Chestnut Robotics

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Chestnut Robotics

Chestnut Robotics

@ChestnutRobotic

Truly dexterous manipulation

Santa Clara Katılım Eylül 2025
18 Takip Edilen1.1K Takipçiler
Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
High-quality dexterous robot data is expensive to scale. That is the bottleneck we are focused on at Chestnut Robotics. As our co-founder and CTO @JoeDong233873 puts it, our approach is to convert human dexterous manipulation data into robot-quality data, starting from structured industrial environments where robots can create real value first.
Joe Dong@JoeDong233873

Inspired by Generalist AI’s new piece: Robot learning should be more goal-driven, not model-driven. World models and VLAs both matter. But today’s biggest bottleneck is still data — especially for dexterous manipulation. The winner in robotics may not just have a better model. It may have a better data engine. open.substack.com/pub/joedong42/…

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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
Finger tutting looks easy until you try to engineer it. Every finger moves on its own axis. Every joint hits the beat. The palm holds steady through all of it. So we built a hand that could. Built to work. Also built to dance.
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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
Dexterous hands work great in controlled settings. We wanted to know what happens when the environment fights back. So we let a toddler loose in the living room, then gave the Aero Hand Open one instruction: "put the toys back in the bin." Fully autonomous from there. VLA model perceives the scene, plans each grasp in real time, adapts finger trajectories to objects it has never trained on. Stuffed animals, toy trucks, rattles, all soft and irregular, scattered randomly across a play mat. No fixtures. No staging. Just a real room, real mess, real manipulation. Fully open source. #robotics #embodiedAI #opensource
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Evan Tao
Evan Tao@Evan_Tao_T·
Sunday just raised $165M 🤖 This validates UMI-based in-the-wild data collection as THE winning strategy for robot manipulation. But picking up objects is just the beginning. Next frontier: dexterous manipulation → In-hand reorientation (rotating a pen, unscrewing a cap) → Tool use designed for human ergonomics (scissors, screwdrivers, knives) → Contact-rich bimanual coordination (tying knots, opening jars) The hard part isn't the model architecture — it's capturing rich hand demonstration data at scale. Whoever builds the best glove + multi-fingered hand capture pipeline wins. Same UMI playbook. Much harder input space. 🦾 #robotics #dexteroushand #humanoid
Sunday@sundayrobotics

We just raised $165M to end robotics demos and deploy the world's first autonomous home robots into households this year.

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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
We have some exciting news to share! 🚀 Today, TetherIA is officially rebranding to Chestnut Robotics. 🌰🤖 As our focus on advanced robotics has grown, we realized we needed an identity that truly reflects our vision for the future—sturdy, grounded, and innovative. Same dedicated team. Same core mission. Brand new look. Welcome to the next chapter. Let us know what you think of our new logo below! 👇 #ChestnutRobotics #Rebrand #Robotics
Chestnut Robotics tweet media
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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
1,000+ units shipped. Zero marketing spend. Aero Hand Open is proving that in robotics, product speaks louder than ads. Every hand you see here found its way to a lab, a factory, or a research team — purely by word of mouth. This is just the beginning. #DexterousHand #Robotics
Chestnut Robotics tweet mediaChestnut Robotics tweet media
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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
We spilled grapes and blueberries all over the desk… so the robotic hand had to clean it up 🍇🫐🤖 Small, slippery objects are a real dexterity challenge — but the tendon-driven hand picks them up one by one under webcam-based teleoperation. What should we try next? Drop your ideas 👇 💻 GitHub: tetheria.github.io/aero-hand-open/ 🧩 CAD: cad.onshape.com/documents/afc7… 🔗 Shop: shop.tetheria.ai #robotics #dexteroushand #manipulation #teleoperation #AI #embodiedAI #opensource #robotichand #finemanipulation #grasping
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RoboChallenge
RoboChallenge@RoboChallengeAI·
🚀 Big news! We just received two Aero Open Hands from @TetherIA_ai ! 🤖👐 Get ready—new hand-based benchmarks are coming soon to RoboChallenge. Can't wait to put these to the test! Stay tuned. 👀
RoboChallenge tweet media
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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
@RBullotta it does have force sensors! our next product aero hand plus will have the touch sensors as well!
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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
Pick-and-place teleoperation — cleaning up a messy desk, one object at a time 🤖🧹 Small items, large items, precise placement into a box. Our tendon-driven robotic hand adapts to different shapes with stable grasps and smooth release. What should we organize next? Drop your ideas 👇 💻 GitHub: tetheria.github.io/aero-hand-open/ 🧩 CAD: cad.onshape.com/documents/afc7… 🔗 Shop: shop.tetheria.ai #robotics #AI #opensource #teleoperation #dexteroushand #manipulation #embodiedAI
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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
We ran a grasp endurance test on our open source dexterous hand 🦆🤖 This clip shows the first 10,000 cycles from a 72-hour test (250×). Throughout the run, the system stayed stable with no mechanical failures. The motor’s thermal protection triggered twice — a normal safeguard that automatically recovers and keeps the test going. 🧩 CAD (Onshape): cad.onshape.com/documents/afc7… 💻 GitHub: tetheria.github.io/aero-hand-open/ 🔗 Shop: shop.tetheria.ai #robotics #AI #opensource #hardware #enduranceTest #dexteroushand
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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
We built a high-fidelity, cable-driven robotic hand in MuJoCo — accurately reproducing the full internal tendon system 🤖🧩 It’s now officially part of the MuJoCo Menagerie. On top of it, we developed a zero-shot RL training & real-world deployment pipeline based on MuJoCo Playground. Here’s a demo of Z-axis rotation, powered by tendon actuation ⚙️👇 💻 GitHub: tetheria.github.io/aero-hand-open/ 🔗 Learn more: shop.tetheria.ai #robotics #AI #reinforcementlearning #mujoco #opensource #sim2real #dexteroushand
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Chestnut Robotics
Chestnut Robotics@ChestnutRobotic·
An extended version of our previous teleoperation demo 👀🤖 Real-time webcam-based teleoperation — running on a single regular laptop 💻📷🤖 Our open-source robotic hand now shows finer thumb control and natural finger contact. No gloves. No special hardware. Just vision, precision, and open-source dexterity. 💻 GitHub: tetheria.github.io/aero-hand-open/ 🔗 Shop: shop.tetheria.ai #robotics #AI #opensource #teleoperation #webcam #handtracking #embodiedAI
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