> The proof relies on a curious fact about high-dimensional geometry, which is that randomly distributed points placed on the surface of a sphere are almost all a full diameter away from each other.
That should be √2 × radius.
Looking out from the North Pole of hypersphere, almost all points lie near the equator, not the South Pole.