Amy Winecoff

schoolCenter for Democracy & Technologybar_chart#4221 Global Rank

Total Papers

HCI Rank

#4221

Research Areas

Years Active

Recent Publications

From Symptoms to Systems: An Expert-Guided Approach to Understanding Risks of Generative AI for Eating Disorders

Generative AI systems may pose serious risks to individuals vulnerable to eating disorders. Existing safeguards tend to overlook subtle but clinically significant cues, leaving many risks unaddressed. To better understand the nature of these risks, we conducted semi-structured interviews with 15 clinicians, researcher…

CHI '263rd AuthorExplainable AI (XAI) +3

Navigating Uncertainties: How GenAI Developers Document Their Models on Open-Source Platforms

Model documentation plays a crucial role in promoting responsible AI (RAI) development. The paradigm shift from traditional machine learning models to Generative AI (GenAI) models has reshaped the conditions under which documentation is produced, particularly on open-source platforms where models are hosted and share…

CHI '251st AuthorExplainable AI (XAI) +2

Improving Governance Outcomes Through AI Documentation: Bridging Theory and Practice

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, and methods, the ways these practices enhance governance as well as the challenges practitioners and organizations face with documentatio…

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