MetaCLIP

Meta AI

Structures found in this family (2)

Linear Direction, Anisotropy

By model (2)

MetaCLIP ViT-B/32

Linear Direction, Anisotropy

MetaCLIP 2

Linear Direction

Observations (2)

Same concept, different SAE directions across modalities

Dual steering in information-geometric coordinates is provably KL-optimal

Papers

Same Concept, Different Directions: Cross-Modal Feature Heterogeneity in Sparse Autoencoders (2026), The Information Geometry of Softmax: Probing and Steering (2026)