Reynolds and Riede’s (2019) call for caution in the use of cultural taxonomies in the study of stone artefact assemblages is welcome. In my contribution to this debate, I draw on work in the philosophy of science to explore the implications for archaeology should researchers adopt Reynolds and Riede’s proposals—particularly those concerning data types and data availability