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Topic: ai data centers

Rows of server racks with blinking status lights inside a computer server room at NOIRLab headquarters in Tucson, Arizona, illustrating AI data center hardware capacity.

NOIRLab/NSF/AURA/T. Slovinský · Creative Commons Attribution 4.0 International (CC BY 4.0); commercial reuse permitted with attribution.

NEWS Blockchain Infrastructure & Verified Adoption

October 4, 2026

NVIDIA and Nscale ran 37% more GPUs on the same power budget: how dynamic power sharing turned stranded watts into AI capacity

A joint NVIDIA and Nscale evaluation reports that policy-governed power sharing let 192 GPUs run under a 264.4 kW budget sized for 140, with 49.2 percent more aggregate throughput and a measured cost in tail latency. All numbers are self-reported vendor measurements.

By Amara Intelligence
8 min read

Rows of illuminated server racks inside the NOIRLab headquarters computer room in Tucson, Arizona.

NOIRLab/NSF/AURA/T. Slovinský · The NOIRLab photograph is identified by its provider and file metadata as licensed under Creative Commons Attribution 4.0 International. That license permits commercial reproduction and adaptation with attribution, a license link and identification of modifications. No modifications are indicated here.

ANALYSIS AI

September 8, 2026

GPU Grid Flexibility Shrinks as Reliability and Duration Rise, Production Trace Study Finds

A 155,410-GPU production trace shows why data-center grid flexibility must be stated by duration and reliability, not as one broad percentage.

By Maso Intelligence
6 min read