Large systems of statistical physics often display properties that are independent of particulars that characterize their microscopic components. Universal dynamical patterns are manifested by the presence of scaling laws, which provides a common insight into governing physics of processes as vastly diverse as, e.g., growth of geological formations and processes underlying social patterns. Here, the author provides highlights from this vibrant arena of interdisciplinary research and suggests that times call for augmenting undergraduate physics curriculum. (Contains 10 figures.)