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🤖 EAI, solving real-world problems, 🧠shaping a civilization of human-machine symbiotic productivity. EAI Robot & Vehicle +” FF Embodied AI Robotics Product Final Launch and FF Par Recruitment Conference Feb 4 | 3:30 PM Pacific Time See you live. Faraday Future

YT Jia 贾跃亭

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13,515 views • 5 months ago •via X (Twitter)

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Hello world Meet FF EAI Robotics 🤖 - Futurist, Master & Aegis Embodied AI, built to solve real-world problems—and create real value. 具身智能解题真实世界，创造真实价值！

Hello world Meet FF EAI Robotics 🤖 - Futurist, Master & Aegis Embodied AI, built to solve real-world problems—and create real value. 具身智能解题真实世界，创造真实价值！

YT Jia 贾跃亭

1,081,859 views • 5 months ago

Dual Public Company Structure Weekly Update 040 FF secures a USD 10 million AIxC-backed equity investment to accelerate FX Super One and FF EAI Robotics mass production, sales, and scaled deliveries, with the first three EAI robots launching on February 4. ① FF will issue USD 10 million in Class A common stock to an AIxC-designated third party at the latest closing price, in a pure equity financing with no discount, no convertibles, and no derivatives. ② On February 4, FF will host its “EAI Human–Vehicle+” Embodied AI Robotics Final Launch & FX Par Summit in Las Vegas, unveiling three EAI robot products, its Three-in-One ecosystem strategy, the 6-3-3 application framework, and the industry’s Four Future Trends via a global livestream. ③ The Hanford plant continues FX Super One production and roll-off to support compliance and market activities, while manufacturing optimization and EAI robotics production readiness advance in parallel to prepare for scaled deliveries. ④ AIxC has executed a USD 10 million stock purchase agreement with FF through its designated institution and will advance the digital assetization of FF equity assets subject to regulatory compliance. $FFAI $AIXC Faraday Future AIxC Official

Dual Public Company Structure Weekly Update 040 FF secures a USD 10 million AIxC-backed equity investment to accelerate FX Super One and FF EAI Robotics mass production, sales, and scaled deliveries, with the first three EAI robots launching on February 4. ① FF will issue USD 10 million in Class A common stock to an AIxC-designated third party at the latest closing price, in a pure equity financing with no discount, no convertibles, and no derivatives. ② On February 4, FF will host its “EAI Human–Vehicle+” Embodied AI Robotics Final Launch & FX Par Summit in Las Vegas, unveiling three EAI robot products, its Three-in-One ecosystem strategy, the 6-3-3 application framework, and the industry’s Four Future Trends via a global livestream. ③ The Hanford plant continues FX Super One production and roll-off to support compliance and market activities, while manufacturing optimization and EAI robotics production readiness advance in parallel to prepare for scaled deliveries. ④ AIxC has executed a USD 10 million stock purchase agreement with FF through its designated institution and will advance the digital assetization of FF equity assets subject to regulatory compliance. $FFAI $AIXC Faraday Future AIxC Official

YT Jia 贾跃亭

13,658 views • 5 months ago

Co-CEO Weekly Update 045 FF continues expanding the real-world deployment of its EAI Robotics ecosystem with new deliveries and scenario expansion. ① FF completed delivery of the Master robot and pilot delivery of the Aegis robot to Texas-based NS Federation, expanding real-world EAI Robotics deployment. ② The delivery introduces two new “Robot + Vehicle +” application scenarios: education and performance, backed by real market demand. ③ In “Robot & Vehicle + Education,” EAI robots support robotics training, research assistance, data collection, and hands-on AI education across schools, labs, and research institutions. ④ In “Robot & Vehicle + Performance,” robots serve as interactive performers for events, competitions, and entertainment environments—unlocking new consumer and light commercial markets. ⑤ On the EAI EV side, FF leadership held discussions in Washington, D.C. with the U.S. Department of Transportation and Department of Commerce on tariff policy, industry development, and technology innovation. #FFAI #AIXC #Robotics #FaradayFuture

Co-CEO Weekly Update 045 FF continues expanding the real-world deployment of its EAI Robotics ecosystem with new deliveries and scenario expansion. ① FF completed delivery of the Master robot and pilot delivery of the Aegis robot to Texas-based NS Federation, expanding real-world EAI Robotics deployment. ② The delivery introduces two new “Robot + Vehicle +” application scenarios: education and performance, backed by real market demand. ③ In “Robot & Vehicle + Education,” EAI robots support robotics training, research assistance, data collection, and hands-on AI education across schools, labs, and research institutions. ④ In “Robot & Vehicle + Performance,” robots serve as interactive performers for events, competitions, and entertainment environments—unlocking new consumer and light commercial markets. ⑤ On the EAI EV side, FF leadership held discussions in Washington, D.C. with the U.S. Department of Transportation and Department of Commerce on tariff policy, industry development, and technology innovation. #FFAI #AIXC #Robotics #FaradayFuture

YT Jia 贾跃亭

16,241 views • 4 months ago

My 2026 Outlook: FFAI Targets Four Major Goals, Wins Seven Critical Battles, and Drives AIxC Toward Commercialization and Profitability ① #FFAI targets four goals, wins seven critical battles, and strives to reach its market-cap targets. ② Feb 4th marks the final launch of our first EAI robots—aiming for U.S. leadership in embodied AI. ③ #AIXC accelerates commercialization to power EAI EV & Robotics delivery and ramp-up. Faraday Future Faraday X AIxC Official

My 2026 Outlook: FFAI Targets Four Major Goals, Wins Seven Critical Battles, and Drives AIxC Toward Commercialization and Profitability ① #FFAI targets four goals, wins seven critical battles, and strives to reach its market-cap targets. ② Feb 4th marks the final launch of our first EAI robots—aiming for U.S. leadership in embodied AI. ③ #AIXC accelerates commercialization to power EAI EV & Robotics delivery and ramp-up. Faraday Future Faraday X AIxC Official

