In this talk, we shall study certain aspects of the long term behavior of stationary Gaussian process through building polynomials on the unit circle.  No prior knowledge of, or familiarity with, Gaussian processes are required to understand this talk.  Joint work with Naomi Feldheim, Ohad Feldheim, Fedor Nazarov, and Shahaf Nitzan.