Publications
“All longing converges on this mystery: revelation, unraveling secret spaces, the suggestion that the world's valence lies just behind a scrambled facade, where only the limits of ingenuity stand between him and sunken gardens.”
Publications
2026
Representational Curvature Modulates Behavioral Uncertainty in Large Language Models.
Proceedings of the 43rd International Conference on Machine Learning (ICML 2026). To appear.
Talks & posters
2026
Representational Curvature Shapes Uncertainty in Large Language Models.
COSYNE 2026
2024
Training Data Statistics Shape Predictive Geometry in Large Language Models.
MIT, SuperUROP Showcase 2024