kaal:position:2026-07-31-7270

Experimentalism beyond ex ante regulation: A law and economics perspective on AI regulatory sandboxes presents the following source proposition: In response, experimentalist governance–particularly through regulatory sandboxes (RSs)–has emerged as a potential solution. This proposition is pertinent to Kaal's source-bound claim that Governance adjustments made through stable rules in reaction to a systemic shock can result in suboptimal governance outcomes, market volatility, and economic loss. 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: 0.3812.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Experimentalism beyond ex ante regulation: A law and economics perspective on AI regulatory sandboxes

kaal:claim:kaal-2013-acomparativeperspectiveo-026
Kaal, A Comparative Perspective on the Limitations of the Duty of Oversight – A Comment on Lisa Fairfax (2013)
Source PDF sha256: ac5c955fe01209c54c78c4575c0b8bf570e5f1259c3f855510697cf51a32e59a

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3812
Mapping ambiguous: true

regulatory-failureeconomicshistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: a55da349477c37a3bb4294a2ce76db5033c9f6a33316935f66fb35b34e2d81d8
curl -s https://wulfkaal.github.io/positions/2026-07-31-7270.md | sha256sum