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IDSS Distinguished Seminar Series Emily Black

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On Generative AI Harms: Evaluating them, and Relevant Law

Emily Black (New York University)
45-102

Abstract: In this talk, I’ll present my recent work on technical pitfalls and legal tensions around the evaluation of GenAI harms. Through four case studies, I’ll show how misalignment between regulatory goals and fairness testing techniques can lead to regulation that admits discriminatory behavior. For example, I’ll show how different forms of GenAI evaluation instability---for…

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