Three of the largest and deadliest earthquakes in recent history occurred where earthquake hazard maps didn’t predict massive quakes. Scientists have recently studied the reasons for the maps’ failure to forecast these quakes. They also explored ways to improve the maps. Developing better hazard maps and alerting people to their limitations could potentially save lives and money in areas such as the New Madrid, Missouri fault zone.