AWS News Blog

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Announcing Amazon Nova customization in Amazon SageMaker AI

AWS now enables extensive customization of Amazon Nova foundation models through SageMaker AI with techniques including continued pre-training, supervised fine-tuning, direct preference optimization, reinforcement learning from human feedback and model distillation to better address domain-specific requirements across industries.

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Introducing Amazon Bedrock AgentCore: Securely deploy and operate AI agents at any scale (preview)

Amazon Bedrock AgentCore enables rapid deployment and scaling of AI agents with enterprise-grade security. It provides memory management, identity controls, and tool integration—streamlining development while working with any open-source framework and foundation model.

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Streamline the path from data to insights with new Amazon SageMaker Catalog capabilities

Amazon SageMaker has introduced three new capabilities—Amazon QuickSight integration for dashboard creation, governance, and sharing, Amazon S3 Unstructured Data Integration for cataloging documents and media files, and automatic data onboarding from Lakehouse—that eliminate data silos by unifying structured and unstructured data management, visualization, and governance in a single experience.

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Monitor and debug event-driven applications with new Amazon EventBridge logging

Amazon EventBridge now supports enhanced logging capabilities that enable you to easily monitor and debug your event-driven applications on AWS. Enhanced logging provides complete event lifecycle tracking with detailed logs that show when events are published, matched against rules, delivered to subscribers, or encounter failures.

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Introducing Amazon S3 Vectors: First cloud storage with native vector support at scale (preview)

Amazon S3 Vectors is a new cloud object store that provides native support for storing and querying vectors at massive scale, offering up to 90% cost reduction compared to conventional approaches while seamlessly integrating with Amazon Bedrock Knowledge Bases, SageMaker, and OpenSearch for AI applications.