# kaal:position:2026-07-31-7759

**Affirmed position.** From market to non-market: An autonomous agent approach to central planning presents the following source proposition: Socialist models for non-market economic calculation have been strongly influenced by the equilibrium model of neoclassical economics. This proposition is pertinent to Kaal's source-bound claim that Computative Economics is not a generalization of digital platform economics, because platform economics extends Neoclassical Economics while remaining within its primitives, whereas the computative primitives differ and the equilibrium concept is recursive rather than competitive. 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: 0.49.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** From market to non-market: An autonomous agent approach to central planning: https://doi.org/10.1017/s0269888907001129

**Extends.** kaal:claim:6607458-038: https://wulfkaal.github.io/claims/6607458-038

**Scholarly basis.** Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458

**Source PDF sha256.** `75cca35350378eb8904866d068b5d2f3e1504629e6031457ce6c12152a88e3e8`

**Evidence level.** abstract indexed

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

**Mapping confidence.** 0.49  **Mapping ambiguous.** true

**Topics.** economics, historical-response, scholarly-literature, crossref

**Provenance.** Affirmed in kaal-review:2026-07-31:streaming-etl-0010 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.