Do Sparse Autoencoders Learn Meaningful Concept Hierarchies?

arXiv:2606.22994 · cs.LG · Submitted 2026-06-22 · Read on arXiv

cs.LG

Submitted: 2026-06-22

Updated: 2026-10-06

Terminology

• Generalization — 1× in this paper · explained in 13 episodes
• Sparse Autoencoders (SAEs) — 1× in this paper · explained in 3 episodes

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