Uh, Edison, Einstein, and Gallileo are all dead. I doubt that I'll be conversing with any of them anytime soon.
Each of the men you reference were addressing the world that we live in. The fact that the organized religions of their day were mistakenly brazen enough to claim divine knowledge of the real world (when nothing could be further from the truth) was a mistake on the part of religion - not science. As science observes the world around us, it will, inevitably look for evidence as to the beginning of universe. It will find evidence that will be interpreted as it arises, and if enough evidence becomes available to reach a conclusion that approaches certainty, it will be embraced as such. Well - some will refuse to embrace it - due to an amazing ability to intentionally misunderstand what is in front of them.
IF - and that is a HUGE if - a creationist ever discovers evidence that a supernatural being snapped his fingers and put the ball in motion, science will then address said evidence. Since none is forthcoming, science will turn a deaf ear to such myths - just as it has never put together a concerted effort to hunt for the remains of Paul Bunyan and his Blue Ox, Babe.
Thanks,
TVOR