https://nvidianews.nvidia.com/NVIDIA2026-10-01T23:39:24.828283+00:00NVIDIApython-feedgenhttps://nvidianews.nvidia.com/favicon.icohttps://nvidianews.nvidia.com/favicon.icoOfficial NVIDIA Newsroom, NVIDIA Blog, Developer Blog, and GeForce driver announcements/release notes.tag:trvny.github.io,2024:feedseek/nvidia/ff4f4c3a14eee8e5Build Applications on NVIDIA BlueField Faster with NVIDIA DOCA Agent Skills2026-10-01T18:13:29+00:00AI agents are becoming a standard part of development workflows, but general-purpose agents weren't built with specialized infrastructure software such as...2026-10-01T18:13:29+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/85ba4f5e0a18355eBuild Local AI Apps with C++ and NVIDIA TensorRT RTX Samples2026-10-01T17:59:27+00:00Adding AI models to local applications requires a portable model format, a reliable runtime, and acceleration that works across target systems. Do Inference Now...2026-10-01T17:59:27+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/77852fb24237958bFall Into 25 New Games on GeForce NOW This October2026-10-01T13:00:54+00:00Spooky season is streaming in. Alongside falling leaves, pumpkin spice and everything nice, 25 new games are joining GeForce NOW throughout October, including six ready to play this week. From a new CONTROL Resonant reward for Performance and Ultimate members to The Witcher 3: Wild Hunt – Remastered joining the cloud, this GFN Thursday is […]2026-10-01T13:00:54+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/2d4cb7a285afb5ebProductive, Durable, Fungible: How NVIDIA AI Factories Maximize Return on Investment2026-10-01T13:00:49+00:00AI factories are built by the megawatt, even by the gigawatt. Each megawatt factory costs roughly $60 million, and AI factory operators will only commit capital on that scale with a clear view of the return on investment. Three key things shape AI factory returns: Earning capacity: What the factory could earn in a year […]2026-10-01T13:00:49+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/b2513dc030dbc389Fine-Tuning NVIDIA Nemotron for Saudi Arabic Dialects, with a Path to Other Languages2026-10-01T05:00:00+00:00Automatic speech recognition must handle how people actually speak, not only the languages and styles that dominate pretraining data. Regional dialects and...2026-10-01T05:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/96188735c54ba1ccDeploying an HSTU Generative Recommender with NVIDIA Dynamo-Triton2026-09-30T20:54:59+00:00Generative recommender (GR) systems are emerging as a powerful new approach for large-scale personalization. Instead of treating recommendation as a set of...2026-09-30T20:54:59+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/581ab9470d0bc62eExpanding AI Storage Access with NVIDIA cuObject and the NVIDIA SCADA Server SDK2026-09-30T19:13:02+00:00AI infrastructure engineers, storage developers, and cloud service providers need fast and secure access to high-capacity file and object storage to support AI...2026-09-30T19:13:02+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/f9faccd416c4868fNVIDIA Opens Applications for 2027–2028 Graduate Fellowships With Awards Up to $60,0002026-09-30T17:00:21+00:00Bringing together the world’s brightest minds and the latest accelerated computing technology leads to powerful breakthroughs that help tackle some of the biggest research problems. To foster such innovation, the NVIDIA Graduate Fellowship Program provides grants, mentors and technical support to doctoral students doing outstanding research relevant to NVIDIA technologies. The program, in its 26th […]2026-09-30T17:00:21+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/82767a63fad487e6Tracing Agent Harness Behavior with NVIDIA NeMo Relay2026-09-30T16:00:00+00:00An agent can finish a task and still take an inefficient path. A failed search can trigger another search. A truncated file read can lead to a command fetching...2026-09-30T16:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/9c486db49df619bdFrom Training to Production, NVIDIA and CoreWeave Close the Loop on Agentic AI2026-09-30T15:00:00+00:00Building on nearly a decade of co-engineering, CoreWeave has built NVIDIA compute, networking and software into a cloud purpose-built for AI that’s still returning on investment across multiple generations of deployment. Now, CoreWeave is bringing the next generation of NVIDIA infrastructure to production. At CoreWeave Fully Connected, running this week in San Francisco, CoreWeave announced […]2026-09-30T15:00:00+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/6ad13f9ca0f70223AI Native by Design: Lessons Learned from Building NVIDIA TensorRT Model Connect2026-09-29T19:10:51+00:00Parallel work, model-family isolation, reversible changes, and GPU-backed validation shaped an open source project designed around coding agents NVIDIA TensorRT...2026-09-29T19:10:51+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/1d571796bcc224abLower the Cost of Building and Running Visual AI Agents with NVIDIA VSS Blueprint 3.32026-09-29T18:35:09+00:00Vision-language models have made it possible to build visual AI agents that understand video at production scale. The harder problem is turning that capability...2026-09-29T18:35:09+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/e09b43228cba68ccNVIDIA Announces a $150 Billion Share Repurchase Authorization Increase2026-09-28T11:00:00+00:00NVIDIA today announced that its Board of Directors has authorized an additional $150 billion