YT Jia 贾跃亭

26,553 views • 6 months ago

The robot era isn't coming — it's already here. 🤖 We sat down with iJustine to break down what we unveiled at 6.16: ▸ The first-half launch of our Six-Series Full-Form FF EAI Robot World ▸ The first-half reveal of the All-New Futurist & the launch of FX Navi — available now ▸ Our EAI robot education ecosystem — with education as the first entry point for bringing embodied AI robots into C-end homes The next generation won't just use AI. They'll build it. Learn more at: #FFEAI #EmbodiedAI #Robotics #RobotEducation #FXNavi

The robot era isn't coming — it's already here. 🤖 We sat down with iJustine to break down what we unveiled at 6.16: ▸ The first-half launch of our Six-Series Full-Form FF EAI Robot World ▸ The first-half reveal of the All-New Futurist & the launch of FX Navi — available now ▸ Our EAI robot education ecosystem — with education as the first entry point for bringing embodied AI robots into C-end homes The next generation won't just use AI. They'll build it. Learn more at: #FFEAI #EmbodiedAI #Robotics #RobotEducation #FXNavi

YT Jia 贾跃亭

47,855 views • 1 month ago

🦾 From seeing to doing. We're closing the loop between video prediction and real-world action. On the final day of Robbyant Open Source Week, we bring you LingBot-VA—the world's first causal video-action world model for generalist robot control. 🔥 Key Highlights: 🤖 Predicts & Acts: A single model generates both future video and the actions to make it real. 🧠 Remembers the Past: True long-term memory for complex, sequential tasks. ⚡ Learns in a Snap: Masters new skills with just 30-50 real-world demos. The result? 📈 SOTA on RoboTwin (92.9%) and LIBERO (98.5%), +20% over π0.5 on challenging real-world long-horizon & high-precision tasks. More below 👇 #AI #Robotics #EmbodiedAI #WorldModel #OpenSource

🦾 From seeing to doing. We're closing the loop between video prediction and real-world action. On the final day of Robbyant Open Source Week, we bring you LingBot-VA—the world's first causal video-action world model for generalist robot control. 🔥 Key Highlights: 🤖 Predicts & Acts: A single model generates both future video and the actions to make it real. 🧠 Remembers the Past: True long-term memory for complex, sequential tasks. ⚡ Learns in a Snap: Masters new skills with just 30-50 real-world demos. The result? 📈 SOTA on RoboTwin (92.9%) and LIBERO (98.5%), +20% over π0.5 on challenging real-world long-horizon & high-precision tasks. More below 👇 #AI #Robotics #EmbodiedAI #WorldModel #OpenSource

Robbyant

704,157 views • 6 months ago

Sunday Robotics raised $165M to deploy their home robot Memo, but the more interesting story is how they got here. Instead of starting with a robot, they started by putting sensor-equipped gloves into real homes to capture how people actually do chores like dishes, laundry, and cleaning. That data is now what powers Memo. Here’s my conversation with Co-founder & CEO Tony Zhao. 1:34 Why does the world need Sunday? 2:07 What does Sunday get right? 2:37 Hardest part of building a home robot? 3:12 What does the future of robotics look like? 4:54 What is Memo? 5:23 Biggest misconception about robotics? 5:54 What does a successful launch look like? 6:29 $1B valuation pre-launch. How do you handle it? 8:12 What do people underestimate about Sunday? 10:34 Favorite consumer hardware product Tony Zhao Sunday

Sunday Robotics raised $165M to deploy their home robot Memo, but the more interesting story is how they got here. Instead of starting with a robot, they started by putting sensor-equipped gloves into real homes to capture how people actually do chores like dishes, laundry, and cleaning. That data is now what powers Memo. Here’s my conversation with Co-founder & CEO Tony Zhao. 1:34 Why does the world need Sunday? 2:07 What does Sunday get right? 2:37 Hardest part of building a home robot? 3:12 What does the future of robotics look like? 4:54 What is Memo? 5:23 Biggest misconception about robotics? 5:54 What does a successful launch look like? 6:29 $1B valuation pre-launch. How do you handle it? 8:12 What do people underestimate about Sunday? 10:34 Favorite consumer hardware product Tony Zhao Sunday

Ritwik Pavan

25,691 views • 3 months ago

Humanoid robots are cool. But most of them aren’t ready for real-world work. X-Humanoid just launched Embodied Tien Kung 3.0 - a full-size humanoid robot built to actually operate in industrial and commercial environments. What makes it different? • Strong, high-torque joints for heavy tasks • Can move dynamically and stay stable • Handles complex motions (even over obstacles) • Millimeter-level precision for detailed work It runs on the Wise KaiWu AI platform, which allows the robot to see, think, and act in a continuous loop with less human control and support for multi-robot collaboration. It also supports ROS2, MQTT, and TCP/IP, and offers more open hardware + software interfaces to make development easier for teams. The goal is simple: make humanoid robots practical, easier to build on, and ready for real-world use. Visit: Check out the official launch video below to see what it can do! 👇 #Robotics #HumanoidRobot #AI

Humanoid robots are cool. But most of them aren’t ready for real-world work. X-Humanoid just launched Embodied Tien Kung 3.0 - a full-size humanoid robot built to actually operate in industrial and commercial environments. What makes it different? • Strong, high-torque joints for heavy tasks • Can move dynamically and stay stable • Handles complex motions (even over obstacles) • Millimeter-level precision for detailed work It runs on the Wise KaiWu AI platform, which allows the robot to see, think, and act in a continuous loop with less human control and support for multi-robot collaboration. It also supports ROS2, MQTT, and TCP/IP, and offers more open hardware + software interfaces to make development easier for teams. The goal is simple: make humanoid robots practical, easier to build on, and ready for real-world use. Visit: Check out the official launch video below to see what it can do! 👇 #Robotics #HumanoidRobot #AI

