Interpretability for multimodal models - lagging text models?

Interpretability tools were built for text models and multimodal systems add vision, audio, and cross-modal interactions. Is multimodal interpretability meaningfully behind, and what breaks when you port text tools over?

Good stuff, bookmarked. Will try this approach in our next build.