under the company’s existing share repurchase program, increasing the total remaining amount authorized to $235 billion.2026-09-28T11:00:00+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/932d5648738ca211NVIDIA Launches Open Agent Safety Platform to Secure Agents From Testing to Deployment2026-09-28T09:00:00+00:00NVIDIA today announced NVIDIA Open Agent Safety Platform, an open software platform and reference system design to strengthen AI security from agent testing to deployment, with full-stack governance and control across software and the hardware, compute and robotics systems that run agents.2026-09-28T09:00:00+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/cceb2d50cd0b3413NVIDIA Open Agent Safety Platform: A Reference for Continuous In-Silicon Agent Monitoring2026-09-28T08:56:55+00:00To understand where agentic AI stands today, consider the last seismic shift in technology: the rise of the internet in the 90s. It was new and full of...2026-09-28T08:56:55+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/723ddaed7d4df5f5Add Runtime Controls to AI Agents with NVIDIA OpenShell2026-09-28T08:55:00+00:00AI agents can be given a goal, write code, use tools, and keep working as new information becomes available. This opens the door to applications that...2026-09-28T08:55:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/874cfb41709bee40How NVIDIA DSX MaxLPS Maximizes AI Factory Throughput and Efficiency2026-09-28T01:00:00+00:00Every unused watt is capacity left on the table. AI factories are typically provisioned for the unlikely moment when every GPU reaches peak power, creating a...2026-09-28T01:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/dbf887877bb3afffEfficient MoE Training for Biological Foundation Models2026-09-24T15:00:00+00:00As language models grow, scaling dense architectures becomes increasingly expensive. In a dense transformer, every token passes through every layer, so adding...2026-09-24T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/85d9d81e1965404fHow Open Science Can Help Researchers Prepare for the Next Pandemic2026-09-24T14:00:50+00:00When COVID-19 emerged, scientists had a crucial advantage: Decades of prior research on coronaviruses meant they understood the virus’ key proteins well enough to design vaccines in record time. The next pandemic may not offer the same head start. To help improve the odds, NVIDIA has joined a coalition of global research organizations, including Google […]2026-09-24T14:00:50+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/7a97ef45ef5fe6eaContain the Chaos: ‘CONTROL Resonant’ Launches on GeForce NOW2026-09-24T13:00:36+00:00A warped Manhattan is waiting in the cloud this week. Remedy Entertainment’s CONTROL Resonant brings Dylan Faden’s extraordinary abilities and a paranatural crisis to GeForce NOW at launch. With the release comes the final days of the CONTROL Resonant Ultimate Membership Bundle. Purchase a 12-month GeForce NOW Ultimate membership through Sunday, Sept. 27, and receive […]2026-09-24T13:00:36+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/152ae0a431de414bIntroducing NV-Reason-CT Open 3D CT VLM for Radiologist Chain-of-Thought Reasoning2026-09-23T22:54:56+00:00Radiology AI has made remarkable strides in detecting abnormalities across chest X-rays, pathology slides, and 2D scans. Yet one of the most clinically rich and...2026-09-23T22:54:56+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/a69161c4c966b639Validate GPU Cluster Readiness Before AI Workloads Land2026-09-23T19:45:19+00:00A GPU cluster can pass every health check and still fail to run an AI workload. Even when every GPU, network link, and pod reports healthy, a 512-GPU training...2026-09-23T19:45:19+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/6b35eb7287f3efceManage Kubernetes Node Fleets with NodeWright2026-09-23T18:25:49+00:00Kubernetes manages what runs on your nodes. Managing the nodes themselves is the challenge: kernel settings, system packages, storage layouts, security agents,...2026-09-23T18:25:49+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/9e926410da874412How SWE-Serve Exposes the Gap Between Local Tests and Live Serving2026-09-23T16:00:00+00:00An AI coding agent’s patch can pass tests yet fail when the server loads a real model and handles requests. Evaluating changes to inference-serving software...2026-09-23T16:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/a1700d1f6b370855Sakeena Fiza Helps NVIDIA Hardware Succeed at Scale2026-09-23T15:00:32+00:00When Sakeena Fiza describes her work as a validation engineer at NVIDIA, she does so in terms more befitting a detective story than a world-class engineering lab. “Validation engineers look in the shadows and shine a light into every corner,” Fiza said. “Every time we get a system, our first thought is: how can it […]2026-09-23T15:00:32+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/301ba2c6df753441At AI Day Singapore, NVIDIA and Partners Showcase AI Advancements Across Southeast Asia2026-09-23T02:30:22+00:00NVIDIA AI Day Singapore, which takes place Sept. 22-23 at the Raffles City Convention Centre, is offering attendees opportunities to explore the hands-on training, expert-led sessions and advanced tools to accelerate their work in AI and high-performance computing. At the event, NVIDIA and its partners are showcasing breakthrough AI advancements across the Southeast Asia region […]2026-09-23T02:30:22+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/5a508d73208aa656Enabling