Best GPU Cloud Providers for a First Production Launch
Compare GPU cloud providers for a first production launch. Runpod, Lambda, and CoreWeave assessed by deployment fit, pricing clarity, and workload requirements.
Cloud Infrastructure
The latest news and perspectives on Cloud Infrastructure.
Cheap GPU Hours Can Hide an Expensive AI Deployment
GPU cloud pricing goes beyond hourly rates. Examine utilization, storage, capacity, and recovery when estimating the cost of an acceptable AI deployment.
AMD and Cisco Say HUMAIN's Saudi AI Systems Are Live
AMD, Cisco and HUMAIN announced on August 31, 2026 that an AI infrastructure deployment in Saudi Arabia was operating and serving HUMAIN customers. The systems combine AMD Instinct MI355X GPUs and EPYC CPUs with Cisco networking.
AWS Makes Trainium3 UltraServers Available for AI Workloads
AWS announced general availability of Trainium3 UltraServers on December 2, 2025 at re:Invent. The Amazon EC2 systems use Trainium3, which the company describes as its first AI chip built on a three-nanometer process, for model training and inference.