HBM4

NVIDIA Rubin GPU the powerhouse: Architecture, HBM4, Performance and the Future of AI Inference

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NVIDIA Rubin AI platform rack-scale system with multiple GPU and networking modules in a dark data center environment.

NVIDIA Rubin GPU, the economics of artificial intelligence have reached an inflection point. As frontier reasoning models execute extended test-time compute loops, multi-agent frameworks run continuous tool-use pipelines, and video models generate massive contextual volumes, inference has surpassed training as the primary operational cost for AI enterprises. Running trillion-parameter architectures at production scale under older … Read more

NVIDIA AI Server Prices to Rise More Than 15% as Memory Crisis Deepens

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NVIDIA headquarters building and logo sign in Santa Clara, California

If you thought the race to build out AI data centers was already eye-wateringly expensive, things are about to get steeper. NVIDIA has reportedly started notifying its biggest customers that AI server systems shipping in early 2027 will see price hikes exceeding 15%. For massive infrastructure operators ordering thousands of accelerators at a time, this … Read more