The Flaming Lips returned to The Late Show Thursday to perform "There Should Be Unicorns," a track off the group's latest LP Oczy Mlody.
This article originally appeared on www.rollingstone.com: See Flaming Lips’ Trippy ‘There Should Be Unicorns’ on ‘Colbert’