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AI Progress: Chip Speed and Training Efficiency
Discussion on the advancements in chip speed over the years and the ongoing improvements in training efficiency for language and vision models through algorithmic progress. Examining the impacts of compute scaling on these advancements and the technical limitations surrounding scaling clusters for AI algorithms.