This paper establishes the theoretical priority and predictive accuracy of the Unified Scale-Symmetry Model (USSM) in the context of early-2026 developments in quantum manifold dynamics. While institutional research has recently gravitated toward "Entanglement Viscosity" and observable superfluid-to-insulator transitions, the USSM provided the foundational mechanical closure for these phenomena in late 2025. Core Contributions: The 10-Moment Structural Lock: A formal definition of the vacuum as a 10D viscous superfluid substrate, utilizing a six-component symmetric pressure tensor to account for internal shear within hidden dimensions. Derivation of the Santos Constant (\sigma \approx 0.007716): A first-principles derivation of the universal coupling coefficient based on the ratio of Metric Inflow (U) to Metric Sound Speed (c_s), now validated by 2026 institutional damping coefficient requirements. Resolution of Cosmological Tensions: Numerical mapping of the Milgrom Constant (a_0) and Metric Drift (85,500 PPM) as emergent properties of a 10D manifold under scale-contraction. Mechanical Validation: Provides the analytical framework for the 2026 experimental "standstill" observed in bilayer exciton systems, interpreting the transition as a predictable phase change within the metric lattice. By bridging the gap between independent scale-symmetry research and institutional superfluid thermodynamics, this work offers a unified predictive framework for the evolving understanding of vacuum resistance and metric fluid dynamics.