Boolean Difference isn't working.

I’m trying to cut out extruded meshed letters from a cube. I was able to do it yesterday. But now I can’t do it and can’t figure out what I am doing wrong.

Screen shot:

Blend file link:
http://www.pasteall.org/blend/19707

Apply the modifier or hide the letter object


Oh, so simple. Thanks.