For AI to become truly autonomous, it must move beyond pre-programmed responses and learn continuously in real time. The breakthrough will come from self-improving AI models, where systems can refine their own algorithms, optimize performance, and evolve their reasoning without human intervention. By combining self-supervised learning with embodied AI, AGI will gain the ability to adapt to new environments, generalize knowledge across different domains, and make independent decisions—a crucial step toward real intelligence.