Only time will tell. But I wouldn't be in a hurry to bet against them. AMD have been overcoming long odds for a long time, and I'm sure a lot of people expected Intel to beat them up and take their lunch money.
To be fair though, I'm a bit biased, as I've been running AMD chips (not exclusively mind you) since my first PC which was built on an AMD 386DX-40 CPU.