Insights on GPU infrastructure, AI, and data centers.
A 47-second power interruption at Meta's data center caused $65 million in losses when 10,000 GPUs performing distributed training lost synchronization, corrupting three weeks of model progress.
A 15-year-old data center designed for 5kW racks now faces demands for 40kW GPU clusters, creating an infrastructure crisis that forces organizations to choose between $50 million new facility
Musk's xAI purchases third Memphis building for 2 GW total capacity. 555,000 NVIDIA GPUs at $18B makes Colossus the world's largest AI training facility.
Wrong colocation choice led to $8M in stranded GPUs. Only 47 facilities globally meet NVIDIA DGX-Ready standards for 120kW racks. Selection guide.
Meta's data center technicians spent 73 days untangling a "cable spaghetti nightmare" affecting 5,000 GPUs after rapid deployment without proper cable management, resulting in $8.4 million in lost
Federal regulators clear the way for AI facilities to bypass the grid and connect straight to nuclear and gas plants. Here's what changes.
Liquid cooling transitions from bleeding-edge to baseline as GPU power densities make air cooling insufficient.
Modern AI demands 40-250kW per rack while traditional cooling fails at 15kW. Learn engineering solutions for extreme density infrastructure deployment.
NVIDIA Vera Rubin pushes data centers to 600kW racks by 2027, delivering 7.5x performance gains while demanding complete infrastructure transformation.
OpenAI's Stargate, a $500B joint venture with SoftBank, Oracle, and MGX, is building the world's largest AI infrastructure network to power tomorrow's artificial intelligence revolution.
Introl ranks #14 on Inc. 5000 with 9,594% growth, becoming America's fastest-growing GPU infrastructure specialist powering the AI revolution.
India deploys 80,000+ GPUs with $100B investment pipeline by 2027, achieving 34.4% CAGR as Asia's fastest-growing AI infrastructure market.
Tell us about your project and we'll respond within 72 hours.
Thank you for your inquiry. Our team will review your request and respond within 72 hours.