featured – NVIDIA Technical BlogNews and tutorials for developers, data scientists, and IT admins2025-04-17T23:03:23Zhttp://www.open-lab.net/blog/feed/Chris Deottehttps://www.kaggle.com/cdeotte<![CDATA[Grandmaster Pro Tip: Winning First Place in Kaggle Competition with Feature Engineering using NVIDIA cuDF-pandas]]>http://www.open-lab.net/blog/?p=989382025-04-17T23:03:23Z2025-04-17T23:03:20ZFeature engineering remains one of the most effective ways to improve model accuracy when working with tabular data. Unlike domains such as NLP and computer...
]]>0James Bigler<![CDATA[Neural Rendering in NVIDIA OptiX Using Cooperative Vectors]]>http://www.open-lab.net/blog/?p=988142025-04-17T19:43:30Z2025-04-17T17:00:00ZThe release of NVIDIA OptiX 9.0 introduces a new feature called cooperative vectors that enables AI workflows as part of ray tracing kernels. The feature...
]]>0Elias Wolfberg<![CDATA[AI-Generated Heat Maps Keep Seniors and their Privacy Safe]]>http://www.open-lab.net/blog/?p=988912025-04-17T19:35:21Z2025-04-16T20:00:10ZBy 2030, more than one in five Americans will be 65 or older, becoming the United States�� largest group of seniors ever. Silicon Valley-based startup Butlr...
]]>0Daniel Rodriguez<![CDATA[Announcing ComputeEval, an Open-Source Framework for Evaluating LLMs on CUDA]]>http://www.open-lab.net/blog/?p=988852025-04-17T19:35:22Z2025-04-16T16:48:07ZLarge language models (LLMs) are revolutionizing how developers code and how they learn to code. For seasoned or junior developers alike, today��s...
]]>0Sebastian Haan<![CDATA[Developing an AI-Powered Tool for Automatic Citation Validation Using NVIDIA NIM]]>http://www.open-lab.net/blog/?p=983152025-04-17T19:35:23Z2025-04-16T16:40:50ZThe accuracy of citations is crucial for maintaining the integrity of both academic and AI-generated content. When citations are inaccurate or wrong, they can...
]]>0Ziyue Xu<![CDATA[Efficient Federated Learning in the Era of LLMs with Message Quantization and Streaming]]>http://www.open-lab.net/blog/?p=985532025-04-17T19:35:24Z2025-04-16T16:00:00ZFederated learning (FL) has emerged as a promising approach for training machine learning models across distributed data sources while preserving data privacy....
]]>1Nirmal Kumar Juluru<![CDATA[NVIDIA Llama Nemotron Ultra Open Model Delivers Groundbreaking Reasoning Accuracy]]>http://www.open-lab.net/blog/?p=988552025-04-17T19:35:25Z2025-04-15T18:00:00ZAI is no longer just about generating text or images��it��s about deep reasoning, detailed problem-solving, and powerful adaptability for real-world...
]]>0Tanya Lenz<![CDATA[Event: Data Filtering Challenge for Training Edge Language Models]]>http://www.open-lab.net/blog/?p=985422025-04-17T19:35:26Z2025-04-15T15:00:00ZYou��re invited to join the challenge. Develop and apply innovative data filtering techniques to curate datasets that enhance edge LM performance.
]]>0Ziyue Xu<![CDATA[Effortless Federated Learning on Mobile with NVIDIA FLARE and Meta ExecuTorch]]>http://www.open-lab.net/blog/?p=985602025-04-17T19:35:27Z2025-04-11T18:37:54ZNVIDIA and the PyTorch team at Meta announced a groundbreaking collaboration that brings federated learning (FL) capabilities to mobile devices through the...
]]>1Brian Sparks<![CDATA[NVIDIA Helps Build AI Factories Faster Than Ever with NVIDIA DGX SuperPOD]]>http://www.open-lab.net/blog/?p=985792025-04-17T19:35:28Z2025-04-11T18:35:30ZIn a cavernous room at an undisclosed location in Japan, a digital revolution is unfolding. Racks of servers stand like giants, their sleek frames linked by...
]]>0Berkin Kartal<![CDATA[AI Fabric Resiliency and Why Network Convergence Matters]]>http://www.open-lab.net/blog/?p=985742025-04-17T19:35:28Z2025-04-11T18:26:06ZHigh-performance computing and deep learning workloads are extremely sensitive to latency. Packet loss forces retransmission or stalls in the communication...
]]>0Michelle Horton<![CDATA[AI Advances Parkinson��s Detection Using Standard MRI Scans]]>http://www.open-lab.net/blog/?p=986362025-04-17T19:35:29Z2025-04-11T16:58:59ZA simple brain scan may soon be all that's needed to accurately diagnose Parkinson��s disease, thanks to a new AI-powered tool. The advancement could help...
]]>0Graham Lopez<![CDATA[Just Released: NVIDIA HPC SDK v25.3]]>http://www.open-lab.net/blog/?p=986462025-04-17T19:35:30Z2025-04-10T20:20:32ZThe HPC SDK v25.3 release includes support for NVIDIA Blackwell GPUs and an optimized allocator for Arm CPUs.
]]>0Shai Shen-Orr<![CDATA[Curating Biological Findings from Scientific Literature with NVIDIA NIM]]>http://www.open-lab.net/blog/?p=985262025-04-17T19:35:31Z2025-04-10T18:30:00ZScientific papers are highly heterogeneous, often employing diverse terminologies for the same entities, using varied methodologies to study biological...
]]>0Prem Sagar Gali<![CDATA[Efficiently Scaling Polars GPU Parquet Reader]]>http://www.open-lab.net/blog/?p=984352025-04-17T19:35:32Z2025-04-10T16:30:00ZWhen working with large datasets, the performance of your data processing tools becomes critical. Polars, an open-source library for data manipulation known for...
]]>0Matheen Raza<![CDATA[Delivering NVIDIA Accelerated Computing for Enterprise AI Workloads with Rafay]]>http://www.open-lab.net/blog/?p=985332025-04-17T19:35:33Z2025-04-09T20:09:43ZThe worldwide adoption of generative AI has driven massive demand for accelerated compute hardware globally. In enterprises, this has accelerated the deployment...
]]>0Ashish Sardana<![CDATA[Prevent LLM Hallucinations with the Cleanlab Trustworthy Language Model in NVIDIA NeMo Guardrails]]>http://www.open-lab.net/blog/?p=984562025-04-17T19:35:34Z2025-04-09T20:00:00ZAs more enterprises integrate LLMs into their applications, they face a critical challenge: LLMs can generate plausible but incorrect responses, known as...
]]>0Tyler Whitehouse<![CDATA[Just Released: NVIDIA AI Workbench 2025.03.10]]>http://www.open-lab.net/blog/?p=985492025-04-17T19:35:34Z2025-04-09T18:45:41ZNVIDIA AI Workbench 2025.03.10 features streamlined onboarding and enhanced UX for multicontainer projects.
]]>0Christian Munley<![CDATA[Stanford Das Lab Accelerates RNA Folding Research with NVIDIA DGX Cloud]]>http://www.open-lab.net/blog/?p=968402025-04-17T19:35:35Z2025-04-09T16:00:00ZThe Das Lab at Stanford is revolutionizing RNA folding research with a unique approach that leverages community involvement and accelerated computing. With the...
]]>0Chris Alexiuk<![CDATA[Build Enterprise AI Agents with Advanced Open NVIDIA Llama Nemotron Reasoning Models]]>http://www.open-lab.net/blog/?p=971552025-04-17T19:35:36Z2025-04-08T22:05:00ZThis updated post was originally published on March 18, 2025. Organizations are embracing AI agents to enhance productivity and streamline operations. To...
]]>0Elias Wolfberg<![CDATA[Using AI to Better Understand the Ocean]]>http://www.open-lab.net/blog/?p=985012025-04-17T19:35:37Z2025-04-08T18:04:55ZHumans know more about deep space than we know about Earth��s deepest oceans. But scientists have plans to change that��with the help of AI. ��We have...
]]>0Vinay Raman<![CDATA[Evaluating and Enhancing RAG Pipeline Performance Using Synthetic Data?]]>http://www.open-lab.net/blog/?p=979272025-04-17T19:35:37Z2025-04-07T18:39:06ZAs large language models (LLM) gain popularity in various question-answering systems, retrieval-augmented generation (RAG) pipelines have also become a focal...
]]>0Elias Wolfberg<![CDATA[Startups Use AI to Deliver Better Maternal and Newborn Care]]>http://www.open-lab.net/blog/?p=984862025-04-17T19:53:25Z2025-04-07T17:55:39ZNearly 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...
]]>0Sama Bali<![CDATA[Event: HP & NVIDIA Developer Challenge]]>http://www.open-lab.net/blog/?p=984872025-04-17T19:35:39Z2025-04-07T17:54:00ZJoin the hackathon to build open-source AI solutions, optimize models, enhance workflows, connect with peers, and win prizes.
]]>0Anu Srivastava<![CDATA[NVIDIA Accelerates Inference on Meta Llama 4 Scout and Maverick]]>http://www.open-lab.net/blog/?p=984682025-04-17T19:54:26Z2025-04-06T02:18:34ZThe 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...
]]>1Matt Ahrens<![CDATA[Accelerating Apache Parquet Scans on Apache Spark with GPUs]]>http://www.open-lab.net/blog/?p=983502025-04-17T19:35:40Z2025-04-03T16:18:03ZAs data sizes have grown in enterprises across industries, Apache Parquet has become a prominent format for storing data. Apache Parquet is a columnar storage...
]]>1Ashraf Eassa<![CDATA[NVIDIA Blackwell Delivers Massive Performance Leaps in MLPerf Inference v5.0]]>http://www.open-lab.net/blog/?p=983672025-04-17T19:35:41Z2025-04-02T18:14:48ZThe compute demands for large language model (LLM) inference are growing rapidly, fueled by the combination of growing model sizes, real-time latency...
]]>0Vinh Nguyen<![CDATA[LLM Benchmarking: Fundamental Concepts]]>http://www.open-lab.net/blog/?p=982152025-04-17T19:35:42Z2025-04-02T17:00:00ZThe 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...
]]>0Elias Wolfberg<![CDATA[How AI Is Shaping Climate Innovation and Sustainable Growth]]>http://www.open-lab.net/blog/?p=983582025-04-17T19:35:43Z2025-04-01T21:14:54ZAt GTC 2025, a panel of industry leaders from across the tech ecosystem shared how they��re using AI to mitigate and prepare customers for the increasingly...
]]>0Ronen Dar<![CDATA[NVIDIA Open Sources Run:ai Scheduler to Foster Community Collaboration]]>http://www.open-lab.net/blog/?p=980942025-04-03T18:44:43Z2025-04-01T09:00:00ZToday, NVIDIA announced the open-source release of the KAI Scheduler, a Kubernetes-native GPU scheduling solution, now available under the Apache 2.0 license....
]]>0Ameya Parab<![CDATA[Practical Tips for Preventing GPU Fragmentation for Volcano Scheduler]]>http://www.open-lab.net/blog/?p=981712025-04-03T18:44:56Z2025-03-31T20:00:54ZAt NVIDIA, we take pride in tackling complex infrastructure challenges with precision and innovation. When Volcano faced GPU underutilization in their NVIDIA...
]]>0Ashley Goldstein<![CDATA[Simulating Robots in Industrial Facility Digital Twins]]>http://www.open-lab.net/blog/?p=982012025-04-03T18:45:08Z2025-03-31T16:00:00ZIndustrial enterprises are embracing physical AI and autonomous systems to transform their operations. This involves deploying heterogeneous robot fleets that...
]]>0Brad Smith<![CDATA[A New Era in Data Center Networking with NVIDIA Silicon Photonics-based Network Switching]]>http://www.open-lab.net/blog/?p=979172025-04-03T18:45:19Z2025-03-27T16:00:00ZNVIDIA is breaking new ground by integrating silicon photonics directly with its NVIDIA Quantum and NVIDIA Spectrum switch ICs. At GTC 2025, we announced the...
]]>0Asawaree Bhide<![CDATA[R2D2: Advancing Robot Mobility and Whole-Body Control with Novel Workflows and AI Foundation Models from NVIDIA Research]]>http://www.open-lab.net/blog/?p=981932025-04-03T18:45:30Z2025-03-27T15:00:00ZWelcome to the first edition of the NVIDIA Robotics Research and Development Digest (R2D2). This technical blog series will give developers and researchers...
]]>0Arun Raman<![CDATA[Deploying the NVIDIA AI Blueprint for Cost-Efficient LLM Routing]]>http://www.open-lab.net/blog/?p=980062025-04-03T18:45:52Z2025-03-26T22:01:20ZSince the release of ChatGPT in November 2022, the capabilities of large language models (LLMs) have surged, and the number of available models has grown...
]]>0Brian Shi<![CDATA[Boosting Q&A Accuracy with GraphRAG Using PyG and Graph Databases]]>http://www.open-lab.net/blog/?p=979002025-04-03T18:46:06Z2025-03-26T21:41:08ZLarge language models (LLMs) often struggle with accuracy when handling domain-specific questions, especially those requiring multi-hop reasoning or access to...
]]>0Cole Swain<![CDATA[Spotlight: Tomorrow.io?Transforms Global Weather Resilience with NVIDIA AI]]>http://www.open-lab.net/blog/?p=980232025-04-03T18:46:17Z2025-03-26T21:19:34ZFrom hyperlocal forecasts that guide daily operations to planet-scale models illuminating new climate insights, the world is entering a new frontier in weather...
