Samsung and SK Hynix Join Stargate: Memory Becomes a Strategic Weapon
Korean memory giants commit to 900K DRAM wafers/month for OpenAI's Stargate. HBM4 launches February 2026. Server DRAM prices surge 60-70%.
Blog
Insights on GPU infrastructure, AI, and data centers.
Japan's $28 Billion AI Data Center Boom Collides with 10-Year Power Wait
AWS, Microsoft, Oracle pour $28B into Japan. Power connections take 5-10 years in Tokyo. Hyperscalers deploy triple-region strategies as demand triples.
Japan's $26 Billion Data Center Paradox: Record Investment Meets Decade-Long Power Waits
AWS, Microsoft, and Oracle committed $26 billion to Japan. Power connections in Tokyo take 5-10 years. Demand will triple to 66 TWh by 2034. Hyperscalers deploy triple-region strategies to work around...
OpenAI's $7 Billion Australia Push: First 'OpenAI for Countries' in APAC
OpenAI partners with NEXTDC for $7B+ AUD Sydney AI campus. Sovereign compute for government, defense, finance. Groq and Google also expanding.
AIOps for Data Centers: Using LLMs to Manage AI Infrastructure
Google DeepMind's autonomous cooling AI reduced data center cooling energy consumption by 40%, translating to a 15% decrease in overall Power Usage Effectiveness (PUE). Every five minutes, the
Load Balancing for AI Inference: Distributing Requests Across 1000+ GPUs
Load balancing determines whether AI inference systems achieve 95% GPU utilization or waste 40% of compute capacity through inefficient request distribution. When OpenAI serves 100 million ChatGPT
Microsoft's $60B Neocloud Bet: Buying Time in the AI Capacity Crisis
Microsoft commits $60B+ to neocloud providers including $23B to Nscale for 200K GB300 GPUs. Azure capacity crunch extends into 2026. Neoclouds reshape AI infrastructure.
Disaggregated Computing for AI: Composable Infrastructure Architecture
CXL memory pooling achieves 3.8x speedup compared to 200G RDMA and 6.5x speedup compared to 100G RDMA when sharing memory across GPU servers running large language model inference. The
UPS and Power Distribution for AI: Designing Resilient 2N+1 Infrastructure
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.
Trump Opens H200 Exports to China with 25% Surcharge
Trump reverses Biden export restrictions, allowing NVIDIA H200 sales to China with 25% surcharge. Blackwell GPUs remain restricted. Tariff-based controls replace bans.
Retrofitting Legacy Data Centers for AI: Liquid Cooling Integration Guide
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
Feature Stores and MLOps Databases: Infrastructure for Production ML
Uber's Michelangelo feature store processing 10 trillion feature computations daily, Airbnb's Zipline serving features with sub-10ms latency to millions of models, and DoorDash's Fabricator reducing