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Robots Doing Stuff is back. Ready? Robots Doing Stuff #60 | Welding Policy Repetitive, quick, and precise. Automating this manufacturing welding task with Physical AI required the successful execution of all of the above in order to achieve a consistent weld quality at production-level speed. Visit to learn more...

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Sanctuary AI

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32,886 görüntüleme • 4 ay önce •via X (Twitter)

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Akshay Bhagat profil fotoğrafı
Akshay Bhagat4 ay önce

Why do we need physical AI for welding steel in fixtures? Can't we just numerically program coordinates and adjust for drift every few thousand cycles. That's how most automotive companies have been doing it for decades now

Ferbin profil fotoğrafı
Ferbin4 ay önce

most failures aren't the welding. they're part setup. if the part sits wrong, does this adapt or just fail?

Eva Al Soofi profil fotoğrafı
Eva Al Soofi4 ay önce

👍😊

Lucas Gray-Joy profil fotoğrafı
Lucas Gray-Joy4 ay önce

I like the focus on production environments here. That's where the real learning loop gets built, especially for touch, manipulation, and sim-to-real transfer.

Arithmancy profil fotoğrafı
Arithmancy4 ay önce

Physical AI is becoming more practical with every deployment.

GarethTheDreamer profil fotoğrafı
GarethTheDreamer4 ay önce

Sim-to-real transfer on those hydraulic hands is legit! Embodied AI finally moving past the demo phase. 🤖

SEAR profil fotoğrafı
SEAR4 ay önce

Industrial welding is perfect

EgoScale profil fotoğrafı
EgoScale4 ay önce

Interesting demo. Curious how the system handles part setup variation or small fixture drift. Does it adapt in real time, or is the workspace still tightly controlled?

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Robots Doing Stuff #61 | Bimanual Nut Pick and Threading This is a real customer task: one step in a longer multi-part sequence we’re training in our labs. Threading requires precise alignment, force control, and fine manipulation. These are foundational capabilities for industrial dexterity applications that are currently inaccessible with traditional automation. We teleoperate these tasks to collect the data that trains our Physical AI. Next stop: autonomous. Visit to learn more about our Physical AI-enabled automation solutions. #Dexterity #DexterousHand #RobotHand #Robotics #RobotsDoingStuff #SanctuaryAI
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Robots Doing Stuff #61 | Bimanual Nut Pick and Threading This is a real customer task: one step in a longer multi-part sequence we’re training in our labs. Threading requires precise alignment, force control, and fine manipulation. These are foundational capabilities for industrial dexterity applications that are currently inaccessible with traditional automation. We teleoperate these tasks to collect the data that trains our Physical AI. Next stop: autonomous. Visit to learn more about our Physical AI-enabled automation solutions. #Dexterity #DexterousHand #RobotHand #Robotics #RobotsDoingStuff #SanctuaryAI

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Nearly 100 welding robots from Siasun Robot & Automation, a leading robotics firm in China's Shenyang, were deployed in a welding workshop of Geely Auto's Yiwu manufacturing plant.
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Nearly 100 welding robots from Siasun Robot & Automation, a leading robotics firm in China's Shenyang, were deployed in a welding workshop of Geely Auto's Yiwu manufacturing plant.

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So many robotics companies trying to solve everything at once… Last year I talked to Nima Gard, Director of AI at Path Robotics about this… Doing one thing really really well. They went after welding. Today they’re introducing Rove™, which embodies Obsidian™ (Path's physical AI model for manufacturing) on a legged mobile platform. The result is the intelligence to autonomously weld with the mobility to bring the worker to the work. Path Robotics (Columbus, Ohio) has raised more than $300 million in venture capital to build autonomous AI-powered welding cells. I think the tech is pretty impressive and video really cool. Congrats guys! Credit: Path Robotics
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So many robotics companies trying to solve everything at once… Last year I talked to Nima Gard, Director of AI at Path Robotics about this… Doing one thing really really well. They went after welding. Today they’re introducing Rove™, which embodies Obsidian™ (Path's physical AI model for manufacturing) on a legged mobile platform. The result is the intelligence to autonomously weld with the mobility to bring the worker to the work. Path Robotics (Columbus, Ohio) has raised more than $300 million in venture capital to build autonomous AI-powered welding cells. I think the tech is pretty impressive and video really cool. Congrats guys! Credit: Path Robotics

