My smoke alarm is going off, but I don’t see anything. Should I bother calling the fire department?

Yes, after assuring safe evacuation. Smoke alarms are sensitive to products of combustion in sizes and amounts often not seen by the human eye. That is why they work so well. Never hesitate to call.