I'd guess everything the Chromebooks can do. Which essentially means: run Chrome. They're meant to be (rather exclusively) always-connected devices, and not for heavy offline use. And you can run VLC if/when they target NaCl.

That said, I don't have a Chromebook, and haven't watched the changes for a while. Anyone have a link or something handy for what they're up to lately?