Chidanand Tripathi

69,604 views • 5 months ago

New Episode: Carolina Parada leads the robotics team at Google DeepMind. Carolina believes in a future with a broad, rich ecosystem of diverse robot types, where AI is smart enough to embody any robot. We discuss her journey, advancements in Gemini Robotics 1.5, cross-embodiment transfer, RL versus imitation, humanoids, world models, scaling laws, societal concerns, and more. 1:17 Introduction 1:38 Career journey and inspirations 3:50 Reaction to the 2022 ChatGPT launch 4:53 Google DeepMind's robotics mission 9:13 Key upgrades in Gemini Robotics 1.5 14:06 Agentic system's web usage 15:33 Robotics data-gathering methods 16:57 VLA vs. reasoning model training differences 18:22 Convergence of action and reasoning models 19:35 Cross-embodiment transfer 22:34 Learning directly from humans 24:20 Generalization challenges 27:01 Imitation versus reinforcement learning 28:51 Use of world models in robotics 30:31 Applications and testing of Gemini Robotics 1.5 33:04 Do humanoids deserve special focus? 35:06 Home humanoids timeline & limiting factors 37:19 Scaling laws in robotics versus self-driving 38:46 Value of learning classical robotics approaches 40:38 Ethical issues and societal impact

New Episode: Carolina Parada leads the robotics team at Google DeepMind. Carolina believes in a future with a broad, rich ecosystem of diverse robot types, where AI is smart enough to embody any robot. We discuss her journey, advancements in Gemini Robotics 1.5, cross-embodiment transfer, RL versus imitation, humanoids, world models, scaling laws, societal concerns, and more. 1:17 Introduction 1:38 Career journey and inspirations 3:50 Reaction to the 2022 ChatGPT launch 4:53 Google DeepMind's robotics mission 9:13 Key upgrades in Gemini Robotics 1.5 14:06 Agentic system's web usage 15:33 Robotics data-gathering methods 16:57 VLA vs. reasoning model training differences 18:22 Convergence of action and reasoning models 19:35 Cross-embodiment transfer 22:34 Learning directly from humans 24:20 Generalization challenges 27:01 Imitation versus reinforcement learning 28:51 Use of world models in robotics 30:31 Applications and testing of Gemini Robotics 1.5 33:04 Do humanoids deserve special focus? 35:06 Home humanoids timeline & limiting factors 37:19 Scaling laws in robotics versus self-driving 38:46 Value of learning classical robotics approaches 40:38 Ethical issues and societal impact

The Humanoid Hub

71,481 views • 9 months ago

First time ever we combined the Seeed Studio ReBot with the Unitree Robotics Go2! 🤖🐕 The future of Physical AI isn’t just about moving; it’s about interaction. By mounting the ReBot arm onto the Unitree Go2, we’ve created a mobile manipulator that moves beyond simple locomotion into true household utility. What can this combo do? 1. Utility: Grab a drink from the fridge and bring it to you. 2. Maintenance: Identify and pick up trash around the house autonomously. 3. Care: Assist the elderly and children in navigating home environments safely. We are moving past "cool robot dog demos" and into the era of functional, embodied intelligence that solves real-world problems. Join the Movement This build is officially part of our Solo Seven challenge, our global mission to activate the world’s most talented builders across seven cities. We’re kicking things off by bringing this hardware to the BETA Berkeley Hackathon. Come get hands-on access, see the "fridge-run" in person, and help us define the next chapter of SoloTech 📍 Where: Frontier Tower 🗓️ When: This Sunday, April 26th Luma: See you there! 🚀 #SoloSeven #PhysicalAI #Robotics #UnitreeGo2 #SeeedStudio #SoloTech #BETA #Innovation

First time ever we combined the Seeed Studio ReBot with the Unitree Robotics Go2! 🤖🐕 The future of Physical AI isn’t just about moving; it’s about interaction. By mounting the ReBot arm onto the Unitree Go2, we’ve created a mobile manipulator that moves beyond simple locomotion into true household utility. What can this combo do? 1. Utility: Grab a drink from the fridge and bring it to you. 2. Maintenance: Identify and pick up trash around the house autonomously. 3. Care: Assist the elderly and children in navigating home environments safely. We are moving past "cool robot dog demos" and into the era of functional, embodied intelligence that solves real-world problems. Join the Movement This build is officially part of our Solo Seven challenge, our global mission to activate the world’s most talented builders across seven cities. We’re kicking things off by bringing this hardware to the BETA Berkeley Hackathon. Come get hands-on access, see the "fridge-run" in person, and help us define the next chapter of SoloTech 📍 Where: Frontier Tower 🗓️ When: This Sunday, April 26th Luma: See you there! 🚀 #SoloSeven #PhysicalAI #Robotics #UnitreeGo2 #SeeedStudio #SoloTech #BETA #Innovation

Dhruv Diddi

20,709 views • 3 months ago

The hardest problems in AI aren't research problems anymore. They're deployment problems. It’s how we actually deliver real value, today, to build the future people want. That’s why, after 20 years in AI, my next step was inevitable: make robots do useful work for and alongside people, right now. Today, I am delighted to announce the launch of Walden Robotics to tackle just that. We started this year and are coming out of stealth today with a $300M seed round backed by some of the most serious companies and investors in the world. They have seen firsthand our general-purpose robots being useful in production on day one, and getting better every day after. You can see a glimpse of what we've been building in the video below. Physical AI has gone through a rapid phase transition, in part thanks to pioneering research from my friends and co-founders Russ Tedrake , Ben Burchfiel , Siyuan Feng, Rareș Ambruș , and many others at Walden. But from our long experience working together with co-founders Kerri Fetzer-Borelli and Dave Johnson, we learned how hard it is to deploy cutting-edge AI in a real, live, incredibly sophisticated production environment with an intricate ballet of automation and human ingenuity. That’s why we deliberately created Walden Robotics as a full-stack, human-centric, customer-focused robotics company from the start: we seeded the company with a world-class team across hardware, software, AI, deployment, operations, product, and business talent, so we could continuously optimize our whole system end-to-end, deeply and purposefully, from real-world experience with real customers. The efficacy of this strategy speaks for itself: since February, our general-purpose robots have been doing useful work in production at a Toyota plant in North America, moving from first pilot to real work in under two months. Not a lab. Not a demo. Not a future promise. Real work on a real line, today, at one of the best large-scale manufacturers in the world, with general-purpose robots that get better every day. And this is just the beginning. Two ways to find us: If you run a manufacturing or logistics business and want robots that are widely useful now, not someday, let's talk. We own “ for a reason! And if you want to build them: we're hiring across the company, from software, to hardware, AI, ops, product, business, and more. In particular, as the Chief Strategy Officer at Walden, I am recruiting for three incredibly impactful founding roles to fuel our agent-native go-to-market engine. Check out Let’s build together!

