Hardware reviews
Graphics cards, processors, PCs, and peripherals from official hardware rooms.
Updated 03:18 PM
Amazon ECS now supports GPU sharing with NVIDIA Multi-Process Service (MPS)
AWS What’s New
Amazon Elastic Container Service (Amazon ECS) now supports GPU sharing with NVIDIA Multi-Process Service (MPS), enabling you to run multiple Amazon ECS tasks concurrently on a single NVIDIA GPU. GPU sharing helps you increase GPU utilization and reduce infrastructure costs for wo
NVIDIA RTX Spark Powers Neural Rendering and AI Characters in Games
NVIDIA Developer Blog
NVIDIA RTX Spark is a new Windows PC platform for AI development, creation, and gaming in slim laptops and compact desktops. Powered by an NVIDIA Blackwell RTX... NVIDIA RTX Spark is a new Windows PC platform for AI development, creation, and gaming in slim laptops and compact de
Memory-Enforced GPU Sharing in Kubernetes with NVIDIA CUDA 13.4
NVIDIA Developer Blog
Many AI workloads need only a fraction of a GPU. Giving each one an entire device can leave capacity idle; sharing GPUs lets platform teams serve more workloads... Many AI workloads need only a fraction of a GPU. Giving each one an entire device can leave capacity idle; sharing G
NVIDIA and Oracle Expand NVIDIA Vera Rubin to Multi-Gigawatt Scale and Bring NVIDIA Vera CPU to Oracle Cloud Infrastructure
NVIDIA Newsroom
NVIDIA and Oracle today announced plans to expand Oracle Cloud Infrastructure (OCI) Superclusters with NVIDIA Vera Rubin NVL72 systems to multi-gigawatt scale, supporting growing customer demand for AI training, inference and agentic applications.
How AI Is Changing the Pace of Discovery for Millions Living With Dementia
NVIDIA Newsroom
There are 57 million people worldwide living with dementia today. For the researchers working to help them, the obstacle isn’t a lack of effort — it’s too much data, too few experts to synthesize it and a pace of discovery that can’t keep up with the disease. The Consortium for B
NVIDIA and Meta to Expand Collaboration on Muse and Muse Family of Models Amid Robust Growth
NVIDIA Newsroom
NVIDIA and Meta today announced they will partner to expand their work on Muse and the Muse family of models to improve inference and training performance, reflecting popular demand for useful AI agents.
AMD Expands AI and Cloud Infrastructure Collaboration with Oracle
AMD Newsroom
6th Gen AMD EPYC processors will power OCI Compute E7 instances, while AMD Pensando technology provides the foundation for Oracle Acceleron converged NICs for AMD compute and accelerator instances on OCI.
How NVIDIA Minerva Turns Telemetry Chaos Into Peak GPU Yield
NVIDIA Developer Blog
AI Factories are some of the most technologically complex operational environments ever created. Hundreds of thousands of GPUs, NVIDIA Spectrum-X Ethernet... AI Factories are some of the most technologically complex operational environments ever created. Hundreds of thousands of
Kazakhstan Expands Compute for Its AI Future
NVIDIA Newsroom
Kazakhstan’s AI ecosystem is moving from infrastructure plans to deployment. The shift is visible across the full AI stack — from infrastructure to models to applications. Together, the ecosystem announcements below point to the nation’s increasing supply of accelerated computing
NVIDIA Unveils Minerva to Bring End-to-End Observability for AI Factories
NVIDIA Newsroom
Launched today, NVIDIA Minerva is an AIOps platform built to help teams find problems earlier and keep AI factories productive. It brings together telemetry from infrastructure and AI workloads, then applies purpose-built AI models to turn that data into timely, actionable insigh
Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence
NVIDIA Newsroom
At GTC Berlin, banks, payment companies and financial data providers are showing what production-scale intelligence looks like — built on NVIDIA accelerated computing, powered by open weight models and running on their own infrastructure. Revolut is rebuilding its technology stac
NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models
NVIDIA Newsroom
To help developers rapidly build world models, which help physical AI systems understand and simulate the real world, NVIDIA has expanded the Cosmos platform with new training tools, simulation checkpoints and Cosmos Data Factory blueprints. Ranking top five on six different open
How Companies Are Using NVIDIA DSX to Break the Power Bottleneck
