As a UCL-trained data scientist raised in Croydon with a Nigerian mother and Scottish father, I’ve built Bayesian models for football prediction—yet the most dangerous flaw isn’t the math. It’s who we let decide. When algorithms replace human judgment, fairness vanishes. This piece exposes five overlooked signals in AI-driven sports analytics—and why your trust may be misplaced.