Folks are likely to recognize Bailey from his days as host of the Emmy Award-winning game show Cash Cab – yes, he is a licensed taxi drive in New York City – or his various appearances on 30 Rock, MADtv, and Comedy Central. Bailey also co-hosts a YouTube show called "The Big News Show".