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Skild Brain putting AirPods in cases and assembling a GPU compute tray

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The Humanoid Hub

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24,507 次观看 • 8 个月前 •via X (Twitter)

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At GTC 2026 Skild booth, Shikhar Bahl & Katerina Marinou demo Skild Brain operating autonomously from pixels to robot actions, doing busbar assembly for NVIDIA GB300 compute tray. Skild uses the same omni-bodied base model for humanoids, quadrupeds, and variety of industrial robots.
6:32

At GTC 2026 Skild booth, Shikhar Bahl & Katerina Marinou demo Skild Brain operating autonomously from pixels to robot actions, doing busbar assembly for NVIDIA GB300 compute tray. Skild uses the same omni-bodied base model for humanoids, quadrupeds, and variety of industrial robots.

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Nearly every system today, from energy to chips to food, is bottlenecked by scarce human capital. We are changing that by building AI-powered industries of the future. Check out Skild Brain robustly assembling GPU racks, a highly precise task, live at #NvidiaGTC.
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Nearly every system today, from energy to chips to food, is bottlenecked by scarce human capital. We are changing that by building AI-powered industries of the future. Check out Skild Brain robustly assembling GPU racks, a highly precise task, live at #NvidiaGTC.

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Robots assembling robot brain -- imagine this kind of robustness on every precision manufacturing line! Live demo of GPU rack assembly at #NVIDIAGTC: - end-to-end neural network (Skild Brain) finetuned with little data - memory to perform long horizon task (placing jigs, 16 screwes, removing jigs) - robust to disturbances and fast to set up - no fancy sensors, just off-the-shelf arms and cameras
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Robots assembling robot brain -- imagine this kind of robustness on every precision manufacturing line! Live demo of GPU rack assembly at #NVIDIAGTC: - end-to-end neural network (Skild Brain) finetuned with little data - memory to perform long horizon task (placing jigs, 16 screwes, removing jigs) - robust to disturbances and fast to set up - no fancy sensors, just off-the-shelf arms and cameras

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Skild Brain uses in-context memory to adapt to disturbances on the fly and keeps working.
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Skild Brain uses in-context memory to adapt to disturbances on the fly and keeps working.

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"Stop wearing your AirPods." "It truly is like wearing a mini microwave centimetres from your brain. And everyone should know that putting a microwave on your head is a horrible idea."
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"Stop wearing your AirPods." "It truly is like wearing a mini microwave centimetres from your brain. And everyone should know that putting a microwave on your head is a horrible idea."

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GPU Aggregator Coming Soon! We're linking GPU nodes from AWS, Azure, Vastai, and 50+ providers into NodeAI. 🎯 Why it matters: -Attract users seeking better pricing for infrastructure. -GPU holders enjoy exclusive discounts for compute. -Boost network revenue and benefit stakers. NodeAI is redefining compute accessibility. #AI $GPU #DEPIN
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GPU Aggregator Coming Soon! We're linking GPU nodes from AWS, Azure, Vastai, and 50+ providers into NodeAI. 🎯 Why it matters: -Attract users seeking better pricing for infrastructure. -GPU holders enjoy exclusive discounts for compute. -Boost network revenue and benefit stakers. NodeAI is redefining compute accessibility. #AI $GPU #DEPIN

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$GPU is about to become the backbone of decentralized AI compute | Node AI | $GPU
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$GPU is about to become the backbone of decentralized AI compute | Node AI | $GPU

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.Skild AI AI CEO Deepak Pathak discusses how the startup is building a robot “brain” that learns from watching humans and practicing itself
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.Skild AI AI CEO Deepak Pathak discusses how the startup is building a robot “brain” that learns from watching humans and practicing itself

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Make new handcrafted leather band and cases from cut Apple Watch, Iphone and AirPods
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Make new handcrafted leather band and cases from cut Apple Watch, Iphone and AirPods

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I watched Anyma at the Sphere in Las Vegas last night. It was rendered using the The Render Network - one of the best use crypto cases for distributed GPU compute. If you get a chance, I highly recommend going.
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I watched Anyma at the Sphere in Las Vegas last night. It was rendered using the The Render Network - one of the best use crypto cases for distributed GPU compute. If you get a chance, I highly recommend going.

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Microwaving the brain with AirPods
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What makes it so resilient? It's "omni-bodied". The Skild Brain spent 1,000 years walking 100,000 different bodies across simulated worlds. In our world, the Brain treats a broken robot as just another body.
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What makes it so resilient? It's "omni-bodied". The Skild Brain spent 1,000 years walking 100,000 different bodies across simulated worlds. In our world, the Brain treats a broken robot as just another body.

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Your GPU is chilling. Your CPU is slacking. Meanwhile, AI and Web3 need more power than ever 🤖💡 DePINed connects the dots, putting your idle resources to work powering AI, decentralizing compute, and yes, rewarding you. Plug in. Contribute. Get rewarded. Learn more ➡️
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Your GPU is chilling. Your CPU is slacking. Meanwhile, AI and Web3 need more power than ever 🤖💡 DePINed connects the dots, putting your idle resources to work powering AI, decentralizing compute, and yes, rewarding you. Plug in. Contribute. Get rewarded. Learn more ➡️

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James showing off his airpods cases, they are so cute
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Nosana, a $378M FDV DePIN project, pivoted from code deployment to AI compute, building a GPU network without overvaluation. Launching its mainnet Jan 14, Nosana is a rare Solana-native gem, poised to compete with giants like Render and in the AI compute space and is definitely one to watch!

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The $IONQ CEO went on Bloomberg this morning claiming their quantum compute will surpass all $NVDA GPU compute by 2027 — and even called Blackwell a joke. This kind of hype ends in tears. IonQ will be adding another Q in due time. 😭 Martin Shkreli

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