Will difficulty rise so quickly that single GPU miner's like me will have no profit all?
I would certainly expect so.
A more interesting question is: "How long until the fastest and most efficient ASIC today are no longer profitable to run?
I'd guess less than 5 years.
5 year... yeah, no.