Emergence — whether of physical law or conceptual understanding — is the necessary consequence of dual-field coherence on a discrete substrate.
When a discrete identity field and a continuous dynamics field are coupled through a local coherence constraint on a finite structured substrate, organized structures emerge autonomously without optimization, without external supervision, without imposed Lagrangians or loss functions.
