Your ML Platform Isn’t Kubernetes-Native Just Because It Runs on Kubernetes

The real transformation begins when the ML lifecycle becomes declarative, observable, and recoverable. As Vara Bonthu described in a recent CNCF article, the great migration of AI workloads to Kubernetes is well underway. Training jobs run in containers, inference services run as Deployments, and…

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