NVIDIA Newsroom
Companies around the world are building on the NVIDIA DSX AI Factory Platform to plan, simulate and run the grid and the AI factory as one system, from the substation to the rack. Their adoption of the platform responds to an acute problem. Power is now the biggest bottleneck in
NVIDIA Transforms European Retail, From Digital Discovery to Physical Operations
NVIDIA Newsroom
European retailers are using open models and physical intelligence across use cases — from a commerce platform cutting inference costs by 90% to to a fulfillment center where collaboration of different robotic fleets is simulated inside a digital twin. Frontier Results With Open
Pioneers Across Europe Deploy NVIDIA Earth-2 Open Models to Power Real-World Weather and Climate Prediction
NVIDIA Newsroom
Weather forecasts shape more than daily plans; timely weather information is crucial for energy producers, insurers and transport operators to plan around changing conditions. A global forecast can show a storm taking shape, but decisions about solar farms, shipping routes or ins
NVIDIA Open Models Power a New Wave of European Public Sector Projects
NVIDIA Newsroom
Governments need modern solutions to serve the public while keeping sensitive information under their control. Open models provide a path forward, letting governments evaluate them, adapt them to local languages and public services, run them on infrastructure they control, apply
Bringing the Spark to Europe: Local Intelligence Powers Next Wave of Agents
NVIDIA Newsroom
At GTC Berlin, NVIDIA is showcasing its full lineup of local AI hardware. RTX Spark, which launched last week, powers personal agents on Windows PCs; DGX Spark supports developers building and scaling applications on Linux; and DGX Station serves enterprise teams running frontier
Google Cloud and NVIDIA Announce General Availability of NVIDIA Vera Rubin Infrastructure
NVIDIA Newsroom
General availability of the instances is coming next month, with planned expansion of availability to Europe — bringing an integrated platform for training, inference and large-scale reinforcement learning to cloud customers. A5X instances bring together NVIDIA Vera Rubin NVL72,
NVIDIA and Supply Chain Partners Expand Capacity to Accelerate AI Infrastructure Buildout
NVIDIA Newsroom
NVIDIA today announced plans with a group of supply chain partners to expand global manufacturing capacity to meet growing demand for its accelerated computing and full-stack AI factory platform.
NVIDIA Cloud Partners Scale Across Europe — Sovereign, Open and Built for Safe AI Agents
NVIDIA Newsroom
Demand from AI-natives is pulling the European AI cloud ecosystem forward faster than ever. Developers need compute closer to their data, open models they can customize and serve at scale, and full-stack infrastructure that is secure by design. NVIDIA Cloud Partners across Europe
Europe’s Industrial Leaders Reinvent Engineering and Manufacturing With NVIDIA
NVIDIA Newsroom
To increase productivity, accelerate innovation and create new opportunities for economic growth, Europe’s industrial leaders are tapping NVIDIA CUDA-X and Omniverse libraries, as well as NVIDIA Cosmos and Nemotron open models, across the engineering and manufacturing lifecycle.
NVIDIA cuDSS Now Generally Available to Accelerate Engineering and Scientific Simulations
NVIDIA Newsroom
NVIDIA cuDSS, launched today in general availability, is an NVIDIA CUDA-X library that shifts a critical part of engineering and scientific simulations onto GPUs. Complex engineering feats — from advanced chips to aircraft to industrial systems —– depend on simulation to predict
NVIDIA Confidential Computing Expands, Enabling Frontier Model Builders to Securely Scale Across Global Infrastructure
NVIDIA Newsroom
NVIDIA builds tools to enable safe agents across the stack. The NVIDIA OpenShell Reference Architecture, announced today, is part of NVIDIA’s growing portfolio of technologies that enables organizations to safely deploy agents at scale. NVIDIA Confidential Computing is the infras
NVIDIA Advances Isaac Platform for General-Purpose Robotics With New Reference Humanoid, Frameworks, Simulation Pipelines and Data
NVIDIA Newsroom
NVIDIA today announced a major expansion of the NVIDIA Isaac™ open robotics development platform, adding a reference humanoid, datasets and runtime, along with updates to its robot learning framework.
