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F1 will trial artificial intelligence at this weekend’s season finale in Abu Dhabi to regulate track limit violations. A common issue in the 2023 season has been cars crossing the white line at the edge of the track with all four wheels, resulting in lap times being deleted in qualifying and the race. Yet this weekend at the Abu Dhabi Grand Prix, the sport’s governing body - the FIA - will use ‘Computer Vision’ technology that uses shape analysis to work out the number of pixels going past the track edge. The Austrian Grand Prix in July was a particularly difficult race to regulate, with just four people having to process an avalanche of some 1,200 potential violations which eventually changed the final result of the race hours later. While in Qatar in October, there were eight people assigned to assess track limits and monitor 820 corner passes, with 141 reports sent to race control who then deleted 51 laps. However, some breaches still went unpunished at October’s U.S. Grand Prix in Austin. Stewards said this month that their inability to properly enforce track limits violations at turn six was “completely unsatisfactory” and a solution needed to be found before the start of next season. Tim Malyon, the FIA’s head of remote operations and deputy race director, said the Computer Vision technology had been used effectively in medicine in areas such as scanning data from cancer screening. “They don’t want to use the Computer Vision to diagnose cancer, what they want to do is to use it to throw out the 80% of cases where there clearly is no cancer in order to give the well-trained people more time to look at the 20%,” he said. “And that’s what we are targeting.” Malyon said the extra Computer Vision layer would reduce the number of potential infringements being considered, with still fewer then going on to race control for further action. “The biggest imperative is to expand the facility and continue to invest in software, because that’s how we’ll make big strides,” he said. “The final takeaway for me is be open to new technologies and continue to evolve. “I’ve said repeatedly that the human is winning at the moment in certain areas. That might be the case now but we do feel that ultimately, real time automated policing systems are the way forward.” Additional reporting by Reuters Read More Lewis Hamilton says Red Bull chief is ‘stirring things’ over team move claim Toto Wolff and Fred Vasseur receive warnings over ‘swearing’ in Las Vegas ‘He’s stirring things!’ Lewis Hamilton takes aim at Christian Horner F1 2023 season race schedule: When is the Abu Dhabi Grand Prix? Why are Lewis Hamilton and Max Verstappen missing first practice in Abu Dhabi? Hamilton ‘made contact with Red Bull and Ferrari’ before signing new Mercedes deal

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Sergio Perez will be eyeing a dream victory on home soil at the Mexico City Grand Prix this weekend. The Red Bull driver has endured a difficult few months and has not won since Azerbaijan in April. His team-mate Max Verstappen, however, has won 15 races this season and has already sealed his third world title. Verstappen was triumphant last week at the US Grand Prix in Austin where Lewis Hamilton - who finished second - was disqualified alongside Charles Leclerc for an illegal floor. Lando Norris came home third, but was promoted to second after Hamilton’s DSQ, for his 12th podium in F1 but the McLaren driver is still chasing his first win. Verstappen won last year’s race at the Autodromo Hermanos Rodriguez. Follow updates from the Mexican Grand Prix with The Independent Read More F1 icon Willy T Ribbs: ‘There were death threats – but I was never going to play the victim’ Max Verstappen urges fans to show him respect ahead of feisty Mexican Grand Prix Lewis Hamilton claims many more cars were illegal at United States Grand Prix