Machine Heart
Machine Heart
Apr 13, 2026 · Artificial Intelligence

How Six‑Dimensional Force Data Powers China’s First Full‑Perception VTLA Model

The article analyzes how Kepler Robotics’ dual‑path, six‑degree‑of‑freedom force‑tactile data collection system overcomes the scaling bottleneck of embodied AI, enabling a VTLA model that integrates vision, language, action and tactile feedback to achieve near‑perfect industrial assembly performance.

Kepler RoboticsVTLA modeldata collection
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How Six‑Dimensional Force Data Powers China’s First Full‑Perception VTLA Model