Red Hat and NVIDIA partner to integrate open source with rack-scale AI, starting with Rubin platform support

Announced on January 5, 2026, at CES2026, Red Hat and NVIDIA have launched a collaboration to synchronize enterprise open source software, including Red Hat Enterprise Linux (RHEL), with NVIDIA's rack-scale AI systems like the Rubin platform. The partnership provides Day 0 support, validated interoperability, enhanced security, and plans for expansion to OpenShift and Red Hat AI.

Red Hat and NVIDIA announced their strategic partnership on January 5, 2026, during CES2026, to bridge enterprise open source technologies with rapidly evolving rack-scale AI infrastructure. This initiative enables faster, production-ready AI innovations by offering 'Day 0' support for NVIDIA's Rubin platform directly within Red Hat Enterprise Linux (RHEL), allowing organizations to deploy gigascale AI factories from the outset without delays.

Key features include validated interoperability to ensure seamless hardware-software integration, minimizing deployment challenges, and a hardened RHEL foundation prioritizing security for AI workloads. As quoted, the partnership pairs 'enterprise open source with rack-scale #AI for faster, production-ready innovation.'

Future expansions will extend compatibility to Red Hat OpenShift for containerized AI and Red Hat AI offerings, broadening the ecosystem. By combining NVIDIA's AI hardware expertise with Red Hat's open source leadership, the collaboration addresses enterprise pain points like compatibility, security vulnerabilities, and scalability, accelerating innovation in machine learning and data processing.

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Red Hat and NVIDIA have achieved industry-leading results in the latest MLPerf Inference v6.0 benchmarks for vision, speech, and reasoning models. The companies optimized layers from the RHEL kernel to the vLLM engine. This work aims to help enterprises reduce costs per token on H200 and B200 GPUs.

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