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Maybe the Musée du Louvre should’ve mapped before they snapped. 🎨🤖 Our 3D dataset trains robots to see, move… and stop art thieves.

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Over the Reality 🌐

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11,017 görüntüleme • 10 ay önce •via X (Twitter)

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Curious how Disney and Pixar created the animated film, Hoppers?👀 Find out in the newest addition to the collectible Art of series, The Art of Hoppers!🤖🦫 #Hoppers is now playing in Theaters and 3D!✨ Find our full collection here:
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Curious how Disney and Pixar created the animated film, Hoppers?👀 Find out in the newest addition to the collectible Art of series, The Art of Hoppers!🤖🦫 #Hoppers is now playing in Theaters and 3D!✨ Find our full collection here:

Chronicle Books

36,123 görüntüleme • 5 ay önce

🤖 A ballerina robot and a robot in a business suit are roaming around SPIEF 2026 One of them claimed to be a member of the “Robots of Russia” party, complained that people “look down on him,” and invited journalists to discuss the forum cafeteria’s menu. The ballerina robot said she used to dance professionally before deciding to move into economics. Last year they were walking around without clothes. Now they have suits. A true technological breakthrough.
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🤖 A ballerina robot and a robot in a business suit are roaming around SPIEF 2026 One of them claimed to be a member of the “Robots of Russia” party, complained that people “look down on him,” and invited journalists to discuss the forum cafeteria’s menu. The ballerina robot said she used to dance professionally before deciding to move into economics. Last year they were walking around without clothes. Now they have suits. A true technological breakthrough.

NEXTA

55,162 görüntüleme • 2 ay önce

Over the Reality just hit another major milestone in the AI era. We have now surpassed 200,000 mappings in our dataset. 🎉 These are not just images. They are high-quality 3D maps generated from the mapping activity of our global community, which has produced more than 94M images of real-world locations so far. The dataset also includes 900TB+ of spatial data that can power Visual AI models, Robotics VPS for real-world navigation and positioning, XR VPS for precise spatial anchoring and AR experiences, Spatial Computing applications, Digital Twins, and the next generation of real-world AI infrastructure. In just the past 2 weeks, our dataset grew by +17,955 mapped locations. That is nearly +10% growth in just 14 days. More maps. More data. More demand for $OVR.
0:10

Over the Reality just hit another major milestone in the AI era. We have now surpassed 200,000 mappings in our dataset. 🎉 These are not just images. They are high-quality 3D maps generated from the mapping activity of our global community, which has produced more than 94M images of real-world locations so far. The dataset also includes 900TB+ of spatial data that can power Visual AI models, Robotics VPS for real-world navigation and positioning, XR VPS for precise spatial anchoring and AR experiences, Spatial Computing applications, Digital Twins, and the next generation of real-world AI infrastructure. In just the past 2 weeks, our dataset grew by +17,955 mapped locations. That is nearly +10% growth in just 14 days. More maps. More data. More demand for $OVR.

Over the Reality 🌐

926,557 görüntüleme • 5 ay önce

🧲🖼️NEW ARTWORK RELEASE 🖼️🧲 My latest physical art is going to be auctioned at Christie's NYC, December 3 - 18, 2024. I created a 🧲magnetic 3D portrait 🖼️that can be customized and live on by the collector as they move the magnetic pieces around and change the 3D height of all the pieces.
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🧲🖼️NEW ARTWORK RELEASE 🖼️🧲 My latest physical art is going to be auctioned at Christie's NYC, December 3 - 18, 2024. I created a 🧲magnetic 3D portrait 🖼️that can be customized and live on by the collector as they move the magnetic pieces around and change the 3D height of all the pieces.

Coldie

21,241 görüntüleme • 1 yıl önce

🤖 Robotic hands are evolving faster than we realize — and they’re learning to master our world. I find this both fascinating and a little unsettling. At first glance, these robotic hands still look awkward - stiff fingers, clumsy motion. But behind the scenes, every iteration brings: ➡️ Tighter sensors ➡️ Smarter control loops ➡️ Better training on human-designed objects Week by week, they move closer to something astonishing — not imitation, but mastery. They’re learning to grip, twist, and adapt to tools made for our anatomy. And once they reach human-level dexterity, they won’t stop there. They’ll surpass it — steadier than surgeons, faster than assembly lines, tireless and precise. This is more than robotics. It’s the moment machines stop mimicking us… and start outperforming us. How do we redefine “human skill” in a world where robots master it too? #AI #Robotics #Innovation #Technology #Automation #FutureOfWork #Engineering
0:16

