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CONCEPT

The Darwin-Schumpeter Homology

The structural identity between biological evolution and market innovation — variation, selection, retention — running in different substrates and now coupled by AI into a single accelerating feedback loop.
Charles Darwin and Joseph Schumpeter never met, never read each other, never occupied the same intellectual tradition. They described the same process. Darwin's mechanism: organisms vary, the environment selects, successful variants are retained. Schumpeter's mechanism: firms vary, markets select, successful innovations are retained. Variation, selection, retention — the same three-part architecture operating in different substrates, producing the same outcome of increasing complexity and adaptation without central design. Wilson argued that recognizing the structural homology was a foundational consilient insight, and that the AI transition is an evolutionary event operating in both substrates simultaneously, with the two substrates now coupled into a feedback loop that amplifies disruption beyond what either would produce independently.
The Darwin-Schumpeter Homology
The Darwin-Schumpeter Homology

In The You On AI Field Guide

In the biological substrate, AI increases variation (more hypotheses, more protein-folding predictions, more drug candidates), accelerates selection (faster testing, more rapid experimental iteration), and amplifies retention (broader distribution of successful insights through AI-powered publication systems). In the economic substrate, AI increases variation (the democratization of

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