European Mobility Leaders Build Safe Vehicles and Robotaxi Fleets on NVIDIA Hyperion
NVIDIA Newsroom
NVIDIA today announced that leading automakers in Europe and mobility providers, including Bolt with Lucid, Mercedes-Benz, Volkswagen Commercial Vehicles and Einride, are showcasing selected autonomous-mobility use cases on the NVIDIA Hyperion computing platform, demonstrating po
Healthcare and Life Sciences Leaders Build on NVIDIA to Advance Drug Discovery and Expand Patient Care
NVIDIA Newsroom
NVIDIA today announced collaborations with leading global healthcare and research organizations to advance protein design — including through a newly released open model, RFD4-Proteina — accelerate drug discovery and bring greater precision to cancer care.
NVIDIA, Nokia and Leading Telecom Operators Turn Networks Into Distributed Intelligence Platforms
NVIDIA Newsroom
NVIDIA today announced that leading global telecom operators are turning their networks into distributed intelligence platforms, adding NVIDIA accelerated computing to centralized data centers, metro sites and cell sites so they can serve models and applications closer to the peo
NVIDIA Agent Toolkit Expands, Grounding Enterprise Agents in Company Data
NVIDIA Newsroom
Agents are only as useful as what they know, and only as trustworthy as the boundaries they run within. Leading enterprises are using the open source NVIDIA Agent Toolkit — now expanded with new tools — to customize and control agents, use company data to inform their answers and
Spain-Based Startups Advance Regional Innovation With Barcelona Supercomputing Center
NVIDIA Newsroom
The Barcelona Supercomputing Center (BSC)’s AI Factory Accelerator Programme, now in full operation following a pilot initiative, gives startups access to sovereign compute, technical support and training to support innovation across industries. Many of these companies are also m
AMD FSR Upscaling 4.1 Boosts Frames and Image Quality on More Devices
AMD Newsroom
The cutting-edge ML-based upscaling technology expands to AMD Radeon RX 6000 Series graphics, Ryzen AI 9 processors, Ryzen AI Max processors, select Ryzen Z2 processors and XBOX consoles.
AMD and Intel Collaborate to Simplify AI Development on x86 CPUs with PyTorch
AMD Newsroom
The companies plan to combine their x86 CPU optimization work for PyTorch in oneDNN to give developers a common software path across AMD and Intel CPUs.
Germany Wants to Lead the World in Industrial AI: How NVIDIA Will Help
NVIDIA Newsroom
In the cavernous hall of Kraftwerk, a former power station in Berlin, German Chancellor Friedrich Merz and NVIDIA founder and CEO Jensen Huang sat down to discuss Germany’s AI roadmap, and in particular, the industrial applications of AI. Huang opened by tracing NVIDIA’s longstan
NVIDIA Runs Record Simulation of Fault-Tolerant Quantum Computing at Jülich Supercomputing Centre
NVIDIA Newsroom
NVIDIA today announced a record-breaking quantum computing simulation on JUPITER, Europe’s first exascale supercomputer, allowing researchers to fully explore and validate magic state cultivation — a leading approach to fault-tolerant quantum computing that requires 90% fewer qub
NVIDIA Advances Agentic Security for Media, From European Public Service Broadcasting to Global Content Production
NVIDIA Newsroom
At a creative industry event that took place today in Berlin — hosted in collaboration with Adobe, Bertelsmann, NVIDIA and UFA — the latest advancements in intelligent media were on display. Key to the news: the European Broadcasting Union (EBU) is collaborating with NVIDIA to ex
From AI That Answers to AI That Acts
AMD Newsroom
Why physical AI requires a new definition of performance – one built around the whole system, not peak compute.
