Gen AI News Talk
Scaling data annotation using vision-language models to power physical AI systems
Critical labor shortages are constraining growth across manufacturing, logistics, construction, and agriculture. The problem is particularly acute in construction: nearly 500,000 positions remain unfilled...
Accelerating AI model production at Hexagon with Amazon SageMaker HyperPod
This blog post was co-authored with Johannes Maunz, Tobias Bösch Borgards, Aleksander Cisłak, and Bartłomiej Gralewicz from Hexagon.
Hexagon is the global leader in measurement...
How Sonrai uses Amazon SageMaker AI to accelerate precision medicine trials
In precision medicine, researchers developing diagnostic tests for early disease detection face a critical challenge: datasets containing thousands of potential biomarkers but only hundreds...
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 Face.
Agentic AI systems represent an evolution from conversational AI to autonomous agents...
Amazon SageMaker AI in 2025, a year in review part 2: Improved observability and...
In 2025, Amazon SageMaker AI made several improvements designed to help you train, tune, and host generative AI workloads. In Part 1 of this...
Amazon SageMaker AI in 2025, a year in review part 1: Flexible Training Plans...
In 2025, Amazon SageMaker AI saw dramatic improvements to core infrastructure offerings along four dimensions: capacity, price performance, observability, and usability. In this series...
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, and AI agent integration. You can expose your application’s capabilities as MCP...
Build AI workflows on Amazon EKS with Union.ai and Flyte
As artificial intelligence and machine learning (AI/ML) workflows grow in scale and complexity, it becomes harder for practitioners to organize and deploy their models....
Amazon Quick Suite now supports key pair authentication to Snowflake data source
Modern enterprises face significant challenges connecting business intelligence platforms to cloud data warehouses while maintaining automation. Password-based authentication introduces security vulnerabilities, operational friction, and...
Build unified intelligence with Amazon Bedrock AgentCore
Building cohesive and unified customer intelligence across your organization starts with reducing the friction your sales representatives face when toggling between Salesforce, support tickets,...
