Foundations: Emergent Necessity Theory, the Coherence Threshold (τ), and Emergent Dynamics in Complex Systems The study of when and why collective behavior appears in distributed systems is central to modern complexity science. Emergent Necessity Theory frames emergence not as a mystical byproduct but as a predictable outcome when interacting components cross critical conditions that make…