]]>0Pomi Lee<![CDATA[Just Released: Omniverse Kit 107.0]]>http://www.open-lab.net/blog/?p=982102025-04-03T18:46:32Z2025-03-26T19:25:39ZKit SDK 107.0 is a major update release with primary updates for robotics development.
]]>0John Ashcroft<![CDATA[Powering Flood Risk Assessment with NVIDIA Earth-2]]>http://www.open-lab.net/blog/?p=979742025-04-03T18:46:47Z2025-03-25T20:59:12ZInland flooding causes significant economic and societal impacts annually. Of the eight natural disasters costing the insurance industry over $1 billion in...
]]>0Pradyumna Desale<![CDATA[Automating AI Factories with NVIDIA Mission Control]]>http://www.open-lab.net/blog/?p=980122025-04-03T18:47:00Z2025-03-25T18:45:11ZAdvanced AI models such as DeepSeek-R1 are proving that enterprises can now build cutting-edge AI models specialized with their own data and expertise. These...
]]>0Xavier Renard<![CDATA[Spotlight: AXA Explores AI-Driven Hurricane Risk Assessment]]>http://www.open-lab.net/blog/?p=980962025-04-03T18:47:11Z2025-03-25T17:47:06ZLarge ensembles are essential for predicting rare, high-impact events that cannot be fully understood through historical data alone. By simulating thousands of...
]]>0Annamalai Chockalingam<![CDATA[Kickstart Your AI Journey on RTX AI PCs and Workstations with NVIDIA NIM Microservices]]>http://www.open-lab.net/blog/?p=979912025-04-03T18:47:34Z2025-03-25T13:00:00ZWith emerging use cases such as digital humans, agents, podcasts, images, and video generation, generative AI is changing the way we interact with PCs. This...
]]>0Holger Roth<![CDATA[Supercharging the Federated Learning Ecosystem by Integrating Flower and NVIDIA FLARE]]>http://www.open-lab.net/blog/?p=940452025-04-03T18:49:37Z2025-03-24T16:00:00ZIn recent years, open-source systems like Flower and NVIDIA FLARE have emerged as pivotal tools in the federated learning (FL) landscape, each with its unique...
]]>1Zohim Chandani<![CDATA[NVIDIA CUDA-Q Powers Quantum Applications Research]]>http://www.open-lab.net/blog/?p=977582025-04-03T18:47:54Z2025-03-20T19:00:00ZThe NVIDIA CUDA-Q platform is designed to streamline software and hardware development for hybrid, accelerated quantum supercomputers. Users can write code...
]]>0Uttara Kumar<![CDATA[Boost Llama Model Performance on Microsoft Azure AI Foundry with NVIDIA TensorRT-LLM]]>http://www.open-lab.net/blog/?p=970082025-03-20T18:45:42Z2025-03-20T15:00:00ZMicrosoft, in collaboration with NVIDIA, announced transformative performance improvements for the Meta Llama family of models on its Azure AI Foundry platform....
]]>0Ansley Dunn<![CDATA[Easily Build Edge AI Apps with Dynamic Flow Control in NVIDIA Holoscan 3.0]]>http://www.open-lab.net/blog/?p=977462025-03-20T18:03:11Z2025-03-20T13:30:00ZNVIDIA announced at GTC 2025 the release of NVIDIA Holoscan 3.0, the real-time AI sensor processing platform. This latest version provides dynamic flow control,...
]]>0Dave Salvator<![CDATA[NVIDIA Blackwell Ultra for the Era of AI Reasoning]]>http://www.open-lab.net/blog/?p=967612025-03-20T22:34:30Z2025-03-19T18:00:15ZFor years, advancements in AI have followed a clear trajectory through pretraining scaling: larger models, more data, and greater computational resources lead...
]]>0Jonathan Ferrer Mestres<![CDATA[NVIDIA Earth-2 Powers Regional AI Weather Forecasting in the United Arab Emirates]]>http://www.open-lab.net/blog/?p=970742025-03-31T20:49:26Z2025-03-19T16:01:00ZIn the United Arab Emirates (UAE), extreme weather events disrupt daily life, delaying flights, endangering transportation, and complicating urban planning....
]]>0CC Chong<![CDATA[NVIDIA Aerial Omniverse Digital Twin Boosts Development of AI-Native Wireless and Deployment Flexibility]]>http://www.open-lab.net/blog/?p=969552025-03-25T19:00:35Z2025-03-19T16:00:00ZThe wireless industry stands at the brink of a transformation, driven by the fusion of AI with advanced 5G and upcoming 6G technologies that promise...
