> If your model does not adequately predict the data generating process, then your model absolutely does not explain it or articulate its inner working. That's

> If your model does not adequately predict the data generating process, then your model absolutely does not explain it or articulate its inner working. That's a very dynamicist viewpoint. I don't necessarily disagree. However, in what sense to the prototypical deep learning models predict the data generating process? I tend to agree that a lot of work with "interpretable" in the title is horseshit and misses the forest for the trees.