As a data scientist raised in Chicago’s mixed-income neighborhoods, I’ve seen how emotion masks itself as loyalty to tradition. Last year, the bench warmer wasn’t just a footnote—he was a statistical anomaly. This year, AI-driven models reveal who gets ignored before the draft. It’s not about talent. It’s about systemic bias hidden in spreadsheets. The data doesn’t lie. But are we still choosing to look away from it?