The whole point of science is that you continually revise and update your theory based on new facts you acquire. That was the big revolution in thinking that the Scientific Revolution brought, as opposed to the worshipping of "ancient, immutable knowledge" championed by religions and by the study of the classics.

I'm curious what's your beef here.