Paper from the 2023 Deswarte Prize seminar, held on 24 October 2023 at the Institute of Historical Research. Abstract: Gábor Mihály Tóth, lead author of the article ‘Studying Large-Scale Behavioral Differences in Auschwitz-Birkenau with Simulation of Gendered Narratives‘ (http://www.digitalhumanities.org/dhq/vol/16/3/000622/000622.html), the winning entry of the 2023 Richard Deswarte Prize in Digital History (https://ihrdighist.blogs.sas.ac.uk/2023/10/2023-richard-deswarte-prize-in-digital-history/), discusses the origins, development, and findings of the paper. Bio: Gábor Mihály Tóth is a postdoctoral researcher at the Luxembourg Centre for Contemporary and Digital History (C²DH) is the University of Luxembourg.