HDIF Nexus Research Labs develops curvature–memory technologies based on the Horizons-as-Dimensional-Interface Framework, a testable approach linking relativity and quantum field theory. HDIF enables a focused experimental program in precision interferometry to test curvature–memory effects, with longer-term implications for materials science, sensing, and fundamental physics. Falsifiable experiments and early research partnerships are underway.