About What You Know Is the title of a debut album by Sheffield band Little Man Tate. It was released on both standard CD version, plus Limited Edition CD/DVD version, and a Limited Edition heavy yellow vinyl of which there will only be 1000 copies. The album was released on January 29 2007, one week after their latest single Sexy In Latin.