Hybrid AI combines cloud and edge device processing, essential for scaling generative AI. It optimizes cost, energy, performance, privacy, security, and personalization. With on-device AI's advancements, applications like digital assistants and content creation can operate more efficiently and independently from the cloud. This approach is crucial as AI models grow smaller and devices more capable, supporting diverse applications across smartphones, PCs, vehicles, XR, and IoT. Hybrid AI enables powerful, tailored user experiences and is fundamental to the future expansion of generative AI.

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