]]>0Michael Zephyr<![CDATA[MONAI Integrates Advanced Agentic Architectures to Establish Multimodal Medical AI Ecosystem]]>http://www.open-lab.net/blog/?p=976382025-03-20T17:09:39Z2025-03-19T16:00:00ZThe growing volume and complexity of medical data��and the pressing need for early disease diagnosis and improved healthcare efficiency��are driving...
]]>0Kyle Tretina<![CDATA[Guiding Generative Molecular Design with Experimental Feedback Using Oracles]]>http://www.open-lab.net/blog/?p=969662025-03-25T17:23:57Z2025-03-19T15:00:00ZGenerative chemistry with AI has the potential to revolutionize how scientists approach drug discovery and development, health, and materials science and...
]]>0TJ Chen<![CDATA[Shrink Genomics and Single-Cell Analysis Time to Minutes with NVIDIA Parabricks and NVIDIA AI Blueprints]]>http://www.open-lab.net/blog/?p=969792025-03-20T18:33:12Z2025-03-19T15:00:00ZNVIDIA Parabricks is a scalable genomics analysis software suite that solves omics challenges with accelerated computing and deep learning to unlock new...
]]>0Vishal Ganeriwala<![CDATA[Seamlessly Scale AI Across Cloud Environments with NVIDIA DGX Cloud Serverless Inference]]>http://www.open-lab.net/blog/?p=971922025-03-20T17:07:54Z2025-03-18T21:22:51ZNVIDIA DGX Cloud Serverless Inference is an auto-scaling AI inference solution that enables application deployment with speed and reliability. Powered by NVIDIA...
]]>0Emily Potyraj<![CDATA[Measure and Improve AI Workload Performance with NVIDIA DGX Cloud Benchmarking]]>http://www.open-lab.net/blog/?p=975482025-03-20T17:07:42Z2025-03-18T21:21:17ZAs AI capabilities advance, understanding the impact of hardware and software infrastructure choices on workload performance is crucial for both technical...
]]>0Mostafa Toloui<![CDATA[Introducing NVIDIA Isaac for Healthcare, an AI-Powered Medical Robotics Development Platform]]>http://www.open-lab.net/blog/?p=971372025-04-15T18:15:11Z2025-03-18T20:30:00ZThe future of MedTech is robotic��hospitals will be fully automated, with AI-driven surgical systems, robotic assistants, and autonomous patient care...
]]>1Hao Wang<![CDATA[Petabyte-Scale Video Processing with NVIDIA NeMo Curator on NVIDIA DGX Cloud]]>http://www.open-lab.net/blog/?p=970312025-03-20T17:07:03Z2025-03-18T19:22:51ZWith the rise of physical AI, video content generation has surged exponentially. A single camera-equipped autonomous vehicle can generate more than 1 TB of...
]]>3Ruchika Kharwar<![CDATA[NVIDIA NeMo Retriever Delivers Accurate Multimodal PDF Data Extraction 15x Faster]]>http://www.open-lab.net/blog/?p=971612025-03-21T19:15:59Z2025-03-18T19:20:51ZEnterprises are generating and storing more multimodal data than ever before, yet traditional retrieval systems remain largely text-focused. While they can...
]]>0Aaron Luk<![CDATA[Using OpenUSD for Modular and Scalable Robotic Simulation and Development]]>http://www.open-lab.net/blog/?p=972042025-03-25T15:22:02Z2025-03-18T19:20:46ZThe world of robotics is undergoing a significant transformation, driven by rapid advancements in physical AI. This evolution is accelerating the time to market...
]]>0Connor Smith<![CDATA[Building a Synthetic Motion Generation Pipeline for Humanoid Robot Learning]]>http://www.open-lab.net/blog/?p=945832025-03-31T20:49:02Z2025-03-18T19:08:52ZThis post was originally published January 2025 but has been extensively revised with new information. General-purpose humanoid robots are designed to adapt...
]]>0Christian Munley<![CDATA[Improve AI Code Generation Using NVIDIA Agent Intelligence Toolkit]]>http://www.open-lab.net/blog/?p=969372025-04-14T20:35:36Z2025-03-18T19:07:50ZWith the release of NVIDIA Agent Intelligence toolkit��an open-source library for connecting and optimizing teams of AI agents��developers, professionals, and...
]]>1Sylendran Arunagiri<![CDATA[Maximize AI Agent Performance with Data Flywheels Using NVIDIA NeMo Microservices]]>http://www.open-lab.net/blog/?p=970462025-03-20T17:02:45Z2025-03-18T19:05:30ZAs agentic AI systems evolve and become essential for optimizing business processes, it is crucial for developers to update them regularly to stay aligned with...
