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Artificial intelligence is using gallons upon gallons of water. Microsoft alone used more than 2,500 Olympic-sized swimming pools of water in its data centres last year. The latest numbers are leading to yet more questions about the sustainability and environmental dangers of the growth of artificial intelligence and related technology. Artificial intelligence requires vast computing resources, undertaking deeply complex calculations on behalf of people around the world. AI systems tend to be run in the cloud rather than on individual people’s computers, meaning that companies running them must operate vast server farms to deal with the queries of their users. Those server farms in turn need to pump in water to cool themselves down, because of the heat generated by those computers. That has long been a concern for environmentalists, but the sharp growth in artificial intelligence has led to even more use. Microsoft’s water consumption rose 34 per cent between 2021 and 2022, according to its latest environmental report, highlighted by the Associated Press. It was up to almost 1.7 billion gallons. Not all of that is from artificial intelligence. But Shaolei Ren, a researcher at the University of California, Riverside working to better understand the environmental impact of AI told the AP that the “majority of the growth” is because of the technology. Google also said that its water use had increased by 20 per cent over the same period. That varied across its different data centres, which are based in different parts of the US. For each 5 to 50 prompts, or questions, put to ChatGPT, it uses 500 millilitres of water, according to a paper that will be published by Professor Ren and his team later this year. Many technology companies have expressed concerns about their own water use, and how to minimise any negative effects of their data centres. The environmental concerns can be especially pressing because the use of water can be focused in particular areas around a data centre, meaning that the damage may not be spread. Google said last year for instance that “Wherever we use water, we are committed to doing so responsibly”. That includes analysing where water is being used and how much stress it might put on the surrounding area, for instance. Read More AI can help generate synthetic viruses and spark pandemics, warns ex-Google executive China’s ‘government-approved’ AI chatbot says Taiwan invasion likely Google launches AI to go to meetings for you

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Sam Kerr remained on the bench but thankfully for Australia, they did not need her. In a must-win match, the co-hosts did much more to keep their World Cup alive: thrashing the Olympic champions Canada to reach the knockout stages and restoring belief that looked to have been lost in the shock defeat to Nigeria. With it, Group B was flipped on its head: Ireland’s draw with Nigeria means Australia advance as group winners, avoiding a potential clash with England in the last-16. Kerr could yet return for that, but Australia finally found a way to play without their star striker and captain. It came at the perfect time with the Matildas facing elimination and a World Cup dream that was instead turning into a nightmare. Kerr was back on the bench after missing Australia’s opening two games with a calf injury, but against Canada they were instead lifted by another returning star in Mary Fowler. Ruled out of the defeat to Nigeria, a result that left Australia on the brink, Fowler returned to spark Australia’s attack into life, saving a World Cup that threatened to be over long before it was meant to. The Australia head coach Tony Gustavsson changed his shape and landed on a 4-4-2 that devastated Canada on the counter-attack, with Hayley Raso scoring a decisive brace from the right and Caitlin Foord enjoying her best performance of the tournament on the left. By the end, Australia’s position was so secure that there was no need to rush Kerr back. In her absence, Fowler has emerged as Australia’s next great hope. Badly missed against Nigeria after she was ruled out with concussion, Fowler gave Australia ideas and another option, a willing runner and clever dribbler to pull Canada out of their defensive shape. With Fowler setting Australia’s press alongside Emily van Egmond, her return meant Foord could return to the left wing, creating space for Steph Catley and restoring their key combination. It gave Australia familiarity and, even without Kerr, they had the attacking options to overwhelm Canada down the channels. Catley’s cross set up Raso’s opener inside 10 minutes, with the forward taking a touch before firing a low shot through the legs of Canada defender Ashely Lawrence. Australia were denied a second after a farcical offside, but Canada failed to take the warning with Raso scrambling in her second from a corner. Fowler’s tap-in, finished after Foord was released down the left in the second half, was then added to by Steph Catley’s late penalty. Relief had long since turned into joy, with Australia celebrating their biggest ever World Cup win, but this was meant to be nervy and a potentially disastrous night. Canada represented the worst possible opponents for a must-win decider, a side built for knockout football. In winning the Olympic gold medal, they were the team who simply refused to lose, absorbing pressure in their low-block and edging victories in games where they were second-best in possession and chances. They had cracked the code, always managing to find the breakthrough goal they needed to win close games. But at the World Cup that side did not turn up, and they became the first Olympic champions to exit at the group stage. Perhaps Chrstine Sinclair’s penalty miss in the opening stalemate with Nigeria was the moment that foreshadowed a doomed campaign - what would have been a historic goal for Sinclair, and a record sixth World Cup in which she had scored, turned into a missed opportunity. Throughout their three games, Canada only showed up in the second half against Ireland, where for 45 minutes they were able to solve some of their problems. Defensively, Canada never found a shape or structure that suited them. Kadeisha Buchanan, hooked at half time against Ireland, was overwhelmed again, struggling alongside Vanessa Gilles. Lawrence, another experienced member of their side, was often found out of position, never settling left or right. Behind them, goalkeeper Kailen Sheridan was far from the reassuring presence in goal that Canada desperately required. Bev Priestman’s four changes at half time was an alarming indication of how far Canada’s levels had fallen. It did not rescue them. Instead, Canada fell to their heaviest defeat under Priestman, a team in disarray. Australia now look the opposite: they are likely to face either Denmark or China in the last-16 and even without Kerr, this is a side who will be confident of progressing. Kerr could yet return and her World Cup is not yet over - more importantly, neither is Australia’s. Read More Kelly Smith: England can cope without Keira Walsh — here is how Lionesses can adjust Women’s World Cup group permutations: How can each team qualify? Nouhaila Benzina: The hijabi-wearing Moroccan making World Cup history