The band has finished shooting the video for the song Supernatural Serious. R.E.M. will release their disc, Accelerate, on April 1 in collaboration with Warner Bros. The video for Supernatural Serious was shot on January 21 in a New York sex shop and a neighbouring restaurant. The Italian restaurant Inoteca was used, and the name of the shop is Babeland.
During filming, the establishments remained open, allowing clients to watch the band at work.