"Attention Dimension" includes collaborations from friends and former bandmates like Alain Johannes, Natasha Shneider, Flea, Eddie Vedder, Stone Gossard, Jeff Ament, and Les Claypool.Vedder contributed vocals to a cover of Pink Floyd's "Shine On You Crazy Diamond".