A new pyramid-like shape always lands the same side up

Math has a PR problem. The weight being non-uniform makes this a little unsurprising to a non-mathematician, it's a bit like a wire "sphere" with a weight attached on one side, but a low poly version. Giving it a "skin" would make this look more impressive.

It appears unsurprising because it is unsurprising.