Theorem 2: Open-World Recursive Systems Require Meta-Semantic Constraint Preservation

This theorem formalizes a central claim of Self-Preserving Flow (SPF): recursively adaptive intelligent systems operating in open-world environments cannot preserve long-horizon semantic continuity through fixed first-order constraints alone. We prove that in the presence of semantically unbounded novelty, any system lacking higher-order admissibility constraints on semantic-frame revision inevitably undergoes either epistemic lock-in or semantic collapse. The theorem establishes the necessity of a Meta-Semantic Consistency Layer (Meta-SCL) as a second-order continuity constraint governing the admissible evolution of interpretive frameworks themselves.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-27
DOI
https://doi.org/10.5281/zenodo.20405794
Primary Topic
Computability, Logic, AI Algorithms
Type
article
Field-Weighted Citation Impact
0.00
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article

Theorem 2: Open-World Recursive Systems Require Meta-Semantic Constraint Preservation

Ali Mofradi
Zenodo (CERN European Organization for Nuclear Research)
Computability, Logic, AI Algorithms
article

Theorem 2: Open-World Recursive Systems Require Meta-Semantic Constraint Preservation

Ali Mofradi
article en

Abstract

This theorem formalizes a central claim of Self-Preserving Flow (SPF): recursively adaptive intelligent systems operating in open-world environments cannot preserve long-horizon semantic continuity through fixed first-order constraints alone. We prove that in the presence of semantically unbounded novelty, any system lacking higher-order admissibility constraints on semantic-frame revision inevitably undergoes either epistemic lock-in or semantic collapse. The theorem establishes the necessity of a Meta-Semantic Consistency Layer (Meta-SCL) as a second-order continuity constraint governing the admissible evolution of interpretive frameworks themselves.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 4%
Computability, Logic, AI Algorithms
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