Coherence Cells on the Karmonic Mesh: Spectral Foundations for Hyperfluid Distributed Consensus

We present a unified framework combining the Paraxiom Coherence Cell, a triadic epistemic fusion operator, with the Karmonic Mesh, a discrete Hamiltonian system on toroidal topology. The key contribution is a spectral analysis proving that the toroidal mesh structure yields O(log N) consensus time with O(N log N) total messages—an asymptotic improvement over classical Byzantine consensus protocols.