Dumb detectors can have the same problems. I'm not sure if they get contaminated or suffer some kind of other breakdown, but I had to switch out two smoke detectors in recent time due to their propensity for going off on a whim. Of course, normal smoke detectors don't come with the Nest's hefty price tag...