Non-equilibrium systems are characterized by their dynamic nature, where they are constantly exchanging energy or matter with their surroundings, leading to time-dependent behavior and evolution toward a steady state. These systems are crucial in understanding complex phenomena in fields ranging from thermodynamics to biological processes, as they often exhibit emergent properties not seen in equilibrium states.