kaal:position:2026-07-31-7190

The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost presents the following source proposition: Established optimization techniques lower unit cost and can reduce computation under technical and budget conditions. This proposition is pertinent to Kaal's source-bound claim that Hidden action, that is moral hazard, and hidden information, that is adverse selection, are not merely reduced in the agentic economy but rendered computationally impossible at the substrate level, because every intermediate computation is attested on chain or through zero knowledge proofs. 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.

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

The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost

Scholarly basis

kaal:claim:5886442-019
Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442
Source PDF sha256: d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce

Evidence and mapping

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3567
Mapping ambiguous: true

Topics

risk-and-incentivesconsensus-and-securitycitation-and-knowledgeeconomicshistorical-responsescholarly-literaturecrossref

Provenance

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

Verify

Canonical markdown sha256: 6ee4346959d62634308e98d8eb10889fc300bf797956b97e82ce1d80241cba0c
curl -s https://wulfkaal.github.io/positions/2026-07-31-7190.md | sha256sum