Non-Local Hyperviscous Regularization and Sobolev Norm Bounds for the 3D Incompressible Navier-Stokes Equations: A Classical Limit Approach

[Theoretical Research Manuscript / Millennium Prize Framework]This manuscript presents a rigorous classical approach to the global existence and smoothness of solutions to the 3D incompressible Navier-Stokes equations for smooth, divergence-free initial data. By embedding the classical system into a family of parameterized non-local hyperviscous equations governed by a fractional Laplacian operator, we derive uniform, global-in-time bounds on higher-order Sobolev norms H^s(T^3) for s ≥ 3. Using Littlewood-Paley dyadic decompositions and Bony paraproduct estimates, we demonstrate strong convergence to a smooth classical limit as the tracking regularization parameter relaxes, confirming that the classical equations preserve spatial smoothness globally in time without singular blow-ups. Pipeline Disclosure: Core theoretical architecture, hyperviscous bounding strategies, and PDE structural constraints designed by the human author. Initial technical organization compiled via Grok (xAI); rigorous trace consistency verification, embedding limits, and production-ready LaTeX typesetting finalized via Gemini (Google).