Being-H0.8: A Latent Tactile World-Action Model at Scale
Being-H0.8 extends latent world-action modelling with tactile-aware interaction using contact and proximity supervision derived from large-scale human video.

Evidence notes
- TopoHand maps human hands, dexterous robot hands and parallel grippers into a shared state-action representation for cross-embodiment learning.
- BeingBeyond shows ten physical contact-rich manipulation demonstrations on two bimanual robot configurations; the accompanying paper remains forthcoming.
Company context
Developer of embodied foundation models, robot-learning data systems and manipulation products spanning dexterous hands, teleoperation and whole-body control.