CSET

Research on AI governance and emerging technology. cset.georgetown.edu

3 Feb 2022BlogInterpretability, Alignment

Exploring Clusters of Research in Three Areas of AI Safety

A CSET bibliometric brief mapping citation clusters of research on AI safety robustness, interpretability and reward learning, describing growth trends, active countries and influential papers.

30 Nov 2021BlogTheory, Alignment

Key Concepts in AI Safety: Specification in Machine Learning

A CSET explainer introducing specification as a core AI safety problem: conveying designers' intentions to machine learning systems, including reward misspecification and principal-agent analogies.