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Open Source Infrastructure for the AI Native Era

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Cloud Native Computing Foundation runs Kubernetes plus 230 projects and focuses on operationalizing AI: deploy, secure, observe, scale. Industry compute flips from 2/3 training to 2/3 inference this year and projects over 90+ gigawatts of inference capacity by decade’s end. Platforms like Ray on Kubernetes enable continuous training for better utilization (Uber case), and CNCF just added LLMD built on vLLM as an inference platform component.

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