"Dumb It Down" is the street single off of Lupe Fiasco's sophomore album, The Cool. The track features GemStones and Graham Burris, whom is a part of Matthew Santos' band. It was released as a digital download B-side to Superstar. A black & white music video was released soon after the release of the song.