DataFunSummit
Sep 10, 2024 · Artificial Intelligence
Automated Social Science with Large Language Models: Framework, Experiments, and Future Outlook
This article presents a comprehensive overview of using large language models to automate the full pipeline of social‑science research—from hypothesis generation and agent construction to experiment execution, data collection, and model estimation—illustrated with a simulated auction study and a discussion of future directions.
agent-based experimentsautomated social sciencecausal inference
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