Not necessarily.Aspirin yes, paracetamol no.Some medicine also just becomes less effective, not more dangerous.
Surely it'd be less effective since some of the molecules or whatever have broken down into (hopefully) less poisonous molecules?
Less poisonous. Its purpose is to be poison.