Galaxies on Instagram: "The Boston Dynamics Atlas uses an agile perception system to understand both the shape and context of objects in complex environments. Atlas combines 2D and 3D awareness, keypoint-based localization, and an object pose tracking system that fuses vision, kinematics, and object knowledge to handle occlusion and uncertainty. Accurate calibration ensures precise hand–eye coordination for reliable manipulation. Credit: Boston Dynamics"

Artificial Intelligence (AI) on Instagram: "China’s G1 humanoid robot is pushing the boundaries of robotics with combat-style agility that once seemed impossible. Equipped with an AI-powered “anti-gravity” mode, cutting-edge sensors, and advanced control systems, it can recover from pushes, strikes, and falls almost instantly — adapting and improving with every test. What began as clumsy steps is now evolving into fluid, resilient movements that could surpass human reflexes. Would you trust this

Why Agile Transformations Really Fail 🤯 (Explained in 30 Seconds)

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