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The article explores the current supply and demand landscape for NVIDIA H100 graphics processing units (GPUs), which play a crucial role in various AI and machine learning applications. Recently, the demand for these GPUs has surged, driven by their increasing importance in high-performance computing. However, supply chain issues and limited production capabilities have led to a significant shortage in availability. The article also discusses future market predictions and the potential impacts on AI technology advancement. As more companies invest in AI, there will be a pressing need for continued innovations in GPU production to meet the rising demand for these essential resources. Additionally, potential solutions are mentioned to increase GPU accessibility for a wider range of users, both individual and institutional.