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TWIML · September 10, 2025 · 50m

Robotic Manipulation: Learning to Grasp the Physical World

Advances in robotic manipulation: how AI systems learn to grasp, move, and manipulate objects in unstructured environments.

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Canon

Robotic manipulation reveals how much harder physical environments are for AI than digital ones: every object has different weight, friction, deformability, and fragility.
Robotics researchers describe finding deep meaning in the responsibility of building machines that will physically interact with humans — the stakes of physical AI are uniquely high.
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