# kaal:claim:5886442-031

**Claim.** The AI-to-AI economy amplifies and potentially fulfills dynamic regulation by embedding its principles endogenously within system architecture, which renders many NIE inspired restraints against human opportunism and informational gaps obsolete.

**Type.** mechanism  **Support.** argued

**Source quote.**

> The AI2AI economy amplifies and potentially fulfills my earlier vision of dynamic regulation by embedding its principles endogenously within the system's architecture, rendering many NIE-inspired restraints (like those for human opportunism or informational gaps) obsolete.

**From.** Wulf A. Kaal, *The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory* (2025), Relating AI2AI to Dynamic Regulation: Core Mechanisms and Expansions, page 33

**Cite as.** Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442

**Verify.** sha256 of source PDF `d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202025%20-%20The%20AI-to-AI%20Economy%20and%20the%20Collapse%20of%20Anthropocentric%20Economic%20Theory.pdf

**Topics.** dynamic-regulation, governance-design, ai-and-agents, economics, institutional-design

**Keywords.** dynamic-regulation, ai-governance, endogenous-feedback, new-institutional-economics

**Related claims.**

- restated_by: https://wulfkaal.github.io/claims/6421319-031
- extends: https://wulfkaal.github.io/claims/2267560-001

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