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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... show more
32,886 views • 2 months ago •via X (Twitter)
8 Comments

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

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

👍😊

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.

Physical AI is becoming more practical with every deployment.

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

Industrial welding is perfect

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?