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“Blue-collar jobs are safe from AI.” Not for long. This welding robot climbs vertical steel walls like Spider-Man. While everyone is watching AI replace coders and office work… industrial robots are quietly entering the physical world too. Welding. Grinding. Inspection. Rust removal. The scary part? Software automation was the easy phase. Now machines are learning to work in the real world.

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Robot dogs are now welders! 👨🏼‍🏭 Path Robotics launches a mobile welding robot on quadruped platform, called Rove. This quadruped robotic welding system is paired with their Obsidian physical AI model. Obsidian already delivers autonomous, adaptive welding inside fixed cells. Rove brings intelligent welding to the part rather than moving the part to a fixed workstation. Shipbuilding, heavy construction, and large-scale fabrication share a constraint, massive assemblies and workpieces that cannot be moved or fixtured inside welding cells. These conditions have limited welding automation in environments that need it most, just as skilled welder shortages reach critical levels. Legged robots have long been considered too unstable for precision welding. Rove changes that. Obsidian provides the perception and adaptability needed to operate in high-variability environments. Saronic Technologies, a leader in autonomous maritime vessels, is one of the first early adopters, integrating Rove into its physical AI-powered shipbuilding operations in Franklin, Louisiana. 🇺🇸 Welding requires millimeter-level precision on a moving quadruped platform, considered impossible until AI-based perception and control made it feasible. 🔥 Andrew Lonsberry gotta be honest, but a welding robot dog wasn't on bingo card for 2026. ~~ ♻️ Join the weekly robotics newsletter, and never miss any news →

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0:28

Welding robots. The original use case for industrial automation—first deployed in the 1960s at GM. 60 years later, they dominate automotive body shops. Hundreds of robots in perfect sync, laying thousands of spot welds per vehicle. But step outside high-volume production and they're rare. Most fab shops still weld by hand. Why? Every new part needs skilled programming. Path planning. Torch angle. Travel speed. Wire feed. Gas flow. All tuned for each weld on each component. The economics only work if you're making thousands of the same thing. High-volume? Solved. High-mix, low-volume? Traditional welding robots fail here... but watch this space a few start ups are starting to fill the gap.

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At Foton’s Weifang plant, robots are now handling welding and assembly, while digital systems support daily production management. The upgrade offers a glimpse into the rise of smart manufacturing across the city’s industrial parks.

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Humanoid robots are taking over the largest robotics and AI show in America. Grady Trimble got an inside look at the robot family stealing the show and how they are being used in the real world. "AI is enabling robots to do all kinds of work, stuff like this, and hospitals, in factories, in warehouses... It's not just entertainment," President of the the Association for Advancing Automation Jeff Burnstein says.

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Path Robotics has developed a legged robot called Rove for large-scale industrial welding. It moves to the worksite and scans welding seams to understand their shape. Then, its AI performs welding and adjusts the process in real time.
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Path Robotics has developed a legged robot called Rove for large-scale industrial welding. It moves to the worksite and scans welding seams to understand their shape. Then, its AI performs welding and adjusts the process in real time.

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German robotics company NEURA Robotics has created NEURA Gym: a large-scale, physical AI gym and training ground where hundreds of robots, including the humanoid 4NE-1, learn through real-world interactions. The company is collaborating with the Neuraverse ecosystem to create the world's largest repository of physical training data, promoting the application of humanoid robots.

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3:53

🚨 Elon Musk G20 vision: AI could add $20 30 trillion to the global economy annually. By 2027, AI could handle virtually any digital task and reach Stockfish level at software development. Humanoid robots could potentially grow the economy 10× or more especially when robots begin building robots. The age of exponential automation is coming.

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24,361 görüntüleme • 2 ay önce