Reactive Machines

This post is cowritten by  Sebastian Angersbach, Philip Trempler, and Weiran Zhang from Volkswagen Group. Volkswagen Group stands as one…

Projects are a bridge between learning and becoming a professional. While theory builds the basics, employers hire people to solve…

Synthetic data can improve generalization when real data is scarce, but overreliance can introduce distributional inconsistencies that degrade performance. In…

Existing 3D Gaussian scattering methods predict pixel-aligned primitives, resulting in a quadratic increase in the primitive count as the resolution…

It is challenging to generate complete interface code using the Large Language Model (LLM). User interactions are complex and their…

Kia ora! Customers in New Zealand have been asking for access to foundation models (FMs) on Amazon Bedrock from their…

As you deploy generative AI applications to diverse user groups, you might face a significant challenge that impacts user safety…

Although scaling laws for large-scale linguistic models (LLMs) often focus on proxy metrics such as premature loss, predicting declining task…

Video content is now everywhere, from security surveillance and media production to social platforms and enterprise communications. However, extracting meaningful…

In December 2025, we announced the availability of Reinforcement fine-tuning (RFT) on Amazon Bedrock starting with support for Nova models.…