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Category: Machine learning

May 4, 2026Machine learning

Introducing the agent performance loop: AgentCore Optimization now in preview

Generate recommendations from production traces, validate them with batch evaluation and A/B […]

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May 4, 2026Machine learning

Agent-guided workflows to accelerate model customization in Amazon SageMaker AI

Every organization has access to the same foundation models. The real competitive […]

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May 4, 2026Machine learning

Generate dashboards from natural language prompts in Amazon Quick

Building meaningful dashboards demands hours of manual setup, even for experienced BI […]

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May 4, 2026Machine learning

Capacity-aware inference: Automatic instance fallback for SageMaker AI endpoints

As organizations scale generative AI workloads in production, securing reliable GPU compute […]

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May 4, 2026Machine learning

Introducing Dataset Q&A: Expanding natural language querying for structured datasets in Amazon Quick

Every BI team knows this bottleneck: a business user has a question […]

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May 4, 2026Machine learning

From data lake to AI-ready analytics: Introducing new data source with S3 Tables in Amazon Quick

Organizations today are increasingly looking to combine analytics and AI to accelerate […]

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May 1, 2026Machine learning

AWS Transform now automates BI migration to Amazon Quick in days

Migrating to Amazon Quick doesn’t have to mean starting from scratch. Your […]

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April 30, 2026Machine learning

Reinforcement fine-tuning with LLM-as-a-judge

Large language models (LLMs) now drive the most advanced conversational agents, creative […]

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April 30, 2026Machine learning

AWS Generative AI Model Agility Solution: A comprehensive guide to migrating LLMs for generative AI production

Maintaining model agility is crucial for organizations to adapt to technological advancements […]

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April 30, 2026Machine learning

Configuring Amazon Bedrock AgentCore Gateway for secure access to private resources

AI agents in production environments often need to reach internal APIs, databases, […]

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