REPRESENTATIONS / MECHANISMS / EVIDENCE
Research
Understanding how models represent information.
01Research project
Layer-Wise Category Structure in Large Language Models
Investigating how category structure is represented across model layers.
This work asks how category structure changes through a language model, and how those patterns can be compared across layers.
Paper record ↗ 02Research project
Causal State Variables in V-JEPA 2 Latents
Studying state and motion in video-model representations.
This work examines state and motion in video representations, using causal interventions to investigate what a model encodes.
Paper record ↗ 03Research project
Low-Dimensional Document Structure Subspaces in OCR Models
Exploring how document structure appears inside OCR models.
This work examines the representation of document structure in OCR models, with attention to how that information is organized.
Paper record ↗ Earlier manuscripts & notes