Most of the time multitasking is an illusion. You think you are multitasking, but in reality you're actually wasting time switching from one task to another.
Certain tasks become automatic and don't require your attention, like walking or driving, so that you can easily carry on a complicated conversation while driving. But you probably wouldn't be able to do this if you just learned how to drive.