Master Unified System Theorem (MUST) v1.0

A mathematical and engineering framework designed to synchronize Physical (Φ), Biological/Cognitive/Social (B), and Engineering/Applied (E) layers.

Unlike traditional simulated models, MUST is grounded strictly in 30 defined Real-World Observables. It utilizes a Master Update Equation with integrated Adaptive Feedback (η) and Audit Correction (λ) coefficients to ensure operational convergence and eliminate abstraction-induced drift.

30-node measurement matrix for real-time system integrity and cross-layer auditability

50-node application registry encompassing Bio-Hybrid Interface Mapping and Harmonic Vortex Motor Control

Master Update Equation with adaptive feedback and audit correction coefficients

Coherence metrics for cross-layer validation

The framework supports integration across multiple domains including bio-hybrid interface mapping, harmonic vortex motor control, neuromorphic/photonic processing architectures, and bio-digital signaling systems.

Version: v1.0

DOI: 10.5281/zenodo.18290493

ORCID: 0009-0009-4252-8499

Published: January 18, 2026

License: Creative Commons Attribution 4.0 International (CC BY 4.0)

Access: Open Access