do graphic cards just die all of sudden?
Yes. Things just break all the time with no warning. Your car, your health, your computer.
I hear people tell me all the time "It was working yesterday". It's becoming comical.
Malenko is probably right, your getting some beep warnings that your video cable, card or something may be lose.