In simulation we often want computers to generate "random " numbers that are independent and have a known distribution. This is not so easy as it seems. We give some examples where the "random " numbers turned out to be not so random as expected, with potentially disastrous results. To summarise, it is easy to produce random numbers when you don't want to, but not so easy when you do.