Quick fanboy bit here, just for the benefit of Google.
There are three significant fonts in Brick, and I accidentally discovered all three of them in separate places. The block title on the posters is in Font Bureau’s Giza. The title that zooms away after the cold open is Todd Bushman’s Cipher. The front of the party invitation is MillaN’s Sand.