I think two of the biggest falsehoods many people seem to believe about finances is that one, you don't want to move up in tax brackets because then you will suddenly be making less money. And two, that somehow businesses and business owners can just "write off" expenses so that those expenses don't actually cost them any money.
There are a few edge cases where these can be technically true but they are rare and limited in scope and magnitude.