This article argues that fake news is only one instantiation of a shift that literacy studies will need to reckon with to understand how people encounter texts on an everyday basis. It argues that looking at the information ecologies in which fake news circulates reveals a shift to the reliance on computational and automated writing systems to circulate texts and amplify their distribution. The article critically synthesizes existing literature and provides key examples of how algorithms and bots were deployed strategically to pollute the media ecology with fake news in the time immediately preceding the 2016 Presidential election in the United States. The argument ultimately raises a series of questions that literacy studies will need to confront given the influence of computation in contemporary information environments, including asking: how can people engage in responsible discourse in the face of rapidly evolving and exploitable technologies?

Since the 1960s, computer scientists and enthusiasts have paralleled computer programming to literacy, arguing it is a generalizable skill that should be more widely taught and held. Launching from that premise, this article leverages historical and social findings from literacy studies to frame computer programming as “computational literacy.” I argue that programming and writing have followed similar historical trajectories as material technologies and explain how they are intertwined in contemporary composition environments. A concept of “computational literacy” helps us to better understand the social, technical and cultural dynamics of programming, but it also enriches our vision of twenty-first century composition.