I think people are usually just talking about the 'cartoons' that are meant for children, not animated shows in general.
There's a shitload of animated shows meant for adults, Futurama, Archer, Metalocalypse, Simpsons, King of the Hill, Beavis and Butthead, Regular Show etc.