Abstract
We introduce the Signal True Always True (STAT) framework, a coherence-based, fractal and rhizomatic model of physical organization, and we test it through a set of explicit empirical signatures spanning microscopic, mesoscopic and cosmological scales.
The core principle of the framework is a conservation law linking structure, coherence and effective entropy:
ΔC + ΔS_eff = 0
The theory proposes that local coherence growth must be accompanied by a redistribution of instability, entropy or structural tension across scales or hidden modes. The manuscript develops the formal architecture of this framework, its axioms, its fractal-rhizomatic extension, and a set of empirical pathways for confronting the model with real data.
Why this page exists
This page is the public research anchor for the GUT document. It links the author identity, the canonical paper, the DOI record, and the broader STAT project into one crawlable public source.
Canonical references
For citation, attribution, and indexing consistency, use the DOI and PDF above as the primary reference points.