# kaal:position:2026-07-31-7190

**Affirmed position.** 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.

**Status.** affirmed  **Published.** 2026-07-31

**Holds when.**

- 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: 0.3567.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost: https://doi.org/10.2139/ssrn.7129939

**Extends.** kaal:claim:5886442-019: https://wulfkaal.github.io/claims/5886442-019

**Scholarly basis.** 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 level.** abstract indexed

**Mapping review tier.** moderate-confidence claim review

**Mapping confidence.** 0.3567  **Mapping ambiguous.** true

**Topics.** risk-and-incentives, consensus-and-security, citation-and-knowledge, economics, historical-response, scholarly-literature, crossref

**Provenance.** Affirmed in kaal-review:2026-07-31:streaming-etl-0008 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.