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Tactile feedback integration boosts robot manipulation success rates by over 40% in contact-rich tasks, redefining the limits of vision-language-action models.
Robot actions can serve as powerful geometric supervision, enabling sparse 3D representations that are both reusable and effective across diverse manipulation tasks.