Watch the episode here.
I am definitely looking forward to this game. While I think it would be interesting if Columbia was the inspiration for Andrew Ryan's Rapture, this really doesn't need to be in the same timeline let alone universe as the events of Bioshock. I do hope there are horror elements though, at least in some areas. I'd give anything to see that demo.
Anyway. Great video.