Irrational Games is working on a new Bioshock game, here's a trailer:

Set in 1912, BioShock Infinite is no longer set in Rapture – the US City of Columbia floats on airships, buildings in the sky! It moves from country to country, a beacon of American endeavour, before something goes horribly wrong.

It'll be available for PC, PS3 and Xbox 360.