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GPU Infrastructure

591 summarised stories about GPU Infrastructure, each linking back to the original source. Browse all topics →

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Thursday, 24 September 2026

The Energy Department to spend nearly $2 billion to squeeze more power from the aging U.S. grid

Fortune 33

The U.S. Energy Department planned to award nearly $2 billion in grants to add capacity and reliability to the aging grid amid rising electricity demand tied to AI data centers. It will fund 31 projects across 26 states expected to deliver more than 23 gigawatts of additional capacity, enough for about 16 million homes. The effort will expand real-time monitoring and grid rerouting over thousands of miles of transmission lines, aiming to improve reliability and reduce costs for around 100 million Americans.

Nscale wants a $35 billion valuation. Nvidia is helping foot the bill

Fortune 40 ● 7 sources

Nscale, a Nvidia-backed company building and renting AI-ready data center capacity, filed for a New York IPO with a target valuation of up to $35 billion while reporting a $1.02 billion net loss in the six months to June 30, 2026. Nvidia is backing the deal with a Sept. 15 $3.1 billion financing round that includes $1 billion in convertible notes or non-voting shares. The reliance on Nvidia funding and guarantees shifts the story from an IPO filing to a test of whether the AI infrastructure market’s demand is real or largely supported by circular financing arrangements.

Oracle sends force majeure notice on its New Mexico Stargate data center

TechCrunch 4 weeks ago 35

Oracle sent a force majeure notice to the developer of its Project Jupiter Stargate data center campus in New Mexico. The notice would allow delayed payments if the facility misses its 2028 go-live target. Energy and permitting setbacks tied to the site’s fuel supply increase pressure on the project’s timeline and payment schedule despite Oracle saying it expects to stay on schedule.

Why AI infrastructure is more than “more GPUs” (long-running agents)

YouTube 4 weeks ago 18 ● 6 sources

CoreWeave EVP Chen Goldberg says long-running AI agents change infrastructure from scaling GPU count to making reliability, latency, security, orchestration, storage, networking, cooling, and power work together. The infrastructure must act “like one enormous computer.” As a result, teams need integrated management across those layers rather than treating GPUs as the only bottleneck.

Google's first Suncatcher orbital data center test launches October 1

Ars Technica 4 weeks ago 11 ● 4 sources

Google is launching its first Project Suncatcher experimental satellite, called MVP, to validate its orbital AI data center concept. The satellite will launch on October 1 and carries four custom Google TPU AI accelerators. The test shifts from planning toward on-orbit validation using about 1 kilowatt of solar power, with future constellation plans accelerated beyond the original 2027 timeline.

How Open Science Can Help Researchers Prepare for the Next Pandemic

NVIDIA Blog 4 weeks ago 44

Open science groups led by NVIDIA released predicted 3D structures for protein complexes from over 2,800 viruses in the AlphaFold Database. The dataset adds structures inferred by AlphaFold2 at scale, using NVIDIA BioNeMo Inference Runtime. Researchers can access the data and NVIDIA’s BioNeMo Structure Prediction Pipeline to predict and verify viral complex structures faster, improving pandemic readiness.

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