Preprint

Codex Research – Preprint

The Codex Research preprint presents a unified analytical and computational framework for examining how feedback mechanisms sustain stability and order in nonlinear systems. The study aims to formalize coherence as a quantitative outcome of adaptive feedback, linking dynamical stability with information flow across physical, computational, and biological systems.

Status

The manuscript is in its final revision phase and undergoing independent validation. It integrates theoretical derivations, numerical analyses, and empirical consistency tests. The public release will follow completion of cross-verification and archival procedures.

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DOI and submission reference will be provided after publication.