TensorRT

NVIDIA Vera Rubin NVL72 Delivers Leading Performance in MLPerf Inference v6.1 Debut

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System performance, efficient infrastructure scaling and continuous software optimization are key levers that determine AI inference economics. Higher system performance means more tokens generated, resulting in higher revenue. Efficient scaling means throughput grows proportionally as hardware gets added, requiring fewer resources to serve users at scale. Continuous optimization means generating more value from infrastructure investments.  […]

Skild AI Taps NVIDIA Physical AI to Teach Robots New Tasks From a Single Video

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Manufacturing floors, warehouses and production lines rarely stay fixed — tasks change, layouts shift and new products arrive, and most robots can’t keep up without significant reprogramming. Skild AI’s new S1 robot foundation model helps address this, designed to learn previously unseen, long-horizon tasks from a single video demonstration. The model, launched last week, uses […]

NVIDIA Blackwell Leads on First Agentic AI Infrastructure Benchmark

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AgentPerf from Artificial Analysis, the industry’s first agentic AI benchmark, gives developers, enterprises and infrastructure providers a clear way to compare systems for agentic AI. In the first round of published results, the NVIDIA Blackwell Ultra NVL72 platform delivers leading performance across the agentic AI workloads tested, running 20x more agents per megawatt than NVIDIA […]

New Data Shows NVIDIA Blackwell Ultra Delivers up to 50x Better Performance and 35x Lower Costs for Agentic AI

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The NVIDIA Blackwell platform has been widely adopted by leading inference providers such as Baseten, DeepInfra, Fireworks AI and Together AI to reduce cost per token by up to 10x. Now, the NVIDIA Blackwell Ultra platform is taking this momentum further for agentic AI. AI agents and coding assistants are driving explosive growth in software-programming-related
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Leading Inference Providers Cut AI Costs by up to 10x With Open Source Models on NVIDIA Blackwell

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A diagnostic insight in healthcare. A character’s dialogue in an interactive game. An autonomous resolution from a customer service agent. Each of these AI-powered interactions is built on the same unit of intelligence: a token. Scaling these AI interactions requires businesses to consider whether they can afford more tokens. The answer lies in better tokenomics
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Cheers to AI: ADAM Robot Bartender Makes Drinks at Vegas Golden Knights Game

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In Las Vegas’s T-Mobile Arena, fans of the Golden Knights are getting more than just hockey — they’re getting a taste of the future. ADAM, a robot developed with NVIDIA Isaac libraries, is pouring drinks and turning heads in one of the NHL’s most exciting venues. ADAM, short for Automated Dual Arm Mixologist, was developed
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NVIDIA Partners With Mistral AI to Accelerate New Family of Open Models

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Today, Mistral AI announced the Mistral 3 family of open-source multilingual, multimodal models, optimized across NVIDIA supercomputing and edge platforms.   Mistral Large 3 is a mixture-of-experts (MoE) model — instead of firing up every neuron for every token, it only activates the parts of the model with the most impact. The result is efficiency
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The AI Makers: NVIDIA Partners in UK Advance Physical and Agentic AI, Robotics, Life Sciences and More

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The U.K. is driving investments in sovereign AI, using the technology to advance industries like manufacturing, life sciences and more. During NVIDIA founder and CEO Jensen Huang’s visit to the U.K. this week, NVIDIA highlighted how it is working with a broad ecosystem of AI makers across the nation on applications in physical and agentic
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NVIDIA Blackwell Ultra Sets the Bar in New MLPerf Inference Benchmark

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Inference performance is critical, as it directly influences the economics of an AI factory. The higher the throughput of AI factory infrastructure, the more tokens it can produce at a high speed — increasing revenue, driving down total cost of ownership (TCO) and enhancing the system’s overall productivity. Less than half a year since its
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OpenAI and NVIDIA Propel AI Innovation With New Open Models Optimized for the World’s Largest AI Inference Infrastructure

