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The AI Magazine

TACTICS · 4 minxG: the model that taught computers to value a shotExpected goals are the probability, estimated by a model, that a shot becomes a goal.REFEREEING · 3 minSemi-automated offside: the AI that tracks 22 playersCameras, computer vision and a sensor in the ball help decide whether there was an offside. The decision is …REFEREEING · 4 minVAR and AI: what the machine does and what the person decidesVAR is a human team with video. AI appears in tools such as semi-automated offside.REFEREEING · 3 minGoal line: computer vision that tracks the ballCamera-based systems calculate in milliseconds whether the ball crossed the line. The AI “sees” what the eye…REFEREEING · 4 minReferees assisted by AI? What exists and what is missingTechnology already helps with offside and the goal line. Judgement calls are still human.

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