When the story ain't funny enough: dump it. When there ain't enough funny stuff: junk it. If you want the show to be good then go on and dump all that stuff.
The segment title is a reference to the I Think You Should Leave sketch “Baby of the Year” from Season 1, Episode 1.
The segment's intro music, performed by Andrew, is based on The Pointer Sisters' song Jump (For My Love).