Apple is developing augmented reality glasses to integrate Siri into a wearable form factor. Meanwhile, Nvidia targets the Windows PC market with specialized AI hardware for local processing. These shifts move intelligence from the cloud to the edge. Developers should prepare for a surge in low-latency, on-device AI application requirements.