kaal:position:2026-07-31-7456

The artificial intelligence (AI) governance dilemma presents the following source proposition: The rapid diffusion of Artificial Intelligence (AI) across organizational and societal domains has exposed a tension between innovation, technological capability, and institutional responsibility. This proposition is pertinent to Kaal's source-bound claim that Traditional hierarchical organizational structures are too slow to adapt to rapid technological change and stifle innovation through rigid control mechanisms, which is why they are unsuited to governing the quantum economy. 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.

• 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: 0.4659.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

The artificial intelligence (AI) governance dilemma

kaal:claim:4900880-034
Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880
Source PDF sha256: 64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.4659
Mapping ambiguous: true

institutional-designgovernance-designinnovationhistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: f5df77c3241b9a92572ebe24408732aa821bd0b83b184f7bc5d6893d61c9c4a8
curl -s https://wulfkaal.github.io/positions/2026-07-31-7456.md | sha256sum