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Nvidia launches the Vera Rubin platform, saying it will offer dramatic reductions in inference and training costs compared to Blackwell, across six new chips

The Rubin GPU boasts five times more AI training compute power than Blackwell. … Nvidia is kicking off 2026 …

The Verge Stevie Bonifield

Discussion

  • @mingchikuo @mingchikuo on x
    Key Updates on NVIDIA Vera Rubin/VR200 NVL72 (Integrating my latest supply chain checks and NVIDIA CEO Jensen Huang's CES 2026 keynote) 1. NVIDIA has renamed the AI server VR200 NVL144 (die-based) to VR200 NVL72 (package-based). My supply chain checks indicate VR200 NVL72 will
  • @edzitron Ed Zitron on x
    Gonna be honest the NVIDIA ces speech was very weak. Half of it spent talking about the Omniverse (which @theinformation just reported is incredibly unsuccessful), an entirely fictional LLM demo, Vera Rubin felt like an afterthought, Jensen looked lost, very weird
  • @benbajarin Ben Bajarin on x
    Jensen: “the interesting thing about Vera Rubin it is the only computer in history where literally, every single chip is new.” And I'd add - purposely designed for AI workloads.
  • @rohanpaul_ai Rohan Paul on x
    Jensen Huang is on fire at CES 2026 Event 🎯 “How you run the software, how you develop the software fundamentally changed. The entire five-layer stack of the computer industry is being reinvented. You no longer program the software, you train the software. You don't run it on [vi…
  • @sawyermerritt Sawyer Merritt on x
    NEWS: Nvidia has released a new video of its next-generation Rubin chips, which are 5X more powerful than their predecessor, Blackwell. The new Rubin chips are already in production. CEO Jensen Huang: “This is a Rubin pod. 1,152 GPUs and 16 racks. Each rack has 72 Rubins.” [video…
  • @brianroemmele Brian Roemmele on x
    “The entire five-layer stack of the computer industry is being reinvented. You no longer program the software, you train the software. You don't run it on CPUs, you run it on GPUs. And whereas applications were pre-recorded, pre-compiled, and run on your device, now applications …
  • @nebiusai @nebiusai on x
    🔥 We will deploy the @NVIDIA Rubin platform through Nebius AI Cloud and Token Factory @nebiustf, unlocking next-gen reasoning and agentic AI capabilities for customers starting H2 2026. 1/2 [image]
  • @zephyr_z9 @zephyr_z9 on x
    AMD's volume are pretty small Packaging yield will be an issue Low spec HBM4 won't be an issue
  • @benbajarin Ben Bajarin on x
    NVIDIA standardizing now on total packages per rack not total die. So Rubin is NVL72 with 72 GPU packages but 144 Rubin dies. Just so we can all keep track.
  • @pirat_nation @pirat_nation on x
    NVIDIA CEO Jensen Huang unveiled the Vera Rubin AI platform at CES 2026, succeeding Blackwell. Named after astronomer Vera Rubin, it features the Rubin GPU and Vera CPU (88 custom Arm cores), built on TSMC 3nm with HBM4 memory. The platform delivers up to 5x faster inference [ima…
  • @sawyermerritt Sawyer Merritt on x
    NEWS: Nvidia has announced its next-generation chips, called Rubin. Elon Musk on the new chips: “Nvidia Rubin will be a rocket engine for AI. If you want to train and deploy frontier models at scale, this is the infrastructure you use — and Rubin will remind the world that [image…
  • @edludlow Ed Ludlow on x
    NEWS: Vera Rubin is in “full production” — Jensen Huang $NVDA
  • @benbajarin Ben Bajarin on x
    Rubin moving to full rack scale/super pods is NVIDIA pushing on the reality that the unit of competition moved from chip to rack. Super pod/compute clusters will be way from here on out. Great for networking/CPO, etc.
