Almost every action on the pitch will generate digital data, from player positions, ball movement, contact points, refereeing decisions, crowd movement, and even broadcast output for viewers.

Nature asked a football-journal chief about emerging trends in the sport, from AI tools to PhD students embedded with teams.

AI is expected to be used in different ways at this year’s tournament. From smarter tactics to healthy players and safer crowds, but new risks will also be there.