There are plenty of things that are random, that are not uniformly random. The hardware RNGs that are used for physically based RNG are not uniform, including the great lava lamp wall or geiger counters, etc.

The problem is if you are doing something that requires uniform random values, and your random source is not uniform, then things will go wrong.