Simpson’s debut album, Ode to the Ghetto, includes production from J Dilla, as well as from Madlib and Black Milk; all three have been frequent collaborators of his. Along with Black Milk and the late Sean Price, Guilty Simpson formed one-third of the rap trio Random Axe. Simpson is also affiliated with the Detroit hip-hop collective Almighty Dreadnaughtz.