Most fact-checkers tell people they're wrong. People stop listening. Disinformation wins not by convincing people of lies, but by making them feel they have nothing in common with the other side. This 30-minute session includes a live demo of Huginn & Muninn — an AI tool that doesn't just debunk disinformation, but reveals the shared human concern underneath, names the manipulation technique being used, and opens a Socratic dialogue that reduces polarization rather than deepening it. Built on peer-reviewed research showing a 20% durable reduction in conspiracy beliefs. Audiences walk away with a new mental model for fighting disinformation, practical techniques they can use immediately, and evidence that most people share far more than they think.