Self-organizing systems lie at the core of complexity science. They emerge when simple local rules among agents lead to intricate global patterns, all without any central authority. This transition from apparent chaos to structured order is one of nature's most elegant tricks. Consider Langton's Ant, a simple cellular automaton, or the flocking behavior of birds in the sky. These examples illustrate emergence: profound complexity arising from basic interactions. The 2021 Nobel Prize...