In this report co-authored by Dell and Deloitte, the focus is on the transformative value of AI PCs and the emerging shift of Generative AI workloads from cloud to on-device computing. The document highlights how rapid advancements in AI chip technology, exemplified by Dell’s latest PC lineup featuring Intel Core Ultra and AMD Ryzen processors, enable efficient local execution of complex models like LLMs. It explains that AI PCs offer enterprises significant benefits, including enhanced productivity through specialized AI processing units (NPUs), reduced security risks via on-device data handling, and improved energy efficiency. The report advocates for a Hybrid AI approach, integrating cloud, on-premises, and edge capabilities, emphasizing its potential for substantial long-term cost savi

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