The hardest problems in AI aren't research problems anymore. They're deployment problems. It’s how we actually deliver real value, today, to build the future people want. That’s why, after 20 years in AI, my next step was inevitable: make robots do useful work for and alongside people, right now. Today, I am delighted to announce the launch of Walden Robotics to tackle just that. We started this year and are coming out of stealth today with a $300M seed round backed by some of the most serious companies and investors in the world. They have seen firsthand our general-purpose robots being useful in production on day one, and getting better every day after. You can see a glimpse of what we've been building in the video below. Physical AI has gone through a rapid phase transition, in part thanks to pioneering research from my friends and co-founders Russ Tedrake , Ben Burchfiel , Siyuan Feng, Rareș Ambruș , and many others at Walden. But from our long experience working together with co-founders Kerri Fetzer-Borelli and Dave Johnson, we learned how hard it is to deploy cutting-edge AI in a real, live, incredibly sophisticated production environment with an intricate ballet of automation and human ingenuity. That’s why we deliberately created Walden Robotics as a full-stack, human-centric, customer-focused robotics company from the start: we seeded the company with a world-class team across hardware, software, AI, deployment, operations, product, and business talent, so we could continuously optimize our whole system end-to-end, deeply and purposefully, from real-world experience with real customers. The efficacy of this strategy speaks for itself: since February, our general-purpose robots have been doing useful work in production at a Toyota plant in North America, moving from first pilot to real work in under two months. Not a lab. Not a demo. Not a future promise. Real work on a real line, today, at one of the best large-scale manufacturers in the world, with general-purpose robots that get better every day. And this is just the beginning. Two ways to find us: If you run a manufacturing or logistics business and want robots that are widely useful now, not someday, let's talk. We own “ for a reason! And if you want to build them: we're hiring across the company, from software, to hardware, AI, ops, product, business, and more. In particular, as the Chief Strategy Officer at Walden, I am recruiting for three incredibly impactful founding roles to fuel our agent-native go-to-market engine. Check out Let’s build together!

Adrien Gaidon

63,571 views • 15 days ago

Today I realized something absolutely with BitRobot Network You dont need to own a robot… to actually control one I was just sitting at my laptop and somehow I was moving a real robotic arm in real time At first I thought it would feel like a video game It didnt Theres a completely different feeling when you know this is happening in the real world not just on a screen Every movement matters. Every action generates data And then it hit me… This is how AI is learning to interact with the real world Not from code alone but from people like us Platforms like BitRobot are opening this to everyone No setup No cost No experience Just curiosity and the internet Someone sitting at home can now help train the next generation of robotics. The future isnt coming its happening right now. If you could control a robot right now what would you try first? 🤖👇

Today I realized something absolutely with BitRobot Network You dont need to own a robot… to actually control one I was just sitting at my laptop and somehow I was moving a real robotic arm in real time At first I thought it would feel like a video game It didnt Theres a completely different feeling when you know this is happening in the real world not just on a screen Every movement matters. Every action generates data And then it hit me… This is how AI is learning to interact with the real world Not from code alone but from people like us Platforms like BitRobot are opening this to everyone No setup No cost No experience Just curiosity and the internet Someone sitting at home can now help train the next generation of robotics. The future isnt coming its happening right now. If you could control a robot right now what would you try first? 🤖👇

RAJU

40,141 views • 3 months ago

ELON: I’M SPENDING MANY BRAIN CYCLES ON SCALING OPTIMUS PRODUCTION “We're finalizing the design of Optimus version 3. That really is going to be a very remarkable robot. It will have essentially the manual dexterity of a human, meaning a very complex hand, an AI mind that can navigate and comprehend reality, and it will be made in very high volume. If you see any other robotics company, they're missing those three things. Those are the three really hard things. I spend actually at this point more of my mental cycles than anything else, any other single thing, on Optimus. That's solving for real-world AI. There is no supply chain that exists for humanoid robots, so we have to recreate it from scratch, which requires doing a lot of vertical integration.” Source: Interview at the All-In Summit, September 10, 2025

ELON: I’M SPENDING MANY BRAIN CYCLES ON SCALING OPTIMUS PRODUCTION “We're finalizing the design of Optimus version 3. That really is going to be a very remarkable robot. It will have essentially the manual dexterity of a human, meaning a very complex hand, an AI mind that can navigate and comprehend reality, and it will be made in very high volume. If you see any other robotics company, they're missing those three things. Those are the three really hard things. I spend actually at this point more of my mental cycles than anything else, any other single thing, on Optimus. That's solving for real-world AI. There is no supply chain that exists for humanoid robots, so we have to recreate it from scratch, which requires doing a lot of vertical integration.” Source: Interview at the All-In Summit, September 10, 2025

