AWS published an architecture that combines Amazon Elastic Kubernetes Service (Amazon EKS), Elastic Fabric Adapter (EFA), and DeepEP to scale Mixture-of-Experts reinforcement learning, reporting 40% m…
Amazon Web Services published a walkthrough for running the open-source SkyRL reinforcement learning framework on Amazon SageMaker HyperPod, training a Qwen3-VL-8B vision-language model to navigate vi…
Amazon Web Services and Qumulo reported that a SageMaker HyperPod training cluster in the US West (Oregon) Region (us-west-2) reading data remotely from the US East (Ohio) Region (us-east-2) through Q…
Average CPU utilization across Amazon Elastic Kubernetes Service (EKS) clusters has fallen to 8% in 2026 from 10% in 2025, with 69% of provisioned CPU now completely unused, up from 40% year-over-year…
AWS has launched Ray Serve Deep Learning Containers (DLCs), pre-built Docker images for model inference that bundle PyTorch, Ray Serve, and the GPU stack, addressing the maintenance gap left by TorchS…
AWS and NVIDIA detailed how to build a Physical AI model factory using NVIDIA Cosmos 3 on Amazon SageMaker HyperPod, a pipeline that continuously generates synthetic data, post-trains perception and p…
Amazon Web Services (AWS) introduced HyperPod InstantStart, an open source control plane that enables AI agents to drive multi-stage Amazon SageMaker HyperPod operations, including cluster bootstrap, …
Amazon Web Services (AWS) announced new Ray capabilities on Amazon SageMaker HyperPod that integrate Ray with HyperPod's purpose-built infrastructure for foundation model training and serving. Data sc…
Fanatics Betting and Gaming (FBG) built a multi-agent customer support system on Amazon Web Services (AWS) that resolves customer issues faster and at lower cost, handling surges of over 40 inquiries …
On July 27, 2026, Moonshot AI released Kimi K3, a 2.8 trillion parameter Mixture of Experts (MoE) model, described as the first open-weight system to reach the 3 trillion parameter class. The model ac…
BMW's AI platform now processes 16.6 billion daily requests from 24.5 million connected vehicles, handling 184 terabytes of data and 100 million API calls with sub-second latency. The platform support…