France's AI Sovereignty Push: Infrastructure Behind the European AI Champion
France emerges as Europe's AI infrastructure leader with Mistral Compute and sovereign cloud providers.
Blog
Insights on GPU infrastructure, AI, and data centers.
Serverless GPU Platforms: RunPod, Modal, and Beam Compared
Modal Labs closed an $87 million Series B in September 2025, valuing the company at $1.1 billion.¹ Three months earlier, RunPod raised $20 million to expand its global data center presence across
How utilities deploy AI infrastructure to transform the power grid
The energy sector's AI transformation accelerated faster than utilities themselves predicted. According to Itron's 2025 Resourcefulness Report, 41% of North American utilities have fully integrated
GPU Procurement Strategies: Leasing vs Buying vs Reserved Capacity in 2025
The decision between leasing, buying, or reserving GPU capacity determines whether organizations pay $6.00 or $1.50 per hour for identical compute resources. With H100 GPUs now available at
Orbital Data Centers: The Complete Guide to Space-Based AI Infrastructure
Starcloud trained the first LLM in space using an Nvidia H100. Google, SpaceX, and China race to build orbital data centers. Technical guide to space AI.
Prompt Caching Infrastructure: Reducing LLM Costs and Latency
Anthropic's prompt caching reduces costs by up to 90% and latency by up to 85% for long prompts.¹ OpenAI achieves 50% cost reduction with automatic caching enabled by default. Research shows 31% of
GPU Cluster Network Topology Design: Fat-Tree, Dragonfly, and Rail-Optimized Architectures
NVIDIA's DGX SuperPOD reference architecture specifies a three-tier fat-tree network topology connecting up to 32 DGX systems using Quantum-2 InfiniBand switches at 400 Gb/s per port. The
Sovereign Cloud Requirements: Building AI Infrastructure for Data Residency
The sovereign cloud market will grow from $154 billion in 2025 to $823 billion by 2032, driven by governments and enterprises demanding AI infrastructure that keeps data within national borders.
Model Registry and Governance: Managing Thousands of AI Models in Production
Databricks extends MLflow's Model Registry by integrating with Unity Catalog, enabling centralized governance with fine-grained access control and cross-workspace collaboration. The integration
IBM's CEO says the AI infrastructure math doesn't work
Arvind Krishna, IBM's chief executive, delivered a sobering assessment on The Verge's Decoder podcast: the trillion-dollar AI infrastructure buildout cannot generate returns under current economics.¹
Vendor Management for AI Infrastructure: Negotiating GPU Contracts and SLAs
Meta's $7 billion GPU procurement securing 350,000 H100 units, Tesla's vertical integration manufacturing Dojo chips, and CoreWeave's innovative financing structures raising $7.5 billion demonstrate
UPS and Battery Systems: Power Protection for AI Data Centers
Data centers experiencing power failures can face losses exceeding $1 million per hour, while insufficient capacity blocks AI deployment entirely.¹ The GPU revolution reshapes UPS requirements