Consider an ergodic $M / M / s$ queue in steady state (that is, after a long time) and argue that the number presently in the system is independent of the sequence of past departure times. That is, for instance, knowing that there have been departures $2,3,5$, and 10 time units ago does not affect the distribution of the number presently in the system.