On August 4, 2026, the U.S. National Science Foundation launched a $100 million program to fund up to 10 regional AI infrastructure hubs, partnering with tech giants like NVIDIA, AMD, Intel, and Dell. In parallel, New York Governor Kathy Hochul announced that the $40 million NVIDIA-powered Empire AI Beta supercomputer is online at the University at Buffalo. Delivering an 11-fold increase in training capacity, the system has over 300 queued projects, serving as a model for the federal regional hub initiative.
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