The Genealogical Regularity suggests that entities evolve from predecessors through specific changes, like mutations. Minna Sundberg argues that identifying these shared structural properties allows researchers to port comparative methods across different fields. This approach helps bypass computational intractability. Practitioners can now apply these cross-domain patterns to improve model interpretability and alignment research.