Software Junction

If intelligence is the log of compute… it starts with a lot of compute! And that’s why we’re scaling our GPU fleet faster than anyone else. Just last year, we added over 2 gigawatts of new capacity – roughly the output of 2 nuclear power plants. And today we’re going further, announcing the world's most powerful AI datacenter, located in southeastern Wisconsin. Fairwater is a seamless cluster of hundreds of thousands of NVIDIA GB200s, connected by enough fiber to circle the Earth 4.5 times. It will deliver 10x the performance of the world’s fastest supercomputer today, enabling AI training and inference workloads at a level never before seen. For AI training workloads, you need compute at exponential scale. That’s why we designed the datacenter, GPU fleet, and network together as one integrated system. This ensures a single job can run from day 1 at exponential scale across thousands of GPUs. Fairwater uses a liquid-cooled closed-loop system for cooling GPUs that requires zero water for operations after construction. And we’re matching all of the energy that is consumed with renewable sources. And of course, it is just one of several similar sites we’re lighting up across our 70+ regions. We have multiple identical Fairwater datacenters under construction in other locations across the US, in addition to our AI infrastructure already deployed in over 100 datacenters around the world, powering model training, test-time compute, RL tuning, and real-time inference at global scale. Too often during times like this, people go with the current and only later wonder, how did we get here? With Fairwater, we're charting a new path: doing the hard engineering work, bringing compute, network, and storage into one highly scaled cluster, and designing closed-loop energy systems to meet real-world computing needs. And partnering with local communities to ensure it's thoughtfully done in a way that is sustainable, creates new jobs, and expands opportunity. We are thrilled to see this take hold in Wisconsin, and we are just getting started.

A lot of misinformation from legacy media about Starlink’s entry into South Africa. Here’s the truth 👇 • ❌ “Starlink wants to bypass B-BBEE” ✅ False — it supports transformation via EEIP, a legal framework already used by companies like Microsoft, IBM, and Amazon Web Services. • ❌ “Starlink is asking for special treatment” ✅ No — it’s asking for equal rules so ALL satellite operators can compete fairly. • ❌ “EEIP is less beneficial than equity deals” ✅ Reality — Starlink’s plan would connect 5,000 rural schools with FREE high-speed internet, impacting millions of students every year. • ❌ “It won’t create local impact” ✅ It will partner with local businesses, create jobs, and boost the economy (broadband growth = GDP growth). • ❌ “It will become a monopoly” ✅ Impossible — Starlink operates globally in a competitive market across 150+ countries. • ❌ “Security & privacy risks” ✅ It will fully comply with South African laws like every other country it operates in. • ❌ “Starlink is already operating illegally” ✅ Wrong — it is NOT operating because it is still waiting for a license.