I've tried running wallboards on three seperate machines and 4 seperate browsers, I get the black background fine, but the activity stream wallboard plug in just comes up blank white and the twitter wallboard gadget is just a loading screen.
Haven't tried any other gadgets but pretty sure they'll probably not work. I'm using OnDemand.