Reactive Machines

Govern models with MLflow and Amazon SageMaker AI Model Registry sync: Part 2

Govern models with MLflow and Amazon SageMaker AI Model Registry sync: Part 2

Governing models across accounts is the natural next step once automatic model registration is in place. In Part 1 we…
Deploy a multimodal WhatsApp ordering assistant with Amazon Bedrock AgentCore

Deploy a multimodal WhatsApp ordering assistant with Amazon Bedrock AgentCore

This post shows how to deploy a multimodal WhatsApp ordering assistant built with Amazon Bedrock AgentCore and Amazon Nova 2.…
Designing lifecycle policies for AgentCore memory

Designing lifecycle policies for AgentCore memory

Memory lifecycle policies help long-running agents on Amazon Bedrock AgentCore stay effective by systematically managing what they remember and forget.…
Build a Physical AI model factory with NVIDIA Cosmos 3 on SageMaker HyperPod

Build a Physical AI model factory with NVIDIA Cosmos 3 on SageMaker HyperPod

A Physical AI system, such as a robot or autonomous vehicle (AV) that translates real-world data into physical actions, can’t…
AI-driven development lifecycle using Amazon Bedrock AgentCore

AI-driven development lifecycle using Amazon Bedrock AgentCore

Engineering teams adopting the AI-Driven Development Lifecycle (AI-DLC) with Amazon Bedrock AgentCore and coding agents like Kiro often struggle with…
Accessing OpenAI models on Amazon Bedrock from Australia with global cross-Region inference

Accessing OpenAI models on Amazon Bedrock from Australia with global cross-Region inference

Australian teams working with OpenAI models can now access the latest OpenAI models through Amazon Bedrock. Amazon Bedrock offers OpenAI…
Modernizing and scaling support operations with generative AI on AWS

Modernizing and scaling support operations with generative AI on AWS

Scaling support operations requires handling rising ticket volumes, meeting strict Service Level Agreements (SLAs), adapting to evolving compliance requirements, and…
REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programs

REFACTOR-VLA: Unsupervised Library Learning of Typed Motor Programs

Most current vision-language-action (VLA) models—such as OpenVLA, π0, RT-2, and RDT-1B—are “monolithic.” This means they generate raw motor commands or…
Introducing Claude Fable 5.1 on AWS

Introducing Claude Fable 5.1 on AWS

Today, we’re excited to announce the availability of Claude Fable 5.1 on Amazon Bedrock and Claude Platform on AWS. Claude…
From theory to delivery: How Atos upskilled 400 engineers in agentic AI

From theory to delivery: How Atos upskilled 400 engineers in agentic AI

When Atos set out to upskill 400 engineers from theory to delivery in agentic AI, the team faced a familiar…
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