Peridot does say they're designed to conquer other worlds. My current theory is that they won the war they were designed to fight. Not sure if their creators didn't make it that far, met some unfortunate fate afterward, or achieved a state where they no longer had to care, but they're probably not around anymore. Either way, it's mommy issues all the way down.