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...

The quote above is an exact substring of the source PDF, whose sha256 is d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce. Extraction method: pdf-text-layer.
Attestation record: colloquium/attestations/c274cda44643e59e...json
Verify the binding yourself: curl -s https://wulfkaal.github.io/claims/5886442-011.md | sha256sum