kaal:position:2026-07-31-7449

The Uneven Inheritance: How 50 years of Telecom Policy Shape Today's AI Governance and Its Global Inequalities presents the following source proposition: Artificial intelligence is widely framed as a new regulatory frontier. This proposition is pertinent to Kaal's source-bound claim that Privacy rules, copyright, and the uneven global distribution of digital connectivity independently reduce both the availability and the diversity of human-generated text for AI training. 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: 0.3692.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

The Uneven Inheritance: How 50 years of Telecom Policy Shape Today's AI Governance and Its Global Inequalities

kaal:claim:5095633-006
Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633
Source PDF sha256: cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3692
Mapping ambiguous: true

consensus-and-securityhistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: e54aff12ca52dcf090ebca8e414f1deb423e35ae0bf7d4b8f7432fa9c78e09cd
curl -s https://wulfkaal.github.io/positions/2026-07-31-7449.md | sha256sum