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Google DeepMind unveils Gemini Robotics 2 as Apptronik humanoid demonstrates whole-body AI

Google DeepMind has launched Gemini Robotics 2, a new suite of AI models designed to give humanoid and other robots greater autonomy through whole-body control, advanced dexterity and multi-robot collaboration. The system is being demonstrated on Apptronik‘s Apollo 2 humanoid robot, which Google DeepMind says can now perform full-body autonomous movements, including walking, crouching, bending […]

Google DeepMind unveils Gemini Robotics 2 as Apptronik humanoid demonstrates whole-body AI

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Google DeepMind has launched Gemini Robotics 2, a new suite of AI models designed to give humanoid and other robots greater autonomy through whole-body control, advanced dexterity and multi-robot collaboration. The system is being demonstrated on Apptronik‘s Apollo 2 humanoid robot, which Google DeepMind says can now perform full-body autonomous movements, including walking, crouching, bending […]

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Predictive maintenance in the real world: Why service automation and rollout discipline matter more than models الروبوتات

Predictive maintenance in the real world: Why service automation and rollout discipline matter more than models

A predictive maintenance system can flag rising vibration, unusual temperature patterns, or a combination of signals that suggests a component is likely to fail. That may be technically impressive, but it does not reduce downtime by itself. Someone still has to decide whether the signal matters, how urgent it is, what action should follow, and […]

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