Reactive Machines

Large Language Models for Machine Translation Quality Annotation: Humans and Models Are Both Challenged

Large Language Models for Machine Translation Quality Annotation: Humans and Models Are Both Challenged

Large Language Models (LLMs) are considered to be a more efficient and cost-effective alternative to human judgment for Machine Translation…
Self-Compacting Language Model Agents – Apple Machine Learning Research

Self-Compacting Language Model Agents – Apple Machine Learning Research

Long agent traces composed of chains of thought and tool calls accumulate stale content that anchor subsequent generations, and eventually…
ICYMI: What landed for AI builders in September 2026

ICYMI: What landed for AI builders in September 2026

A recap of the latest Amazon Bedrock, Amazon Bedrock AgentCore, and Strands updates from September 2026 At AWS, we believe…
Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod

Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod

Multiple teams within the same company increasingly need shared access to expensive GPU clusters for their generative AI operations, while…
Normalizing Trajectory Models – Apple Machine Learning Research

Normalizing Trajectory Models – Apple Machine Learning Research

Diffusion-based models decompose sampling into many small Gaussian denoising steps, an assumption that breaks down when generation is compressed to…
Introducing Claude Haiku 5.5 on AWS

Introducing Claude Haiku 5.5 on AWS

Today, we’re excited to announce the availability of Claude Haiku 5.5 on Amazon Bedrock and Claude Platform on AWS. According…
Beyond hours saved: Building the business case for agentic automation

Beyond hours saved: Building the business case for agentic automation

Agentic automation, software that reasons and adapts to complete tasks, is showing up on AI center of excellence (AI CoE)…
Building a context-aware AI assistant on AgentCore and OpenClaw

Building a context-aware AI assistant on AgentCore and OpenClaw

Off-the-shelf AI assistants answer individual questions well, but they fall short on a different axis: continuity. Ask a stateless assistant…
Responsible AI governance: How AWS positions customers to align with ISO/IEC 42005:2025

Responsible AI governance: How AWS positions customers to align with ISO/IEC 42005:2025

With generative AI adoption moving faster than the personal computer or the internet and global AI-related investment in 2025 representing…
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