As a data scientist who built predictive models for sports on both sides of the Atlantic, I watched this year’s UCL quarterfinals with cold precision—and even colder surprise. PSG and Real Madrid fell to lesser-known sides. This wasn’t just chaos; it was a statistical anomaly. Here’s what the numbers revealed about momentum, pressure, and why favorites lose—not because of talent, but because of systemic blind spots in human decision-making.