December 19, 2025Machine learning Introducing SOCI indexing for Amazon SageMaker Studio: Faster container startup times for AI/ML workloads Today, we are excited to introduce a new feature for SageMaker Studio: […] Read more
December 18, 2025Machine learning Bi-directional streaming for real-time agent interactions now available in Amazon Bedrock AgentCore Runtime Building natural voice conversations with AI agents requires complex infrastructure and lots […] Read more
December 18, 2025Machine learning Build and deploy scalable AI agents with NVIDIA NeMo, Amazon Bedrock AgentCore, and Strands Agents This post is co-written with Ranjit Rajan, Abdullahi Olaoye, and Abhishek Sawarkar […] Read more
December 17, 2025Machine learning Track machine learning experiments with MLflow on Amazon SageMaker using Snowflake integration A user can conduct machine learning (ML) data experiments in data environments, […] Read more
December 17, 2025Machine learning Tracking and managing assets used in AI development with Amazon SageMaker AI Building custom foundation models requires coordinating multiple assets across the development lifecycle […] Read more
December 16, 2025Machine learning Governance by design: The essential guide for successful AI scaling Picture this: Your enterprise has just deployed its first generative AI application. […] Read more
December 16, 2025Machine learning How Tata Power CoE built a scalable AI-powered solar panel inspection solution with Amazon SageMaker AI and Amazon Bedrock This post is co-written with Vikram Bansal from Tata Power, and Gaurav […] Read more
December 16, 2025Machine learning Unlocking video understanding with TwelveLabs Marengo on Amazon Bedrock Media and entertainment, advertising, education, and enterprise training content combines visual, audio, […] Read more
December 15, 2025Machine learning Checkpointless training on Amazon SageMaker HyperPod: Production-scale training with faster fault recovery Foundation model training has reached an inflection point where traditional checkpoint-based recovery […] Read more
December 15, 2025Machine learning Adaptive infrastructure for foundation model training with elastic training on SageMaker HyperPod Modern AI infrastructure serves multiple concurrent workloads on the same cluster, from […] Read more