"Random" was poor wording on my part. What the exponential distribution means is that bus arrivals are completely independent. The time since the last bus came

"Random" was poor wording on my part. What the exponential distribution means is that bus arrivals are completely independent. The time since the last bus came doesn't affect the probability that a bus will come anytime soon.