This paper explores how accountability might make otherwise obscure and inaccessible algorithms available for governance. The potential import and difficulty of accountability is made clear in the compelling narrative reproduced across recent popular and academic reports. Through this narrative we are told that algorithms trap us and control our lives, undermine our privacy, have power and an independent agential impact, at the same time as being inaccessible, reducing our opportunities for critical engagement. The paper suggests that STS sensibilities can provide (...) a basis for scrutinizing the terms of the compelling narrative, disturbing the notion that algorithms have a single, essential characteristic and a predictable power or agency. In place of taking for granted the terms of the compelling narrative, ethnomethodological work on sense-making accounts is drawn together with more conventional approaches to accountability focused on openness and transparency. The paper uses empirical material from a study of the development of an “ethical,” “smart” algorithmic videosurveillance system. The paper introduces the “ethical” algorithmic surveillance system, the approach to accountability developed, and some of the challenges of attempting algorithmic accountability in action. The paper concludes with reflections on future questions of algorithms and accountability. (shrink)

This short paper acts as a comment on Totaro and Ninno's ‘The Concept of Algorithm as an Interpretative Key of Modern Rationality’ and also introduces some new avenues for exploring the organization of algorithms. In recent discussion of algorithms, concerns have been expressed regarding the apparent power, agential capacity and control that algorithms command of our lives. The logic of order, if there is one within these discussions, appears somewhat distinct from the metaphor of recursion suggested by Totaro and Ninno. (...) Using this distinction as a starting point, the paper explores alternative metaphors from which to begin an engagement with political questions of algorithmic ordering. The paper argues for engaging with associative metaphors of: algorithmic account, fluidity, absent-presence and sociality. The paper explores these associative metaphors through an important set of emerging questions regarding organizing algorithms: who and what is included or excluded, on what terms and to what ends? (shrink)

Actor-network theory has contributed greatly to the development of science and technology studies. However, recent critiques appear to have left ANT in a gloomy theoretical black box. What is the likelihood of ANT exiting its current theoretical discontent? Is ANT worthy of salvation and on what grounds? Law argues that recent critiques stem from ANT’s development into a particular theoretical strategy. However, this article will argue that by focusing on strategy as messy and impure, ANT can be afforded the opportunity (...) to shift from a fixed approach to an ambiguous and contingent strategy, well placed to carry on. The article achieves such an argument by first highlighting how ANT has contributed to a recent study of strategy in action; second, by outlining the strategic aspects of ANT; and third, by using the study of strategy in action as a means of engaging with ANT’s current theoretical discontent. (shrink)