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cs.AI2025
Social Science Is Necessary for Operationalizing Socially Responsible Foundation Models
Adam Davies, Elisa Nguyen, Michael Simeone +2
With the rise of foundation models, there is growing concern about their potential social impacts. Social science has a long history of studying the social impacts of transformativ…
cs.AI2024
The Cognitive Revolution in Interpretability: From Explaining Behavior to Interpreting Representations and Algorithms
Adam Davies, Ashkan Khakzar
Artificial neural networks have long been understood as "black boxes": though we know their computation graphs and learned parameters, the knowledge encoded by these weights and fu…