As AI becomes part of HPC workflows, validation, data quality, and trust are emerging as key factors in technology and buying decisions.

Vultr selects HPE and Nvidia AI infrastructure as enterprise demand shifts from model training to production inference and large-scale deployments.

On-site power solutions are increasingly helping data centers overcome grid delays and meet growing energy demands.

CEO Antonio Neri outlined the company’s “agentic enterprise” vision as HPE deepens Juniper integration and expands AI infrastructure portfolio.

As AI infrastructure scales, HPE’s Andrew DesRochers explains how power availability, cooling, utility timelines, and water use are becoming core IT planning priorities.

Orbio announces $21 million Series A in round led by Dawn Capital.

AI startup says a multinational industrial software company selected its platform as the core GenAI engine for engineering, simulation, and operational workloads.

HPE expands quantum partnerships as it works to connect supercomputers, AI systems, and quantum processors in future hybrid environments.

Hyperbolic and QumulusAI say customers now care as much about utilization, efficiency, and production operations as raw GPU capacity.

AI inference needs scalable memory, not just compute. CXL decouples the two, letting data centers scale memory independently and avoid overbuying expensive processors.