In the live performance of "Young Liars" on Letterman dated January 1, 2011, TV on the Radio was riding the momentum of their critically acclaimed album "Dear Science," released in 2008. This album showcased the band's unique blend of rock, jazz, and electronic elements, ultimately earning a Grammy nomination. The live performance highlights their dynamic sound and stage presence, particularly compelling given that "Young Liars" is a track that originally appeared on their 2003 EP of the same name, demonstrating their ability to captivate audiences with both older and newer material. At this point in their career, TV on the Radio had gained significant recognition, with their music being praised for its innovation and depth, which is evident from the energetic and artistic performance seen in the Letterman appearance. This period marks a high point for the band, solidifying their place in the indie rock landscape.