🤖 Robotic hands are evolving faster than we realize — and they’re learning to master our world. I find this both fascinating and a little unsettling. At first glance, these robotic hands still look awkward - stiff fingers, clumsy motion. But behind the scenes, every iteration brings: ➡️ Tighter sensors ➡️ Smarter control loops ➡️ Better training on human-designed objects Week by week, they move closer to something astonishing — not imitation, but mastery. They’re learning to grip, twist, and adapt to tools made for our anatomy. And once they reach human-level dexterity, they won’t stop there. They’ll surpass it — steadier than surgeons, faster than assembly lines, tireless and precise. This is more than robotics. It’s the moment machines stop mimicking us… and start outperforming us. How do we redefine “human skill” in a world where robots master it too? #AI #Robotics #Innovation #Technology #Automation #FutureOfWork #Engineering

Pascal Bornet

97,867 görüntüleme • 7 ay önce

Today at 11:00 AM, join Google researchers to experience SIMA 2, our latest Gemini-powered AI agent for 3D virtual worlds. SIMA 2 represents a significant step toward more general and helpful AI agents. Stop by the #NeurIPS2025 Google Booth to see the demo and learn more:
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Today at 11:00 AM, join Google researchers to experience SIMA 2, our latest Gemini-powered AI agent for 3D virtual worlds. SIMA 2 represents a significant step toward more general and helpful AI agents. Stop by the #NeurIPS2025 Google Booth to see the demo and learn more:

Google Research

52,612 görüntüleme • 8 ay önce

Competition 2: Mesh Generation 🦾 Until now, our subnet has focused on Gaussian splats. That work led to integrations with Unity, building the world’s largest 3D dataset, and early application deployments with real users and organic traffic growth. 🕹️ The next step is clear. Developers want native mesh generation that drops straight into existing game pipelines and unlocks real production use today. 🤖 Our competition format lets us move flexibly between goals, optimizing for near term commercial utility with meshes and balancing longer term research with Gaussian splat world models and digital twins. 📈 With significant open source mesh models releasing in the past weeks, the timing is right and the bar for miner innovation has never been higher. Mesh competition launches in 2 weeks!
0:10

Competition 2: Mesh Generation 🦾 Until now, our subnet has focused on Gaussian splats. That work led to integrations with Unity, building the world’s largest 3D dataset, and early application deployments with real users and organic traffic growth. 🕹️ The next step is clear. Developers want native mesh generation that drops straight into existing game pipelines and unlocks real production use today. 🤖 Our competition format lets us move flexibly between goals, optimizing for near term commercial utility with meshes and balancing longer term research with Gaussian splat world models and digital twins. 📈 With significant open source mesh models releasing in the past weeks, the timing is right and the bar for miner innovation has never been higher. Mesh competition launches in 2 weeks!

404

33,090 görüntüleme • 7 ay önce

It's been incredible to see neural networks working so well on our humanoid robots Humanoids are crazy complex - an individual motor can rotate 360 degrees and you have 40+ joints. If you do the math, that means more possible robot states than atoms in the universe Figure has our own AI model called Helix that we've designed in-house. A single Helix neural network now outputs both manipulation and navigation, end-to-end from language and pixel input Every leap in machine learning has come from massive, diverse datasets. At Figure, we’re currently building the largest pretraining dataset for humanoids in history - excited to see what this unlocks
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It's been incredible to see neural networks working so well on our humanoid robots Humanoids are crazy complex - an individual motor can rotate 360 degrees and you have 40+ joints. If you do the math, that means more possible robot states than atoms in the universe Figure has our own AI model called Helix that we've designed in-house. A single Helix neural network now outputs both manipulation and navigation, end-to-end from language and pixel input Every leap in machine learning has come from massive, diverse datasets. At Figure, we’re currently building the largest pretraining dataset for humanoids in history - excited to see what this unlocks

Brett Adcock

93,986 görüntüleme • 11 ay önce

We’ve seen humanoid robots walk around for a while, but when will they actually help with useful tasks in daily life? The challenge here is the diversity and complexity of real-world scenes. Our new work tackles this problem via 3D visuomotor policy learning. Using data from only 1 scene, our Improved 3D Diffusion Policy (iDP3) enables a full-sized humanoid robot to autonomously pick&place objects, pour water, and wipe tables, in the wild open world. (and all these skills are useful, right?) Web: Fully open-sourced code:
0:18