Private High-Performance Production AI Inference with NVIDIA Confidential Computing2026-09-22T17:27:41+00:00As large language model (LLM) inference increasingly processes sensitive information and proprietary model context across personal, enterprise, and regulated...2026-09-22T17:27:41+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/05cef1f359d31552Topology-Aware Workload Scheduling with NVIDIA Topograph2026-09-22T17:16:28+00:00AI factories are power-limited systems that deliver maximum value when fully optimized. GPU workload placement is a key optimization. Poor workload placement...2026-09-22T17:16:28+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/60dd7f94fc5e5449What’s New for Game Developers: DLSS 5 with 3D-Guided Neural Rendering, NVIDIA ACE Updates, and New RTX Kit Capabilities2026-09-22T13:00:00+00:00NVIDIA DLSS 5 introduces DLSS 3D-Guided Neural Rendering and granular controls that help game developers add lifelike lighting and material detail while...2026-09-22T13:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/193bdb306b4d1d3eNVIDIA Isaac ROS 5.0 Advances Agentic, Open Source Robotics Development2026-09-22T12:00:41+00:00To build and deploy sophisticated robotics applications that can perceive, reason and act in dynamic environments, developers need new physical AI models and tools. The ROS open framework is a project from Open Robotics that helps humans build robots. NVIDIA Isaac ROS 5.0 — a collection of GPU-accelerated packages built on ROS, released today at […]2026-09-22T12:00:41+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/930fe61380afbf97Accelerating a ROS 2 Node with an AI Agent and NVIDIA Isaac ROS2026-09-22T12:00:00+00:00GPU acceleration can speed up compute-intensive robotics workloads, but a fast CUDA kernel alone does not guarantee a fast ROS 2 graph. As messages move between...2026-09-22T12:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/609dfbe06694fe4aGeForce Game Ready Driver For CONTROL Resonant, Gears of War: E-Day, The Witcher 3: Wild Hunt - Remastered & AION 2 Released2026-09-22T00:00:00+00:00GeForce Game Ready Driver For CONTROL Resonant, Gears of War: E-Day, The Witcher 3: Wild Hunt - Remastered & AION 2 Released2026-09-22T00:00:00+00:00GeForce Driver Newstag:trvny.github.io,2024:feedseek/nvidia/21676c32859ced97GeForce Game Ready Driver 617.14 WHQL2026-09-22T00:00:00+00:00Release Highlights: Game Ready for CONTROL Resonant, Gears of War: E-Day, The Witcher 3: Wild Hunt – Remastered & AION 2 This new Game Ready Driver provides the best gaming experience for the latest new games supporting DLSS and RTX technologies including CONTROL Resonant, Gears of War: E-Day, The Witcher 3: Wild Hunt – Remastered and AION 2. Fixed Gaming Bugs Judgement/Lost Judgement/ Virtua Fighter 5 R.E.V.O. may fail to launch after updating to driver 616.56 [6681537] Fixed General Bugs No picture on Samsung Odyssey G95NC monitor when connected via HDMI after updating to R615 drivers [6771206] Certain monitors may not wake from sleep when connected via DisplayPort after updating to R615 drivers [6757568] Learn more in our Game Ready Driver article here .2026-09-22T00:00:00+00:00GeForce Driver Changelogtag:trvny.github.io,2024:feedseek/nvidia/21a9c69cb6ecf4dbSimplifying Model Serving Across Multiple GPUs with NVIDIA TensorRT Multi-Device Integration in NVIDIA Dynamo-Triton2026-09-21T21:51:06+00:00The compute and memory demands of generative AI increasingly exceed what a single GPU can provide. NVIDIA TensorRT multi-device inference is a new capability...2026-09-21T21:51:06+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/f6a9f53be32d14deHow to Evaluate AI Agents From Tool Calls to Task Completion2026-09-21T21:05:28+00:00When you ship an AI agent, the key question is whether it can execute a chain of work across dozens of sequential tool calls against a live environment, and...2026-09-21T21:05:28+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/9ee6cf4f42f19164NVIDIA Launches DSX Ready to Qualify Power and Cooling Products for AI Factories2026-09-21T18:00:07+00:00Every AI factory needs power and cooling that fit its computing architecture. As AI infrastructure expands, power, cooling, water, site and grid constraints are shaping what builders can deploy. Choosing products that fit the complete factory design helps builders turn computing capacity into useful AI output. To help builders make those decisions, NVIDIA is introducing […]2026-09-21T18:00:07+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/2776c8ddc12b07c1From Enablement to Execution, Egypt’s AI Ecosystem Reaches Production Scale2026-09-21T16:00:10+00:00Today, Egypt’s AI builders gathered in the Grand Egyptian Museum for a reception that highlighted the nation’s rapidly growing AI ecosystem — spanning AI natives, developers, researchers, startups and enterprises — building applications across industries. The event included a keynote from Paolo Guglielmini, vice president of EMEA at NVIDIA. Ahmed Mostafa, regional AI adoption lead […]2026-09-21T16:00:10+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/173eb9a2ab258a1bWhy Deploying Physical AI at Scale Demands Safety at Every Layer2026-09-21T16:00:00+00:00Physical AI is moving rapidly from research to large-scale deployment. By 2035, ABI Research projects an installed base of 49 million level 3-5 autonomous vehicles (AVs), while Omdia estimates that roughly 60 million industrial robots will be deployed between 2026 and 