This paper discusses how stereotypes and perception often lead to false accusations and injustice in a penal system. It explores the impact of stereotypes on African Americans, Latinos, and poor whites, and how they are often harshly convicted based on stereotypes. The paper also discusses how stereotypes can result in reasonably accurate convictions in some cases.