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Generative AI is gaining wider adoption, particularly in business. Walmart recently announced that it is rolling-out a gen AI app to 50,000 non-store employees. This is driving demand for graphical processing units (GPUs) needed to train powerful deep learning models. Nvidia, the dominant supplier of these GPUs, announced eye-popping earnings for their most recent quarter. Start-ups and investors are taking extraordinary measures to obtain these chips.