EDM based or fantasy style AI generated music I've noticed tend to work better than the other genres like D&D style fantasy music has become super popular among AI composer artists

I have to say I haven't noticed them lacking a soul, but I also don't think that they are full AI songs. I think there's still someone making the lyrics and then just using AI for the actual music.