]]>0Amr Elmeleegy<![CDATA[Introducing NVIDIA Dynamo, A Low-Latency Distributed Inference Framework for Scaling Reasoning AI Models]]>http://www.open-lab.net/blog/?p=952742025-04-14T19:36:28Z2025-03-18T17:50:00ZNVIDIA announced the release of NVIDIA Dynamo today at GTC 2025. NVIDIA Dynamo is a high-throughput, low-latency open-source inference serving framework for...
]]>1Siddharth Sharma<![CDATA[NVIDIA cuML Brings Zero Code Change Acceleration to scikit-learn]]>http://www.open-lab.net/blog/?p=970912025-03-31T20:46:59Z2025-03-18T17:42:25ZScikit-learn, the most widely used ML library, is popular for processing tabular data because of its simple API, diversity of algorithms, and compatibility with...
]]>0Hengyun (Harry) Zhou<![CDATA[NVIDIA and QuEra Decode Quantum Errors with AI]]>http://www.open-lab.net/blog/?p=970012025-03-31T20:48:43Z2025-03-18T17:42:20ZQubits are inherently sensitive to noise, and it is expected that even the most robust qubits will always exhibit noise levels orders of magnitude from what��s...
]]>0Ashraf Eassa<![CDATA[NVIDIA Blackwell Delivers World-Record DeepSeek-R1 Inference Performance]]>http://www.open-lab.net/blog/?p=973522025-03-24T18:58:36Z2025-03-18T17:41:42ZNVIDIA announced world-record DeepSeek-R1 inference performance at NVIDIA GTC 2025. A single NVIDIA DGX system with eight NVIDIA Blackwell GPUs can achieve over...
]]>1Kalyan Meher Vadrevu<![CDATA[Accelerate Generalist Humanoid Robot Development with NVIDIA Isaac GR00T N1]]>http://www.open-lab.net/blog/?p=970162025-03-31T20:48:04Z2025-03-18T17:40:00ZHumanoid robots are designed to adapt to human workspaces, tackling repetitive or demanding tasks. However, creating general-purpose humanoid robots for...
]]>0Pranjali Joshi<![CDATA[Scale Synthetic Data and Physical AI Reasoning with NVIDIA Cosmos World Foundation Models]]>http://www.open-lab.net/blog/?p=971322025-03-20T22:36:58Z2025-03-18T16:00:47ZThe next generation of AI-driven robots like humanoids and autonomous vehicles depends on high-fidelity, physics-aware training data. Without diverse and...
]]>0Spencer Huang<![CDATA[Announcing Newton, an Open-Source Physics Engine for Robotics Simulation]]>http://www.open-lab.net/blog/?p=972532025-03-20T22:37:13Z2025-03-18T15:59:36ZPhysical AI models enable robots to autonomously perceive, interpret, reason, and interact with the real world. Accelerated computing and simulations are key to...
]]>5Allyson Vasquez<![CDATA[NVIDIA RTX Advances with Neural Rendering and Digital Human Technologies at GDC 2025]]>http://www.open-lab.net/blog/?p=973902025-04-17T18:19:25Z2025-03-18T00:00:00ZAI is transforming how we experience our favorite games. It is unlocking new levels of visuals, performance, and gameplay possibilities with neural rendering...
]]>3Erik Ordentlich<![CDATA[Accelerate Apache Spark ML on NVIDIA GPUs with Zero Code Change]]>http://www.open-lab.net/blog/?p=967682025-03-06T20:05:13Z2025-03-06T19:49:16ZThe NVIDIA RAPIDS Accelerator for Apache Spark software plug-in pioneered a zero code change user experience (UX) for GPU-accelerated data processing. It...
]]>0Tanay Varshney<![CDATA[How Using a Reranking Microservice Can Improve Accuracy and Costs of Information Retrieval]]>http://www.open-lab.net/blog/?p=963632025-03-06T20:05:47Z2025-03-06T18:33:38ZApplications requiring high-performance information retrieval span a wide range of domains, including search engines, knowledge management systems, AI agents,...
]]>0Michelle Horton<![CDATA[Top Physical AI and Robotics Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=967652025-03-06T19:26:33Z2025-03-06T00:59:23ZJoin these sessions to learn how accelerated computing, generative AI, and physics-based world simulation are advancing physical and embodied AI.
]]>0Gareth Sylvester-Bradley<![CDATA[Supercharging Live Media Workflows with NVIDIA NIM and NVIDIA Holoscan for Media]]>http://www.open-lab.net/blog/?p=966502025-03-06T19:26:34Z2025-03-05T21:11:31ZNVIDIA Holoscan for Media is an NVIDIA-accelerated platform designed for multi-vendor live production and AI. It will be showcased at GTC, highlighting NVIDIA...
