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

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