I have an old Dell Latitude D600 using USB boot Ubuntu 12.10. When booting, it said that I have the wrong kernal for my CPU. Very odd, Ubuntu 11.10 was working just fine. I tried the 12.10 on another PC (newer Dell), and it works. Not sure what is going on here.
Please see the first answer here. It explains the problem and offers 3 different solutions!