Long before algorithms began to mimic human thought processes, the notion of emergent cognition captivated philosophers. This profound realm explored how complex systems could develop from simpler components, without explicit direction. Pioneering thinkers, driven by the intricacy of biological life forms, began to sketch a future where artificial