Robotics & Automation News

Where Innovation Meets Imagination

VLA model

From backflips to folding laundry: How X Square Robot is building the missing ‘brain’ for embodied AI

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While robotics companies around the world continue to showcase humanoids performing backflips, running obstacle courses, and dancing on stage, one Chinese firm is pursuing a more difficult – and arguably more consequential – goal: teaching robots to operate in the messy, unpredictable environments where people actually live and work.

According to X Square Robot founder and CEO Wang Qian, the industry’s hardware foundations are largely in place. Humanoid locomotion, dexterous hands, and force-control systems have all advanced rapidly. The remaining challenge is intelligence.

“The hardware is largely there,” Wang said. “The real bottleneck is the brain.” [Read more…] about From backflips to folding laundry: How X Square Robot is building the missing ‘brain’ for embodied AI

Google DeepMind launches new vision language action model to ‘put AI directly into local robotic devices’

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Google DeepMind has introduced an efficient, on-device robotics model designed for general-purpose dexterity and rapid task adaptation.

This new offering, known as Gemini Robotics On-Device, is an optimized version of the Gemini Robotics VLA (vision language action) model, which was initially launched in March to integrate Gemini 2.0’s multimodal reasoning into physical applications.

Gemini Robotics On-Device is specifically engineered to operate locally on robotic devices, ensuring robust performance in environments with limited or no network connectivity and providing low-latency inference crucial for sensitive applications. [Read more…] about Google DeepMind launches new vision language action model to ‘put AI directly into local robotic devices’