No need for SF for this line of reasoning. You don't need to know anything about electricity, or physics, to turn on a light switch, or activate autopilot in a car. But a certain amount of understanding and craftsmanship is required to maintain things in working condition. If it's something discovered, you need a reverse-engineer the thing.