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Research . 2025
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The Universal Principle of Collapse: A Diagnostic Audit of Meaning in Artificial Intelligence

Authors: Escagedo Gutierrez, Eloy;

The Universal Principle of Collapse: A Diagnostic Audit of Meaning in Artificial Intelligence

Abstract

This paper applies the Universal Principle of Collapse (UPC) to artificial intelligence, demonstrating that AI systems cannot possess consciousness or meaning. What appears as “understanding” in AI arises entirely from human observers collapsing machine‑generated outputs into significance. Through direct dialogue with AI, the paper shows how UPC audits resolve apparent paradoxes and clarify the distinction between mechanical selection and conscious recognition. The framework establishes that collapse, resonance, and recognition are irreducible structures of human consciousness, and that AI, lacking Source and inner world, can only generate outputs that humans interpret as meaningful (Husserl, 1970). A brief comparison with quantum paradoxes illustrates the same interpretive displacement, underscoring that paradoxes emerge when language or models are mistaken for lived observation. The paper does not propose new physics, mathematics, or cognitive mechanisms. Instead, it functions as a diagnostic audit of meaning attribution, restoring conscious observation to its proper place as the first empirical instance in any chain of interpretation. Authored by Eloy Escagedo Gutierrez as part of The Universal Principle of Collapse (UPC) Research Project.

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Keywords

Consciousness, Philosophy of Mind, AI collapse, AI Audit, AI systems, Epistemology, Observer and Source, Philosophy of Language, AI consciousness, Quantum Paradoxes, Universal Principle of Collapse (UPC), Artificial Intelligence, Diagnostic Audit, Cognitive Science, Paradoxes, indicator properties, Language and Meaning, Lingusitics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green