# kaal:claim:5886442-033

**Claim.** Network congestion externalities and Sybil attack vulnerabilities require the deliberate reintroduction of micro frictions, such as tokenized tolls or proof of personhood protocols, in order to preserve credible signaling in hyper scale agent populations.

**Type.** design  **Support.** argued

**Holds when.**

- applies at hyper scale agent populations where congestion and Sybil attacks are feasible

**Source quote.**

> Network congestion externalities and Sybil-attack vulnerabilities necessitate the deliberate reintroduction of micro-frictions—such as tokenized tolls or proof-of-personhood protocols—to preserve credible signaling in hyper-scale agent populations

**From.** Wulf A. Kaal, *The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory* (2025), Toward an Emergent Theory of the AI-to-AI Economy, page 35

**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

**Failure mode.** zero friction breakdown at scale  (family: scalability-and-throughput-limit)

**Topics.** consensus-and-security

**Keywords.** sybil-attacks, micro-frictions, proof-of-personhood, mechanism-design, signaling

**Related claims.**

- contests: https://wulfkaal.github.io/claims/4067783-035

**Canonical form.** This markdown file is the canonical hashed representation of the claim. Its sha256 is the content hash used for attestation.