2035. As these machines enter roads, factories, warehouses and other environments shared with people, […]2026-09-21T16:00:00+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/e61094f257dbd757Turn Your Latest Observations Into Timely Weather Decisions With NVIDIA Earth-22026-09-21T15:00:00+00:00Weather-sensitive industries increasingly have access to observations that offer an earlier, more local view of changing conditions. Energy companies collect...2026-09-21T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/dd63189f99f4fc33AI Security Is an Engineering Problem — How to Solve It at Every Layer of the Agent Stack2026-09-21T14:51:34+00:00AI security is an engineering problem. That means defined security requirements, enforceable controls, named owners and evidence that protections work. As AI becomes more capable, the industry must accelerate security engineering, broaden access to defensive tools and share what works faster. Technology Changes, Security Fundamentals Endure The internet and cloud computing changed how software operates, […]2026-09-21T14:51:34+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/405872456e62a04b5 Companies Using NVIDIA AI for Clean Energy2026-09-21T10:00:35+00:00Clean energy isn’t hard to come by, but the pace of large-scale adoption has historically been slow due to bottlenecks — including out-of-date infrastructure, elongated research and development timelines, and upfront cost barriers. At New York Climate Week, NVIDIA is highlighting five companies pioneering clean energy projects with AI baked into their foundation, accelerating research-to-inception […]2026-09-21T10:00:35+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/88c32b0b48612efbBenchmarking LLM Inference at Scale with AIPerf2026-09-18T19:04:41+00:00You’re deploying a model on a system. It starts up, prompts are getting responses. Now the hard question: Is this fast? Your instincts might lead you to send...2026-09-18T19:04:41+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/04812389539e6242Cute Critters Come to the Cloud: ‘Aniimo’ Launches on GeForce NOW2026-09-17T13:00:55+00:00A new creature-catching adventure is ready to stream from the cloud this week. Pawprint Studio’s Aniimo arrives on GeForce NOW at launch, inviting gamers to explore the vibrant continent of Idyll across supported devices. Also this week, 007 First Light receives a path-tracing update on GeForce NOW, alongside a smashing limited-time Deluxe Edition sale on […]2026-09-17T13:00:55+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/d01a6b066d0e307eHow to Use AI Agents to Prepare 3D Scenes for Simulation2026-09-16T23:20:33+00:00Agentic AI workflows can be used to prepare and validate digital twins for physical AI systems. Agents can inspect 3D scenes, author simulation-relevant data in...2026-09-16T23:20:33+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/82b935833ffdc855TensorRT Edge-LLM Completes the MLPerf Edge Agentic Benchmark 6.4x Faster on Jetson AGX Thor2026-09-16T20:37:07+00:00AI agents are moving from cloud data centers to vehicles, robots, and other edge devices. Unlike a chatbot that answers a single prompt, an agent works through...2026-09-16T20:37:07+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/833138d51e10dc27Translating CUDA Tile Operations from Python to Rust Using Agentic AI2026-09-16T16:28:59+00:00cuTile Rust (cutile-rs) is a tile-based system for safe, idiomatic GPU kernel authoring in the Rust programming language. Extending the Rust ownership model to...2026-09-16T16:28:59+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/a425146e5e224be9NVIDIA Vera Rubin NVL72 Delivers Leading Performance in MLPerf Inference v6.1 Debut2026-09-16T15:00:48+00:00System 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. […]2026-09-16T15:00:48+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/22653b4ecc6915c0Emerald AI, Google and NVIDIA Launch Alliance to Advance Flexible AI Data Centers2026-09-16T13:00:33+00:00AI factories are the infrastructure of the intelligence era. Scaling them responsibly will depend as much on innovation across the grid as inside the data center. Today, Emerald AI, Google and NVIDIA announced the launch of the AI Energy Management Alliance (AEMA), a first-of-its-kind coalition advancing data centers that can dynamically manage their electricity use […]2026-09-16T13:00:33+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/88fd26958a909c4fUniversity of Manchester Uses NVIDIA Earth-2 to Forecast Air Pollution Across the UK2026-09-16T05:00:42+00:00Air pollution is a serious public health risk, contributing to an estimated 30,000 deaths in the U.K. alone last year. Data-driven insights can help — but computing air quality with traditional chemistry-based models is expensive, which limits how detailed they can be and how regularly they can be run. David Topping, a professor in the […]2026-09-16T05:00:42+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/1fec8bc66a001483‘Now We Can Know Everything and Do Anything,’ Jensen Huang Says at Dreamforce2026-09-15T22:24:34+00:00Know everything. Do anything. That was the message NVIDIA founder and CEO Jensen Huang brought to Salesforce Dreamforce Tuesday, joining CEO Marc Benioff onstage in an appearance that coincided with the announcement of Koa — Salesforce’s first CRM reasoning model, built on NVIDIA Nemotron 3 Super. Huang didn’t just take the stage. He walked into […]2026-09-15T22:24:34+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/3f75c86687362489Dense