  • @supermicro @supermicro on x
    Supermicro just announced expansions in manufacturing capacity and liquid-cooling capabilities, in collaboration with @NVIDIAAI to enable first-to-market delivery of data center-scale solutions optimized for the @nvidia Vera Rubin and Rubin platforms. 🔗 https://www.supermicro.com…
  • @nvidiadc @nvidiadc on x
    The new #NVIDIARubin platform utilizes extreme co-design across hardware and software to deliver inference at 1/10th the token cost and trains MoE models with 1/4th the number of GPUs, compared to #NVIDIABlackwell. With broad ecosystem support and adoption among the world's
  • @scaling01 @scaling01 on x
    gimme those tokens/s [image]
  • @stocksavvyshay Shay Boloor on x
    $NVDA Rubin cuts inference token costs by up to 10x and slashes MoE training needs to ~4x fewer GPUs versus Blackwell. Each Rubin pod contains 1,152 GPUs across 16 racks or 72 GPUs per rack. [video]
  • @stocksavvyshay Shay Boloor on x
    $NBIS will be among the first to offer $NVDA Vera Rubin NVL72 starting in 2026 across both the U.S. & Europe. The move integrates Vera Rubin directly into Nebius AI Cloud & its Token Factory giving enterprises the infrastructure needed to deploy agentic AI faster & at scale. [ima…
  • @elonmusk Elon Musk on x
    @SawyerMerritt It will take another 9 months or so before the hardware is operational at scale and the software works well
  • @israel @israel on x
    NVIDIA unveiled Rubin, its next-generation AI platform. With Israeli R&D at its core. Several key chips powering Rubin, including advanced networking and data-processing components, were developed by NVIDIA Israel engineering teams. The result: dramatically lower compute needs,
  • @arm @arm on x
    #NVIDIARubin is here. Including the new NVIDIA Vera CPU with 88 custom Arm-compatible cores, and the BlueField-4 DPU featuring the Arm Neoverse-based Grace CPU, Vera Rubin is fully compatible with Arm's 22 million developer strong software ecosystem — delivering exceptional
  • @amitisinvesting Amit on x
    $NVDA JENSEN: “Our next generation GPU architecture, Vera Rubin, is now in full production.” Seeing the level of pure technology that goes into making a new architecture is absolutely mind blowing. We get to live during a time where a company is pushing every. single. limit. [ima…
  • @patrickmoorhead Patrick Moorhead on x
    “Vera Rubin is in full production” says Jensen. $NVDA. And the crowd roared. [image]
  • @edludlow Ed Ludlow on x
    Vera Rubin compute tray has no cables, hoses or fans.
  • @stockmktnewz Evan on x
    Nvidia $NVDA CEO Jensen Huang just said the Compute chassis for the new Nvidia Rubin series of AI infrastructure chips take just 5 minutes to build compared to 2 hours (if you're lucky) for the last generation [image]
  • @benbajarin Ben Bajarin on x
    Rubin looks like a beast.  - Vera Rubin official launch (all 6 chips back from fab, H2 2026 production) - 5x inference / 3.5x training vs Blackwell - The killer economics: 1/4 GPUs for training, 1/7 token cost - Rubin GPU with HBM4 (22 TB/s) and 50 PFLOPS FP4 [...]
  • @ns123abc Nik on x
    We are witnessing the birth of the machine god [video]
  • @tomwarren Tom Warren on x
    Nvidia CEO Jensen Huang introduces the Vera Rubin architecture, its next-gen AI platform. The GPU is named Rubin and the CPU is Vera [image]
  • @nvidianewsroom @nvidianewsroom on x
    NEWS: NVIDIA just introduced #NVIDIARubin, a next-generation AI supercomputer designed to power reasoning and agentic AI at unprecedented scale and efficiency. Announced live at #CES2026, Rubin brings together six new chips with extreme codesign across compute, networking, and [i…
  • @iruletheworldmo @iruletheworldmo on x
    5x more powerful than the previous chip. jensen is so back. rubin has arrived chat. this will be huge for ai in 2026 [video]
  • @scaling01 @scaling01 on x
    Vera Rubin NVL 72 huge improvement in FLOPS and bandwidth, not so much for HBM capacity so models won't get larger until late 2027/2028 when higher HBM capacity variants come online, but inference for current trillion+ param frontier models should get much faster [image]
  • @nvidia @nvidia on x
    This is #NVIDIARubin. Six new chips designed to deliver one incredible AI supercomputer. Built with extreme co-design across compute, networking, and software, Rubin sets a new standard for building and deploying the world's most advanced AI systems at the lowest possible cost. […
  • @redhat @redhat on x
    We are expanding our collaboration with @NVIDIA to deliver a complete, optimized #AI stack for the NVIDIA Rubin platform. Learn more about the news: https://www.redhat.com/...
