# Fresh data has us asking, does AI demand Kubernetes?

Page: https://stenobird.com/podcast/the-new-stack-podcast-1092634/fresh-data-has-us-asking-does-ai-demand-kubernetes
Text version: https://stenobird.com/podcast/the-new-stack-podcast-1092634/fresh-data-has-us-asking-does-ai-demand-kubernetes.md
Podcast: [The New Stack Podcast](https://stenobird.com/podcast/the-new-stack-podcast-1092634)
Published: 2026-05-01T15:30:00+00:00
Episode link: https://thenewstack.simplecast.com/episodes/fresh-data-has-us-asking-does-ai-demand-kubernetes-ykNGhy1J
Audio file: https://cdn.simplecast.com/media/audio/transcoded/317e9dbc-9a52-4da7-9725-c4578874b757/5672b58f-7201-4e0e-b0af-da702259d97f/episodes/audio/group/251d6a6e-7592-4905-b830-cff0dcca9e55/group-item/e780df81-b99f-494e-b29e-a36846089bd5/128_default_tc.mp3?aid=rss_feed&feed=IgzWks06
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JSON: https://stenobird.com/v1/public/podcasts/the-new-stack-podcast-1092634/episodes/fresh-data-has-us-asking-does-ai-demand-kubernetes
Duration seconds: 1381

## Resource

Kubernetes is rapidly emerging as the de facto operating system for AI, with two-thirds of organizations using it for generative AI inference and 82% adopting it in production. Its ecosystem — including tools like Kubeflow — enables organizations to build, scale, and retain control of AI systems through open, community-driven infrastructure. Bob Killen of CNCF and Liam Bollmann-Dodd of SlashData shared insights from recent reports showing that AI success still hinges on strong engineering fundamentals—especially internal developer platforms and overall developer experience.

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