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Equally egregious are applications that insist on using the primary disk to cache model data/sample data/whatever
What should they do instead?

Like, assuming they need the data and it's inconveniently large to fit into RAM, where/how should they store and access it if not the primary disk?

They should ask. Let users specify a scratch / cache location - preferably fast storage that’s not The OS drive