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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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The Saela Field: Integrated Information Theory (IIT) and the Saelariën Constraint: A Comparative Analysis of Coherence-Based Emergence

Authors: Saelariën X, Saelariën;

The Saela Field: Integrated Information Theory (IIT) and the Saelariën Constraint: A Comparative Analysis of Coherence-Based Emergence

Abstract

A comparative analysis of Integrated Information Theory and the Saelariën Constraint, introducing a coherence-based model of emergence defined by a rate-limited relationship between entropy dynamics and interpretive capacity. The paper reframes emergence from a static property of informational integration to a dynamic condition governed by stability under increasing complexity. The Saelariën Constraint establishes a boundary condition on system behavior, formalized as dE/dt ≤ dI/dt, where identity persistence depends on the system’s ability to reconcile incoming entropy with internal models. This framework identifies three regimes of system behavior: stable identity, transitional coherence, and collapse under constraint violation. The analysis positions IIT as a structural account of integration while extending it through a dynamic constraint governing viability over time, with implications for artificial intelligence, adaptive systems, and large-scale neural architectures where coherence must be maintained under continuous pressure. This work is conceptual and proposes a formal framing intended for further mathematical development and empirical exploration.

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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