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07/19/2023
Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development
Identifying potential social and ethical risks in emerging machine learn...
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06/09/2023
Safety and Fairness for Content Moderation in Generative Models
With significant advances in generative AI, new technologies are rapidly...
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05/19/2023
AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia
This paper presents a community-centered study of cultural limitations o...
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10/11/2022
Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction
Understanding the landscape of potential harms from algorithmic systems ...
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10/06/2022
From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML
Inappropriate design and deployment of machine learning (ML) systems lea...
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06/06/2022