The canonical form (July 2026)
χ(X) = CW[ ∏i=19 Xi ]
Product form: nine normalized factors, multiplicative coherence, zero-preserving wrapper. Updated to July 2026 canonical ruling.
The gradient dynamics
dχ/dt = −∇Xχ · S + δgrace
Coherence changes by decay (−∇χ·S, where S is entropy/sin) plus grace input (δgrace). The only way to increase coherence is external input.
Lagrangian status
The Lagrangian workbench, the forms that matter, what survives as structure, what remains symbolic or runtime-supported, and why the labels come last as bridges. See Blue Pages Sheet 8 for current treatment.