  • @nvidia @nvidia on x
    Vera Rubin is in full production. We just kicked off the next generation of AI infrastructure with the NVIDIA Rubin platform, bringing together six new chips to deliver one AI supercomputer built for AI at scale. Here are the top 5 things to know 🧵 [video]
  • @techcrunch @techcrunch on x
    Watch Nvidia CEO Jensen Huang reveal what he described as the state of the art in AI hardware: the new Rubin computing architecture. “Vera Rubin is designed to address this fundamental challenge that we have: The amount of computation necessary for AI is skyrocketing.” Huang [vid…
  • @jukan05 Jukan on x
    Thoughts on NVIDIA Rubin and AMD MI455X Let's dive into a comparison between Nvidia's Rubin and AMD's MI455X, both unveiled today. Starting with Rubin, it utilizes an 8-stack HBM4 configuration. It boasts a memory bandwidth of 22TB/s, leveraging memory with a per-pin Fmax of
  • r/hardware r on reddit
    A Discussion on the Announced Specs of Rubin vs Blackwell and how that could translate to Consumer Chips
  • r/wallstreetbets r on reddit
    Nvidia launches Vera Rubin AI platform at CES 2026, claims 4x fewer GPUs needed vs Blackwell and 10x lower inference token costs
  • @beffjezos @beffjezos on x
    Elon knows having several players will help accelerate the regulation needed for mass scale adoption, also lots of synergistic network effects. The goal of Tesla was always to spread electrification and self-driving tech to the world, it's a positive sum mission.
  • r/teslainvestorsclub r on reddit
    I tested Nvidia's Tesla Full Self-Driving competitor — Tesla should be worried
  • @elonmusk Elon Musk on x
    @SawyerMerritt Well that's just exactly what Tesla is doing 😂 What they will find is that it's easy to get to 99% and then super hard to solve the long tail of the distribution.
  • @nvidianewsroom @nvidianewsroom on x
    NVIDIA Alpamayo is the first open ecosystem for developing reasoning vision-language-action (VLA) models for autonomous vehicles. Alpamayo 1, AlpaSim, and Physical AI Open Datasets help AVs perceive, reason, and act with human-like judgment, paving the way for level 4 autonomy. […
  • @niccruzpatane Nic Cruz Patane on x
    NVIDIA has released a video of its new reasoning-based autonomous vehicle platform, called Alpamayo, navigating around San Francisco with zero interventions. [video]
  • @iamborisi Boris Ivanovic on x
    Proud to share the release of NVIDIA Alpamayo! 🚀 An open ecosystem for reasoning AVs with VLA models (Alpamayo 1, reasoning traces + trajectories), open AV datasets (1700+ hr, multi-sensor, global), and AlpaSim (closed-loop E2E sim). Excited to see the community build with it!