Mario Nawfal

1,534,607 views • 10 months ago

Announcing DreamDojo: our open-source, interactive world model that takes robot motor controls and generates the future in pixels. No engine, no meshes, no hand-authored dynamics. It's Simulation 2.0. Time for robotics to take the bitter lesson pill. Real-world robot learning is bottlenecked by time, wear, safety, and resets. If we want Physical AI to move at pretraining speed, we need a simulator that adapts to pretraining scale with as little human engineering as possible. Our key insights: (1) human egocentric videos are a scalable source of first-person physics; (2) latent actions make them "robot-readable" across different hardware; (3) real-time inference unlocks live teleop, policy eval, and test-time planning *inside* a dream. We pre-train on 44K hours of human videos: cheap, abundant, and collected with zero robot-in-the-loop. Humans have already explored the combinatorics: we grasp, pour, fold, assemble, fail, retry—across cluttered scenes, shifting viewpoints, changing light, and hour-long task chains—at a scale no robot fleet could match. The missing piece: these videos have no action labels. So we introduce latent actions: a unified representation inferred directly from videos that captures "what changed between world states" without knowing the underlying hardware. This lets us train on any first-person video as if it came with motor commands attached. As a result, DreamDojo generalizes zero-shot to objects and environments never seen in any robot training set, because humans saw them first. Next, we post-train onto each robot to fit its specific hardware. Think of it as separating "how the world looks and behaves" from "how this particular robot actuates." The base model follows the general physical rules, then "snaps onto" the robot's unique mechanics. It's kind of like loading a new character and scene assets into Unreal Engine, but done through gradient descent and generalizes far beyond the post-training dataset. A world simulator is only useful if it runs fast enough to close the loop. We train a real-time version of DreamDojo that runs at 10 FPS, stable for over a minute of continuous rollout. This unlocks exciting possibilities: - Live teleoperation *inside* a dream. Connect a VR controller, stream actions into DreamDojo, and teleop a virtual robot in real time. We demo this on Unitree G1 with a PICO headset and one RTX 5090. - Policy evaluation. You can benchmark a policy checkpoint in DreamDojo instead of the real world. The simulated success rates strongly correlate with real-world results - accurate enough to rank checkpoints without burning a single motor. - Model-based planning. Sample multiple action proposals → simulate them all in parallel → pick the best future. Gains +17% real-world success out of the box on a fruit packing task. We open-source everything!! Weights, code, post-training dataset, eval set, and whitepaper with tons of details to reproduce. DreamDojo is based on NVIDIA Cosmos, which is open-weight too. 2026 is the year of World Models for physical AI. We want you to build with us. Happy scaling! Links in thread:

Announcing DreamDojo: our open-source, interactive world model that takes robot motor controls and generates the future in pixels. No engine, no meshes, no hand-authored dynamics. It's Simulation 2.0. Time for robotics to take the bitter lesson pill. Real-world robot learning is bottlenecked by time, wear, safety, and resets. If we want Physical AI to move at pretraining speed, we need a simulator that adapts to pretraining scale with as little human engineering as possible. Our key insights: (1) human egocentric videos are a scalable source of first-person physics; (2) latent actions make them "robot-readable" across different hardware; (3) real-time inference unlocks live teleop, policy eval, and test-time planning inside a dream. We pre-train on 44K hours of human videos: cheap, abundant, and collected with zero robot-in-the-loop. Humans have already explored the combinatorics: we grasp, pour, fold, assemble, fail, retry—across cluttered scenes, shifting viewpoints, changing light, and hour-long task chains—at a scale no robot fleet could match. The missing piece: these videos have no action labels. So we introduce latent actions: a unified representation inferred directly from videos that captures "what changed between world states" without knowing the underlying hardware. This lets us train on any first-person video as if it came with motor commands attached. As a result, DreamDojo generalizes zero-shot to objects and environments never seen in any robot training set, because humans saw them first. Next, we post-train onto each robot to fit its specific hardware. Think of it as separating "how the world looks and behaves" from "how this particular robot actuates." The base model follows the general physical rules, then "snaps onto" the robot's unique mechanics. It's kind of like loading a new character and scene assets into Unreal Engine, but done through gradient descent and generalizes far beyond the post-training dataset. A world simulator is only useful if it runs fast enough to close the loop. We train a real-time version of DreamDojo that runs at 10 FPS, stable for over a minute of continuous rollout. This unlocks exciting possibilities: - Live teleoperation inside a dream. Connect a VR controller, stream actions into DreamDojo, and teleop a virtual robot in real time. We demo this on Unitree G1 with a PICO headset and one RTX 5090. - Policy evaluation. You can benchmark a policy checkpoint in DreamDojo instead of the real world. The simulated success rates strongly correlate with real-world results - accurate enough to rank checkpoints without burning a single motor. - Model-based planning. Sample multiple action proposals → simulate them all in parallel → pick the best future. Gains +17% real-world success out of the box on a fruit packing task. We open-source everything!! Weights, code, post-training dataset, eval set, and whitepaper with tons of details to reproduce. DreamDojo is based on NVIDIA Cosmos, which is open-weight too. 2026 is the year of World Models for physical AI. We want you to build with us. Happy scaling! Links in thread:

