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Water usage has been a hot topic in the AI data center world, but the numbers may surprise you.
According to the Manhattan Institute, data centers use 0.2 percent of daily water usage in the U.S. and that number has dramatically decreased in the past few years due to a new method: liquid cooling.
By moving to 45°C liquid cooling, AI factories in favorable climates can use dry coolers instead of conventional cooling-tower-based systems, cutting facility cooling water use from roughly 2.6M gallons per MW per year to near zero.
Liquid cooling enables AI factories to be both water and energy efficient, while creating opportunities for heat reuse and dispersal to local communities, allowing these factories to become energy grid assets.
Learn more below ⬇️
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Jensen Huang’s simplest explanation of an AI agent: a worker in a workshop.
The model thinks. The harness gives it form. Tools and skills let it act. And the runtime gives the agent a place to get work done.
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Huge congratulations to the @SpaceX team on a historic IPO debut.
Fueling the next frontier of space and AI. 🌌
NVIDIA's partnership with SpaceX spans nearly a decade, from hand-delivering the world's first #NVIDIADGX-1# supercomputer in 2016 to the custom DGX Spark handoff at Starbase. Together, we've been pushing the boundaries of accelerated computing to help power the future of space exploration.
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The next generation of AI builders brought the energy. 🦞
Jensen stopped by @SeoulNatlUni for a Build-a-Claw pop-up, packed with students, developers, and AI researchers building intelligent agents from the ground up.
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Agents are becoming a new layer of enterprise software.
Jensen Huang explains why companies like @Cadence, @CrowdStrike, @Dassault3DS, @PalantirTech, @SAP, @ServiceNow, @Siemens, and @Synopsys are building agents on NVIDIA, and why the opportunity for software partners is only growing.
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Building autonomous vehicles, robots, and vision AI takes more data than any team can collect on their own.
At #CVPR2026#, NVIDIA announced physical AI agent skills to help speed development: composable workflows that automate data generation, simulation, policy training and evaluation, powered by Cosmos 3.
Read the blog:
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Introducing NVIDIA Nemotron 3 Ultra.
A frontier smart open model built for long-running agents that need to plan, reason, use tools and keep working across complex coding, research and enterprise workflows.
Up to 5x faster inference and up to 30% lower cost for agentic tasks.
Learn more:
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🏆 Cosmos 3 just topped 7 physical AI leaderboards.
NVIDIA Cosmos™ 3, the open omni-model for physical AI, ranks #1# across world generation, robot action policy, and industrial vision understanding.
🌎 World generation: Artificial Analysis, PAI-Bench, Physics-IQ, R-Bench
🤖 Robot policy: RoboLab
👁️ Vision: VANTAGE-Bench, TAR
One model. Every domain of physical AI.
Available now on Hugging Face ▶️
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Agents need more than a model.
Jensen Huang breaks down the enterprise agent stack: models, orchestration, tools with skills, and a secure runtime to hold it all together.
This is the NVIDIA toolkit for agents:
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This week at #CVPR2026#, NVIDIA Research is presenting three papers across physical ai that offer groundbreaking solutions for training at scale across diverse applications:
→ GraspGen-X: the first foundation model for zero-shot grasping, trained on billions of simulated grasps
→ LCDrive: a model that replaces expensive text-based reasoning with compact latent representations
→ NitroGen: a generalized gameplay AI foundation model that harnesses NVIDIA Isaac GR00T to help train embodied agents
Learn more:
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Taipei's iconic skyline just got a little greener. 💚
Taipei 101 lights up for #NVIDIAGTC#
Some of the best conversations happen over great food. 🍧
@lexfridman + Jensen + night markets = one of the best evenings in Taipei.
I got to spend all day today with Jensen in Taiwan: talking with thousands of engineers and eating street food at a night market. Jensen is received as a rockstar in Taiwan, like it's Beatles in the 60's. It's mind-blowing and fun to watch. But most importantly, through all the interactions and all my conversations with him, he remained the same humble, kind, thoughtful, funny guy he always was, even as a kid who went to these same night markets many years ago.
Btw, we tried a crazy amount of different street food. It's legit some of the most delicious food I've ever had. I can't wait to share video of it, including a ton of our conversations and hangout. When I can pause for a moment from all the travel to edit the video, I'll post it.
Can't wait to continue talking to Jensen and engineers at Computex this week, and exploring more of Taiwan, and of course roaming the night markets for some more delicious street food.
Days like these, even more than usual, I feel like the luckiest kid in the world.
Love you all! ❤️
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The energy at GTC Taipei is unmatched. 💚
From packed sessions and live demos to conversations shaping what’s next in AI, here’s a look at the action across a show floor where innovation comes to life.
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What does it take to build an AI factory ready for the agentic era?
80+ partners joined Jensen Huang at #NVIDIAGTC# Taipei to show how NVIDIA MGX is making it possible.
With NVIDIA Vera Rubin, 800 VDC, and partners spanning systems, power, and cooling, NVIDIA MGX is turning modular design into deployed AI infrastructure for the agentic AI era. ⚡
#NVIDIAGTC#
🔗
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The AI era needs a new CPU.
Meet NVIDIA Vera, 80% faster agentic task completion than x86.
Built for AI factories. Built for what's next. The CPU for agents has arrived.
🔗
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Get your green on 💚
The Gear Store at #NVIDIAGTC# Taipei is packed with exclusive merch you won’t find anywhere else. 🛍️
TICC | June 2–4, 9:30 a.m.-5:30 p.m.
Access for GTC Taipei pass holders, and COMPUTEX pass holders that are registered for Explore to Win.
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Taipei runs on innovation and great food. 🥟🍧
If you're at GTC Taipei at Computex, visiting the night markets is a non-negotiable.
#NVIDIAGTC#
The NVIDIA Vera Rubin platform is a multi-rack pod-scale system, built to process agentic AI and is now in full production.
Built through extreme co-design, Vera Rubin unifies five connected rack-scale systems — the NVIDIA Vera Rubin NVL72, Vera CPU rack, Groq 3 LPX, Vera BlueField-4 STX, and Spectrum-6 SPX Ethernet — all purpose-built for global-scale agentic AI infrastructure.
Vera Rubin delivers intelligence at scale, with the performance, efficiency and security needed to power the next industrial revolution.
Congratulations to @Microsoft, @Dell, and @CoreWeave for each standing up their Vera Rubin NVL72 engineering racks.
Learn more:
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CEO Jensen Huang took the stage at GTC Taipei and redefined the future of AI.
He unveiled AI infrastructure running the world's AI factories, autonomous agents that actually do things, physical AI and robotics stepping into the real world, and a brand-new generation of personal computing built for AI from the ground up.
If you're curious where AI is actually headed, this keynote is your answer.
📰 Get the recap:
▶️ Watch the full keynote:
#NVIDIAGTC#
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Don't miss the livestream of NVIDIA CEO Jensen Huang's keynote at #NVIDIAGTC# Taipei.
Hear Jensen unveil the breakthroughs in physical AI, scaling infrastructure, science, and more — and what's driving the next generation of AI. It all starts here.
📍 Monday, June 1 | 11 a.m. Taipei Time
📍 Sunday, May 31 | 8 p.m. Pacific Time
🎥 Tune in for one of the biggest moments of GTC:
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