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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."

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Sawyer Merritt

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798,342 просмотров • 9 месяцев назад •via X (Twitter)

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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 🧵
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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 🧵

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🚨HUGE: Nvidia is charging MORE for its chips, and Jensen Huang says he did it on purpose. The Nvidia CEO says the company chose to "rip the band-aid off" after memory costs exploded. A single Vera Rubin rack could now cost around $8 MILLION.
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🚨HUGE: Nvidia is charging MORE for its chips, and Jensen Huang says he did it on purpose. The Nvidia CEO says the company chose to "rip the band-aid off" after memory costs exploded. A single Vera Rubin rack could now cost around $8 MILLION.

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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 said. “Today, I can tell you that Vera Rubin is in full production.” According to Nvidia’s tests, Rubin architecture operates three and a half times faster than the previous Blackwell architecture on model-training tasks and five times faster on inference tasks, and that's just the start.
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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 said. “Today, I can tell you that Vera Rubin is in full production.” According to Nvidia’s tests, Rubin architecture operates three and a half times faster than the previous Blackwell architecture on model-training tasks and five times faster on inference tasks, and that's just the start.

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76,412 просмотров • 9 месяцев назад

Jensen Huang says Vera Rubin is now in full production and the supply chain is already twice the size of Grace Blackwell. $NVDA is officially ramping full AI factory systems with CPUs, GPUs and co-packaged optics built directly into the rack.
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Jensen Huang says Vera Rubin is now in full production and the supply chain is already twice the size of Grace Blackwell. $NVDA is officially ramping full AI factory systems with CPUs, GPUs and co-packaged optics built directly into the rack.

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70,283 просмотров • 4 месяцев назад

NVIDIA Vera Rubin is in full production and arrives just in time for the next frontier of AI. The #NVIDIARubin platform uses extreme co-design across six new chips to accelerate agentic AI, advanced reasoning and massive-scale MoE model inference. NVIDIA Vera Rubin NVL72: Six new chips, one AI supercomputer — see how we built it.
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NVIDIA Vera Rubin is in full production and arrives just in time for the next frontier of AI. The #NVIDIARubin platform uses extreme co-design across six new chips to accelerate agentic AI, advanced reasoning and massive-scale MoE model inference. NVIDIA Vera Rubin NVL72: Six new chips, one AI supercomputer — see how we built it.

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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 Technologies, and CoreWeave for each standing up their Vera Rubin NVL72 engineering racks. Learn more:
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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 Technologies, and CoreWeave for each standing up their Vera Rubin NVL72 engineering racks. Learn more:

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Cognition is the first customer running @NVIDIA Vera Rubin, powered by CoreWeave! Hopper in 2022. Blackwell in 2024. Now Vera Rubin: On SWE-2 inference, the new chips deliver about 4.8x more token throughput than GB200 at the same decode speed. More compute, better agents!
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Cognition is the first customer running @NVIDIA Vera Rubin, powered by CoreWeave! Hopper in 2022. Blackwell in 2024. Now Vera Rubin: On SWE-2 inference, the new chips deliver about 4.8x more token throughput than GB200 at the same decode speed. More compute, better agents!

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$NVDA Vera Rubin cycle is officially moving from roadmap to reality with the first operational NVL72 rack now live at $MSFT. Nvidia says production racks are here marking the start of the next major AI infrastructure deployment wave after Blackwell.
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NVIDIA HAS TAPED OUT 6 RUBIN CHIPS AT TSMC - New CPU (Vera - 88 ARM cores with SMT) - New GPU variants (R100 with HBM4) - Scale-up NVLink switch - Silicon photonics processor - Networking silicon - Complete chipset overhaul Reminder that Rubin is on-schedule for mass production in the 2nd half of 2026
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This is NVIDIA Rubin. Six new chips designed to deliver one incredible AI supercomputer. Built with extreme codesign across compute, networking, and software, Rubin sets a new standard for building and deploying the most advanced AI systems at the lowest possible cost. #CES2026
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At CES, our CEO Jensen Huang unveiled how physical AI is coming to life in factories, robots and the next wave of autonomous vehicles with Rubin, GR00T, Alpamayo and more. Watch the keynote: Read the announcements:
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At CES, our CEO Jensen Huang unveiled how physical AI is coming to life in factories, robots and the next wave of autonomous vehicles with Rubin, GR00T, Alpamayo and more. Watch the keynote: Read the announcements:

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The NVIDIA Vera Rubin NVL72 scale-up fabric, built on the sixth-generation NVIDIA NVLink. The NVLink 6 Switch trays connect 72 Rubin GPUs in an all-to-all configuration. The NVLink spine—over 5,000 copper cables make up the vertical NVLink traverse. It securely moves more data than the entire bandwidth of the internet. The single-wide NVIDIA MGX rack design unlocks a cable-free, horizontal NVLink scale-up traverse, running directly on PCB for resiliency at scale. This is how NVIDIA Vera Rubin NVL72 works as one, designed to deliver the lowest token cost and 10x more performance per watt than the previous generation. #NVIDIAVeraRubin
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The NVIDIA Vera Rubin NVL72 scale-up fabric, built on the sixth-generation NVIDIA NVLink. The NVLink 6 Switch trays connect 72 Rubin GPUs in an all-to-all configuration. The NVLink spine—over 5,000 copper cables make up the vertical NVLink traverse. It securely moves more data than the entire bandwidth of the internet. The single-wide NVIDIA MGX rack design unlocks a cable-free, horizontal NVLink scale-up traverse, running directly on PCB for resiliency at scale. This is how NVIDIA Vera Rubin NVL72 works as one, designed to deliver the lowest token cost and 10x more performance per watt than the previous generation. #NVIDIAVeraRubin

