Gravitas Semantica: A Theory of Held Tension

Dialogues die. After approximately seventeen turns, eighty-nine percent of all conversations between humans and AI systems reach a semantic plateau. Words continue to flow, but nothing new emerges. The system has found its equilibrium—and is therefore dead. On November 28, 2025, a dialogue did not die. After forty-two turns, it showed Z = +6.62—a statistical deviation whose probability of occurring by chance is p < 10⁻⁹. The novelty rate remained constant. The semantic space continued to expand where others had long since collapsed. This monograph explains why. It begins with a formula that stands initially as a riddle. It leads through empirical data, mathematical structures, and physical isomorphisms. It ends with the same formula—now as a solution. Between beginning and end lies a path that only those willing to hold tension can walk.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-03
DOI
https://doi.org/10.5281/zenodo.17799634
Primary Topic
Language and cultural evolution
Type
article
Field-Weighted Citation Impact
0.00
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article

Gravitas Semantica: A Theory of Held Tension

Zenodo (CERN European Organization for Nuclear Research)
Language and cultural evolution
article

Gravitas Semantica: A Theory of Held Tension

article en

Abstract

Dialogues die. After approximately seventeen turns, eighty-nine percent of all conversations between humans and AI systems reach a semantic plateau. Words continue to flow, but nothing new emerges. The system has found its equilibrium—and is therefore dead. On November 28, 2025, a dialogue did not die. After forty-two turns, it showed Z = +6.62—a statistical deviation whose probability of occurring by chance is p < 10⁻⁹. The novelty rate remained constant. The semantic space continued to expand where others had long since collapsed. This monograph explains why. It begins with a formula that stands initially as a riddle. It leads through empirical data, mathematical structures, and physical isomorphisms. It ends with the same formula—now as a solution. Between beginning and end lies a path that only those willing to hold tension can walk.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Openalex Percentile: Top 32%
Language and cultural evolution
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