This document summarizes research on non-equilibrium phases in coupled matter-light systems. It discusses how coupling many atoms to light can lead to superradiance, both dynamically and in steady states. It reviews the Dicke model and equilibrium superradiance transition. It also discusses ways to realize a Dicke phase transition by considering interpretations in different gauges, circuit QED systems, grand canonical ensembles, incoherent pumping, and dissociating coupling parameters. The talk outlines further discussion of dynamics in generalized Dicke models and the Jaynes-Cummings Hubbard model.