Don't Give Up (Peter Gabriel and Kate Bush song) Don't Give Up is a song written by English rock musician Peter Gabriel and recorded as a duet with Kate Bush for Gabriel's 1986 album So. The single version was released as the second single from the album in the UK in 1986 and fifth in the United States in 1987.