I think it depends on the medication -- they are not all the same. They alter your brain in some fashion, so stopping suddenly can have a bad effect.

I worked as sort of a lab assistant once while doing trials of Xanax -- fairly high doses. One person stopped suddenly and had to be hospitalized because of seizures. Not a good thing to do with that medication.