Have we underestimated just how good generative AI art can be?

Recently, an AI-generated rap song went viral and an AI-generated image won a major photography award.

I was both surprised and impressed. These accomplishments have convinced me to reconsider my opinion of just how good generative AI can be.  Do you think we have underestimated how good generative AI art can be?