This is the only Samurai Jack episode to have exactly one speaking part which is X9.
Several of the scientists are similar in appearance to fictional evil scientists including Dr. Ivo "Eggman" Robotnik from the Sonic the Hedgehog franchise, Dr. Wily from the Megaman franchise and Dr. Forrester from Mystery Science Theater 3000.