Immersion Cooling ROI Calculator: 2-4 Year Payback for AI Workloads
Bitcoin miners safely run 500K ASICs underwater, saving 96% on cooling. GRC achieves 2.2-year payback. Calculator shows your ROI for GPU immersion.
Blog
Insights on GPU infrastructure, AI, and data centers.
UK AI Corridor: London's Emerging Compute Hub
Microsoft and Google announced combined investments exceeding $36 billion in UK AI infrastructure on September 16, 2025.¹ Microsoft's $30 billion commitment—the company's largest ever to
vLLM Production Deployment: Building High-Throughput Inference Serving Architecture
Stripe cut inference costs 73% with vLLM. PagedAttention delivers 2-24x throughput gains. Complete production deployment architecture guide inside.
Water Usage Efficiency: AI Data Center Cooling Without Crisis
Microsoft's upcoming data centers will use closed-loop, zero-water evaporation cooling that eliminates the need for evaporative water entirely.¹ Once filled at construction, the system recirculates
HBM evolution: from HBM3 to HBM4 and the AI memory war
SK Hynix leads the HBM market with 62% share in Q2 2025, followed by Micron at 21% and Samsung at 17%.¹ The global HBM market will grow from $38 billion in 2025 to $58 billion in 2026.² JEDEC
The Death of Data Center Geography: Why Traditional Markets Won't Survive the AI Era
Northern Virginia hosts more data center capacity than any market on Earth. Companies spent decades building there because fiber density, customer proximity, and regulatory familiarity made it the
Real-Time AI for Trading: Ultra-Low Latency GPU Infrastructure Design
Benchmark tests reveal that advanced GPU setups achieve inference latency under one millisecond for complex Long Short-Term Memory (LSTM) networks, an essential capability for real-time trading
Retail AI infrastructure: from recommendation systems to inventory optimization
AI-powered recommendations will contribute up to 35% of total e-commerce revenue in 2025.¹ AI will impact 80% of retail customer interactions.² Nine out of ten retailers now deploy AI to optimize
Illinois AI Video Interview Law Takes Effect: What Employers Must Know in 2026
Illinois's AI Video Interview Act now requires employers to notify candidates when AI analyzes their video interviews. First major state AI employment law sets precedent for 2026.
Inference Unit Economics: The True Cost Per Million Tokens
The LLM inference market defies conventional technology economics. Prices declined faster than PC compute during the microprocessor revolution or bandwidth during the dotcom boom—equivalent
Bandwidth Optimization for Distributed Training: Managing 400Gbps+ Network Traffic
GPT-4 training generates 400TB/hour of network traffic. Meta sustains 1.6Tb/s gradient exchange. Bandwidth optimization reduces training time 3x, saving $50M.
China's Linglong One: The World's First Commercial Land-Based SMR Enters Service in 2026
China's ACP100 reactor completes testing and prepares for H1 2026 commercial operation—a milestone that positions CNNC for global SMR exports while the United States has yet to break ground on its fir...