Amazon SageMaker HyperPod now supports custom Kubernetes labels and taints, enabling customers to control pod scheduling and integrate seamlessly with existing Kubernetes infrastructure. Customers deploying AI workloads on HyperPod clusters orcehstrated with EKS need precise control over workload placement to…

Amazon SageMaker HyperPod now supports Managed Tiered KV Cache and Intelligent Routing for large language model (LLM) inference, enabling customers to optimize inference performance for long-context prompts and multi-turn conversations. Customers deploying production LLM applications need fast response times while…

AWS Glue now supports zero-ETL for self-managed database sources. Using Glue zero-ETL, you can now setup an integration to replicate data from Oracle, SQL Server, MySQL or PostgreSQL databases which are located on-premises or on AWS EC2 to Redshift with…

Amazon CloudWatch now offers configuring deletion protection on your CloudWatch log groups, helping customers safeguard their critical logging data from accidental or unintended deletion. This feature provides an additional layer of protection for logs maintaining audit trails, compliance records, and…

Amazon Lex now allows you to use Large Language Models (LLMs) as the primary option to understand customer intent across voice and chat interactions. With this capability, your voice and chat bots can better understand customer requests, handle complex utterances,…

AWS Health now includes two new properties in its event schema - actionability and persona - enabling customers to identify the most relevant events. These properties allow organizations to programmatically identify events requiring customer action and direct them to relevant…