SageMaker MLflow now enables customers to encrypt their data using customer-managed keys (CMK) through AWS Key Management Service (KMS). This enhancement allows organizations with strict security and compliance requirements to manage their own encryption keys. With customer-managed keys, you gain…

Amazon SageMaker HyperPod now enhances support for Ray with built-in observability, resilient training, accelerated inference and managed development environments. Ray is a popular open-source framework for scaling AI workloads on a unified compute layer, from data processing and distributed training…

Amazon Bedrock AgentCore memory now accepts a JSON payload type on the CreateEvent API, so agents can extract and consolidate long-term memories from structured data as well as from multi-turn conversations. Developers can pass behavioral events, activity logs, system events,…

Amazon Aurora PostgreSQL-Compatible Edition now supports PostgreSQL versions 18.4, 17.10, 16.14, 15.18, and 14.23 which include bug fixes from the PostgreSQL community and Aurora-specific enhancements. We recommend upgrading to the latest minor versions to address known Common Vulnerabilities and Exposures…

AWS ParallelCluster 3.16 is now generally available with a new on-node diagnostics tool, cluster stability improvements, and an updated HPC and AI/ML software stack. pcluster-diag is a diagnostics tool built into the ParallelCluster AMIs that lets you run diagnostic checks…