4 September 2026

Robotics startups scramble to collect training data for robots

First reported

Understanding AI ran this on .

  • Robot training needs vastly more data than currently available. The largest public robotics dataset has only 3,500 hours of task recordings, far below what language models require.
  • Multiple startups are testing different collection methods. Approaches include recording videos, having humans operate robots directly, and using exoskeletons to capture movement patterns.

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