Eh, it's not as wild as it sounds, especially if you're playing against other people. It doesn't help you at all early game, since your economy can't handle even a few modern military. Which basically means you need a good economic engine, and a good military research set before you get to industrial.That's still pretty broken, since my armies in Civ don't tend to be that big. They don't need to be in order to crush the AI.
For me, I've tested it and you basically need to build heavy commercial, beeline Man-At-Arms, then industrial zones. You can be about a tech level above the AI this way, but you're likely to be even with humans, which means unit volume is what matters.