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Coupling Physical Entropy Production and Semantic Diversity in Generative AI Ecosystems: A Preliminary Predictive Framework

2026-05-19

Abstract excerpt

Generative artificial intelligence is increasingly embedded in recursive informational ecosystems in which outputs are produced, published, retrieved, summarized, copied and pasted into new human or machine production. This paper proposes a preliminary predictive framework for Dissipative Semantic Homogenization (DSH), a possible re-gime in which recursive generative AI ecosystems dissipate physical energy while c...

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Literature Corpus work
a76af7fc-fa32-50e7-ab75-043f6bdd3c59
DOI
10.20944/preprints202605.1249.v1
Open publication

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Coupling Physical Entropy Production and Semantic Diversity in Generative AI Ecosystems: A Preliminary Predictive FrameworkDOI 10.20944/preprints202605.1249.v1
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