  • @stocksavvyshay Shay Boloor on x
    $NVDA CEO Jensen Huang just announced Alpamayo which he calls the world's first thinking and reasoning model built for autonomous vehicles. By open sourcing the Alpamayo stack, Nvidia is pushing self driving forward as a category after years of work by thousands of engineers. [vi…
  • @stockmktnewz Evan on x
    NVIDIA $NVDA CEO JENSEN HUANG JUST ANNOUNCED : The first full stack autonomous vehicle from Nvidia will be on the road in Q1 2026 in the United States 🇺🇸... “there is no doubt in my mind this will be one of the biggest robotics industries” [image]
  • @stockmktnewz Evan on x
    NVIDIA $NVDA CEO JENSEN HUANG JUST SAID: Autonomous vehicles are now “fully gear” and this will be the first huge mainstream robotics industry [image]
  • @stocksavvyshay Shay Boloor on x
    $NVDA CEO Jensen Huang said the first full-stack autonomous vehicle built on Nvidia's platform will be on U.S. roads in Q1 2026. He added there is “no doubt” this becomes one of the largest robotics industries in the world. [image]
  • @niccruzpatane Nic Cruz Patane on x
    NVIDIA CEO Jensen Huang at CES 2026: “We imagine that someday, a billion cars on the road will all be autonomous. You could have it as a robotaxi that you're orchestrating and renting from somebody, or you could own it and have it driving by itself. Or you could decide to drive […
  • @stockmktnewz Evan on x
    NVIDIA $NVDA CEO JENSEN HUANG JUST ANNOUNCED THE LAUNCH OF: ALPAMAYO “the worlds first thinking, reasoning model for autonomous vehicles” [image]
  • @benbajarin Ben Bajarin on x
    Per an interesting stat Jensen just dropped that NVIDIA's autonomous vehicle team is 7,000 people, means ~20% of NVIDIA employees work on autonomous cars.
  • @mweinbach Max Weinbach on x
    Nvidia is launching an open source end to end autonomous video model, from camera + telemetry in to vehicle control out Similar to Tesla's FSD model [image]
  • @stocksavvyshay Shay Boloor on x
    $NVDA is trying to own the physical AI feedback loop by building the full pipeline. It simulates the world to train models that can reason & act, stress tests them at massive scale, then ships the stack partners use to deploy and keep improving it in the real world. [video]
  • @samsheffer Sam Sheffer on x
    @elonmusk @niccruzpatane makes the roads safer for everyone
  • @sawyermerritt Sawyer Merritt on x
    NEWS: NVIDIA just announced Alpamayo, what CEO Jensen Huang calls the world's first thinking, reasoning autonomous vehicle AI, launching on U.S. roads later this year, starting with the Mercedes CLA. Jensen: “It's trained end-to-end. Literally from camera in to actuation out; It …
  • @elonmusk Elon Musk on x
    @niccruzpatane I honestly hope they succeed
  • @scobleizer Robert Scoble on x
    The question I see others asking is “does NVIDIA Alpamayo affect Tesla?” The short answer is: not really. The long answer is that it sort of gets everyone else back into the game of adding autonomy to their vehicles, but here is the problem: the game is about to switch to [video]
  • @mweinbach Max Weinbach on x
    btw the Mercedes/Nvidia L2++ stack is vision only, with the classic AV for safety is vision + radar for classification. Main autonomy stack is vision only. No LiDAR in the stack. It's entirely end to end. This is essentially an open source/available version of Tesla's FSD.
  • @laurengoode Lauren Goode on bluesky
    NEW: Nvidia says its next-generation AI chips, Vera Rubin, are in “full production.”  Company seems eager to reassure partners and investors that there isn't a slip on this one... www.wired.com/story/nvidia...
  • @wired.com @wired.com on bluesky
    The chip giant says Vera Rubin will sharply cut the cost of training and running AI models, strengthening the appeal of its integrated computing platform. www.wired.com/story/nvidia...
