I will discuss the theoretical motivations for permanent EDM searches, as well as the theoretical interpretation of existing experimental limits in neutrons, atoms, and molecules, and I will examine how such limits combine to refine the possible TeV-scale landscape of CP violation from physics beyond the Standard Model.