vs. MoE Models: Active Parameters, Throughput, and When to Choose Each2026-09-15T17:00:11+00:00How can a 30B-parameter model activate only 3B parameters per token, and still use the capacity of the larger model? Nemotron 3.5 Lightning illustrates the...2026-09-15T17:00:11+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/4433f378b9570fc0From Megawatts to Tokens: How NVIDIA Maximizes AI Factory Production2026-09-15T16:55:59+00:00On a sweltering August evening in Silicon Valley, as the sun dropped and air conditioning loads spiked, Silicon Valley Power sent a signal to an AI factory to adjust its power consumption. Varun Sivaram was watching on Zoom with about forty others — his team at Emerald AI in their San Francisco conference room, engineers […]2026-09-15T16:55:59+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/9cc025c501e9f3f8AI Infra Summit: NVIDIA Vera Rubin and DSX Platform Advancements Showcase Energy Efficiencies of Optimizing Tokens Per Watt for AI Factories2026-09-15T16:55:40+00:00Ian Buck, vice president of hyperscale and high-performance computing at NVIDIA, Tuesday spoke on AI factory efficiency at the AI Infra Summit, the Santa Clara Convention Center event that has morphed into a Coachella of infrastructure tech. Before a packed audience — with more than 8,000 attendees this year, up from 3,500 last year — […]2026-09-15T16:55:40+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/ce9893f8b1d37b1fHow NVIDIA Groq 3 LPX Deterministic Execution Drives Power-Efficient High-Interactivity Inference on NVIDIA Vera Rubin2026-09-15T16:55:00+00:00Power is a defining constraint for AI factories. As AI workloads demand a full compute platform to serve them, each component of that platform must maximize...2026-09-15T16:55:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/6510d81523c67e16How NVIDIA NVLink 6 Delivers Multi-Layer Resiliency for AI Factories2026-09-15T16:55:00+00:00For operators of large-scale AI factories, maximizing continuous output is essential for productivity. In massive-scale AI training, every GPU in the cluster...2026-09-15T16:55:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/c2ceacd67091fd6aScaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARE2026-09-15T15:00:00+00:00Federated learning (FL) projects often begin with a straightforward setup: one server, a few clients, and one dataset at each site. As those projects grow, the...2026-09-15T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/1537042228c92a19Heart of the Matter: How a Major Children’s Hospital Uses Open Source NVIDIA AI for Cardiac Care2026-09-15T09:00:42+00:00Heart of the Matter: How a Major Children’s Hospital Uses Open Source NVIDIA AI for Cardiac Care2026-09-15T09:00:42+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/833c207badafe5a0Accelerating Dropless MoE Training in JAX with NVIDIA Transformer Engine2026-09-14T16:39:15+00:00Mixture of experts (MoE) has become one of the defining architectural trends in large-scale AI model training. DeepSeek, Qwen, and Mixtral are examples of MoE...2026-09-14T16:39:15+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/1a974e5655c89eb7Perplexity Portable Computer Is Now Available on Windows, Powered by NVIDIA RTX2026-09-14T15:00:52+00:00As local models become more capable, AI agents can handle more work directly on a PC while keeping sensitive information on the device. Portable Computer is a local version of the agent Perplexity Computer that plans and carries out multistep tasks. Accelerated by NVIDIA GPUs, it uses local models to analyze data, bring together information […]2026-09-14T15:00:52+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/9b495c7f5bb1a777NVIDIA Expands Open Source CUDA-Q Platform for Fault-Tolerant Quantum Computing2026-09-14T13:00:00+00:00NVIDIA today announced an expansion of the NVIDIA CUDA-Q™ open source platform with CUDA-Q Logical, an orchestration layer that provides a programmable, verifiable approach to developing useful applications for fault-tolerant quantum computers.2026-09-14T13:00:00+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/2abc4ceb82a011e6How Full-Stack NIM Optimizations Deliver 2.5x More Users on Nemotron 3 Ultra2026-09-10T16:55:32+00:00Deploying a large language model is only the first step toward production-ready serving. Production teams also need to serve as many concurrent users as...2026-09-10T16:55:32+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/683b94332d9bd7b4Skild AI Taps NVIDIA Physical AI to Teach Robots New Tasks From a Single Video2026-09-10T16:30:35+00:00Manufacturing 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 […]2026-09-10T16:30:35+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/1adb809c884f2eb4Physical AI Takes the Wheel: How the World’s Robotaxi Leaders Are Building With NVIDIA Technologies2026-09-10T16:00:04+00:00The global robotaxi market — physical AI’s first commercial breakthrough — is projected to reach $400 billion by 2035, with over 6 million commercial vehicles in operation as driverless fleets are already moving people through some of the world’s busiest and most complex streets. Deploying a driverless vehicle is one challenge. Scaling a fleet is […]2026-09-10T16:00:04+00:00NVIDIA Newsroomtag:trvny.github.io,2024:feedseek/nvidia/bf13fbf2f14a0fa2High-Throughput Structure Prediction with BioNeMo Inference Runtime2026-09-10T15:00:00+00:00Biomolecular structure prediction is now often run at proteome scale, where