You still had to file taxes, though, so they would know about your income, if only a year behind. I read somewhere that tax withholding only started during WWII (and it was supposed to be temporary). It's really the withholding that would give the IRS the information needed to file your taxes in advance, so it's only a fairly recent possibility.
