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Maximize Robotics Performance by Post-Training NVIDIA Cosmos Reason

Decorative image showing VLMs.First unveiled at NVIDIA GTC 2025, NVIDIA Cosmos Reason is an open and fully customizable reasoning vision language model (VLM) for physical AI and robotics….Decorative image showing VLMs.

First unveiled at NVIDIA GTC 2025, NVIDIA Cosmos Reason is an open and fully customizable reasoning vision language model (VLM) for physical AI and robotics. The VLM enables robots and vision AI agents to reason using prior knowledge, physics understanding, and common sense to understand and act in the real world. Given a video and a text prompt, the system first turns the video into tokens…

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How to Instantly Render Real-World Scenes in Interactive Simulation

Turning real-world environments into interactive simulation no longer requires days or weeks of work. With NVIDIA Omniverse NuRec and 3DGUT (3D Gaussian with…

Turning real-world environments into interactive simulation no longer requires days or weeks of work. With NVIDIA Omniverse NuRec and 3DGUT (3D Gaussian with Unscented Transforms), you can reconstruct photorealistic 3D scenes from simple sensor data and deploy them in NVIDIA Isaac Sim or CARLA Simulator—instantly. This post walks you through how to capture real-world data…

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R²D²: Boost Robot Training with World Foundation Models and Workflows from NVIDIA Research

A decorative image.As physical AI systems advance, the demand for richly labeled datasets is accelerating beyond what we can manually capture in the real world. World foundation…A decorative image.

As physical AI systems advance, the demand for richly labeled datasets is accelerating beyond what we can manually capture in the real world. World foundation models (WFMs), which are generative AI models trained to simulate, predict, and reason about future world states based on the dynamics of real-world environments, can help overcome this data challenge. NVIDIA Cosmos is a platform for…

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Introducing AI Sheets: a tool to work with datasets using open AI models!

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Accelerate ND-Parallel: A Guide to Efficient Multi-GPU Training

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Efficient Transforms in cuDF Using JIT Compilation

RAPIDS cuDF offers a broad set of ETL algorithms for processing data with GPUs. For pandas users, cuDF accelerated algorithms are available with the zero code…

RAPIDS cuDF offers a broad set of ETL algorithms for processing data with GPUs. For pandas users, cuDF accelerated algorithms are available with the zero code change solution. For C++ developers and advanced users, working directly with the C++ submodule in cuDF opens new functionality and performance options. The cuDF C++ programming model accepts non-owning views as inputs and returns…

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Train with Terabyte-Scale Datasets on a Single NVIDIA Grace Hopper Superchip Using XGBoost 3.0

Gradient-boosted decision trees (GBDTs) power everything from real-time fraud filters to petabyte-scale demand forecasts. XGBoost open source library has long…

Gradient-boosted decision trees (GBDTs) power everything from real-time fraud filters to petabyte-scale demand forecasts. XGBoost open source library has long been the tool of choice thanks to state-of-the-art accuracy, SHAP-ready explainability, and flexibility to run on laptops, multi-GPU nodes, or Spark clusters. XGBoost version 3.0 was developed with scalability as its north star.

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How Hackers Exploit AI’s Problem-Solving Instincts

As multimodal AI models advance from perception to reasoning, and even start acting autonomously, new attack surfaces emerge. These threats don’t just target…

As multimodal AI models advance from perception to reasoning, and even start acting autonomously, new attack surfaces emerge. These threats don’t just target inputs or outputs; they exploit how AI systems process, synthesize, and reason across modalities. The NVIDIA AI red team identifies and tests these vulnerabilities before attackers do. In our previous semantic prompt injection research…

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The Saga Continues: Stream 2K’s ‘Mafia: The Old Country’ at Launch on GeForce NOW

This GFN Thursday brings an offer members can’t refuse — 2K’s highly anticipated Mafia: The Old Country is launching in the cloud today. The prequel to the award-winning action-adventure Mafia series leads five games joining the cloud this week, including the long-awaited launch of Stormgate 1.0 and early access for THQ Nordic’s Titan Quest II.
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Vision Language Model Alignment in TRL ⚡️