Data Centers - News Articles

Siemens Says Digital Twins Can Cut AI Data Center Build Time 40%

Oct 15, 2026

The Deep View

Nvidia partners with Siemens to build AI data centers using digital twins, virtual replicas that let engineers simulate facilities before construction. Siemens' Ales Alajbegovic says digital twins can improve time-to-token, breaking ground to first useful AI query, by roughly 40%. Nvidia estimates well over 100 projects are underway globally as demand strains capacity.

Data Centers Business

NVIDIA Open Sources Full Run:ai Platform Inside Its DSX AI Factory

Oct 14, 2026

NVIDIA Technical Blog

NVIDIA releases the full Run:ai platform as open source software inside its DSX AI Factory Platform, including KAI Scheduler, GPU Fractioning Operator, KAI Resource Management, and Workload Map. The company says KAI Scheduler ships under Apache 2.0 via CNCF, and GPU Fractioning Operator uses CUDA 13.4 native fractioning. Crusoe, Mirantis, Nebius, and Rafay are among eight partners integrating it.

Cloud Computing Open Source Data Centers

Microsoft Says Maia 300 Delivers 40 Percent More Tokens per Megawatt in 2027

Oct 13, 2026

The Official Microsoft Blog

Microsoft says Azure Maia 200 now serves Copilot production workloads and that it will scale the Maia family to multi-gigawatt deployments starting in 2027. Scott Guthrie claims Maia 300, due in production that year, delivers 40 percent more tokens per megawatt than leading GPU systems across 96 accelerators per rack.

Hardware Data Centers

Meta Says Muse Wonder Leads Agent Tasks, Full Model Needs Muse Code Subscription

Oct 13, 2026

Meta AI Research

Meta releases Muse Wonder and Muse Wonder Full, two models it says lead on personal and professional agent tasks. Muse Wonder is available through the Meta Model API and Muse Code; Muse Wonder Full requires a Muse Code subscription. Meta says both were trained at its gigawatt-scale Prometheus data center.

Foundation Models Agents Data Centers

NVIDIA Releases AI Cluster Runtime AICR v1.0 for GPU Kubernetes Clusters

Oct 07, 2026

NVIDIA Technical Blog

NVIDIA ships version 1.0 of its AI Cluster Runtime, an open-source tool that pins compatible component versions for GPU-accelerated Kubernetes clusters. The release locks the CLI, REST API, Go SDK, bundle layout, and artifact schemas under a compatibility contract with merge-blocking checks. More than 100 people contribute, and integrations exist with Pulumi Labs and Mirantis's k0rdent.

Coding & Developer Tools Open Source Data Centers

AI21 Deploys Kueue Scheduling on 10,000-GPU GKE Cluster, Cutting Hero-Job Starvation to 12 Hours

Oct 05, 2026

AI21

AI21 deploys Kueue automated scheduling across its roughly 10,000-GPU Google Kubernetes Engine cluster, cutting average hero-job starvation from 72 hours to 12 hours while Admission Fair Sharing prioritizes teams with fewer historical chip-hours.

Data Centers Enterprise Cloud Computing

Amazon Pledges $1 Billion for Data-Center Communities, Ends Government NDAs

Oct 05, 2026

Amazon News

Amazon launches its Built Together framework, pledging more than $1 billion over five years to U.S. data-center communities while ending government-agency NDAs and committing to annual public disclosures on energy, water and carbon-free power.

Data Centers Climate & Environment Labor & Jobs Public Sector

Amazon Unveils $1 Billion Community Fund as AWS CEO Warns Data-Center Moratoriums Threaten US AI Lead

Oct 05, 2026

The Deep View

Amazon launches the $1 billion, five-year Built Together fund for data-center communities, offering free training for electricians, HVAC technicians, fiber-optic workers and IT roles as AWS CEO Matt Garman warns state data-center moratoriums could undermine the U.S. AI lead.

Data Centers Labor & Jobs Regulation

Amazon Launches $1 Billion Community Investment Plan as AWS CEO Opposes Data-Center Moratoriums

Oct 05, 2026

The Deep View

Amazon launches its $1 billion, five-year Built Together plan for data-center host communities as AWS CEO Matt Garman warns state moratoriums could damage U.S. AI competitiveness for generations, funding free community college and training for electricians, HVAC specialists, fiber opticians and IT workers.

Data Centers Labor & Jobs Education Geopolitics

Anthropic IPO Filing Eyes $2 Trillion-Plus Valuation Despite $42 Billion Annual Loss

Sep 29, 2026

CNBC

Anthropic files for an IPO that could value the AI company above $2 trillion despite reporting a $42 billion 2025 net loss and projecting $518 billion in cloud, computing and infrastructure obligations.

Funding Business Data Centers