github.io/positions/2026-07-31-7457.md | sha256sum