Consider a commuter who asks AI for a fact, gets conflicting answers, and shrugs. The doubt is real, but it gets assigned to the tool, not to their own judgment. My opponent calls grading the bot a calibration check, yet that trains tool use, not self suspicion. You learn which prompts to trust, not where your own reasoning breaks. Humility means owning the gap inside you; AI supplies an external error meter. Frequent signals without personal accountability produce dependence, not humility.