This conference talk explores GPU-powered AI deployment across virtual machines, Kubernetes, and bare metal infrastructure using Cozystack. Learn how to leverage cloud native technologies for AI workloads, with practical demonstrations of Cozystack's capabilities for managing GPU resources efficiently. The 43-minute presentation from the Cloud Native Computing Foundation (CNCF) provides insights into optimizing infrastructure for AI applications. Discover implementation strategies and best practices for GPU utilization in various computing environments. Access additional resources through the provided documentation link to start implementing these solutions in your own environment.