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Hanna Wallach
Researcher focused on computational social science and responsible AI; cofounder of the Women in Machine Learning (WiML) workshop and leader of sociotechnical alignment efforts within Microsoft Research.
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11 snips
Dec 1, 2025
• 56min
Ideas: Community building, machine learning, and the future of AI
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Hanna Wallach, a leading researcher in computational social science and responsible AI, shares insights from her experience co-founding the Women in Machine Learning workshop. She discusses the evolution of WiML over 20 years, highlighting community challenges and successes. The conversation dives into the gaps between theoretical fairness in AI and real-world applications, and how generative AI demands rigorous evaluation. They also emphasize the importance of designing AI that fosters critical thinking and shares valuable advice for aspiring researchers.
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