A bizarre probability fact

This post discusses a surprising probability fact: sampling two random numbers between 0 and 1 and taking their maximum results in the same biased random number distribution as taking the square root of one of those numbers. By visualizing these values on a coordinate system, it becomes clear that both processes result in an identical cumulative distribution function.