RTX Spark Ignites Global Celebration as New Windows PCs Arrive
NVIDIA Newsroom
NVIDIA RTX Spark laptops are now available, bringing NVIDIA Blackwell RTX graphics, up to 128GB of unified memory and the full NVIDIA AI platform to slim, premium Windows PCs. Starting at $2,399, laptops from ASUS, Dell, HP, Lenovo, Microsoft and MSI bring powerful local AI, cont
Code, Test, and Deploy on One Machine with NVIDIA RTX Spark
NVIDIA Developer Blog
AI agents are changing how software gets built. Developers have gone from writing every line of code by hand to directing agents that write most of the code. As... AI agents are changing how software gets built. Developers have gone from writing every line of code by hand to dire
NVIDIA RTX Spark PCs Available Today — A New Beginning for Windows PCs
NVIDIA Newsroom
NVIDIA today announced the availability of NVIDIA RTX Spark™ laptops, bringing together RTX graphics and NVIDIA’s full-stack AI platform in slim, premium Windows PCs for accelerated creation, immersive gaming and powerful local AI — rolling out from ASUS, Dell, HP, Lenovo, Micros
Mercedes-Benz and NVIDIA Expand Strategic Partnership to Advance Safe Highly Automated Driving in the Next Decade
NVIDIA Newsroom
Mercedes-Benz and NVIDIA today announced that they will extend their strategic partnership to advance the next generation of automated driving systems.
Volvo Cars and NVIDIA Expand Partnership to Advance Safe Automated Driving
NVIDIA Newsroom
Volvo Cars today announced it is expanding its partnership with NVIDIA to unlock new levels of safety in automated driving technology in future cars from Volvo, building on the companies’ decade-long collaboration.
Be There for the Beginning: Celebrate the Launch of NVIDIA RTX Spark
NVIDIA Newsroom
A new beginning for Windows PCs starts tomorrow with the launch of NVIDIA RTX Spark — one PC built for creators, gamers and AI agents. All are invited to celebrate with NVIDIA and partners at launch events around the world. Share Your Spark Every PC has a story. What was your fir
Adobe and NVIDIA Expand Collaboration to Speed Agentic Creation
NVIDIA Newsroom
Adobe (Nasdaq: ADBE), the global technology leader that unleashes creativity, productivity and customer experiences through innovative tools and platforms, and NVIDIA today announced an expansion of their partnership to optimize Adobe’s flagship tools including Adobe Photoshop, P
Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models
NVIDIA Newsroom
NVIDIA today released Nemotron 3.5 Super VL, an open 120-billion-parameter model that delivers the fastest task completion and highest accuracy for specialized always-on agents. Joining it are two new edge models: Nemotron 3.5 Bolt 74B-A9B 24GB, optimized to balance intelligence
NVIDIA Expands Advanced Technology Access for Europe’s Scientific Community Through Open Learning Resources, Collaborations and Compute
NVIDIA Newsroom
Much of today’s scientific progress begins with computation. But turning accelerated computing’s potential into scientific progress — modeling climate systems, designing molecules, simulating materials and more — depends on more than breakthrough technology. Especially for smalle
The Nordics and NVIDIA Show What’s Possible When a Region Commits to Advanced Computing
NVIDIA Newsroom
The Nordic countries have become the European leader in unicorn startup density, producing the most emerging companies valued at $1 billion or more per capita on the continent. Now, a new chapter for the region is unfolding as countries race to build one of Europe’s most conseque
EE Times Interview: Mark Papermaster on the Future of AI and Semiconductor Innovation (Video)
AMD Newsroom
Watch as AMD CTO Mark Papermaster joins EE Times journalist Nitin Dahad at World Summit AI 2026.
NVIDIA and Semiconductor Leaders Advance AI Across Chip Design and Manufacturing for AI-Defined Fabs
NVIDIA Newsroom
NVIDIA today announced semiconductor leaders are adopting NVIDIA CUDA-X™ libraries — including the new NVIDIA cuPotential library, which developers can use to build AI agents that simulate how atoms and molecules interact — to advance AI-defined fabs.
From Enterprise to Earthshot: UK’s Ecosystem Moves From Ambition to Application With NVIDIA
NVIDIA Newsroom
Across industries, the U.K. is putting the full stack to work — and the scale of deployment is growing fast, from enterprises transforming their businesses to startups solving some of the planet’s hardest problems. NVIDIA is putting that principle into practice, including through
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