4th Judge

The 4th Judge introduced the first AI-powered boxing judge. Trained on over a century of data, the system analysed fights in real time, scoring rounds alongside official judges. Debuting during a major title fight, it provided an objective, data-driven scorecard to compare against human decisions. By bringing transparency to one of boxing’s most controversial elements, the work transformed judging from a hidden process into a visible, debatable part of the sport.