Gradient theory has been successful in interpreting a variety of physical processes ranging from diffusion and chemical reactions to deformation and fracture phenomena. The theories of spinodal decomposition, dislocation patterning, gradient elasticity and gradient plasticity are special examples. After reviewing these advances, the extensions of gradient theory to model other phenomena across the scale spectrum are discussed. These include examples ranging from nanoscales and below to astroscales and beyond.