As generative AI continues to scale, the likelihood of computer-generated content outpacing human creation increases. Today, we explore how evolutionary generative algorithms in music production can preserve and enhance human creativity rather than overshadow it. Joining us is Justin Kilb, a data scientist and PhD student who serves as an AI technical advisor to Fortune 500 companies.