Late-stage development is underway for new AirPods featuring built-in cameras. This hardware pivot marks Apple's first wearable specifically designed for the AI era. The integration enables visual data capture for real-time processing. Developers should expect new multimodal inputs that bridge the gap between audio assistants and computer vision on the go.