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New serverless customization in Amazon SageMaker AI accelerates model fine-tuning
Today, I’m happy to announce new serverless customization in Amazon SageMaker AI for popular AI models, such as Amazon Nova, DeepSeek, GPT-OSS, Llama, and Qwen. The new customization capability provides…
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Introducing checkpointless and elastic training on Amazon SageMaker HyperPod
Today, we’re announcing two new AI model training features within Amazon SageMaker HyperPod: checkpointless training, an approach that mitigates the need for traditional checkpoint-based recovery by enabling peer-to-peer state recovery,…
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Announcing replication support and Intelligent-Tiering for Amazon S3 Tables
Today, we’re announcing two new capabilities for Amazon S3 Tables: support for the new Intelligent-Tiering storage class that automatically optimizes costs based on access patterns, and replication support to automatically…
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Amazon S3 Storage Lens adds performance metrics, support for billions of prefixes, and export to S3 Tables
Today, we’re announcing three new capabilities for Amazon S3 Storage Lens that give you deeper insights into your storage performance and usage patterns. With the addition of performance metrics, support…
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Amazon Bedrock AgentCore adds quality evaluations and policy controls for deploying trusted AI agents
Today, we’re announcing new capabilities in Amazon Bedrock AgentCore to further remove barriers holding AI agents back from production. Organizations across industries are already building on AgentCore, the most advanced…
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Build multi-step applications and AI workflows with AWS Lambda durable functions
Modern applications increasingly require complex and long-running coordination between services, such as multi-step payment processing, AI agent orchestration, or approval processes awaiting human decisions. Building these traditionally required significant effort…
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New capabilities to optimize costs and improve scalability on Amazon RDS for SQL Server and Oracle
Managing database environments demands a balance of resource efficiency and scalability. Organizations need flexible options across their entire database lifecycle, spanning development, testing, and production workloads with diverse storage and…
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Amazon CloudWatch introduces unified data management and analytics for operations, security, and compliance
Today we’re expanding Amazon CloudWatch capabilities to unify and manage log data across operational, security, and compliance use cases with flexible and powerful analytics in one place and with reduced…
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Introducing Database Savings Plans for AWS Databases
Since Amazon Web Services (AWS) introduced Savings Plans, customers have been able to lower the cost of running sustained workloads while maintaining the flexibility to manage usage across accounts, resource…
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Amazon OpenSearch Service improves vector database performance and cost with GPU acceleration and auto-optimization
Today we’re announcing serverless GPU acceleration and auto-optimization for vector index in Amazon OpenSearch Service that helps you build large-scale vector databases faster with lower costs and automatically optimize vector…