AI automation versus collaboration

"Using AI well will require knowing when to automate versus when to collaborate. This is not necessarily a binary choice, and the boundaries between human expertise and AI’s capabilities for expert judgment will continually evolve as AI’s capabilities advance. Although collaboration is not intrinsically better than automation, premature or excess automation—that is, automation that takes on entire jobs when it’s ready for only a subset of job tasks—is generally worse than collaboration." -David Autor and James Manyika writing in The Atlantic