Epidemics, wars, and quakes are distributed with long tails, so that most of the expected harm from such events are in the largest possible events. Most who are expected to die in epidemics die in events that kill much of the population. These long tail disasters plausibly embody existential risk – a risk to the existence of civilization and humanity.