Know-It-All decided to build a rocket and fly to the Moon together with the other shorties, after having an argument with the astronomer Glassy about whether life exists on the Moon or not. Before the flight, Dunno secretly stole the weightlessness device to test it on fish — and nearly drowned them in the river. Because of this, Know-All refused to take him along on the lunar expedition.