There are asymmetric costs with smoke detector failure. A poor false positive and you are awoken in the middle of the night. A poor false negative and very well could be dead.
Because the detectors aren't perfect, you want it to make one of these errors much more often than the other.
Because the detectors aren't perfect, you want it to make one of these errors much more often than the other.