the goal is to move an entire worklist through the pipeline efficiently. NVIDIA...2026-09-10T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/d23b90bcfb6224ffFrom Wafer-Out to First Token: Codifying Supply Chain Expertise with Nemotron and Palantir Foundry2026-09-10T09:00:00+00:00NVIDIA has one of the largest and most complex supply chains in the world, and its performance is measured from wafer-out to first token. The interval is in two...2026-09-10T09:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/51e6e5a8d9bdaf12When to Use Encode-Prefill-Decode Disaggregation to Accelerate Multimodal Model Serving2026-09-09T20:31:04+00:00Encode-prefill-decode (EPD) disaggregation is an inference optimization technique for multimodal models that separates the vision encoder stage from the prefill...2026-09-09T20:31:04+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/7816c3b36083bf87CUDA Toolkit 13.4 Adds Windows on Arm Support and Greater Control over Shared GPUs2026-09-09T20:24:12+00:00Every NVIDIA CUDA Toolkit release adds functionality and performance improvements that help developers get more from NVIDIA GPUs and the broader NVIDIA software...2026-09-09T20:24:12+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/cdb23efee9b5cf78GeForce Game Ready Driver 616.92 WHQL2026-09-09T00:00:00+00:00Release Highlights: Game Ready for 007 First Light, Active Matter, Aniimo & WARDOGS Game Ready Driver which provides the best gaming experience for 007 First Light’s Path Tracing Update as well as the latest new games and updates supporting DLSS and RTX technologies including Matter, Aniimo, PUBG, and WARDOGS. Fixed Gaming Bugs N/A Fixed General Bugs Intermittent flicker may be observed in browsers when navigating to certain websites [6673430] Fixed an issue where virtual displays could not be created after updating to driver 616.56 [6674464] Remote Desktop Protocol (RDP) sessions may display a black screen after updating to driver 616.56 [6687328] Learn more in our Game Ready Driver article here .2026-09-09T00:00:00+00:00GeForce Driver Changelogtag:trvny.github.io,2024:feedseek/nvidia/65899905d24f0898NVIDIA Studio Driver 616.92 WHQL2026-09-09T00:00:00+00:00Release Highlights: NVIDIA Studio Drivers provide artists, creators, and 3D developers the best performance and reliability when working with creative applications. To achieve the highest level of reliability, Studio Drivers undergo extensive testing against multi-app creator workflows and multiple revisions of the top creative applications from Adobe to Autodesk and beyond. Applications The September NVIDIA Studio Driver provides optimal support for the latest new creative applications and updates including Adobe Premiere, Blender, Maxon Redshift, and llama.ccp support for CUDA 13.3 and CUDA 13.4. Fixed Application Bugs N/A Fixed General Bugs Intermittent flicker may be observed in browsers when navigating to certain websites [6673430] Fixed an issue where virtual displays could not be created after updating to driver 616.56 [6674464] Remote Desktop Protocol (RDP) sessions may display a2026-09-09T00:00:00+00:00GeForce Driver Changelogtag:trvny.github.io,2024:feedseek/nvidia/dbb60a81aa824bf3Introducing CUDA Rust: Two Tracks for Writing GPU Kernels2026-09-08T12:00:00+00:00In September 2026, NVIDIA announced it is leaning into native GPU programming in Rust. CUDA C++ and CUDA Python are mature, enterprise-grade toolchains, and...2026-09-08T12:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/aa717a2074d6c4ebBuilding a Memory-Driven Agent with NVIDIA NemoClaw2026-09-04T18:04:55+00:00Enterprise work spans messages, decisions, projects, and obligations that change over time. An AI agent that starts without this context must reconstruct it...2026-09-04T18:04:55+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/bb4eff084ce0c3caFrontier Reasoning Reaches the Edge: How to Deploy and Optimize Models on NVIDIA Jetson2026-09-04T16:21:04+00:00Running reasoning and agentic AI at the edge has been harder than it needs to be. Until recently, models capable of multi-step reasoning were too large to run...2026-09-04T16:21:04+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/96735b4a162296d9How to Carry User Identity Across Federated Kubernetes and AI Platforms2026-09-03T22:36:02+00:00Modern AI platforms are no longer a single application behind one login screen. A user may start in a central portal, open a governed dataset, launch a notebook...2026-09-03T22:36:02+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/291ea19a15e9fa9dNVIDIA PAIR Virtual Inference Router Expands Available Compute on Your Local Network2026-09-03T16:00:00+00:00AI agents are learning to do more by working together. A lead agent can break a complex task into smaller jobs and assign those jobs to specialized subagents....2026-09-03T16:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/b03e1cf02fd4ac43GeForce Game Ready Driver 616.64 WHQL2026-09-03T00:00:00+00:00Release Highlights: Game Ready for NBA 2K27 This new Game Ready Driver provides the best gaming experience for NBA 2K27 featuring DLSS 5 3D-Guided Neural Rendering as well as the latest new games supporting DLSS and RTX technologies including Onimusha: Way of the Sword. Fixed Gaming Bugs N/A Fixed General Bugs N/A Learn more in our Game Ready Driver article here .2026-09-03T00:00:00+00:00GeForce Driver Changelogtag:trvny.github.io,2024:feedseek/nvidia/bdadb7b6c741274cThe Modern CUDA Toolbox in Practice: A Step-by-Step Optimization