"Inference requires infrastructure that is closer to users and more energy-efficient": Antimatter debuts global AI network built to bypass grid bottleneck with a 400,000 GPU roll out by 2030 across 1000 data centers
Antimatter targets growing inference demand with global rollout of modular data centers designed to operate where electricity supply is already available. [...]
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Nvidia-backed ThinkLabs AI raises $28 million to tackle a growing power grid crunch
ThinkLabs AI, a startup building artificial intelligence models that simulate the behavior of the electric grid, announced today that it has closed a $28 million Series A financing round led by Energy [...]
5% GPU utilization: The $401 billion AI infrastructure problem enterprises can't keep ignoring
For the last 24 months, one narrative justified every over-provisioned data center and bloated IT budget: the GPU scramble. Silicon was the new oil, and H100s traded like contraband. Reserve capacity [...]
FOMO is why enterprises pay for GPUs they don't use — and why prices keep climbing
Enterprises can't fix their GPU waste problem because the fix makes the problem worse. Releasing idle capacity would improve utilization, but the same shortage driving GPU prices up is exactly wh [...]