NVIDIA
Frequently Asked Questions
Why is NVIDIA dominant in AI hardware?▼
NVIDIA provides both the high-performance GPU hardware and the CUDA software ecosystem, making it the industry standard for developing deep learning systems.
What is the Hopper vs Blackwell architecture?▼
Hopper (e.g. H100) is NVIDIA's previous-generation AI enterprise GPU. Blackwell is its successor, offering 30x faster LLM inference performance.
Quick Facts
- CategoryHardware & Infrastructure
- Key ApplicationAI hardware computing clusters, deep learning acceleration, and gaming graphics cards.
Coverage Trend12 Weeks
Related AI Terms
NVIDIA Media Coverage & Intelligence
What to expect during the 'Scaling the Agentic Era' event: Join theCUBE on June 30
CoreWeave Inc. wants to step in before the infrastructure stack buckles under the weight of agentic artificial intelligence. The company recently announced the industry's first validation of Nvidia Vera Rubin NVL72 on CoreWeave Cloud. This suggests that AI infrastructure is entering a new stage, acc
Amazon hopes to challenge Nvidia more directly by selling its AI chips
AWS is in talks to sell its chips to other data centers. CEO Andy Jassy has said this represents a $50 billion opportunity for the company.
Choosing the Right NVIDIA Platform for Running Inference on CoreWeave
Explore the ideal NVIDIA GPUs for running inference on CoreWeave-optimize latency, reduce token cost, and match your model to the ideal GPU for real-time performance.
At Cannes Lions, NVIDIA Partners Reshape Advertising and Marketing With AI
The digital era gave the advertising and marketing industry speed; the AI era is giving it autonomous operations. For companies building next-generation technol
France Advances Europe's AI Future With NVIDIA Technologies
A year ago at NVIDIA GTC Paris at VivaTech, France laid out plans to advance local AI - from new AI factories and national compute capacity to open frontier mod
AI coding agents taught robots how to install GPUs and cut zip ties
Nvidia's self-improvement program for robots enlists teams of AI coding agents.
Hands Free, AIs Forward: NVIDIA XR AI Brings Agents to AR Glasses
NVIDIA XR AI is now available in public beta, giving developers a framework for building multimodal AI agents for AR glasses and XR devices.
HPE AI Factory With NVIDIA Expands for the Era of Agents
Enterprises are moving agentic AI from proof of concept to production - and the next generation of AI factories are built for the era of agents. At HPE Discover

HPE expands Private Cloud AI factory portfolio to support next-gen autonomous agents
Hewlett Packard Enterprise Co. today unveiled a massive expansion of its artificial intelligence infrastructure for private cloud deployments, enhancing its portfolio with Nvidia Corp.'s new Vera chips and tools for developers. The new offerings are meant to provide enterprises with everything they
Fastest, Largest, Strongest: NVIDIA Blackwell Sweeps MLPerf Training 6.0
Every breakthrough AI model starts the same way: with a training run. The infrastructure running those training jobs shapes everything: how fast teams can itera
MLPerf Training v6.0: Lambda delivers fastest LLM training on NVIDIA GB300 NVL72 and fastest MoE training on NVIDIA HGX B200
Lambda's GB300 NVL72 Llama 3.1 8B MLPerf Training v6.0 submission improved performance by 18.7% over Lambda's previous result, achieving the fastest convergence on this round's workload on GB300 NVL72. In addition, Lambda achieved the fastest result among single-node HGX B200 submissions for GPT-OSS
Chipmaker Nvidia seeks to raise over $25B in first bond deal since 2021
Debt sale set to test investor appetite for further exposure to AI sector amid a deluge of borrowing.

NVIDIA Blackwell Leads on First Agentic AI Infrastructure Benchmark
AgentPerf from Artificial Analysis, the industry's first agentic AI benchmark, gives developers, enterprises and infrastructure providers a clear way to compare

Helix launches with $10B+ in funding to build AI infrastructure
An investor consortium today launched a venture called Helix Digital Infrastructure Inc. to build artificial intelligence data centers for hyperscaler cloud providers. The company's backers include KKR, the Kuwait Investment Authority, Nvidia Corp. and Vistra Corp., a major energy utility. The group

QumulusAI and the shift from GPU scarcity to GPU efficiency
Neocloud provider QumulusAI announced today that it has secured more than $124 million in customer subscriptions for three-year terms with Hyperbolic and another leading artificial intelligence inference platform. These agreements cover deployments totaling 1,280 Nvidia Corp. Blackwell GPUs, deliver

