The Navier-Stokes equations continue to present us with challenges and questions that bridge areas of partial differential equations, harmonic analysis and probability theory. In this talk, I will illustrate some of these connections and challenges in the context of the linearized Stokes equations. This represents joint ongoing work with Ron Guenther, Ed Waymire and Larry Chen.