We’ve seen humanoid robots walk around for a while, but when will they actually help with useful tasks in daily life? The challenge here is the diversity and complexity of real-world scenes. Our new work tackles this problem via 3D visuomotor policy learning. Using data from only 1 scene, our Improved 3D Diffusion Policy (iDP3) enables a full-sized humanoid robot to autonomously pick&place objects, pour water, and wipe tables, in the wild open world. (and all these skills are useful, right?) Web: Fully open-sourced code:

Yanjie Ze

75,312 görüntüleme • 1 yıl önce

Typical Smoothie King pre-flight experience at the New Orleans airport. No one at the front counter. I walk around to look through the window on the door and see two dudes talking. One of them points at me and then they both move to where I can't see them. I waited for another five minutes before giving up. I'm sure they were probably just increasing shareholder value though so I don't want to jump to conclusions.
0:18

Typical Smoothie King pre-flight experience at the New Orleans airport. No one at the front counter. I walk around to look through the window on the door and see two dudes talking. One of them points at me and then they both move to where I can't see them. I waited for another five minutes before giving up. I'm sure they were probably just increasing shareholder value though so I don't want to jump to conclusions.

James Reeves

245,790 görüntüleme • 8 gün önce

BRGIE @BiafraRGIE update This is how they roll, they send Asari boy to harass our people and when they are gone the islamic police will roll out to demonstrate and you can’t see them during fulani attack or at the 4conner Enugu. All in the name of fighting sit at home. Nothing will stop Biafra from civil disobedience. We are your match.
0:11

BRGIE @BiafraRGIE update This is how they roll, they send Asari boy to harass our people and when they are gone the islamic police will roll out to demonstrate and you can’t see them during fulani attack or at the 4conner Enugu. All in the name of fighting sit at home. Nothing will stop Biafra from civil disobedience. We are your match.

Simon Ekpa

88,244 görüntüleme • 3 yıl önce

Higgsfield just revolutionized the real estate industry. They just handed anyone with a laptop the keys. Analyze the listing, build the 3D tour, spin up the site, make the photos actually sell the place, then pitch the owner and move to the next one. This is what MCP-powered tools look like when they stop being demos and start being income streams. Disclaimer: This content was produced in collaboration with the other party and is intended for informational purposes only. It does not constitute financial or investment advice. Always conduct your own research before making any financial decisions.
0:15

Higgsfield just revolutionized the real estate industry. They just handed anyone with a laptop the keys. Analyze the listing, build the 3D tour, spin up the site, make the photos actually sell the place, then pitch the owner and move to the next one. This is what MCP-powered tools look like when they stop being demos and start being income streams. Disclaimer: This content was produced in collaboration with the other party and is intended for informational purposes only. It does not constitute financial or investment advice. Always conduct your own research before making any financial decisions.

0xMarioNawfal

48,637 görüntüleme • 2 ay önce

Straight up Criminal... Let's stop playing games, shall we! Our skies are being relentlessly geoengineered, our governments fund it, yet deny it's happening? I think the cat's out of the bag and not going back in.. So it should be interesting to see how they try and spin this!!
0:13

Straight up Criminal... Let's stop playing games, shall we! Our skies are being relentlessly geoengineered, our governments fund it, yet deny it's happening? I think the cat's out of the bag and not going back in.. So it should be interesting to see how they try and spin this!!

nogps

10,798 görüntüleme • 1 ay önce

3,005 Ceasefire Violations, 91 Killed Since FAKE Ceasefire Began Today alone they did a TRIPLE TAP strike on al-Rimal, a densely populated neighborhood, the night before Eid al-Adha. They hit the area, waited for rescuers and civilians to move in toward the wounded, then struck the SAME location again. The agreement was never a pause in the war. It was to get people to STOP WATCHING.
0:17

3,005 Ceasefire Violations, 91 Killed Since FAKE Ceasefire Began Today alone they did a TRIPLE TAP strike on al-Rimal, a densely populated neighborhood, the night before Eid al-Adha. They hit the area, waited for rescuers and civilians to move in toward the wounded, then struck the SAME location again. The agreement was never a pause in the war. It was to get people to STOP WATCHING.

