In the week after CBS/Paramount cancelling "The Late Show," Stephen Colbert repeatedly hit back — with backup from his rivals and David Letterman.

On July 17, Colbert announced that his contract would not be renewed and that CBS would shut down the entire Late Show in May. This came three days after the 61-year-old host used his monologue to ...