Amazon is designing custom AI chips to power Alexa Plus and future mobile gadgets. These processors aim to reduce latency and lower costs for on-device intelligence. The move signals a shift toward vertical integration of silicon and software. Developers can expect faster, more responsive voice interactions across the Amazon hardware ecosystem.