Rethinking algorithmic regulation

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"Wrong side of the tracks": Big Data and Protected Categories (2014, background): “In both cases, progress requires that we “open the algorithmic box,” and rely on commitments b y corporations and governments to reveal important features of the algorithms they use [23].”
What to account for when accounting for algorithms: a systematic literature review on algorithmic accountability (2020, background): “Connected to this is the question where the system is being developed and deployed [42, 51, 54, 86, 104, 134].”