Birth of a Notion is one of three shorts that had been scheduled for direction by Bob Clampett before he left Warner Bros. Cartoons; the other two were Bacall to Arms and The Goofy Gophers, both of which were finished by Arthur Davis. Mel Blanc voiced Daffy Duck, Leopold and Joe Besser Duck, while uncredited Stan Freberg voiced the mad scientist.