China’s Dexterous-Hand Suppliers Are Becoming Unicorns - 2026-07-17 - Article - Xynova’s second major financing in seven weeks adds to a surge of capital, production capacity and standalone suppliers around one of the humanoid’s most difficult components.
UniDexTok: A Unified Dexterous Hand Tokenizer from Real Data - 2026-06-09 - Research Publication - UniDexTok maps human and robot hand states into a shared 22-degree-of-freedom semantic representation without retargeting or simulation data. The tokenizer learns embodiment-conditioned discrete tokens from standardized… - source: arxiv.org
FSAG: Enhancing Human-to-Dexterous-Hand Finger-Specific Affordance Grounding via Diffusion Models - 2026-01-13 - Research Publication - The authors propose a data-efficient framework that bypasses robot grasp data collection by exploiting object-centric semantic priors in pretrained generative diffusion models. 4; the real-world setup comprises two… - source: arxiv.org