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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Ambient Structure Discovery via Stigmergic Mesh: Detecting Normalized Deviance Through Distributed Organizational Signal Processing

Authors: McEntire, Jeremy;

Ambient Structure Discovery via Stigmergic Mesh: Detecting Normalized Deviance Through Distributed Organizational Signal Processing

Abstract

Self-organizing stigmergic architecture for surfacing second-order organizational ignorance. Version 2.0: Restructured with normalized deviance detection as headline contribution. New controlled evaluation: 22,500 Monte Carlo runs across 3 anomaly types × 5 severity levels × 3 mesh sizes × 5 noise levels. Coordination failure TPR 0.82. Knowledge silo severity inversion discovered. Field deployment retained.

Keywords

organizational intelligence, self-organizing systems, normalized deviance, Adaptive Resonance Theory, Monte Carlo evaluation, stigmergy, anomaly detection

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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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