And because they're terrible at this type of optimization problem, they're getting stuck in a local minimum (the space is anything but convex), which happens to be repetitive, awful, and targeted at the largest common denominator.
Treating music as an optimization problem may not be a bad thing in itself, the issue is being unable to solve the problem properly.