— Insights
FROM THE FRONTIER.
On the data that builds physical AI.
Perspective2026
THE REAL WORLD WAS NEVER WRITTEN DOWN.
The data that built language models does not exist for the physical world. It has to be created.
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DIVERSITY IS WHAT MAKES INTELLIGENCE HOLD.
A model raised on one world knows only one world. Breadth is what lets physical intelligence survive contact with reality.
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PROVENANCE DECIDES WHAT YOU CAN BUILD ON.
As physical AI scales, the question is no longer how much data you have. It is whether you can prove where it came from.
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