Computers were used to model mechanistic, “deterministic” systems, not evolutionary ones, because it was suspected, without much thought, that evolutionary systems were simply not understandable. New discoveries, however, suggest that just a few simple organizing principles can lead to wildly diverse self-organizing structures.