This essay responds to the articles in the special issue on “Algorithms, Automation, and News” by reflecting on two thematic threads apparent in the collection: (1) the role of journalistic values in technology, and (2) the hybridization of human and machine effort in news production workflows. I argue that to make further progress in these areas journalism studies should establish a design orientation towards journalistic technology, and seek to develop rigorous evaluation criteria and metrics that can help propel both scholarship and practice forward.
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Nicholas Diakopoulos (2019) studied this question.
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