Figure .1 illustrates the progression of Loxodynamics, tracked via the control variable d = d Cl -d F , which provides a simplified yet effective one-dimensional CV to control the reaction progression . After a few iterations, the Skewencoder identified the most favorable direction, enabling the bias to efficiently drive the system toward the new metastable state.