Emergent Necessity Theory reframes how structured behavior arises across domains, proposing that organized dynamics are not mysterious byproducts but consequences of measurable structural conditions. By focusing on the coherence function, resilience metrics, and normalized dynamics,… When Structure Becomes Inevitable: Understanding Emergent Necessity in Complex Minds and Machines