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The difference is that we recognise humans and their history, imperfections and many many influences to be part of what makes both the human and expression unique.
A lot of the discussion doesn't grant the machine learning models the same inherent worth as humans get, and thus is viewed as a tool trained to replicate others' work (rather than a creative agent).
This means that where a student painter is expected to have a desire to express something, and are putting in hard work in practice and paying tutors. Replacing them with a machine without desires or stories to express, by stealing artwork without neither credit or compensation, to then replace the same people who've been exploited in creating the tool, seems unfair.