So yes, you not only have to save the money. You need to invest it.
I was not going into explicit detail, but pontificating on the idea of saving as opposed to spending.
With that said, one of my banks offered me a 3.00% APY on a CD the other day. Still not really enough for me. I would prefer to throw the money in index funds and wait longer.