Inference is the execution of a trained artificial intelligence or machine learning model on new data to produce outputs such as predictions or classifications, used in enterprises to support production applications, automated decisions, and analytics within governed, monitored environments.
May 7, 2026
Rackspace Technology and AMD signed an MOU outlining a multiyear partnership to build a governed Enterprise AI Cloud for regulated and sovereign workloads. The proposal integrates AMD Instinct GPUs and EPYC CPUs into a fully managed stack, covering private/hybrid deployment, inference runtime, and managed inference services with defined SLAs.
April 30, 2026
Aviz Podcast Episode 2 discusses AI factories and AI fabrics, arguing networks must support multiple fabrics for training and inference with cost models like token serving.
April 30, 2026
Hedgehog contributed OCP Accepted AI training and inference fabric reference architectures to the OCP Marketplace, available for deployment with Ethernet-based disaggregated networks.
April 28, 2026
Aviz Podcast Episode 2 discusses building AI factories and AI fabrics, arguing networking must support multiple workloads and open standards.
April 23, 2026
Quantum Computing Inc. said NeuraWave reached deployment-ready status for real-time AI inference at the edge, using a server PCIe plug-in card.
April 21, 2026
AI traffic is increasing demand on switching fabrics and shortening network refresh cycles from 5–7 years to about 3.