
The recent evolution of autonomous humanoid robotics has fundamentally altered the trajectory of industrial automation by transitioning from rigid, pre-programmed scripts to fluid, intelligence-driven physical interactions. This review explores the technical and philosophical shift that characterizes the modern state of embodied intelligence, specifically focusing on the transition from specialized software layers to foundation-first robotic training. By examining the current landscape,