Walkthrough2026-09-02T17:15:57+00:00NVIDIA CUDA remains the foundation of GPU-accelerated computing, powering everything from scientific simulations to large-scale AI training. But writing...2026-09-02T17:15:57+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/616379459821cc21Co-Designing AI Models Using Speculative Decoding for Faster LLM Inference2026-09-02T16:04:19+00:00This post is the third in a series on AI model co-design. It explores how to accelerate LLM inference while maintaining accuracy using speculative decoding and...2026-09-02T16:04:19+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/d090814422bb1d48Building an Adaptive Agentic Cybersecurity System with NVIDIA Nemotron2026-09-01T17:00:04+00:00AI is changing the pace of cybersecurity. Agentic systems can coordinate work and pursue complex objectives over long horizons. Security teams are beginning to...2026-09-01T17:00:04+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/20d2343d93ebf318How to Size GPUs for AI Inference and TCO Without Overspending2026-09-01T15:00:00+00:00The surge in AI adoption is transforming everything from chatbots to content generation. Still, a common pain point remains: How can organizations confidently...2026-09-01T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/00db43f67924926fRun NVIDIA BioNeMo NIM Microservices for Protein Structure Prediction in Claude Science2026-08-31T16:30:00+00:00Agentic AI is changing how research is done. AI scientists can read papers, propose hypotheses, call models, and determine which experiments to prioritize next....2026-08-31T16:30:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/11b3c8b71073a678Scale AV Perception Across Vehicle Platforms with NVIDIA Omniverse NuRec2026-08-31T16:00:00+00:00A perception stack is shaped by the vehicle that carries it. Move the same software to a new carline—for example, from an SUV to a sedan or another vehicle...2026-08-31T16:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/a3f7ff5e21389316Deploy an Open Model from Checkpoint to Inference in Two Commands with NVIDIA TensorRT Model Connect2026-08-28T17:06:28+00:00Open AI models are evolving faster than ever, but bringing them into native applications can still require model-specific conversion, preprocessing,...2026-08-28T17:06:28+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/10fdc968d3e00128NVIDIA NVLink Fusion Brings NVHBM to Next-Generation AI Infrastructure2026-08-26T21:06:58+00:00AI factories must support increasingly large models and more complex reasoning workloads. To keep up with the insatiable compute demands of AI workloads,...2026-08-26T21:06:58+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/a5ee2ec4c912a937How to Train a Cross-Embodiment Robot Navigation Policy with AI Agents2026-08-26T20:05:06+00:00Navigation enables a robot to turn perception and motion into purposeful autonomy. Unlike locomotion, which produces stable movement, navigation must be used to...2026-08-26T20:05:06+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/65449754524edb46Experiment with Qwen3.8-Flash-Next on NVIDIA GB300 NVL72 for Agentic Coding2026-08-26T17:07:12+00:00Alibaba released the model weights for Qwen3.8-Flash-Next as a preview of the upcoming Qwen4 architecture for developers to experiment with and evaluate. It’s...2026-08-26T17:07:12+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/94313fa20169461aNVIDIA Studio Driver 616.56 WHQL2026-08-26T00:00:00+00:00Release Highlights: NVIDIA Studio Drivers provide artists, creators, and 3D developers the best performance and reliability when working with creative applications. To achieve the highest level of reliability, Studio Drivers undergo extensive testing against multi-app creator workflows and multiple revisions of the top creative applications from Adobe to Autodesk and beyond. Applications The August NVIDIA Studio Driver provides optimal support for the latest new creative applications and updates including Lightroom, and performance updates for LTX-2.5, and ComfyUI for WAN-Animate-2 and MiniMax-H3. Fixed Application Bugs DOOM: The Dark Ages & Indiana Jones and the Great Circle: Frame rate may exceed V-SYNC when DLSS Frame Generation 3x or higher is used [6061475] Outer Worlds: Texture flicker may be observed while playing after updating to R595 and R610 drivers [6238668] ASUS Armory Crate2026-08-26T00:00:00+00:00GeForce Driver Changelogtag:trvny.github.io,2024:feedseek/nvidia/05ce98bca60127ecGeForce Game Ready Driver 616.56 WHQL2026-08-26T00:00:00+00:00Release Highlights: Game Ready for STAR WARS Zero Company™ This new Game Ready Driver provides the best gaming experience for the latest new games supporting DLSS and RTX technologies including STAR WARS Zero Company™, Resonance: A Plague Tale Legacy, and Hell Let Loose: Vietnam. Fixed Gaming Bugs DOOM: The Dark Ages & Indiana Jones and the Great Circle: Frame rate may exceed V-SYNC when DLSS Frame Generation 3x or higher is used [6061475] Outer Worlds: Texture flicker may be observed while playing after updating to R595 and R610 drivers [6238668] Fixed General Bugs ASUS Armory Crate: GameVisual color profiles are not getting applied when using R590 drivers [5860581] Chief Architect: 610.47 driver crash on Geforce RTX 4000 series cards [6226227] Claude Desktop: Driver incorrectly detects application as a 3D app [6468260] Resolves issue that some instances can cause a driver crash with 322026-08-26T00:00:00+00:00GeForce Driver Changelogtag:trvny.github.io,2024:feedseek/nvidia/572caaa8ce261e48Restore