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Why humanoid robot demos still fail the generalization test

Humanoid robots continue to impress in scripted demonstrations but struggle to generalize their skills to new environments and tasks. Commentary argues that polished demos often mask a lack of robustness, with robots failing when conditions change even slightly. The debate highlights the gap between staged showcases and real-world deployment, a core challenge for companies racing to bring humanoid robots into factories and homes.

Why now: Renewed attention on humanoid robotics has raised scrutiny over whether demo performance reflects genuine real-world capability.

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