Colder is actually better and more fun. You see, the theoretical lower limit for how much energy your super-computer takes to run is given by temperature, and thus on a larger scale by the temperature of the background radiation in your part of the cosmos. See https://en.wikipedia.org/wiki/Landauer%27s_principle