To find what was already there and unknown to you. Discovery uncovers; it does not invent.
Latin discooperire, dis- (apart) plus cooperire (to cover over completely), from co- plus operire (to cover); to uncover what a covering had hidden.
The finding of what was already there and unknown until now. Discovery uncovers a fact that existed before anyone looked; it invents nothing.