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The band originally debuted "Blind Leading the Blind" live in 2016 and initially recorded the song during their Delta studio sessions, produced by Paul Epworth at The Church Studios in London.
Marcus Mumford stated in the press release for the song that "Blind Leading the Blind has been a song we’ve had up our sleeves for some time, which ended up being a catalytic song for much of our work on Delta, its themes and feelings, but that we never got round to finishing in time to put it on the original release." It also stated that the band got "renewed focus" from receiving the John Steinbeck Award at San Jose State University and that the song touched "on subjects pertinent to Steinbeck’s extended literary works".
American author John Steinbeck’s work is a common influence for the band. The band’s songs "Dust Bowl Dance", "Timshel", and "Rose of Sharon" also reflect on Steinbeck’s works.
Music video
The "Blind Leading the Blind (Live from Austin City Limits)" music video was shot at Austin City Limits Music Festival Weekend One on 6 Aug 2019 and released on 25 Oct 2019. Another music video was released onto YouTube on 6 December 2019. Both videos were directed by Nick Davies, a previous collaborator of the band. Marcus Mumford said “Working with Nick Davies made the process of making this an absolute privilege. Given our long history of work together, it was a complete joy to be under his direction again. We wanted to access the nature of the song, including some of its anger, introspection and even self-flagellation. A drum kit and an old sweaty laundry in Bangkok while on tour provided all we needed.