bartek@aws: ~/news
$ whoami
$ AWS Architect · DevOps · Cloud
Friday, September 18, 2026

Amazon SageMaker HyperPod Inference Gateway Slashes Latency for ML Workloads

Amazon just dropped SageMaker HyperPod Inference Gateway, a Kubernetes-native routing add-on for EKS that uses real-time GPU signals to intelligently distribute inference requests. The result? Up to 82% reduction in first-token latency without touching your model servers or client code—basically free performance gains for your ML stack.

source: [aws/machine-learning-blog]