TIL If you take a dataset in 1,000 dimensions, and calculate the Euclidean distance between a point and its *nearest* neighbor, and then compare it to the distance to its *farthest* neighbor...

the difference approaches zero 😵

https://link.springer.com/chapter/10.1007/3-540-44503-X_27