What do you mean by "base hypothesis" or "alternate hypothesis"? Those aren't real terms in hypothesis testing. I think you might want to do some reading on Bayesian reasoning, and its relationship to Occam's razor.

Those are not highfalutin technical terms, just casual everyday language. Stop waffling and tell me what this theory is that I'm a brainwashed sheep for not believing!