We present a simple model to study the statistical fluctuations of membranes containing active proteins. We show that the long-wavelenght limit of the shape fluctuation spectrum of active membranes diverges with a power law which is different from that of membranes in thermal equilibrium. This leads to a persistence length for active membranes which is much shorter than that of equilibrium membranes.