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Category: Machine learning

February 24, 2026Machine learning

Scaling data annotation using vision-language models to power physical AI systems

Critical labor shortages are constraining growth across manufacturing, logistics, construction, and agriculture. […]

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February 23, 2026Machine learning

Accelerating AI model production at Hexagon with Amazon SageMaker HyperPod

This blog post was co-authored with Johannes Maunz, Tobias Bösch Borgards, Aleksander […]

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February 23, 2026Machine learning

How Sonrai uses Amazon SageMaker AI to accelerate precision medicine trials

In precision medicine, researchers developing diagnostic tests for early disease detection face […]

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February 23, 2026Machine learning

Agentic AI with multi-model framework using Hugging Face smolagents on AWS

This post is cowritten by Jeff Boudier, Simon Pagezy, and Florent Gbelidji from Hugging […]

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February 20, 2026Machine learning

Amazon SageMaker AI in 2025, a year in review part 2: Improved observability and enhanced features for SageMaker AI model customization and hosting

In 2025, Amazon SageMaker AI made several improvements designed to help you […]

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February 20, 2026Machine learning

Amazon SageMaker AI in 2025, a year in review part 1: Flexible Training Plans and improvements to price performance for inference workloads

In 2025, Amazon SageMaker AI saw dramatic improvements to core infrastructure offerings […]

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February 20, 2026Machine learning

Integrate external tools with Amazon Quick Agents using Model Context Protocol (MCP)

Amazon Quick supports Model Context Protocol (MCP) integrations for action execution, data access, […]

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February 19, 2026Machine learning

Build AI workflows on Amazon EKS with Union.ai and Flyte

As artificial intelligence and machine learning (AI/ML) workflows grow in scale and […]

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February 19, 2026Machine learning

Amazon Quick Suite now supports key pair authentication to Snowflake data source

Modern enterprises face significant challenges connecting business intelligence platforms to cloud data […]

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February 19, 2026Machine learning

Build unified intelligence with Amazon Bedrock AgentCore

Building cohesive and unified customer intelligence across your organization starts with reducing […]

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