People confront and solve such paradoxes every day, but once in a while the paradox creates tough ceilings that will yield only to truly transformative change. It is rarely obvious what to do, let alone how to do it, and as a society approaches one of these ceilings a kind of race begins between development and collapse. Societies rarely—perhaps never—simply get stuck at a ceiling and stagnate, their social development unchanging for centuries. Rather, if they do not figure out how to smash the ceiling, their problems spiral out of control. Some or all of what I have called the five horsemen of the apocalypse break loose, and famine, disease, migration, and state collapse—particularly if they coincide with an episode of climate change—will drive development down, sometimes for centuries, even into a dark age.