What is silly is saying that everything is possible until proven otherwise. It's possible when it's discovered, otherwise it's not.
It's much more open-ended to say the opposite; that it's possible until it's proven not to be.
Much of our knowledge was discovered or formulated either because a person didn't know it "wasn't possible" or in defiance of consensus.