If verifying the game cache doesn't work, then try dusting your computer.
So far i've...
< Restarted the computer
< Reinstalled all my games
< Reinstalled steam itself and DL all my games
< Opened my laptop and clean that motherloving dust collector all the way down to the cooling fan
< did what boink just said
And none worked