Jim Fan

226,089 views • 5 months ago

Get ready for the week of Web3 Celebration with XDC Network in Dubai, packed with enlightening events tailored for enthusiasts, developers, and professionals in the blockchain and web3 space. Habibi Welcome to Dubai! XDC Network is a silver sponsor at the Token 2049 in Dubai! XDC Network, as a silver sponsor at TOKEN2049 , invites you to explore the forefront of blockchain innovation. Join XDC Network at this premier event to explore cutting-edge blockchain innovations and connect with industry leaders. 📅 Event Dates: April 18-19, 2024 📍 Location: Madinat Jumeirah, Dubai, UAE 📌 Visit Us: Booth No. M41 🔗Website: XDC Network is a Premier sponsor at the ETH Dubai! As a Premier sponsor at ETHDubai , XDC Network invite devs to build on XDC Network and join tech forum for any query, also use our dev-friendly AI, Join XDC Network at ETHDubai Dev Conf & hackathon 📅 Event Dates: April 20-21, 2024 📍 Location: Le Meridien Dubai Hotel & Conference Centre, Dubai, UAE 📌 Visit Us: Booth No. 1 🔗Website: The list of Events held at XDC Dev Center Dubai: 📍 Location: S2308, Emirates Financial Towers, DIFC, Dubai, UAE Blockdaemon & XDC Network Masterclass in Dubai Join Blockdaemon 😈 , #XDCNetwork, Crypto Oasis , and Prime Numbers Labs at the exclusive masterclass to learn about blockchain technology and connect with a vibrant community. 📅 Event Dates: April 15, 2024 ⌚️ Time: 2:00 PM - 5:00 PM GMT+4 🎫 Register: Future Money: Fintech, AI, and Web3 Book Launch Book launch event for "Future Money: Fintech, AI, and Web3" by the esteemed Ronit Ghose . This event is not just a celebration of groundbreaking ideas but a convergence of visionaries shaping financial technology's future. 📅 Event Dates: April 16, 2024 ⌚️ Time: 5:00 PM - 7:00 PM GMT+4 🎫 Register: LegalTech Mirage: Unraveling Web3 and AI Potential in UAE Join us for an insightful panel discussion delving into the intriguing realm of "LegalTech Mirage: Unraveling Web3 and AI Potential in UAE." In this dynamic conversation, esteemed experts will explore the transformative influence of AI and Web3 technologies on legal frameworks with Law Blocks AI ( $LBT ) . 📅 Event Dates: April 17, 2024 ⌚️ Time: 11:00 AM - 1:00 PM GMT+4 🎫 Register: RWA Opportunities in the XDC Ecosystem The XDC Network is positioning itself as a hub for innovation in Real-World Asset (RWA) tokenization. XDC Ecosystems Fathom , XDC Trade Network , @TradeFinex , Zoth , ComTech , Crypto Oasis , WeFi , TradeTogether , and Plugin (PLI) are coming together. 📅 Event Dates: April 17, 2024 ⌚️ Time: 3:00 PM - 6:00 PM GMT+4 🎫 Register: The Next Frontier of Crypto Adoption: Joining Forces with Centralized Exchanges Frame your meetup as a call to action for web3 builders to embrace centralized exchanges as strategic partners in driving mainstream adoption and accessibility for their projects with Bitrue and #XDCNetwork. 📅 Event Dates: April 18, 2024 ⌚️ Time: 3:00 PM - 6:00 PM GMT+4 🎫 Register: Women in Crypto: Empowering the Future of Blockchain In collaboration with XDC Network and CryptoFemale☂️ , we are thrilled to invite you to an inspiring side event dedicated to empowering women in the cryptocurrency and blockchain industry. 📅 Event Dates: April 19, 2024 ⌚️ Time: 3:00 PM - 6:00 PM GMT+4 🎫 Register: Bridging the Gap: Web3 Adoption for Businesses Brunch and Network - 'Bridging the Gap: Web3 Adoption for Businesses' with Web5 Nexus (Business Layer Of Web3) in association with Law Blocks AI ( $LBT ) , #XDC and QuillAudits 📅 Event Dates: April 15, 2024 ⌚️ Time: 9:00 AM - 12:00 PM GMT+4 🎫 Register: Tokenization of Real World Assets: Recent policy developments and product innovations in digital assets. Discover how blockchain technology is revolutionizing the way real-world assets are tokenized and traded, unlocking new opportunities for investors, businesses, and the global economy. This gathering brings together industry leaders and experts from regulators, institutions, XDC ecosystem partners, and prominent liquidity providers. André Casterman 🇦🇪 Saloi Naturopathic #WeAreXDC Billy Adams 📅 Event Dates: April 22, 2024 ⌚️ Time: 1:00 PM - 6:00 PM GMT+4 🎫 Register: Each event offers unique opportunities for learning, networking, and innovation, making the week an essential destination for anyone keen on the future of technology and finance. Whether you're a developer, investor, or enthusiast, there's something here for you. #ETHDubai #TOKEN2049 #Dubai #EventsinDubai #XDCNetwork

