Enterprises locked in GPU capacity during the AI scramble. Now utilization sits at 5% and the bill is due. Here's what the data says about where the market is heading.

QumulusAI has been working to reset the floor on AI infrastructure costs by making GPU-class inference more economical and ...

Kubernetes clusters are running far below capacity, and the gap is widening, according to Cast AI’s "2026 State of Kubernetes Optimization Report." The vendor analyzed tens-of-thousands of clusters ...

About Alluxio Alluxio is the leading large-scale caching solution for AI that enables organizations to bring data closer to compute for AI, analytics, and cloud workloads through a distributed caching ...

The new release of the Alluxio Enterprise AI data orchestration platform makes it easier to use GPU-based systems for training and operating AI applications and to provision AI/ML systems with data at ...

Rapt AI, a provider of AI-powered AI-workload automation for GPUs and AI accelerators, has teamed with AMD to enhance AI infrastructure. The long-term strategic collaboration aims to improve AI ...

DeepSeek has captured the attention of the AI industry with its extraordinary 500% profit margin, a feat that has set it apart as a leader in efficiency and innovation. This achievement stems from a ...

Forbes contributors publish independent expert analyses and insights. Marco Chiappetta is a technologist who covers semiconductors and AI. Nvidia has been steadily fleshing out its Blackwell-based ...

Everyone said this GPU setting would improve performance, but that wasn't necessarily true.