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Research . 2026
License: CC BY
Data sources: Datacite
ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
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RT3_Observer_Construction

Authors: Seol, Bin;

RT3_Observer_Construction

Abstract

RT3 (Observer Construction) develops the measurement and resolution layer of the Deficit-Fractal Governance (DFG) framework for multi-agent systems. The paper formalizes how observers emerge as structural operators that transform internal system resolution into measurable geometry, enabling stability diagnostics and governance intervention without direct control. It introduces the directional cost profile Aᵢ(θ, t), resolution-to-geometry mapping Φ, and observability constraints that define when structural instability becomes detectable. Rather than treating measurement as passive, RT3 shows that observation is a generative process that shapes the accessible state space and determines which dynamics can be governed. This provides the missing bridge between instability dynamics (RT1), critical measurement regimes (RT2), and recovery processes (RT4). The framework is conceptual and structural, intended to establish testable observability conditions and resolution-dependent diagnostics for emerging multi-agent AI ecosystems.

Keywords

observability, structural stability, resolution, emergence, measurement theory, adaptive systems, multi-agent systems, complex systems, information dynamics, AI governance

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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
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