The detection of incoming aircraft by sound has long been considered imprecise and impractical. That is, until Ukrainian nerds looked at the ancient technology and saw an opportunity to match it to artificial intelligence. A number of startups have now developed acoustic systems that can successfully detect incoming drones, missiles, and aircraft, and determine their heading, allowing defenders to either neutralise the threat or run for shelter.