Reactive Machines

If you’ve been managing Amazon Quick legacy Topics alongside your datasets, you know the challenge: two assets that must stay…

Building an AI agent that edits images based on natural language requires an orchestration loop, tool routing, memory management, and…

Although large-scale language models (LLMs) and coding agents are commonly used in user interface (UI) development, developers find it difficult…

Today, we're excited to announce a deep-link integration between Hugging Face and Amazon SageMaker AI. Developers can now go from…

Organizations are increasingly adopting open-weight foundation models (FMs) to power production AI workloads, from agentic coding assistants to long-context document…

Sparse Mixture-of-Experts (MoE) architectures route each token through a subset of experts in each layer independently. We propose to look…

We address the fundamental inconsistencies of attention-based encoder-decoder (AED) models with long-form acoustic encoding. AED models trained for segmented pronunciation…

Want to create a model to use pose estimation? I know something that can be detected, for example, segmentation, scaling…

Social engineering through phishing remains one of the most common tactics for launching cyberattacks. AI-generated phishing email messages now pose…

The domain generalization problem is about learning predictive models that are robust to distributional shifts when applied to new, unprecedented…