NVIDIA Accelerates Google DeepMind's DiffusionGemma for Local AI
Today, Google DeepMind released DiffusionGemma - an experimental open model built for exceptionally fast text generation. NVIDIA has optimized DiffusionGemma to

NVIDIA Confidential Computing to Help Expand Apple's Private Cloud Compute
NVIDIA GPUs with Confidential Computing are now used for confidential inference in Apple's Private Cloud Compute (PCC), as it expands beyond Apple's data center
Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon Sa

How the UK Is Turning Sovereign AI Ambition Into Action With NVIDIA Technologies
A year ago at London Tech Week, NVIDIA founder and CEO Jensen Huang and U.K. Prime Minister Keir Starmer made a declaration: the U.K. would be an AI maker, not

NVIDIA and LG Group Build an AI Factory to Advance Physical AI, Mobility and AI Infrastructure
NVIDIA and LG Group are building an AI factory to accelerate LG Group's next wave of AI-driven businesses, spanning robotics, autonomous driving, data center te

NVIDIA and Doosan Group Collaborate to Advance Physical AI and AI Factory Infrastructure
NVIDIA and Doosan Group are expanding their collaboration to advance new opportunities across physical AI, robotics and AI factory infrastructure, spanning Doos

NVIDIA, KRAFTON, NC and Reigning 'League of Legends' Champions T1 Celebrate RTX Spark at Korea's PC Bangs
At GTC Taipei at COMPUTEX last week, NVIDIA unveiled RTX Spark, the superchip that reinvents Windows PCs for the era of personal AI agents. On the heels of this

Seoul Purpose: How NVIDIA and South Korea Are Building the Future of AI
Home to cutting-edge sovereign AI infrastructure and robotics innovators, as well as one of the world's most passionate gaming communities, South Korea is one o

NVIDIA Nemotron 3 Ultra now available on Amazon SageMaker JumpStart
Deploy NVIDIA Nemotron 3 Ultra on Amazon SageMaker JumpStart. Get 5x faster inference and 30% lower cost for agentic AI workloads with this frontier reasoning m

NVIDIA Research Unlocks Advanced Grasping, Smarter Autonomous Driving and Agent Training at Scale
What makes a robot gripper useful isn't that it can pick up one object - it's that it can pick up the next one, and the one after that, with a tool it's never h

NVIDIA Enables the Next Era Of Physical AI Research With Agent Skills For Autonomous Vehicles, Robotics And Vision AI
At CVPR, NVIDIA is unveiling new physical AI agent skills that help researchers and developers speed the development of autonomous vehicles, robots and vision A
Nvidia's RTX Spark Laptops Look Hell-Bent on Disruption
The company's RTX Spark chips might finally turn the "AI PC" into reality.

Industrial Software Leaders Build Secure, Autonomous AI Engineers With NVIDIA NemoClaw
Accelerated computing has revolutionized industrial engineering, compressing simulation times from weeks to hours. Today's remaining challenges sit in the end-t

NVIDIA Partners With Microsoft on Unified Stack for Agentic AI Deployment, From Windows Devices to Cloud to Local
The agentic AI moment has arrived, but delivering on its promise requires more than good models. It also takes fast hardware, secure runtimes, a responsive data
Microsoft launches MXC, an OS-level sandbox for AI agents, with OpenAI and Nvidia already on board
For the past two years, the technology industry has raced to make AI agents more capable - teaching them to write code, navigate software interfaces, manage fil

NVIDIA Jetson Brings Agentic AI to the Physical World
Agentic AI is getting physical. At COMPUTEX on Tuesday, NVIDIA announced NVIDIA JetPack 7.2 and NVIDIA NemoClaw support on NVIDIA Jetson. JetPack 7.2 brings age

NVIDIA AI Cloud Ecosystem Expands Worldwide to Meet Global AI Compute Demand
The NVIDIA AI Cloud ecosystem is accelerating the global buildout of AI factory infrastructure. Partners are expanding capacity to meet growing demand from ente

NVIDIA Factory Operations Blueprint Gives Factories a New AI Brain
As factories move from isolated automation to plant-wide intelligence, manufacturers need AI systems that can connect live machine signals, quality systems, wor

Taiwan's Industry Titans Turbocharge World's AI Infrastructure Buildout With NVIDIA
Taiwan is home to more than 500 NVIDIA ecosystem partners. More than 1 million NVIDIA MGX rack components for NVIDIA Vera Rubin infrastructure come together in

NVIDIA Levels Up Local AI Agents Across RTX PCs and DGX Spark
Personal agents are exploding in popularity, with open source projects like OpenClaw and Hermes seeing rapid adoption by AI developer communities on GitHub. Bui