As a data scientist raised on Chicago’s South Side streets and NBA backcourts, I’ve seen how algorithms mistake noise for wisdom. This isn’t about luck—it’s about the hidden structures in contract signings, roster moves, and systemic bias masked as 'potential.' My models don’t predict outcomes; they reveal the breathing rhythm of a system that forgets its own humanity. Let me show you why true prediction dies when we stop listening.