On the other hand, humans made these AI models...
I feel like the more important distinction might be whether the creator(s) are expressing themselves or are solving an optimization problem of maximizing audience approval. The latter seems true for both some human and AI pop songs.
One is a form of communication that requires (at least to some extent) meeting both sides to meet in the middle, the other is unidirectional broadcasting.