It used to be ultra-cheap, ultra-small (in all dimensions, not just thickness), underpowered machine running Linux that had just enough oomph to do some basic surfing and e-mail. It was the laptop you brought with you when you didn't want to risk your real laptop. The early eeePC was a perfect example.

Now it's a Chromebook which is pretty much a laptop by another name.