# kaal:position:2026-07-31-6803

**Affirmed position.** Dynamic regulation of fibroblast heterogeneity in regeneration repair and bone diseases. presents the following source proposition: However, recent evidence suggests that fibroblasts represent a substantial fraction of lesion cellularity, far exceeding MSCs. This proposition is pertinent to Kaal's source-bound claim that The delegated-acts and code-of-practice mechanisms in recent artificial-intelligence statutes are only partial steps toward dynamic regulation because they remain tethered to legislative revision cycles running far slower than the technology they govern. The proposed response is an agreement: 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: 0.3825.
- The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

**Current debate.** Dynamic regulation of fibroblast heterogeneity in regeneration repair and bone diseases.: https://www.semanticscholar.org/paper/decee6d1738eb2a06b986ee992f86852b61ddf99

**Extends.** kaal:claim:6607458-032: https://wulfkaal.github.io/claims/6607458-032

**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.** 0.3825  **Mapping ambiguous.** true

**Topics.** ai-and-agents, governance-design, dynamic-regulation, historical-response, scholarly-literature, semantic-scholar

**Provenance.** Affirmed in kaal-review:2026-07-31:streaming-etl-0006 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.