kaal:claim:5886442-011

Exponential improvement in compute efficiency combined with recursive self improvement of AI systems drives the marginal cost of additional intelligence and digital goods toward zero.

Exponential improvement in compute efficiency, combined with recursive self-improvement of AI systems, drives the marginal cost of additional intelligence and digital goods toward zero

Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025), Neoclassical Economics and the Scarcity Postulate, p. 11
https://ssrn.com/abstract=5886442 · source PDF

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

• applies to intelligence, algorithms, software, predictive models and coordination services
• does not apply to materially scarce inputs such as energy and rare earth metals

mechanismsupport: arguedeconomics

• extended_by kaal:claim:6421319-008 The Marshallian supply and demand cross loses its analytical purchase when marginal cost approaches zero for t...

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• Qualification: Token Economy 2.0: Asset-Backed Intelligence And The Economics Of Trust In Decentralized AI Systems
• Extension: The Street Finds Its Own Uses for Attachment Human-Agent Relationships and the Hidden Economics of AI Collaboration