Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

Coherence Intelligence Architecture (CIA) as a Layered System of Structural Relations

Authors: Amresh, Kanna;

Coherence Intelligence Architecture (CIA) as a Layered System of Structural Relations

Abstract

Coherence Intelligence Architecture (CIA) is defined as a layered framework that explains how system behavior emerges through the interaction of distinct structural layers. This paper integrates five layers—substrate, field, topology, coherence, and intelligence—into a unified structure without redefining their individual roles. Each layer contributes a specific condition: substrate defines what is possible, field mediates interaction, topology determines arrangement, coherence establishes alignment, and intelligence enables response. System behavior is understood as the result of how these layers operate together rather than from any single layer in isolation. The architecture addresses limitations in approaches that analyze systems through isolated factors such as components, interaction rules, or performance. By organizing behavior across multiple layers, CIA provides a structured basis for identifying how variation, stability, and failure emerge within systems. This paper does not introduce new concepts or extend the architecture beyond its defined layers. It establishes the relational structure through which system behavior can be understood as coordinated layer interaction across domains.

  • BIP!
    Impact byBIP!
    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).
    0
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
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
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!