Real, authentic music generation is a harder problem than go or chess, but I'm not sure that makes it any more emotionally difficult for a future writer to face a true musical AI than it was for Lee Se-Dol or Kasparov.
It might be hard to judge. Some people will insist that generated music is bad, because it's just their subjective opinion, even if 90% of random selection will find that music good.