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A new era for video has arrived. 🎬 Congratulations to Runway for showcasing the first demonstration of video generation on the NVIDIA Rubin platform. See what happens when Runway Gen-4.5 meets our next-gen platform in this exclusive early look. Learn More: #NVIDIARubin
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A new era for video has arrived. 🎬 Congratulations to Runway for showcasing the first demonstration of video generation on the NVIDIA Rubin platform. See what happens when Runway Gen-4.5 meets our next-gen platform in this exclusive early look. Learn More: #NVIDIARubin

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Nvidia CEO Jensen Huang said that the company's next generation of chips is in 'full production,' saying they can deliver five times the artificial-intelligence computing of the company’s previous silicon when serving up chatbots and other AI apps
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Nvidia CEO Jensen Huang said that the company's next generation of chips is in 'full production,' saying they can deliver five times the artificial-intelligence computing of the company’s previous silicon when serving up chatbots and other AI apps

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Nvidia CEO Jensen Huang aimed to assure investors that the company can keep up its blockbuster growth with the help of a broad base of customers and that new products will help it beat the $1 trillion in sales it has forecast for its flagship AI chips
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Nvidia CEO Jensen Huang aimed to assure investors that the company can keep up its blockbuster growth with the help of a broad base of customers and that new products will help it beat the $1 trillion in sales it has forecast for its flagship AI chips

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21,427 просмотров • 4 месяцев назад

Jensen Huang said Grok 5 will be 7 Trillion parameter model. On time to train, with the training window fixed at 1 month, the new Vera-Rubin GPU system of Nvidia needs 1/4 the number of systems compared with Blackwell to train the same frontier model. “factory throughput” improves by about 10x over Blackwell, and Blackwell itself was about 10x over Hopper. i.e. overall Rubin is roughly 100x Hopper in factory throughput per watt, which matters hugely, because a 1 GW, $50B data center is power-limited and revenue scales with throughput per watt. --- From Nvidia YT channel
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Jensen Huang said Grok 5 will be 7 Trillion parameter model. On time to train, with the training window fixed at 1 month, the new Vera-Rubin GPU system of Nvidia needs 1/4 the number of systems compared with Blackwell to train the same frontier model. “factory throughput” improves by about 10x over Blackwell, and Blackwell itself was about 10x over Hopper. i.e. overall Rubin is roughly 100x Hopper in factory throughput per watt, which matters hugely, because a 1 GW, $50B data center is power-limited and revenue scales with throughput per watt. --- From Nvidia YT channel

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165,770 просмотров • 8 месяцев назад

$NVDA CEO Jensen Huang says GPUs are effectively sold out across the cloud with availability so tight that even renting older-generation chips has become difficult. Spot prices for GPU rentals are rising as a result which favors $NBIS, $IREN & $CIFR as demand pushes through limited capacity.
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$NVDA CEO Jensen Huang says GPUs are effectively sold out across the cloud with availability so tight that even renting older-generation chips has become difficult. Spot prices for GPU rentals are rising as a result which favors $NBIS, $IREN & $CIFR as demand pushes through limited capacity.

Shay Boloor

212,563 просмотров • 8 месяцев назад

These are just test images from the Vera C. Rubin Observatory... and they’re already stunning. In just over 10 hours, Rubin captured millions of stars, millions of galaxies, and discovered 2,104 new asteroids. And this is only the beginning.
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These are just test images from the Vera C. Rubin Observatory... and they’re already stunning. In just over 10 hours, Rubin captured millions of stars, millions of galaxies, and discovered 2,104 new asteroids. And this is only the beginning.

Dr Kirsten Banks

22,603 просмотров • 1 год назад

Sachin Katti says OpenAI had Astra optimize its own inference on NVIDIA's Rubin chip, adding another 2x in 72 hours "It's a testament to NVIDIA's hardware that out of the box we got a 3x improvement in throughput. We literally took the same code that we had optimized for Blackwell, ran it on Rubin, got 3x improvement." "Then, can we actually make Astra run agents using Astra as the base model, go optimize this inference of Astra itself on Rubin? It's a recursive loop. The model is figuring out how to optimize its own inference serving on Rubin chips, and over 72 hours the model produced another 2x improvement on the throughput." "Things that would take weeks, if not months, to optimize in the past, we now are getting models that are very capable of actually producing over a weekend." _______ Link and more from Sachin Katti's conversation:
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Sachin Katti says OpenAI had Astra optimize its own inference on NVIDIA's Rubin chip, adding another 2x in 72 hours "It's a testament to NVIDIA's hardware that out of the box we got a 3x improvement in throughput. We literally took the same code that we had optimized for Blackwell, ran it on Rubin, got 3x improvement." "Then, can we actually make Astra run agents using Astra as the base model, go optimize this inference of Astra itself on Rubin? It's a recursive loop. The model is figuring out how to optimize its own inference serving on Rubin chips, and over 72 hours the model produced another 2x improvement on the throughput." "Things that would take weeks, if not months, to optimize in the past, we now are getting models that are very capable of actually producing over a weekend." _______ Link and more from Sachin Katti's conversation:

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40,013 просмотров • 16 дней назад