# kaal:position:2026-07-31-3996

**Affirmed position.** Cross-layer contagion of prompt injections in multi-agent swarms: a multiplex microscopic markov chain approach should be assessed against Kaal's source-bound claim that Because the states of economic agents are entangled, a change in one part of the economy can affect other parts instantaneously rather than through a traceable chain of transmission, producing a more interconnected and dynamic system than classical economics can describe. The current metadata indicates a plausible connection through model context protocol, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.

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

**Holds when.**

- Apply only within the source-bound Kaal claim's stated scope.
- External evidence level: abstract indexed.
- Mapping review tier: ambiguity triage before claim review.
- The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence.

**Current debate.** Cross-layer contagion of prompt injections in multi-agent swarms: a multiplex microscopic markov chain approach: https://www.semanticscholar.org/paper/a74a834354664273b3dda00602f211df7563ad6c

**Extends.** kaal:claim:4900880-002: https://wulfkaal.github.io/claims/4900880-002

**Scholarly basis.** Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880

**Source PDF sha256.** `64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73`

**Evidence level.** abstract indexed

**Mapping review tier.** ambiguity triage before claim review

**Mapping confidence.** 0.2229  **Mapping ambiguous.** true

**Topics.** economics, systemic-risk, risk-and-incentives

**Provenance.** Affirmed in historical-backfill:2026-07-31:phase-0016 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.