Should AI workloads run on Kubernetes?

Kubernetes was designed for microservices and running AI workloads on it can be challenging. SkyPilot builds on the strengths of Kubernetes to run the complete AI lifecycle through a unified interface, while providing the ability to burst beyond the Kubernetes cluster to the cloud for additional capacity. In doing so, SkyPilot guarantees high availability and low costs for your AI workloads.