26 citations · 34 across the 8 of their papers we have counts for
3 papers · 1 filter
Improving governance outcomes through AI documentation: Bridging theory and practice
Amy A. Winecoff, Miranda Bogen
Documentation plays a crucial role in both external accountability and internal governance of AI systems. Although there are many proposals for documenting AI data, models, systems…
Artificial Concepts of Artificial Intelligence: Institutional Compliance and Resistance in AI Startups
Amy A. Winecoff, Elizabeth Anne Watkins
Scholars and industry practitioners have debated how to best develop interventions for ethical artificial intelligence (AI). Such interventions recommend that companies building an…
Qualitative Analysis for Human Centered AI
Orestis Papakyriakopoulos, Elizabeth Anne Watkins, Amy Winecoff +2
Human-centered artificial intelligence (AI) posits that machine learning and AI should be developed and applied in a socially aware way. In this article, we argue that qualitative…