Music, AI Tools, and the Question of Craft
By Mufaro Chifamba One thing I have been observing closely is how music made with AI tools is revealing something we have always known but often did not say out loud. It is making the difference between a producer and a non-producer far more visible. There are songs being created with incredible potential. Some of them carry strong melodic ideas, interesting textures, and even moments that feel commercially viable. At the same time, there are others that fall flat completely. Not because the tools are weak, but because the decisions behind the music are weak. The arrangement has no intention, the vocal layering feels unconsidered, the instrumentation lacks direction, and the mix does not feel like it has been guided by any real sonic vision. What this is showing us is simple. Tools do not replace taste. Tools do not replace judgment. Tools do not replace understanding. In many cases what we are hearing is not an AI problem. It is a craft problem. The output is only as strong ...