Yeah I thought this was a NN that could predict cat's behavior, but it's simply "is the cat there or not" which is pretty trivial by comparison. Even humans don't know if the cat actually wants to go out or just wants the human to open the door for no reason.
(that submission was originally this submission before the URL changed)