N_0-TWAM Scaling Tactile-Native World-Action Models for Manipulation
July 25, 2026
N_0-TWAM is a large-scale tactile world-action model trained on visuo-tactile demonstrations across six embodiments and 450 tasks. It uses a NeoForce unified force-based representation and an asymmetric Mixture-of-Transformers architecture to predict both future vision and contact events for complex manipulation.
HOW THIS AFFECTS YOU
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builderYou can leverage force-based tactile signals to improve robot dexterity in contact-rich environments.
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researcherThis introduces a scalable approach to joint visuo-tactile pre-training for embodied AI.