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FDS Workshop: AI for Social Science Research Methods

Social scientists are increasingly incorporating AI into their designs, data collection, analyses, and workflows. Alongside rapid adoption, important methodological questions remain: What are the principled approaches to validating measurements via AI tools? To what extent are AI-generated observations interchangeable with those from human respondents — and what does that mean for the future of survey research?

This workshop convenes researchers working on the methods of AI-enabled social science. We welcome submissions that develop new methodological frameworks, propose evaluation strategies, introduce tools or benchmarks, or present empirical findings that clarify when and how AI improves — or complicates — social science inference.

Hosted by the Yale Institute for the Foundations of Data Science (FDS), the workshop will bring together a small group of scholars working on methodological innovation across sociology, economics, political science, public health, statistics, computer science, and related fields.

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