The live recording of "Machine Gun," performed on March 25, 1970, at the Fillmore East, took place during a significant phase in Jimi Hendrix's career. This performance was part of his Band of Gypsys project, which marked a departure from his previous Experience era. The "Band of Gypsys" album, released on the same day as the recording, was a live album that showcased Hendrix's versatility and innovation, featuring a blend of rock, blues, and funk influences. This period was notable for Hendrix as he was exploring new musical directions, incorporating socio-political themes into his lyrics, and working with Billy Cox and Buddy Miles in the band. "Machine Gun" is particularly recognized for its emotional intensity and raw expression, reflecting the social turmoil of the era, and stands as a pivotal moment in Hendrix's artistic evolution, illustrating his mastery of guitar and innovative approach to live performance.