AWS Machine Learning

Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 3 As quality assurance (QA) automation adoption grows inside an […]

Distributed training with Ray Train DLCs and EFA on EKS What usually stops PyTorch training from scaling out to a cluster is the container, not the […]

Building an Agentic AI Platform on Amazon Bedrock AgentCore If you’ve tried to get an agent into production, the model and tool use are not the b […]

Exowatt beats frontier models on accuracy with SageMaker serverless model customization Exowatt builds modular, dispatchable solar systems that […]

Fix evaluation bias to unlock better models on Amazon Bedrock This post was co-authored with Khaled Thabit, Meriem Boughrara, and Mohamed Desouky […]

Announcing SOCI-indexed images for faster SageMaker AI jobs Every minute your deep learning container image spends downloading is a minute you pay […]

AWS named a Leader in the 2026 Gartner Magic Quadrant for Contact Center as a Service I’m proud to share that Amazon Web Services (AWS) has been n […]

Build agentic retrieval on a Managed Amazon Bedrock Knowledge Base with CDK This post builds enterprise agentic retrieval on a Managed Amazon […]

Groundhog Day for AI agents: Prompt caching patterns for using OpenAI models on Amazon Bedrock Every time you spin off your agent, it has to re-read […]

Fleet-wide computer vision lifecycle at the edge with SageMaker SDK v3 Fleet-wide computer vision model lifecycle management is a problem that shows […]

How Bayer Crop Science built an agentic decision engine on Amazon Bedrock AgentCore with AWS Unified Operations Plant breeding decisions depend on […]

Visualize points and routes with GeoJSON in Amazon Quick Sight layer maps With Amazon Quick Sight layer maps, you can now plot points and routes, […]

Orchestrating SageMaker AI endpoint auto scaling with AWS CDK Updating the Amazon Sagemaker AI real-time endpoint configuration (changing the […]

Multi-Turn Reinforcement Learning on Amazon SageMaker AI: A hands-on guide Most fine-tuning teaches a model to produce a better answer to a single […]

Adaptive agentic intelligence framework using Strands Agents Organizations building AI agents face a common challenge: Every request, whether a […]

5 production challenges in multi-agent systems and how Deep Insight solved them Building a multi-agent system is now pretty straightforward. Taking […]

Securing Quick access from corporate networks with AWS PrivateLink When enterprise data sits behind a corporate firewall or in a private on-premises […]

How Rescale built an AI triage agent with Strands Agents and AI-DLC Every engineering team knows the ritual, and Rescale was no exception. A […]

Stop guessing auto scaling targets for TTS on Amazon SageMaker AI A traffic spike hits your self-hosted text-to-speech (TTS) endpoint, and requests […]

Stream low-latency speech from AI agents using Kokoro TTS on Amazon SageMaker AI A customer asks an AI voice agent a question and waits. The agent […]