The Chemical Brothers song is the official song for cycling events. It's part of the "Rock the Games" initiative, that is putting music in all aspects of the Olympics.
http://www.reuters.com/article/2012/...8HR4OY20120627
As for Underworld music, I heard that as the Olympic torch enters the stadium, Two Months Off will play.