As a data-driven sports analyst with an IT background, I’ve watched how officiating distorts outcomes—not just in basketball, but across every contact sport. Football? Often overrated. But in non-contact disciplines like archery or shooting, the human referee fades into irrelevance. What truly reshapes athletic fairness isn't force—it’s algorithmic judgment. This is where quiet awe meets cold logic: when machines calculate what no one else noticed.