Just gave it a go and it worked beautifully. Generate a test, setup your steps and assertions using Markdown (much better than writing out the HTML tables manually!) and load up the runner.
Awesome, acceptance testing in Rails just got a whole lot easier. I've always considered Rails' concept of "functional" tests as nothing more than unit tests for individual controller actions, so this really fills a vital gap I feel.