kaal:position:2026-07-31-3996

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.

• 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.

Cross-layer contagion of prompt injections in multi-agent swarms: a multiplex microscopic markov chain approach

kaal:claim:4900880-002
Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880
Source PDF sha256: 64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73

Evidence: abstract indexed
Review tier: ambiguity triage before claim review
Mapping confidence: 0.2229
Mapping ambiguous: true

economicssystemic-riskrisk-and-incentives

Affirmed in historical-backfill:2026-07-31:phase-0016 on 2026-07-31. Review record.

Canonical markdown sha256: 9b254be0ced6840584785397cea81e5132acd2dfd09d87019f1feded4d62a1b8
curl -s https://wulfkaal.github.io/positions/2026-07-31-3996.md | sha256sum