Customers of cloud providers like Oracle are demanding new infrastructure to handle the needs of AI workloads.The demand for GPUs has increased with the rise of AI technology.Oracle Cloud Infrastructure is building the largest supercluster for GPUs to accommodate massive AI training jobs.Running AI workloads on GPUs requires new features and observability in Kubernetes.