waveForms™ – Collapsing Uncertainty

What if all structured coordination—legal, technical, organizational, and linguistic—rests on a closed set of irreducible semantic primitives? Collapsing Uncertainty advances the claim that ten facets underlie every instance of structured communication. These facets are not UI controls or domain artifacts, but fundamental coordination roles that natural languages render implicitly and software systems rediscover under pressure. The paper distinguishes expressive richness from structural necessity, arguing that uncertainty collapses when commitments are governed at the level of facet resolution. The result is a framework for deterministic coordination without requiring wholesale system redesign.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-11
DOI
https://doi.org/10.5281/zenodo.18611528
Primary Topic
Multi-Agent Systems and Negotiation
Type
article
Field-Weighted Citation Impact
0.00
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article

waveForms™ – Collapsing Uncertainty

J. Oliver Glasgow
Zenodo (CERN European Organization for Nuclear Research)
Multi-Agent Systems and Negotiation
article

waveForms™ – Collapsing Uncertainty

J. Oliver Glasgow
article en

Abstract

What if all structured coordination—legal, technical, organizational, and linguistic—rests on a closed set of irreducible semantic primitives? Collapsing Uncertainty advances the claim that ten facets underlie every instance of structured communication. These facets are not UI controls or domain artifacts, but fundamental coordination roles that natural languages render implicitly and software systems rediscover under pressure. The paper distinguishes expressive richness from structural necessity, arguing that uncertainty collapses when commitments are governed at the level of facet resolution. The result is a framework for deterministic coordination without requiring wholesale system redesign.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 60%
Multi-Agent Systems and Negotiation
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waveForms™ – Collapsing Uncertainty — J. Oliver Glasgow · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS