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A look at the day ahead in U.S. and global markets from Mike Dolan August global business soundings continue to

The 10-year-old climbed on to a tree after his family's car was swept into a river by deadly floods.

By David Randall NEW YORK U.S. stock fund flows into and out of the healthcare sector have swung

After months of rumours, ITV says familiar faces from the show will head back to find love again.

US director Woody Allen presented his 50th film to the Venice Film Festival on Monday, telling reporters he had had a "very, very lucky life," making no reference to the scandals that have dogged his latter years.

Special counsel Jack Smith is still pursuing his investigation into efforts to overturn the 2020 election a month after indicting Donald Trump for orchestrating a broad conspiracy to remain in power, a widening of the probe that raises the possibility others could still face legal peril.

Part of the wall running through China's Shanxi province was dug open, causing severe damage.

Former White House trade adviser Peter Navarro goes on trial Tuesday as the second ex-aide to former President Donald Trump to be prosecuted for criminal contempt of Congress.

The unseasonably hot weather across northwest Europe will extend into next week, with London set to exceed 30C

Provides an overview of St Pierre and Miquelon, and key facts about this French Atlantic territory.

Referees could be replaced by robots within the next 30 years, an expert in the field believes. Artificial intelligence is already prominent in officiating, with the use of VAR and goalline technology, but it is expected to heavily increase in the future. With more high-quality data available, it could be possible for matches to be officiated by an AI-powered machine, taking away the need for an on-field human referee. “Computer vision will be more and more effective in the next few years and the number of cameras on the pitch will only increase,” Aldo Comi, chief executive of leading global football analytics provider Soccerment, told the PA news agency. “The amount of data that is tagged and the quality of the models that are trained with that data will increase exponentially and thanks to that you will have AI models that can make refereeing decisions on the back of what they see on the pitch. “So we might get to the point where we don’t need a referee at all. “Before that, you will maybe have a referee but not linesmen, maybe they will be the first to disappear from the game. And you will have the referee connected to the virtual assistant, guiding them to make better decisions. “Ultimately in a matter of 20 or 30 years probably the referee will be just an AI. I am not saying this is positive, I’m just saying it is likely to happen.” The increase of AI and machine learning in football will not be restricted to officiating and it is already present in the game. The use of data analytics have helped the likes of Brighton and Brentford disrupt the established Premier League hierarchy as they have unearthed high-quality signings which they have sold on for significant profits. But the improvement in the integration of data could see managers using a virtual coach to help them with team selection and tactics. “AI can become a source of new ways of thinking about the game in the next few years,” Comi added. “If you give AI enough high-quality data, you will have the possibility to have a virtual assistant, which will have a better understanding of what is going on the pitch. Ultimately in a matter of 20 or 30 years probably the referee will be just an AI Aldo Comi, CEO of data analtyics company Soccerment “By having the data analysed by AI you can train models to better understand what will happen in the future, for example understanding the probabilities of what is happening in the next five or 10 minutes. “By having this predictive analytics, the AI can give you a so-called prescriptive analytics. It says, ‘Things are expected to go this way, in order to improve your chances I have 10 ideas’. “That could be swapping two players or changing the structure of the team. “The things that the AI suggests will be filtered by the assistant coach and then pass on the information to the manager and it will be up to him to accept. “There will be AI, but not replacing professionals, but it is more of a high-quality support. The clubs that can get this sport will outperform the ones that refrain from having it.” Comi, whose company serve several Serie A and Serie B clubs, says that people will need to learn to trust AI but the evidence of it working is already out there. He added: “It will take time to trust, but in the same way with data analytics, there are enough positive cases to say that you can out-perform the others, we have seen it with Brentford and Brighton. “The advantage that AI can give you is X times more important than data analytics.” :: Soccerment has launched a new platform, xvalue.ai, which has introduced never seen before metrics such as Gegenpressing Intensity (GPI), Expected Offensive Value Added (xOVA), Gegenpressing Efficiency (GPE) and BuildUp Disruption Percentage (BDP%), providing users with more data insights than ever before. For more details visit www.soccerment.com Read More Charity boss speaks out over ‘traumatic’ encounter with royal aide Ukraine war’s heaviest fight rages in east - follow live Football rumours: Al-Ittihad set to make record £215m bid for Mohamed Salah Joe McCarthy delighted after wrestling his way into Ireland’s World Cup squad On This Day in 2020: Ian Bell announces intention to retire from cricket

Whether you have fallen out of love with running, or have always been curious about giving it a go, finding the right time to start can feel like the biggest obstacle to getting going. With the heat of summer behind us, and winter not fully on our doorstep yet, autumn could be ideal. Here, seasoned marathon runners share why right now is the best time to get into jogging… The weather is ideal Instinctively, you may feel it’s not the best time to start training as the weather begins to get colder and wetter, and the days get shorter. “However, the cooler temperatures can offer a range of benefits,” says Tahir Shams, founder of Tooting Run Club, who ran the 2023 TCS London Marathon. These include a “reduced risk of overheating and dehydration, and it supports increased endurance which is vital for longer runs”, Shams adds. Autumn training brings opportunities for different kit and environments, too. Marathoner and Human Disco Ball fundraiser Freya Morgan enjoys the change of weather. “I get to leave behind the sticky summer weather and busy parks and go back to fresh morning runs right as the sun rises,” explains Morgan, who recently completed a 200km run for Bail for Immigration Detainees. “In the autumn, I might still head out in a T-shirt and then as the weather gets colder, a long-sleeved layer, and then will take another long-sleeved top or jacket with me, and tie it around my waist or cram it into my hydration pack,” she adds. Kit could be cheaper Exercise kit is at its most expensive generally in January, when everyone and their mum is trying to tackle a new fitness goal! Getting in there a bit earlier and snapping up some end-of-season summer gear that’s on sale, before the new season’s clothing and shoes come in, may help you build a running wardrobe you love. If you look good, you feel good, after all. The race calendar If singing up for a race will help keep you motivated to keep running, starting in autumn could put you in a good position to take on a challenge in spring. Plenty of races happen as the seasons change from the cool of winter, with the London, Tokyo and Paris marathons all taking place in spring. Half marathons take place in cities across the UK in spring too, in locations from London to Inverness. Plus you’ll find plenty of 5k and 10k options. Creating a mood-boosting routine “In September, kids go back to school and the summer is over, so it is a kickstart for your health and fitness goals,” explains Ania Gabb, an ASICS Frontrunner who has completed more than 30 marathons. “Many people may want to get into a consistent fitness routine after the excess of summer and before the winter starts,” she notes. This can be especially important ahead of the dark days of winter, which as Shams notes, “can often feel like a gloomy time of the year… Endorphins released during running is a good way to banish the winter blues.” There’s less pressure than January Finally, it can particularly helpful for beginners to start in autumn – skipping the pressure of the new year. “If you are a beginner, autumn is a really nice time of year to pick up running. You are away from the pressure of January resolutions, and the crowds of the summer, and still have some fair weather days and sunlight to get you motivated,” says Morgan. “By the time the darker bits of winter roll around, you will hopefully be in enough of a running routine to use those runs to power through the dark and soggy days. I have been running for 11 years and when my mental health dips, running has always helped.”