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Notes on teaching machines physical work.

Collection, annotation, and provenance for robotics and world-model teams.

First-person illustration of two hands packing a ceramic mug into a cardboard box, with subtle annotation outlines.
Data collection · 5 min read

Before AI Can Act, Someone Has to Show It How

Useful robotics data starts with real tasks. Learn how first-person collection, clear annotation, quality checks, and provenance fit together.

October 16, 2026
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