Wednesday, November 12, 2025

Microsoft's Fairwater Family Of AI-Focused Data Centers -- November 12, 2025

Locator: 49410FAIRWATER. 

Tag: LDC AI tech MSFT 

Performance: ten times greater than current fastest / largest supercomputers in the world. 

Overview:


Energy source


Cost:

From x, link here: 

From The WSJ, link here: 

From ChatGPT, November 12, 2025:

In broad strokes, the Fairwater project by Microsoft and the Stargate project by OpenAI share key similarities: 

  • both are major infrastructure initiatives to build large-scale data-centers and AI compute capacity.
  • but they are not identical in scope, ownership, purpose and arrangement. 

How They Compare And Differ

What they have in common:

  • both are about purpose-built AI infrastructure rather than general cloud/data centers
  • Fairwater is described as “purpose-built AI datacenters … built to work as one massive AI supercomputer using a single flat networking interconnecting hundreds of thousands of the latest NVIDIA GPUs.
  • Stargate is described as a huge data‐centre build-out (in the U.S. and beyond) intended to support frontier AI models, massive compute, etc.
  • oth involve enormous investment and cutting‐edge hardware (e.g., many thousands of GPUs, novel cooling/architecture). 
  • For Fairwater: “Hundreds of thousands of NVIDIA GB200 GPUs … fiber that could circle the Earth 4.5 times.”
  • For Stargate: up to $500 billion invested over the next few years to build AI infrastructure. 
  • Both see strategic importance in AI compute capability (training large models, inference, etc.)
  • Microsoft: “Deliver 10× the performance of the world’s fastest supercomputer today, enabling AI training and inference workloads at a level never before seen.”
  • OpenAI / Stargate: “We are moving with urgency on site assessments … re-imagining how data centres are designed to power advanced AI and make its benefits widely accessible.”

How They Differ

Ownership / Partnership / Purpose

  • Fairwater is a Microsoft-led project (within Microsoft’s Azure/AI infrastructure) and its build is part of Microsoft’s own operations and partnerships. For example: “Fairwater … is part of a global network of purpose-built AI datacenters … integrated into Microsoft’s cloud of more than 400 datacenters across 70 regions.”
  • Stargate is a separate initiative by OpenAI (with partners such as Oracle, SoftBank Group Corp.) to build massive AI infrastructure and expand compute capacity; Microsoft is a “key initial technology partner” in Stargate but not necessarily the primary owner.
  • Scale & Public Commitment
  • Stargate’s public figure: up to $500 billion over four years to build new AI infrastructure in the U.S., with targets like 10 gigawatts of compute capacity.
  • Fairwater’s public figure: e.g., Microsoft publicly pledged ~$3.3 billion investment in the Wisconsin site. 
  • So the scale of what OpenAI/Stargate is publicly committing is much larger (or at least ambitiously larger) than what Microsoft has publicly disclosed for Fairwater so far.
  • Geographic / System Integration 
  • Fairwater is being built as a “network” of sites (Wisconsin, Atlanta, etc) interconnected to form “the world’s first planet-scale AI superfactory.” 
  • Stargate likewise is about multiple large data-centers across the U.S. and beyond. But the emphasis is very heavily on build-out of compute capacity and infrastructure partnerships.
  • Primary Use/Customers
  • Fairwater appears to serve Microsoft’s AI services (Azure AI, Copilot, etc) and extend its own infrastructure capabilities.
  • Stargate is explicitly positioned as part of OpenAI’s infrastructure strategy to underpin its own model training and inference, and changing the compute landscape broadly. For example: “This infrastructure will … secure American leadership in AI … provide … a strategic capability to protect the national security of America and its allies.”

ChatGPT also explains the different models: Stargate, Fairwater, and AWS. I won't post that at this time. It becomes overwhelming.

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A Musical Interlude

For the steel guitar. 

Link here.