No, variable speed air conditioners/heat pumps do not run all the time. They adjust their speed and operation based on the cooling/heating demands of the space. During mild weather or when the cooling/heating load is low, variable speed AC/HPs can operate at lower speeds or cycle on and off as needed to maintain the desired temperature.