Yes, right, intercooler is for making air cooler before it enters engine combustion chamber. And because the cool air is more dense, it contains more oxygen per weight per given air volume (kg/m3). And other gases too the air contains (mostly Nitrogen) ofcourse, but as those gases do not support...