# kaal:position:2026-07-31-7189

**Affirmed position.** The Economics of Agentic AI: Runtime Governance as a Distinct Determinant of Enterprise AI Cost presents the following source proposition: Per-token inference prices are falling, while agentic workflows increase the number of model interactions, tool calls, and downstream actions required to complete a task. This proposition is pertinent to Kaal's source-bound claim that Under a deflationary token issuance model, which caps the number of tokens ever issued, prices are expected to increase because of the fundamental scarcity of token supply. 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: 0.3541.
- 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:4033886-037: https://wulfkaal.github.io/claims/4033886-037

**Scholarly basis.** Wulf A. Kaal, Samuel Evans, Hayley Howe, Digital Asset Valuation (2022). SSRN: https://ssrn.com/abstract=4033886

**Source PDF sha256.** `52ba05b1292b1be4bfaf1ee5cf56b14fea9c196d870603e794d7ee316df129bd`

**Evidence level.** abstract indexed

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

**Mapping confidence.** 0.3541  **Mapping ambiguous.** true

**Topics.** tokenomics, 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.