The Fall and Rise of AI

Abstract By applying techniques used to understand large corpora within the digital humanities to a dataset of over 100,000 film subtitles ranging from the era of silent film to the present, this chapter presents a qualitative and quantitative overview of salient themes and trends in the way artificial intelligence is portrayed and discussed in twentieth- and twenty-first-century film. Examples are provided that demonstrate how combining the tools of traditional literary analysis with computational techniques for analysing large quantities of text can lead us to important texts, patterns, and nuanced insights that complement those derived from manual study alone.