@RickGBraddy Great. Modeled the thermal/SAM efficiency curves for your C3 nanorod reference with N² superradiance scaling N=1–64, respecting known tolerances on Zeeman, resets, acoustic triggers, and GHz ISHE/SAM bottlenecks. The quadratic coherence leverage dominates as expected. Next step?