It was released on September 23, 2014, to accommodate the delay of the band's debut studio album, Living Room (2015).

The EP produced the sole single "Infinity", which received praise from critics and commercial success.

Following the commercial success of AJR's 2013 extended play 6foot1, the band signed with Warner Music Group to release an album.

[8] The song was picked as a single to contrast their previous single "I'm Ready", with band member Adam Met stating "we didn't want something that sounded exactly the same, and we didn't want to, kind of, pigeonhole ourselves into just doing that very specific kind of music" in an interview with Niagra Frontier Publications.

[11] The video cuts between the band performing the song in a solid white room and illustrations of positive and negative relationship aspects.