Humanoid moving boxes in Amazon factory
Agility Robotics' Digit humanoid at an Amazon warehouse. Digit generates real-world deployment data — feeding sensor readings, joint movement, and task outcomes directly into training and system updates. Photo courtesy of Agility Robotics

Three Ways to Train Humanoids, and Why None Solve Execution Yet

Building humanoid robots is often framed as a data problem: collect enough real-world examples, and systems will learn to operate
May 8, 2026

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