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Algorithmic Impact Assessments at Scale

Practitioners' Challenges and Needs

What challenges do practitioners face when implementing Algorithmic Impact Assessments? Amar Ashar and co-authors find three categories of concerns that AIAs present to practitioners, and offer suggestions for mitigation. "Our research underscores the importance of framing AIAs not as checklists, or as comprehensive documentation of “what could go wrong,” but as dynamic tools that evolve in response to the unique challenges and needs of the practitioners who interact with them."

Read the full manuscript from the Journal of Online Trust & Safety

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