CONSUMER

Large language models (LLMs) often struggle with accuracy when handling domain-specific questions, especially those requiring multi-hop reasoning or access to proprietary data. While retrieval-augmented generation (RAG) can help, traditional vector search methods often fall short.  In this tutorial, we show you how to implement GraphRAG in combination with fine-tuned GNN+LLM models to achieve 2x accuracy … Read more

Welcome to the first edition of the NVIDIA Robotics Research and Development Digest (R2D2). This technical blog series will give developers and researchers deeper insight and access to the latest physical AI and robotics research breakthroughs across various NVIDIA Research labs. Developing robust robots presents significant challenges, such as: Data Scarcity: Generating diverse, real-world training … Read more

At NVIDIA, we take pride in tackling complex infrastructure challenges with precision and innovation. When Volcano faced GPU underutilization in their NVIDIA DGX Cloud-provisioned Kubernetes cluster, we stepped in to deliver a solution that not only met but exceeded expectations.  By combining advanced scheduling techniques with a deep understanding of distributed workloads, we achieved around … Read more

The past few years have witnessed the rise in popularity of generative AI and large language models (LLMs), as part of a broad AI revolution. As LLM-based applications are rolled out across enterprises, there is a need to determine the cost efficiency of different AI serving solutions. The cost of an LLM application deployment depends … Read more

The newest generation of the popular Llama AI models is here with Llama 4 Scout and Llama 4 Maverick. Accelerated by NVIDIA open-source software, they can achieve over 40K output tokens per second on NVIDIA Blackwell B200 GPUs, and are available to try as NVIDIA NIM microservices. The Llama 4 models are now natively multimodal … Read more

A reckoning has come for mobile app stores. Apple is, by all accounts, going to be forced to open up app distribution on the iPhone thanks to Europe’s Digital Markets Act, and Epic has bested Google in court to show that the Play Store is an illegal monopoly. In a separate case, Google was sued … Read more

Nearly 300,000 women across the globe die each year due to complications arising from pregnancy or childbirth. The number of stillborns and babies that die within their first month tops nearly 4M every year. April 7 marks World Health Day, which this year focuses on raising awareness about efforts to end preventable maternal and newborn … Read more

For tech media like Hot Hardware, the new year means a plethora of new tech, as CES in Las Vegas kicks off just after the holiday. It’s always exciting to see the new products and fresh announcements, but the multitude of reveals and unveilings can be tough to track, especially if you’re at the show. … Read more

Earlier this year, we released AMD Radeon™ Anti-Lag 2 1, a big upgrade that takes our in-driver latency-reducing technology to the next level, becoming a game-integrated solution for the ultimate in low-latency gaming.   For the initial launch of AMD Radeon Anti-Lag 2, we worked closely with Valve to integrate it into Counter-Strike 2 and Dota … Read more

This updated post was originally published on March 18, 2025. Organizations are embracing AI agents to enhance productivity and streamline operations. To maximize their impact, these agents need strong reasoning abilities to navigate complex problems, uncover hidden connections, and make logical decisions autonomously in dynamic environments. Due to their ability to tackle complex problems, reasoning … Read more