The technological innovation often used in autonomous vehicles is machine learning combined with computer vision. Machine learning algorithms enable vehicles to interpret data from sensors and cameras, allowing them to identify objects, make decisions, and navigate safely. This sophisticated technology helps autonomous systems adapt to various driving conditions, enhancing safety and efficiency while reducing reliance on human drivers.