I'm not sure that's a problem. Humans are terrific generalizers, and it would probably be a good thing for human civilization if human intelligence remained an essential part of the control loop. We can just continue developing ever-more-useful intelligence amplifiers and employing them as extensions of human cognition, instead of replacing ourselves by building minds like our own.