<ul><li>Kubernetes is playing a pivotal role in scaling and operationalizing AI, despite challenges in aligning its stateless architecture with AI’s stateful requirements.</li><li>Organizations are turning to Kubernetes as a foundation for experimental and enterprise-grade AI deployment to achieve real-world performance, cost-efficiency, and sustainability.</li><li>Kubernetes remains central to democratizing AI infrastructure, with a shift towards lightweight, domain-specific models that provide better results at lower costs.</li><li>The CNCF, supported by Red Hat, is helping standardize operations and drive convergence on shared benchmarks, ensuring sustainability, performance, and energy efficiency.</li></ul>

Smaller AI models redefine what’s possible with Kubernetes

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