Everyone knows someone who's told a story about winning big at a casino - a lucky night at the roulette table, a friend who walked away from a poker table with pockets full of cash. These stories exist, they're real, and they're exactly why casinos keep pulling people back in. But zoom out far enough, and there's a mathematical certainty sitting underneath every casino's business model that guarantees the house comes out ahead over time, regardless of how many individual players walk away winners on any given night. Understanding exactly how that works is a genuinely great crash course in probability and risk.