[1] The production on the album was handled by multiple producers including Mark Ronson, Cool & Dre, the Neptunes, J.U.S.T.I.C.E.

The album also features guest appearances by Lady Gaga, Gucci Mane, J. Cole, Pharrell Williams and Jazmine Sullivan among others.

Attention Deficit was supported by three singles: "Chillin", "World Tour" and "Pretty Girls".

The album's third single "Pretty Girls" featuring Gucci Mane and Weensey (of Backyard Band), was released on October 6, 2009.

[5] Attention Deficit debuted at number 21 on the US Billboard 200 chart, selling 28,000 copies in its first week.