The value of qualitative data in understanding failure in prediction

ML Small - Proceedings of the National Academy of Sciences, 2024 - pnas.org
Understanding those limits has become important given our current historical moment: we
are firmly in the midst of the so-called data revolution in social science, the fact that vast …

Artificial Data, Real Insights: Evaluating Opportunities and Risks of Expanding the Data Ecosystem with Synthetic Data

R Timpone, Y Yang - arXiv preprint arXiv:2408.15260, 2024 - arxiv.org
Synthetic Data is not new, but recent advances in Generative AI have raised interest in
expanding the research toolbox, creating new opportunities and risks. This article provides a …