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Our study of the history of impact assessments shows that "impacts" are an evaluative construct that enable institutions to identify and ameliorate harms experienced because of a policy decision or system. Read on Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

Because AIAs are still an incipient governance strategy, approaching them as social constructions that do not require a single or universal approach offers a chance to produce interventions that emerge from careful deliberation. Read on Social Science Research Network

In this article, Research Lead Madeleine Clare Elish investigates who bears the responsibility when an automated system fails. "Just as the crumple zone in a car is designed to absorb the force of impact in a crash, the human ... Read on Engaging Science, Technology, and Society

The ubiquity and power of machine learning models in society to determine and control an increasing number of real-world decisions presents a challenge.  D&S fellow Sorelle Friedler and a team of researchers have developed ... Read on arXiv