Making AI Headlines · Page 6

Physical AI Finds the Pieces Are Still Being Invented

Investor and former Nvidia robotics product-marketing leader Amulya Vishwanath describes robotics as being in a Lego era, with basic components still being rebuilt. Her account includes actuators, robotic hands, software and safety standards, emphasizing that physical AI extends beyond the finished robot in a demonstration. That is a useful correction to a field often presented through a single polished action. A machine moving an object is the visible endpoint of many engineering decisions, each with its own constraints and compatibility problems. The building-block metaphor also contains an important warning. Ordinary Lego generally arrives with pieces designed to fit together. Robotics still has to negotiate what fitting together means while ensuring the resulting tower does not knock over the table. For businesses, the stakes include integration and repeatability, not merely whether an impressive motion can happen once. Hardware, control software and safety practices need to function as a system in the intended setting. The investment story is consequently broader than finding the most photogenic mechanical employee. Useful value may sit in the components and standards that make many applications possible. A convincing robot can win attention by picking something up. A durable industry must also work out who supplies the fingers, how they connect and what happens when the object slips.

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