Nvidia has recently spotlighted AI PCs with the launch of its RTX Spark chip, aimed at integrating artificial intelligence capabilities directly into personal computers. This innovation allows devices to process AI tasks locally, reducing reliance on cloud services. HP reported that AI PCs constituted 44% of its shipments in the second quarter of 2023, reflecting a growing trend, while Dell noted a slower-than-expected demand for AI devices. The technology behind AI PCs includes neural processing units (NPUs) that work alongside traditional processors to enhance performance. Despite the promising advancements, the market faces challenges such as memory chip shortages and rising costs, which could lead to a decline in global PC shipments by 2026. Additionally, concerns over privacy have emerged with features like Microsoft's 'recall', which tracks user activity, prompting a cautious approach to AI integration in personal devices. As AI continues to influence computing, companies are hopeful that these advancements will attract consumers increasingly reliant on generative AI for everyday tasks.