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This article discusses the current state of AI technology and how it is being used in various industries. It also talks about NVIDIA’s role in the AI industry, such as its Hopper and Ampere GPU architecture, RTX/DLSS ecosystem, and partnerships with MediaTek. NVIDIA is helping to drive the generational transition of CSPs, enabling enterprises to adopt generative AI, and providing acceleration stacks and ecosystems to help with robotics and industrial digitalization.