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Robotics & Autonomy·October 9, 2026·1 min read

Why humanoid robot demos still fail the generalization test

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The gap between polished humanoid demos and brittle real-world performance is still mostly about data diversity and human-in-the-loop judgment, not just better actuators. If you're evaluating humanoids, scope pilots around narrow, repeatable tasks and budget for ongoing data curation, not magic generalization.