# kaal:position:2026-08-01-002

**Affirmed position.** Regulation of Stock Externalities with Correlated Costs presents the following source proposition: We study a dynamic regulation model where firms' actions contribute to a stock externality. This proposition is pertinent to Kaal's source-bound claim that Dynamic regulation is defined as an optimization process for the learning experience in the New Institutional Economics framework, operating through intra jurisdictional and inter jurisdictional feedback effects between public rulemakers and private actors. 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.** 2026-08-01

**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: 0.3941.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** Regulation of Stock Externalities with Correlated Costs: http://ageconsearch.umn.edu/record/25077

**Extends.** kaal:claim:5886442-030: https://wulfkaal.github.io/claims/5886442-030

**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.** 0.3941  **Mapping ambiguous.** true

**Topics.** dynamic-regulation, economics, institutional-design, historical-response, scholarly-literature, openalex

**Provenance.** Affirmed in kaal-review:2026-08-01:streaming-etl-0013 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.