At the beginning of the video, the horizontal disk should not spin until after the gears are added (my mistake). It gives a false impression as if the horizontal disc will rotate if you spin the vertical disc, but that is NOT how it works — you need 3:1 gear set for horizontal disk to spin (as shown later in the video).

N40 or higher grade Neodymium permanent magnets are preferred