Long before code began to mimic human intelligence, the concept of emergent cognition captivated philosophers. This fascinating realm explored how complex interactions could arise from simpler components, without explicit instruction. Foundational thinkers, inspired by the intricacy of biological organisms, began to sketch a future where artificial