Kubernetes has evolved to become a comprehensive cloud-native platform by 2025.AI/ML workload orchestration capabilities, including native GPU sharing, dynamic resource scaling, and automated model serving.Integration of WebAssembly for near-native performance, reduced container startup time, smaller deployment footprints, and enhanced security.Advanced service mesh capabilities like support for HTTP/3 and QUIC protocols, automated certificate management, and traffic shaping.