"Away From Keyboard". Commonly used on MSN/AIM or while roleplaying. Instead of setting status on MSN to "Away" they put "AFK" in their name. Also used when leaving your computer on over night.
"Kay. I'll be AFK for a while."
"Alright, talk to you later dude."