Experts discussing difficult AI questions sound less certain than confident but less knowledgeable commentators because they qualify claims and search for precise language. The public discourse rewards simple certainty over calibrated nuance, creating a dangerous gap where unqualified voices dominate conversations about AI's impact on jobs, security, and regulation. Long-form conversation formats that expose expert reasoning are valuable precisely because they reveal the messy, uncertain nature of genuine technical thinking.