This is precisely Godel's theorem. I say "any demonstration is obvious once you know how to demonstrate it". I claim that mathematics are obvious. The reason for that, the reason why mathematics are so easy compared to physics, is that in mathematics, one knows what one is talking about. There are definitions. In physics, we can only applies clever ideas to model reality.
I actually went through Godel's demonstration. Several times.

It's technical, but one can understand every single step.
Now one can understand Godel's argument without understanding the technical demonstration. Actually, I would probably never have undestood the technical part of it, without the first section of the article, where he explains the "lier paradox" thing. Even though, of course, I had already heard it somewhere else, would it just be in the beginning of my book where Godel's article is reprinted