Forecasts predicting the total number of deaths from COVID-19 may be wildly inaccurate because we do not know key information about the virus. This includes how many people have had it, whether people who recover will develop lasting antibodies to protect from it, how well people are observing social distancing measures—and how long they will be willing to do it for.