Insights on GPU infrastructure, AI, and data centers.
Training large language models consumes staggering amounts of compute and memory. A single training run for a 70-billion parameter model in BF16 precision requires hundreds of gigabytes of GPU memory
Nearly six in ten enterprises actively pursue agentic AI in 2025, deploying autonomous systems that coordinate workflows, call other models, and make decisions in real time.¹ Gartner predicts 33% of
Purpose-built backup power infrastructure for power-dense AI workloads requiring ultra-high availability.
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
Bitcoin miners safely run 500K ASICs underwater, saving 96% on cooling. GRC achieves 2.2-year payback. Calculator shows your ROI for GPU immersion.
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
Stripe cut inference costs 73% with vLLM. PagedAttention delivers 2-24x throughput gains. Complete production deployment architecture guide inside.
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
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
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
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
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.
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