kaal:position:2026-07-31-1174

Algorithmic regulation: A maturing concept for investigating regulation of and through algorithms should be assessed against Kaal's source-bound claim that Dynamic regulation is a supplemental regulatory tool, not a replacement for existing rulemaking: it increases the availability of relevant, institution specific, and decentralized information for rulemaking through feedback effects. The current metadata indicates a plausible connection through algorithmic regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.

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

Holds when

Apply only within the source-bound Kaal claim's stated scope.
External evidence level: metadata only.
Mapping review tier: mapping review before claim review.
The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence.

Current debate

Algorithmic regulation: A maturing concept for investigating regulation of and through algorithms

Scholarly basis

kaal:claim:kaal-2014-dynamicregulationviagove-001
Kaal, Dynamic Regulation via Governmental Contracts (2014)
Source PDF sha256: 7320aec036ccf2f6739f0854ea8749903e8902e77c2ec39543b64b358459c408

Evidence and mapping

Evidence: metadata only
Review tier: mapping review before claim review
Mapping confidence: 0.3449
Mapping ambiguous: true

Topics

dynamic-regulationinstitutional-designdecentralization

Provenance

Affirmed in historical-backfill:2026-07-31:phase-0005 on 2026-07-31. Review record.

Verify

Canonical markdown sha256: d5d539b71302bf6c3d874354912abb86bc303c788769cf0572fbd4ec405352e3
curl -s https://wulfkaal.github.io/positions/2026-07-31-1174.md | sha256sum