Get ready for the week of Web3 Celebration with XDC Network in Dubai, packed with enlightening events tailored for enthusiasts, developers, and professionals in the blockchain and web3 space. Habibi Welcome to Dubai! XDC Network is a silver sponsor at the Token 2049 in Dubai! XDC Network, as a silver sponsor at TOKEN2049 , invites you to explore the forefront of blockchain innovation. Join XDC Network at this premier event to explore cutting-edge blockchain innovations and connect with industry leaders. 📅 Event Dates: April 18-19, 2024 📍 Location: Madinat Jumeirah, Dubai, UAE 📌 Visit Us: Booth No. M41 🔗Website: XDC Network is a Premier sponsor at the ETH Dubai! As a Premier sponsor at ETHDubai , XDC Network invite devs to build on XDC Network and join tech forum for any query, also use our dev-friendly AI, Join XDC Network at ETHDubai Dev Conf & hackathon 📅 Event Dates: April 20-21, 2024 📍 Location: Le Meridien Dubai Hotel & Conference Centre, Dubai, UAE 📌 Visit Us: Booth No. 1 🔗Website: The list of Events held at XDC Dev Center Dubai: 📍 Location: S2308, Emirates Financial Towers, DIFC, Dubai, UAE Blockdaemon & XDC Network Masterclass in Dubai Join Blockdaemon 😈 , #XDCNetwork, Crypto Oasis , and Prime Numbers Labs at the exclusive masterclass to learn about blockchain technology and connect with a vibrant community. 📅 Event Dates: April 15, 2024 ⌚️ Time: 2:00 PM - 5:00 PM GMT+4 🎫 Register: Future Money: Fintech, AI, and Web3 Book Launch Book launch event for "Future Money: Fintech, AI, and Web3" by the esteemed Ronit Ghose . This event is not just a celebration of groundbreaking ideas but a convergence of visionaries shaping financial technology's future. 📅 Event Dates: April 16, 2024 ⌚️ Time: 5:00 PM - 7:00 PM GMT+4 🎫 Register: LegalTech Mirage: Unraveling Web3 and AI Potential in UAE Join us for an insightful panel discussion delving into the intriguing realm of "LegalTech Mirage: Unraveling Web3 and AI Potential in UAE." In this dynamic conversation, esteemed experts will explore the transformative influence of AI and Web3 technologies on legal frameworks with Law Blocks AI ( $LBT ) . 📅 Event Dates: April 17, 2024 ⌚️ Time: 11:00 AM - 1:00 PM GMT+4 🎫 Register: RWA Opportunities in the XDC Ecosystem The XDC Network is positioning itself as a hub for innovation in Real-World Asset (RWA) tokenization. XDC Ecosystems Fathom , XDC Trade Network , @TradeFinex , Zoth , ComTech , Crypto Oasis , WeFi , TradeTogether , and Plugin (PLI) are coming together. 📅 Event Dates: April 17, 2024 ⌚️ Time: 3:00 PM - 6:00 PM GMT+4 🎫 Register: The Next Frontier of Crypto Adoption: Joining Forces with Centralized Exchanges Frame your meetup as a call to action for web3 builders to embrace centralized exchanges as strategic partners in driving mainstream adoption and accessibility for their projects with Bitrue and #XDCNetwork. 📅 Event Dates: April 18, 2024 ⌚️ Time: 3:00 PM - 6:00 PM GMT+4 🎫 Register: Women in Crypto: Empowering the Future of Blockchain In collaboration with XDC Network and CryptoFemale☂️ , we are thrilled to invite you to an inspiring side event dedicated to empowering women in the cryptocurrency and blockchain industry. 📅 Event Dates: April 19, 2024 ⌚️ Time: 3:00 PM - 6:00 PM GMT+4 🎫 Register: Bridging the Gap: Web3 Adoption for Businesses Brunch and Network - 'Bridging the Gap: Web3 Adoption for Businesses' with Web5 Nexus (Business Layer Of Web3) in association with Law Blocks AI ( $LBT ) , #XDC and QuillAudits 📅 Event Dates: April 15, 2024 ⌚️ Time: 9:00 AM - 12:00 PM GMT+4 🎫 Register: Tokenization of Real World Assets: Recent policy developments and product innovations in digital assets. Discover how blockchain technology is revolutionizing the way real-world assets are tokenized and traded, unlocking new opportunities for investors, businesses, and the global economy. This gathering brings together industry leaders and experts from regulators, institutions, XDC ecosystem partners, and prominent liquidity providers. André Casterman 🇦🇪 Saloi Naturopathic #WeAreXDC Billy Adams 📅 Event Dates: April 22, 2024 ⌚️ Time: 1:00 PM - 6:00 PM GMT+4 🎫 Register: Each event offers unique opportunities for learning, networking, and innovation, making the week an essential destination for anyone keen on the future of technology and finance. Whether you're a developer, investor, or enthusiast, there's something here for you. #ETHDubai #TOKEN2049 #Dubai #EventsinDubai #XDCNetwork

XDC Network

77,307 views • 2 years ago

Why am flying to KL 🇲🇾 for CatLumpur 🐱🪐 CatLumpurr is a summit for the Jupiverse; all JUP holders, builders, contributors, partners, and users shaping what Jupiter ships next. If you care about Jupiter, this is where you show up. Have never seen a crypto conference that celebrate the end user, until I joined Jupiter, and that’s why CatLumpur matters. The conference will run from Jan 30 – Feb 2, 2026 at The Arch Galleries, Kuala Lumpur. Jan 30 kicks off with the pregames; an amazing time to touch grass with the cats. The main summit starts Jan 31 – Feb 2: ➛ Day 1: Major product updates ➛ Day 2: Jupnet ➛ Day 3: Community & partners And yes, there’s a banger after party. Tickets are basically free… Attendance is secured with a refundable 250 $JUP deposit. You get refunds after the event. On top of that, there’s a travel subsidy of up to $2,000 for 500 selected community members which will be paid on reimbursement basis. To register for the event, get in: If you use Jupiter, I’ll see you in KL 🐱🇲🇾

Why am flying to KL 🇲🇾 for CatLumpur 🐱🪐 CatLumpurr is a summit for the Jupiverse; all JUP holders, builders, contributors, partners, and users shaping what Jupiter ships next. If you care about Jupiter, this is where you show up. Have never seen a crypto conference that celebrate the end user, until I joined Jupiter, and that’s why CatLumpur matters. The conference will run from Jan 30 – Feb 2, 2026 at The Arch Galleries, Kuala Lumpur. Jan 30 kicks off with the pregames; an amazing time to touch grass with the cats. The main summit starts Jan 31 – Feb 2: ➛ Day 1: Major product updates ➛ Day 2: Jupnet ➛ Day 3: Community & partners And yes, there’s a banger after party. Tickets are basically free… Attendance is secured with a refundable 250 $JUP deposit. You get refunds after the event. On top of that, there’s a travel subsidy of up to $2,000 for 500 selected community members which will be paid on reimbursement basis. To register for the event, get in: If you use Jupiter, I’ll see you in KL 🐱🇲🇾

AJDominic (🐱,🐐)

85,032 views • 7 months ago

OPTIMUS: TESLA’S HUMANOID ROBOT IS ABOUT TO TRANSFORM LABOR & ABUNDANCE Optimus isn’t just a cool prototype—it’s Tesla’s bet on solving the biggest economic constraint of the future: physical labor shortages. Designed from the ground up as a general-purpose humanoid, Optimus will handle unsafe, repetitive, or boring tasks at scale, freeing humans for higher-value work and accelerating abundance across industries. Key impacts already in motion: •Factory deployment — Early units are performing real tasks at Tesla Gigafactories, proving reliability in chaotic, real-world environments. •Dangerous & dull jobs — Welding, heavy lifting, sorting, cleaning hazardous sites—Optimus takes the risk so people don’t have to. •24/7 productivity — No fatigue, no breaks, no unions—constant output that scales with demand. •Home & care applications — Helping the elderly, assisting with disabilities, or handling household chores—turning science fiction into everyday reality. •Economic multiplier — When humanoid robots become cheaper than human labor, costs collapse in manufacturing, logistics, agriculture, and services—unlocking massive productivity gains and lower prices for everyone. From first walking demos to factory trials, Optimus is progressing faster than most realize. It’s the physical embodiment of Tesla’s AI + robotics vision: a world where physical work is abundant, safe, and optional. Which Optimus application excites you most—factory scaling, elder care, or seeing it cook breakfast? The age of humanoid helpers is closer than you think. 🤖⚡🚀

