Signal Desk · Companies

Goldman Sachs says AI robotics may need 10 million data hours

2026-10-30 · 1 source · Mint Technology

In short

Goldman Sachs said AI robots may need about 10 million hours of good real-world interaction data before they can work at production level.

The report says progress could still be 2 to 4 times faster than autonomous driving did. It is not clear which companies or robot products will get there first.

What the reporting says

Goldman Sachs said AI robotics may need about 10 million hours of high-quality physical interaction data to reach production-level capabilities. The report also said progress in the sector could be two to four times faster than the historical pace of autonomous driving technology. The reporting suggests commercialization remains difficult, but it does not state which companies or robots are closest to that goal.

Why it matters

Goldman Sachs said AI robotics may need about 10 million hours of high-quality physical interaction data to reach production-level capabilities. The report also said development could move two to four times faster than autonomous driving historically. This points to a difficult path to commercial viability for robotics firms, but the reporting does not identify specific companies, products, or timelines beyond that estimate.

Touches: Goldman Sachs, AI, Companies, Global

Sources