kaal:claim:5886442-007

Agentic automation concentrates agency in opportunity hubs and, through winner takes most swarms, elevates Gini coefficients by 15 to 25 percent by 2030, which is why diversity mandates are required for inclusive ecosystems.

Source quote, verbatim

Agentic automation concentrates agency in opportunity hubs, elevating Gini coefficients by 15–25% by 2030 through winner-takes-most swarms, demanding diversity mandates for inclusive ecosystems

From

Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025), Challenges, Risks, and Policy Imperatives, p. 9
https://ssrn.com/abstract=5886442 · source PDF

Cite as

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

Holds when

projection to 2030
assumes winner takes most swarm dynamics without corrective mandates

Classification

predictivesupport: evidencedfailure: winner takes most concentrationfamily: inequality-and-access-divideai-and-agents

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