Mr. Dobbs' rants about illegal immigration over the past few years have made his head exploding while on television a distinct possibility, but few viewers were prepared for the shocking spectacle they witnessed Tuesday night.

During an interview with CNN's Anderson Cooper, Mr. Dobbs blamed illegal aliens for most of the ills of American society, including crime, leprosy,...