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AI as Amplified Intelligence: Compute Access as the New Displacement Divide

Rincón, D. · 2026 · Zenodo · amplified intelligence

This is the record, not the paper. The work itself is the deposit on Zenodo, under the DOI below. What follows is its abstract, as deposited.

We apply the Displacement Framework to artificial intelligence access inequality, formalizing compute access as a new axis of displacement. Intelligence amplification through AI is modeled as displacement-rate reduction: those with high compute access accumulate less cognitive Phi over time. Eight formal propositions are derived covering: AI access as displacement-rate modifier, the compute-inequality ratchet (wealth buys compute, compute reduces displacement, reduced displacement preserves wealth), attention as the scarce resource captured by engagement-optimized AI, digital literacy as basin depth for AI return paths, algorithmic wrong attractors in recommendation systems, surveillance capitalism as systematic displacement of epistemic ground state, open-source AI as democratized return path, and universal compute access as displacement equity principle.

The paper argues that AI inequality is not merely economic but ontological: those without AI access accumulate displacement at systematically higher rates across cognitive, economic, and social domains.

AI inequality · compute access · displacement framework · digital divide · intelligence amplification · algorithmic wrong attractors · surveillance capitalism · open source AI

Read the deposit on Zenodo →doi 10.5281/zenodo.20408517

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