Regional Chaos predicts upset potential in each region and the overall tournament. The Brass Balls Index (BBI) measures chaos: 0 = pure chalk, 100 = all underdogs win. Higher BBI regions have weaker top seeds, stronger low seeds, or more unpredictable teams.