The maturity of a fundamental physical theory depends not only on axiom construction and dynamical modeling, but also on a standardized empirical paradigm that is falsifiable, fitting-free, and logically ordered. Traditional phenomenological physics generally adopts the strategy of “data fitting first and theoretical explanation later”, which deprives model parameters of physical essence, reduces theoretical falsifiability, and subordinates theoretical logic to experimental results. Based on Zhao Futao’s original FT-MMT material memory element axiom, the non-absolute zero asymptotic extremum axiom, and the Research Iron Law V1.0, this study completes a systematic upgrade and phased consolidation of the FT-MMT empirical paradigm. This paper establishes the naked prediction priority principle, defines k₀ as an ontological black box of memory network coupling, confirms residual tracing as the core empirical method instead of artificial fitting, and solidifies the complete phonon-photon dynamical equation system of FT-MMT. This work marks the full transition of FT-MMT from theoretical construction to standardized empirical research, providing a permanent and self-consistent foundation for subsequent parameter decoding, cross-system verification and deeper physical interpretation.