Concept‑SAE builds semantically grounded tokens for visual neural networks, enabling direct causal intervention and layer‑wise analysis. The paper was submitted in September 2025. https://getnews.me/concept-sae-enables-causal-probing-of-visual-model-concepts/ #conceptsae #visualmodels