REPRESENTATIONS / MECHANISMS / EVIDENCE

Research

Understanding how models represent information.

01

Research 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
02

Research 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
03

Research 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