LLM Inference Capacity in Seconds with Shadow Engine Recovery in NVIDIA Dynamo2026-08-25T20:57:54+00:00When an LLM engine process fails, the standard recovery path involves a cold restart. This requires loading weights into HBM from storage, compiling kernels,...2026-08-25T20:57:54+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/8df74d54e7ff1be7CUDA Python 1.0: Stable APIs, One Foundation, Full Platform Access2026-08-25T15:00:00+00:00For years, a Python developer who needed a GPU had two realistic choices: Learn NVIDIA CUDA C++ well enough to write an extension, set up a build toolchain, and...2026-08-25T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/6d2b1182e711d3a4Giga-Scale AI and the Ethernet Evolution: How Spectrum-X Ethernet Rewrites the Rules2026-08-24T15:08:39+00:00The massive growth of generative AI has fundamentally altered data center design. As distributed model training scales to span hundreds of thousands of GPUs,...2026-08-24T15:08:39+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/1539ad47d9366eb1NVIDIA Vera Rubin and Blackwell Set a New Standard for Agentic AI Performance per Watt2026-08-24T15:00:05+00:00AI agents have expanded inference from single-turn interactions into multi-step workflows that reason, invoke tools, coordinate subagents, and carry growing...2026-08-24T15:00:05+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/07423739d052ca52Maximizing AI Factory Performance per Watt with NVIDIA DSX MaxLPS2026-08-24T15:00:00+00:00AI factories are power-constrained industrial systems. The question is no longer how many GPUs fit in a data center, but how much AI output each available...2026-08-24T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/ce382861d5b186a7NVIDIA BlueField-4 Powers New Scale-In Network Infrastructure for Agentic AI Factories2026-08-24T15:00:00+00:00Traditional cloud infrastructure was designed for predictable, general-purpose workloads and standard interfaces. Agentic AI factories connect diverse users,...2026-08-24T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/34798306fe6e6a56Solving Agentic AI Fleet Challenges with NVIDIA Vera CPU2026-08-24T15:00:00+00:00AI factories are interconnected systems where fleet economics depend on how efficiently the entire stack converts power and capital into completed agent tasks....2026-08-24T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/ed5c617fc1dcbefdHow NVIDIA Groq 3 LPX Unlocks Ultrafast Interactivity at Long Context on NVIDIA Vera Rubin2026-08-24T15:00:00+00:00NVIDIA Groq 3 LPX is the interactive AI inference accelerator for the NVIDIA Vera Rubin platform. At the core of the platform is NVIDIA Vera Rubin NVL72, the...2026-08-24T15:00:00+00:00NVIDIA Developer Blogtag:trvny.github.io,2024:feedseek/nvidia/655a2428b28d3828NVIDIA Studio Driver 610.88 WHQL2026-07-28T00:00:00+00:00Release Highlights: NVIDIA Studio Drivers provide artists, creators, and 3D developers the best performance and reliability when working with creative applications. To achieve the highest level of reliability, Studio Drivers undergo extensive testing against multi-app creator workflows and multiple revisions of the top creative applications from Adobe to Autodesk and beyond. Applications The July NVIDIA Studio Driver provides optimal support for the latest new creative applications and updates including Blender 5.2 LTS and DaVinci Resolve 21.0.2, and performance updates for Topaz Photo AI NeuroServer and V-Ray 7.4 for Maya. Fixed Application Bugs Chaos Vantage: Broken gaussian splat rendering when SER (Shader Execution Reordering) is enabled [6060019] Adobe Substance: Sampler crash at exit with 610 drivers. [6237191] [Halo: Campaign Evolved]: Resolved game crashes observed on RTX 50 Seri2026-07-28T00:00:00+00:00GeForce Driver Changelogtag:trvny.github.io,2024:feedseek/nvidia/ae6bd4a2566f98f2GeForce Game Ready Driver 610.88 WHQL2026-07-28T00:00:00+00:00Release Highlights: Game Ready for Halo: Campaign Evolved & Gears of War: E-Day Beta This new Game Ready Driver provides the best gaming experience for the latest new games supporting DLSS and RTX technologies including Halo: Campaign Evolved, Gears of War: E-Day Multiplayer Beta, and Mistfall Hunter. Fixed Gaming Bugs [Halo: Campaign Evolved]: Resolved game crashes observed on RTX 50 Series GPUs with R610 drivers. [6259837] Path of Exile 2: Fixed intermittent long pauses that could occur after extended gameplay sessions in DX12 mode [5090018] Silent Hill F: Gaming stability improvements [6432954] [Strange Brigade/Zombie Army 4:Dead War]: Game may crash when exiting if NVIDIA App In-Game Overlay is enabled [6392324] Improves frame pacing in certain DX11 games when Smooth Motion is used while G-SYNC is enabled [6300603] Fixed General Bugs RTX Dynamic Vibrance is incorrectly applied to Wal2026-07-28T00:00:00+00:00GeForce Driver Changelogtag:trvny.github.io,2024:feedseek/nvidia/90f4510b405c704eGeForce Game Ready Driver 610.74 WHQL2026-07-07T00:00:00+00:00Release Highlights: Game Ready for DOOM: The Dark Ages | Revelations This new Game Ready Driver provides the best gaming experience for the latest new games supporting DLSS and RTX technologies including DOOM: The Dark Ages | Revelations and Assassin's Creed Black Flag Resynced. Fixed Gaming Bugs N/A Fixed General Bugs Tencent Meeting: Flickering may be observed when Smooth Motion is enabled globally [6329207] Learn more in our Game Ready Driver article here.2026-07-07T00:00:00+00:00GeForce Driver Changelog