After the departure of drummer Jeremy Lutito and bassist Landon Ihde in the spring of 2005, Jetpack was offered an opportunity to shoot a video for a song on The Art of Building A Moat entitled "Mathematics."
In the fall of 2006, the band headed into the studio in between stints on the road to begin recording The Mezzanine.