Ryan Rozbiani

18,176 görüntüleme • 2 ay önce

Generative 3d environments just became a thing with the announcement of OpenAI's new video model, Sora. Michael Rublof from took one of those videos, and turned it into a NeRF using Colmap and Nerfstudio. While people are laughing at the topology of generated models, the world is changing around us, and that's exciting and a little scary, but we'll find a way to turn Gen Ai into creative superpowers. I believe in human creativity, in our ability to surprise, to move, to change and to challenge. Here's to the future! #ai #art
0:14

Generative 3d environments just became a thing with the announcement of OpenAI's new video model, Sora. Michael Rublof from took one of those videos, and turned it into a NeRF using Colmap and Nerfstudio. While people are laughing at the topology of generated models, the world is changing around us, and that's exciting and a little scary, but we'll find a way to turn Gen Ai into creative superpowers. I believe in human creativity, in our ability to surprise, to move, to change and to challenge. Here's to the future! #ai #art

Martin Nebelong

288,988 görüntüleme • 2 yıl önce

We don’t GAF! Me and my straight brothers flexible and go to the gym they would never post no shit like this for no reason…. Hell my gay ass wouldn’t even do that… if we see gay we gon say gay and they gays gon come! You really SHOULDNT care but since you do maybe stop doing gay suspect shit..
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We don’t GAF! Me and my straight brothers flexible and go to the gym they would never post no shit like this for no reason…. Hell my gay ass wouldn’t even do that… if we see gay we gon say gay and they gays gon come! You really SHOULDNT care but since you do maybe stop doing gay suspect shit..

Niggas be Gay.

12,612 görüntüleme • 8 ay önce

⚠️ THE WEIRDEST PART OF THIS ROBOT DEMO? NOBODY SEEMS SURPRISED ANYMORE! Humanoid robots are moving through a crowded public space while people walk around them like they're just another part of the environment. There’s no empty laboratory, no isolated testing area and no perfect path marked on the floor — just machines and humans sharing the same space. That makes this feel less like a robot demonstration and more like a preview of everyday life. Getting one humanoid to walk is one problem. Getting several machines to move safely around unpredictable people is another, because humans constantly stop, turn, cross paths and change direction without warning. Every movement requires the robots to perceive what is happening around them, maintain balance and continuously adjust their path. That's the shift worth paying attention to. The milestone isn't simply that robots can walk among humans — it's that we're starting to see environments where they can actually belong. Once that becomes reliable enough for shopping centers, airports, factories and offices, the question stops being whether humanoids can enter our world. It becomes what we're going to ask them to do once they're here.
0:12

⚠️ THE WEIRDEST PART OF THIS ROBOT DEMO? NOBODY SEEMS SURPRISED ANYMORE! Humanoid robots are moving through a crowded public space while people walk around them like they're just another part of the environment. There’s no empty laboratory, no isolated testing area and no perfect path marked on the floor — just machines and humans sharing the same space. That makes this feel less like a robot demonstration and more like a preview of everyday life. Getting one humanoid to walk is one problem. Getting several machines to move safely around unpredictable people is another, because humans constantly stop, turn, cross paths and change direction without warning. Every movement requires the robots to perceive what is happening around them, maintain balance and continuously adjust their path. That's the shift worth paying attention to. The milestone isn't simply that robots can walk among humans — it's that we're starting to see environments where they can actually belong. Once that becomes reliable enough for shopping centers, airports, factories and offices, the question stops being whether humanoids can enter our world. It becomes what we're going to ask them to do once they're here.

Future Memo

31,022 görüntüleme • 10 gün önce

Robots now take crypto payments before they move a muscle Fabric Foundation (Fabric Foundation) has wired its RoboPay rail into physical hardware for the first time, demoing x402 payment verification on three platforms: Deep Robotics' M20 Pro quadruped, the AGIBot X2 humanoid, and a DOBOT CR5V robotic arm. A $USDC payment clears, RoboPay authorizes a bounded task, and the machine executes, from patrol runs to pick-and-place. The demo ran on Base's Sepolia testnet. With x402 already moving payments between AI agents, hardware integrations like these sketch out where the machine economy goes next: robots as paid, verifiable service providers.
0:14

Robots now take crypto payments before they move a muscle Fabric Foundation (Fabric Foundation) has wired its RoboPay rail into physical hardware for the first time, demoing x402 payment verification on three platforms: Deep Robotics' M20 Pro quadruped, the AGIBot X2 humanoid, and a DOBOT CR5V robotic arm. A $USDC payment clears, RoboPay authorizes a bounded task, and the machine executes, from patrol runs to pick-and-place. The demo ran on Base's Sepolia testnet. With x402 already moving payments between AI agents, hardware integrations like these sketch out where the machine economy goes next: robots as paid, verifiable service providers.

BSCN

24,962 görüntüleme • 21 gün önce