OPTIMUS: TESLA’S HUMANOID ROBOT IS ABOUT TO TRANSFORM LABOR & ABUNDANCE Optimus isn’t just a cool prototype—it’s Tesla’s bet on solving the biggest economic constraint of the future: physical labor shortages. Designed from the ground up as a general-purpose humanoid, Optimus will handle unsafe, repetitive, or boring tasks at scale, freeing humans for higher-value work and accelerating abundance across industries. Key impacts already in motion: •Factory deployment — Early units are performing real tasks at Tesla Gigafactories, proving reliability in chaotic, real-world environments. •Dangerous & dull jobs — Welding, heavy lifting, sorting, cleaning hazardous sites—Optimus takes the risk so people don’t have to. •24/7 productivity — No fatigue, no breaks, no unions—constant output that scales with demand. •Home & care applications — Helping the elderly, assisting with disabilities, or handling household chores—turning science fiction into everyday reality. •Economic multiplier — When humanoid robots become cheaper than human labor, costs collapse in manufacturing, logistics, agriculture, and services—unlocking massive productivity gains and lower prices for everyone. From first walking demos to factory trials, Optimus is progressing faster than most realize. It’s the physical embodiment of Tesla’s AI + robotics vision: a world where physical work is abundant, safe, and optional. Which Optimus application excites you most—factory scaling, elder care, or seeing it cook breakfast? The age of humanoid helpers is closer than you think. 🤖⚡🚀

Tesla Owners Silicon Valley

45,847 views • 5 months ago

We’re live at #GEOINT2026, where earlier today on the main stage, Ronda Schrenk, President of the United States Geospatial Intelligence Foundation (USGIF), highlighted how Vantor is combining highly detailed, accurate spatial data with advanced AI to deliver agentic intelligence that empowers human analysts in new ways. Visit us at Booth #1111 to experience those capabilities firsthand through live demos, conversations with mission experts, and real-world use cases. This week, we’re looking forward to connecting with customers, partners, and the broader GEOINT community — and to joining the conversations shaping mission speed, decision advantage, and the future of spatial intelligence. Catch our featured sessions: Monday, May 4 | 2:45–3:30 p.m. MT GEOINT at the Edge: How Software Is Breaking the Tactical Bottleneck Speaker: Susanne Hake Tuesday, May 5 | 9:45–10:30 a.m. The Intelligence Inflection Point: AI, GEOINT, and Decision Security Speaker: Dan Smoot See you at Booth #1111. 📸: Vantor x Google vignette highlighting agentic geospatial intelligence — using AI agents to turn complex imagery and spatial data into faster, mission-ready insight.

We’re live at #GEOINT2026, where earlier today on the main stage, Ronda Schrenk, President of the United States Geospatial Intelligence Foundation (USGIF), highlighted how Vantor is combining highly detailed, accurate spatial data with advanced AI to deliver agentic intelligence that empowers human analysts in new ways. Visit us at Booth #1111 to experience those capabilities firsthand through live demos, conversations with mission experts, and real-world use cases. This week, we’re looking forward to connecting with customers, partners, and the broader GEOINT community — and to joining the conversations shaping mission speed, decision advantage, and the future of spatial intelligence. Catch our featured sessions: Monday, May 4 | 2:45–3:30 p.m. MT GEOINT at the Edge: How Software Is Breaking the Tactical Bottleneck Speaker: Susanne Hake Tuesday, May 5 | 9:45–10:30 a.m. The Intelligence Inflection Point: AI, GEOINT, and Decision Security Speaker: Dan Smoot See you at Booth #1111. 📸: Vantor x Google vignette highlighting agentic geospatial intelligence — using AI agents to turn complex imagery and spatial data into faster, mission-ready insight.

Vantor

10,718 views • 2 months ago

2026 is shaping up to be the biggest year yet for every single one of Elon Musk’s companies. Buckle up—humanity’s future accelerates HARD this year! 🚀🤖🧠 • Tesla: Widespread unsupervised Robotaxi fleets rolling out, Cybercab production ramping, Optimus V3 humanoid robots entering factories (and maybe homes soon). Autonomy and robotics go mainstream. • SpaceX: First uncrewed Starships launch to Mars, massive Starship flight cadence, potential blockbuster IPO. We’re literally becoming multi-planetary. • Neuralink: Shifting to high-volume brain implant production with fully automated surgeries. Restoring vision, mobility, and unlocking human potential at scale. • xAI: Pushing Grok and AI boundaries to accelerate scientific discovery—building the tools to understand the universe. • The Boring Company: Vegas Loop connects to the airport, new high-speed transit projects kicking off. Traffic becomes obsolete. • 𝕏: Evolving the everything app, empowering creators, and free speech platform for the world. Elon wasn’t kidding—this year changes everything. The future is here. What are you most excited for? 🔥

2026 is shaping up to be the biggest year yet for every single one of Elon Musk’s companies. Buckle up—humanity’s future accelerates HARD this year! 🚀🤖🧠 • Tesla: Widespread unsupervised Robotaxi fleets rolling out, Cybercab production ramping, Optimus V3 humanoid robots entering factories (and maybe homes soon). Autonomy and robotics go mainstream. • SpaceX: First uncrewed Starships launch to Mars, massive Starship flight cadence, potential blockbuster IPO. We’re literally becoming multi-planetary. • Neuralink: Shifting to high-volume brain implant production with fully automated surgeries. Restoring vision, mobility, and unlocking human potential at scale. • xAI: Pushing Grok and AI boundaries to accelerate scientific discovery—building the tools to understand the universe. • The Boring Company: Vegas Loop connects to the airport, new high-speed transit projects kicking off. Traffic becomes obsolete. • 𝕏: Evolving the everything app, empowering creators, and free speech platform for the world. Elon wasn’t kidding—this year changes everything. The future is here. What are you most excited for? 🔥

Tesla Owners Silicon Valley

88,237 views • 6 months ago