Squirrel Eiserloh compares random number generators and noise functions. He does a great job summarizing the pros/cons of each and then shows how the noise functions can replace random number generators and then provide many other benefits (unordered access, better reseeding, record/playback, network loss tolerance, lock-free parallelization, etc) while often being smaller and faster than traditional random number generation.