Laptop shuts down randomly (like every 8-10 hours)

"This is a stab in the dark, really, but is it possible that your laptop is overheating? The reported event could be an attempt to keep the processor from overheating.

Can you give some more detail as to what happens when it shuts down? Does it shut down normally or does it immediately power off?"