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Two new open-weight AI reasoning models from OpenAI released today bring cutting-edge AI development directly into the hands of developers, enthusiasts, enterprises, startups and governments everywhere — across every industry and at every scale. NVIDIA’s collaboration with OpenAI on these open models — gpt-oss-120b and gpt-oss-20b — is a testament to the power of community-driven
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Retail Reboot: Major Global Brands Transform End-to-End Operations With NVIDIA

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AI is packing and shipping efficiency for the retail and consumer packaged goods (CPG) industries, with a majority of surveyed companies in the space reporting the technology is increasing revenue and reducing operational costs. Global brands are reimagining every facet of their businesses with AI, from how products are designed and manufactured to how they’re
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NVIDIA Blackwell Delivers Breakthrough Performance in Latest MLPerf Training Results

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NVIDIA is working with companies worldwide to build out AI factories — speeding the training and deployment of next-generation AI applications that use the latest advancements in training and inference. The NVIDIA Blackwell architecture is built to meet the heightened performance requirements of these new applications. In the latest round of MLPerf Training — the
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NVIDIA and Google Partnership Gains Momentum With the Latest Blackwell and Gemini Announcements

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NVIDIA and Google share a long-standing relationship rooted in advancing AI innovation and empowering the global developer community. This partnership goes beyond infrastructure, encompassing deep engineering collaboration to optimize the computing stack. The latest innovations stemming from this partnership include significant contributions to community software efforts like JAX, OpenXLA, MaxText and llm-d. These foundational optimizations
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That’s One Smart Hospital! Taiwan Medical Centers Deploy Life-Saving Innovations With NVIDIA System-Builder Partners

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Leading healthcare organizations across the globe are using agentic AI, robotics and digital twins of medical environments to enhance surgical precision, boost workflow efficiency, improve medical diagnoses and more. Physical AI and humanoid robots in hospitals have the potential to automate routine tasks, assist with patient care and address workforce shortages. This is especially crucial
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Math Test? No Problems: NVIDIA Team Scores Kaggle Win With Reasoning Model

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The final days of the AI Mathematical Olympiad’s latest competition were a transcontinental relay for team NVIDIA. Every evening, two team members on opposite ends of the U.S. would submit an AI reasoning model to Kaggle — the online Olympics of data science and machine learning. They’d wait a tense five hours before learning how
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From Browsing to Buying: How AI Agents Enhance Online Shopping

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Editor’s note: This post is part of the AI On blog series, which explores the latest techniques and real-world applications of agentic AI, chatbots and copilots. The series also highlights the NVIDIA software and hardware powering advanced AI agents, which form the foundation of AI query engines that gather insights and perform tasks to transform
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Accelerating AI Development With NVIDIA RTX PRO Blackwell Series GPUs and NVIDIA NIM Microservices for RTX

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As generative AI capabilities expand, NVIDIA is equipping developers with the tools to seamlessly integrate AI into creative projects, applications and games to unlock groundbreaking experiences on NVIDIA RTX AI PCs and workstations. At the NVIDIA GTC global AI conference this week, NVIDIA introduced the NVIDIA RTX PRO Blackwell series, a new generation of workstation
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Driving Impact: NVIDIA Expands Automotive Ecosystem to Bring Physical AI to the Streets

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The autonomous vehicle (AV) revolution is here — and NVIDIA is at its forefront, bringing more than two decades of automotive computing, software and safety expertise to power innovation from the cloud to the car. At NVIDIA GTC, a global AI conference taking place this week in San Jose, California, dozens of transportation leaders are
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Animals Crossing: AI Helps Protect Wildlife Across the Globe

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From Seattle, Washington, to Cape Town, South Africa — and everywhere around and between — AI is helping conserve the wild plants and animals that make up the intricate web of life on Earth. It’s critical work that sustains ecosystems and supports biodiversity at a time when the United Nations estimates over 1 million species
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