kaal:position:2026-07-31-2180

Algorithmic Regulation and (Im)Perfect Enforcement in the Personalized Economy should be assessed against Kaal's source-bound claim that The cost of tightening directors' duty to monitor risk depends not just on how far the requirement is tightened but on how it is tightened: the mix of agency enforcement versus civil litigation, and of substantive versus procedural change, drives the shape of the cost curve. 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

illustrative model, not based on actual data
External evidence level: abstract indexed.
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 and (Im)Perfect Enforcement in the Personalized Economy

Scholarly basis

kaal:claim:1558614-009
Painter and Kaal, Initial Reflections on an Evolving Standard Constraints on Risk Taking by Directors and Officers in (2010). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1558614
Source PDF sha256: e898211630f4116879329d6de8397523dca5b066864147421aa5cbc7429dc83b

Evidence and mapping

Evidence: abstract indexed
Review tier: mapping review before claim review
Mapping confidence: 0.2546
Mapping ambiguous: true

Topics

compliance

Provenance

Affirmed in historical-backfill:2026-07-31:phase-0009 on 2026-07-31. Review record.

Verify

Canonical markdown sha256: d0a7f778963a75ffde4d60e4be4384e71b1d4167c7466d75ae72f18241898430
curl -s https://wulfkaal.github.io/positions/2026-07-31-2180.md | sha256sum