AC comes on randomly
Probably a problem with the control board on the AC unit.  If the AC unit comes on without a signal from the thermostat, there must be a short or something that is giving the AC unit the "turn on" signal.

Contact the company that installed the unit (if it's still under warranty), or your favorite HVAC company to come take a look.