I will discuss how spatio-temporal optical vortex (STOV) formation and propagation is a universal and governing feature of self-focusing collapse and filamentation. In particular, experiments and simulations will be presented illustrating the essential role of STOVs in femtosecond filamentation in gases and in relativistic filamentation in plasmas.