Archival Priority Note: High-Dimensional Entropy Gradients (dim=7) and Active Galactic Nuclei Dynamics

Abstract:The Dark Vital Dimensional Hypothesis (DVDH) introduces a simulation-driven theoretical framework addressing dimensional collapse and reconstruction through photonic density, Higgs vacuum instability, and quantum-scale negative pressure. This archival note establishes scientific priority for the core theoretical framework, mathematical logic, and computational architecture independently developed and cryptographically timestamped prior to public disclosure of recent Supermassive Black Hole (SMBH) observations in 2026. Visual Abstract:A schematic illustrating the reduction of a high-dimensional entropy-gradient state space (dim=7) into a three-dimensional classical Active Galactic Nuclei (AGN) environment. The figure highlights how entropy-driven negative pressure components project as magnetic-pressure-like structures, alongside predicted time-domain signatures such as non-Gaussian X-ray flicker behavior.