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Nvidia's Capex Intensity and Scalability in AI
How like capex intensive is developing chips that are well suited for AI versus other types of chips and then where do the improvements come from. Is it speed or scale given the data sets involved in the parallel processes that you described? Nvidia has a little bit of advantage to because it's affected the same architecture between data center and gaming so they've got other other volume effectively to sort of amortize some of those investments over.