The bigger point is that all of these thing go throug proper testing (double blind, phase 3 etc) and this bigger system does catch them before we just call them facts and unleash them. We are testing them and figuring it out, it's just complex and hard.
Same with the search for the Higs Bosen. We're pretty sure it's there, it seems like we even have a bead on it now, but we're still searching and testing big ranges and it takes time. I'm not sure you can just come up with a new way of reasoning to find it.
But of course you are welcome to try, just don't tell everyone else they are wasting their time while you are trying, because you might be wrong and wasting your time.