Academia reinforced this direction. Instruction-level parallelism research at Stanford and Berkeley treated speculation as the path forward. John Hennessy framed speculation as a way to increase performance without abandoning sequential programming. David Patterson articulated the “memory wall,” encouraging deeper caching and hierarchical storage.
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Last October, Nscale also signed an expanded deal with Microsoft to bring approximately 200,000 Nvidia GPUs to three data centers in Europe and one in the U.S., in collaboration with Dell.
and development e.g. related to scaling from Google and Meta