> it forces you to actually start _paying attention_ to what goes in.

Anecdotally, merely recording calories had a big impact. I found myself treating calories as if I were frugally spending money: "Wait, X has a a terrible pleasure/satiety per calorie compared to Y, that's a bad deal, I'd be wasting calories."