]]>0Max Bickley<![CDATA[Stream AR Experiences to the Apple iPad with NVIDIA Omniverse]]>http://www.open-lab.net/blog/?p=966012025-03-06T19:26:35Z2025-03-05T18:28:29ZRecently announced at MWC Barcelona, developers can now stream augmented reality (AR) experiences built with NVIDIA Omniverse to the Apple iPad. Omniverse, a...
]]>0Mark J. Bennett<![CDATA[GPU-Accelerate Algorithmic Trading Simulations by over 100x with Numba]]>http://www.open-lab.net/blog/?p=966522025-03-10T23:13:45Z2025-03-04T21:44:01ZQuantitative developers need to run back-testing simulations to see how financial algorithms perform from a profit and loss (P&L) standpoint. Statistical...
]]>0Michelle Horton<![CDATA[Top Conversational AI Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=966942025-03-06T19:26:36Z2025-03-04T19:00:00ZLearn how to accelerate the full pipeline, from multilingual speech recognition and translation to generative AI and speech synthesis.
]]>0Michelle Horton<![CDATA[Top Generative AI Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=966892025-03-06T19:51:57Z2025-03-03T23:45:42ZDiscover cutting-edge AI and data science innovations from top generative AI teams at NVIDIA GTC 2025.
]]>0Elias Wolfberg<![CDATA[AI Model Offers Conservationists New Tools to Protect Fisheries, Wildlife at Scale]]>http://www.open-lab.net/blog/?p=966712025-03-06T19:26:37Z2025-03-03T17:48:01ZIn an effort to rein in illicit fishing, researchers have unveiled a new open-source AI model that can accurately identify what virtually all of the world��s...
]]>0Aditi Bodhankar<![CDATA[Measuring the Effectiveness and Performance of AI Guardrails in Generative AI Applications]]>http://www.open-lab.net/blog/?p=965622025-03-06T19:26:38Z2025-03-03T17:22:09ZSafeguarding AI agents and other conversational AI applications to ensure safe, on-brand and reliable behavior is essential for enterprises. NVIDIA NeMo...
]]>0Mehran Maghoumi<![CDATA[Build an AI Agent with Expert Reasoning Capabilities Using the DeepSeek-R1 NIM]]>http://www.open-lab.net/blog/?p=960302025-03-06T19:52:48Z2025-02-28T20:23:51ZAI agents are transforming business operations by automating processes, optimizing decision-making, and streamlining actions. Their effectiveness hinges on...
]]>0Douglas Moore<![CDATA[Accelerate Medical Imaging AI Operations with Databricks Pixels 2.0 and MONAI]]>http://www.open-lab.net/blog/?p=965302025-03-06T19:26:39Z2025-02-28T18:11:50ZAccording to the World Health Organization (WHO), 3.6 billion medical imaging tests are performed every year globally to diagnose, monitor, and treat various...
]]>0Ben Oliveri<![CDATA[Featured OpenUSD Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=966262025-03-06T19:26:40Z2025-02-28T18:03:49ZLearn how to adopt and evolve OpenUSD for the world's physical and industrial AI data pipelines and workflows.
]]>0Sangjune Park<![CDATA[Spotlight: NAVER Place Optimizes SLM-Based Vertical Services with NVIDIA TensorRT-LLM]]>http://www.open-lab.net/blog/?p=962792025-03-18T18:24:30Z2025-02-28T17:57:49ZNAVER is a popular South Korean search engine company that offers Naver Place, a geo-based service that provides detailed information about millions of...
]]>0Tom Augspurger<![CDATA[High-Performance Remote IO With NVIDIA KvikIO]]>http://www.open-lab.net/blog/?p=965822025-03-06T19:26:42Z2025-02-27T17:55:52ZWorkloads processing large amounts of data, especially those running on the cloud, will often use an object storage service (S3, Google Cloud Storage, Azure...
]]>1Anu Srivastava<![CDATA[Latest Multimodal Addition to Microsoft Phi SLMs Trained on NVIDIA GPUs]]>http://www.open-lab.net/blog/?p=965192025-03-06T19:26:43Z2025-02-26T22:05:00ZLarge language models (LLMs) have permeated every industry and changed the potential of technology. However, due to their massive size they are not practical...
]]>0Yifan Wu<![CDATA[Accelerating Scientific Literature Reviews with NVIDIA NIM Microservices for LLMs]]>http://www.open-lab.net/blog/?p=963242025-03-06T19:26:43Z2025-02-26T17:00:00ZA well-crafted systematic review is often the initial step for researchers exploring a scientific field. For scientists new to this field, it provides a...