  • r/nvidia r on reddit
    Jensen Huang Says Nvidia's New Vera Rubin Chips Are in ‘Full Production’
  • @deck_ready @deck_ready on x
    NVIDIA just announced a native GeForce Now app for Linux. That should make things a bit smoother on Steam Deck and soon... Steam Machine. Pretty cool! I hope it launches soon. [image]
  • r/linux r on reddit
    Nvidia is reportedly bringing official Linux support to GeForce Now soon, not just for Steam Deck
  • r/GeForceNOW r on reddit
    NVIDIA CES 2026: New Apps, Flight Controls, and AAA Blockbusters
  • r/SteamDeck r on reddit
    GeForce Now is getting native Linux and Fire TV apps
  • Gameranx Ryan Parreno on x
    Nvidia Has Launched DLSS 4.5 - Promising Industry Leading 4K 240+ FPS Gameplay
  • @nvidiageforce @nvidiageforce on x
    Introducing DLSS 4.5: ⚫️Second-gen Super Resolution transformer model for all RTX GPUs ⚫️Dynamic Multi Frame Gen for RTX 50 Series GPUs in Spring '26 ⚫️6X Multi Frame Gen for RTX 50 Series GPUs in Spring '26 ⚫️DLSS Overrides in NVIDIA app Learn More → https://www.nvidia.com/... […
  • @nvidiageforce @nvidiageforce on x
    ICYMI all the latest announcements from GeForce On: 🟢 DLSS 4.5 🟢 New RTX Games 🟢 G-SYNC Pulsar availability 🟢 Remix Logic 🟢 GeForce NOW: more ways to play 🟢 RTX AI PC updates Read the recap → https://www.nvidia.com/... [image]
  • @digitalfoundry @digitalfoundry on x
    The new DLSS 4.5 super resolution is out now, with the welcome release of a dynamic frame generation solution slated for Spring 2026. We'll have more soon, but here's what we know so far: https://www.digitalfoundry.net/ ...
  • @geforce_jacobf Jacob Freeman on x
    DLSS 4 vs 4.5 improvements in Super Resolution 👀 [video]
  • @saiyambansal100 @saiyambansal100 on x
    You can now enable DLSS 4.5 to both GTA V Enhanced and Red Dead Redemption 2 further improving image quality. [image]
  • @geforce_jacobf Jacob Freeman on x
    Dynamic MFG adjusts the Frame Gen multiplier to keep your FPS within your monitors refresh rate, or a set FPS setting, this new feature is awesome! 💚 Available in DLSS 4.5 in Spring! [video]
  • @wario64 @wario64 on x
    “DLSS 4 Is Available In Over 250 Games, And Coming To 007 First Light, Phantom Blade Zero, PRAGMATA with Path Tracing & Many More” https://www.nvidia.com/... NVIDIA DLSS 4.5: https://www.nvidia.com/... [image]
  • r/nvidia r on reddit
    Game Ready & Studio Driver 591.74 FAQ/Discussion
  • r/hardware r on reddit
    NVIDIA DLSS 4.5, Path Tracing and G-SYNC Pulsar Supercharge Gameplay With Enhanced Performance and Visuals
  • r/pcmasterrace r on reddit
    NVIDIA DLSS 4.5 to feature 2nd Gen Transformer model and Dynamic 6x Frame Generation
  • r/nvidia r on reddit
    NVIDIA App v11.0.6 Beta Released
  • r/nvidia r on reddit
    NVIDIA DLSS 4.5 to feature 2nd Gen Transformer model and Dynamic 6x Frame Generation
  • r/nvidia r on reddit
    NVIDIA DLSS 4.5 Delivers Major Upgrade With 2nd Gen Transformer Model For Super Resolution & 6X Dynamic Multi Frame Generation
  • r/radeon r on reddit
    Nvidia getting dlss 4.5
  • r/TechHardware r on reddit
    NVIDIA DLSS 4.5 Delivers Major Upgrade With 2nd Gen Transformer Model For Super Resolution & 6X Dynamic Multi Frame Generation
  • r/pcgaming r on reddit
    NVIDIA DLSS 4.5 to feature 2nd Gen Transformer model and Dynamic 6x Frame Generation
  • r/hardware r on reddit
    NVIDIA DLSS 4.5 to feature 2nd Gen Transformer model and Dynamic 6x Frame Generation
  • r/nvidia r on reddit
    A quick comparison DLSS 4.5 Preset K vs Preset L.
  • r/Games r on reddit
    NVIDIA DLSS 4.5 Delivers Major Upgrade With 2nd Gen Transformer Model For Super Resolution & 6X Dynamic Multi Frame Generation
  • r/nvidia r on reddit
    NVIDIA App Update Adds DLSS 4.5 Super Resolution & New GeForce Game Ready Driver