Why wouldn't we? I mean people used to think you'd fall off the Earth if you went out far enough and look at us now!
I say that because I hear too many scientists saying we can't do this, we can't do that, etc. Plus, to get past the oort cloud in a reasonable amount of time would be "too costly". Nobody wants to spend the money to get there.