]]>0Francesco Ciannella<![CDATA[Building a Simple VLM-Based Multimodal Information Retrieval System with NVIDIA NIM]]>http://www.open-lab.net/blog/?p=961512025-03-06T19:26:45Z2025-02-26T17:00:00ZIn today��s data-driven world, the ability to retrieve accurate information from even modest amounts of data is vital for developers seeking streamlined,...
]]>1Shubham Agrawal<![CDATA[Vision Language Model Prompt Engineering Guide for Image and Video Understanding]]>http://www.open-lab.net/blog/?p=962292025-03-06T19:26:45Z2025-02-26T16:25:34ZVision language models (VLMs) are evolving at a breakneck speed. In 2020, the first VLMs revolutionized the generative AI landscape by bringing visual...
]]>0Shawn Sipprell<![CDATA[Featured Spatial Computing and XR Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=965402025-03-06T19:26:46Z2025-02-26T01:35:26ZExplore the future of extended reality, and learn how spatial computing is changing the future of immersive development and industry workflows.
]]>0Mark Ren<![CDATA[Configurable Graph-Based Task Solving with the Marco Multi-AI Agent Framework for Chip Design]]>http://www.open-lab.net/blog/?p=962092025-03-06T19:26:47Z2025-02-25T22:17:28ZChip and hardware design presents numerous challenges stemming from its complexity and advancing technologies. These challenges result in longer turn-around...
]]>0Leon Derczynski<![CDATA[Defining LLM Red Teaming]]>http://www.open-lab.net/blog/?p=962392025-03-06T19:26:48Z2025-02-25T18:49:26ZThere is an activity where people provide inputs to generative AI technologies, such as large language models (LLMs), to see if the outputs can be made to...
]]>0Rich Harang<![CDATA[Agentic Autonomy Levels and Security]]>http://www.open-lab.net/blog/?p=963412025-03-06T19:26:49Z2025-02-25T18:45:05ZAgentic workflows are the next evolution in AI-powered tools. They enable developers to chain multiple AI models together to perform complex activities, enable...
]]>0Anton Anders<![CDATA[NVIDIA cuDSS Advances Solver Technologies for Engineering and Scientific Computing]]>http://www.open-lab.net/blog/?p=964662025-03-06T19:26:49Z2025-02-25T18:30:56ZNVIDIA cuDSS is a first-generation sparse direct solver library designed to accelerate engineering and scientific computing. cuDSS is increasingly adopted in...
]]>0Joe Bungo<![CDATA[NVIDIA Deep Learning Institute Releases New Generative AI Teaching Kit]]>http://www.open-lab.net/blog/?p=883882025-03-06T19:26:50Z2025-02-25T17:47:49ZGenerative AI, powered by advanced machine learning models and deep neural networks, is revolutionizing industries by generating novel content and driving...
]]>6Vishesh Lokras<![CDATA[NVIDIA Video Codec SDK 13.0 Powered by NVIDIA Blackwell]]>http://www.open-lab.net/blog/?p=963772025-03-06T19:26:51Z2025-02-24T22:55:30ZThe release of NVIDIA Video Codec SDK 13.0 marks a significant upgrade, adding support for the latest-generation NVIDIA Blackwell GPUs. This version brings a...
]]>0Charu Chaubal<![CDATA[NVIDIA AI Enterprise Adds Support for NVIDIA H200 NVL]]>http://www.open-lab.net/blog/?p=964242025-03-06T19:26:52Z2025-02-24T22:37:47ZNVIDIA AI Enterprise is the cloud-native software platform for the development and deployment of production-grade AI solutions. The latest release of the NVIDIA...
]]>0Ravi Chaudhary<![CDATA[Enabling Stereoscopic and 3D Views Using MV-HEVC in NVIDIA Video Codec SDK 13.0]]>http://www.open-lab.net/blog/?p=963662025-03-06T19:26:53Z2025-02-24T22:32:34ZNVIDIA announces the implementation of Multi-View High Efficiency Video Coding (MV-HEVC) encoder in the latest NVIDIA Video Codec SDK release, version 13.0....
]]>0Brad Nemire<![CDATA[Featured Telecom Sessions at NVIDIA GTC 2025]]>http://www.open-lab.net/blog/?p=964082025-03-06T19:26:53Z2025-02-24T17:26:41ZDiscover how telcos use AI to transform networks, customer experiences, and open business opportunities.
]]>0Sama Bali<![CDATA[Transforming Product Design Workflows in Manufacturing with Generative AI]]>http://www.open-lab.net/blog/?p=962422025-03-06T19:26:54Z2025-02-20T19:32:11ZTraditional design and engineering workflows in the manufacturing industry have long been characterized by a sequential, iterative approach that is often...