Finally, we note that the reaction conditions were not taken into account in this work. Nonetheless, if the applied reaction conditions (e.g., temperature, pressure) are harsh, the surface of the catalyst might restructure. Such restructuring is typically unknown. Previously, the blending of high-quality theoretical and experimental data has shown that AI can identify correlations that take into account the experimental reaction conditions. These approaches enabled the design of new materials confirmed experimentally. Thus, the incorporation of experimental data into SGD studies describing CO 2 conversion on SA and DA alloys is a promising route for addressing the impact of reaction conditions on the catalytic performance. This will require, however, systematic and rigorous experimental procedures for the characterization and the evaluation of stability and reactivity of series of SAAs and DAAs.