I think it's well understood that a random number generator returns a stream of psuedo-random numbers (with even distribution). The stream can be seeded so a predictable stream can be generated. This is great for generating game levels and worlds which need to be the same each time. Famous example: Elite.
Truly random numbers would be arguably less useful.
Truly random numbers would be arguably less useful.