Tesla Is Teaching Cars to Listen for Factory Defects

Tesla is developing Full Self-Hearing, an AI system that detects manufacturing defects by listening for subtle sounds like rattles, squeaks, and assembly issues. The audio-based neural network is designed to work with cabin microphones and autonomous end-of-line driving to improve quality control and reduce manual inspections.

Catching defects earlier could improve vehicle quality, reduce production costs, and support Tesla’s push toward more automated manufacturing.

My car hears a tiny rattle before I do… meanwhile I’m still trying to figure out where that mystery squeak in my house is coming from.🔊⚡