The current wave of generative AI tools like ChatGPT will soon be surpassed by “interactive artificial intelligence”, according to AI pioneer Mustafa Suleyman. The co-founder of DeepMind, which was acquired by Google for $500 million in 2014, said the next generation of AI tools will be “a step change in the history of our species”, allowing people to not just obtain information but also order tasks and services to be carried out on their behalf. “The first wave of AI was about classification. Deep learning showed that we can train a computer to classify various types of input data: images, video, audio, language. Now we’re in the generative wave, where you take that input data and produce new data,” Mr Suleyman told MIT Technology Review. “The third wave will be the interactive phase. That’s why I’ve bet for a long time that conversation is the future interface. You know, instead of just clicking on buttons and typing, you’re going to talk to your AI.” This will allow users to ask these AI to perform tasks for them, which they will carry out by talking with other people and interacting with other AIs. “That’s a huge shift in what technology can do. It’s a very, very profound moment in the history of technology that I think many people underestimate,” he said. “Technology today is static. It does, roughly speaking, what you tell it to do. But now technology is going to be animated. It’s going to have the potential freedom, if you give it, to take actions. It’s truly a step change in the history of our species that we’re creating tools that have this kind of, you know, agency.” When questioned about the potential risks of giving artificial intelligence autonomy, Mr Suleyman said it was important to set boundaries for the technology and make sure that it is aligned with human interests. When Mr Suleyman was still working at DeepMind, his colleagues helped develop what became known as a “big red button” that would effectively serve as an off switch for rogue AI. A research paper titled ‘Safely Interruptible Agents’ described how any misbehaving robot could be shut down or overriden by a human operator in order to avoid “irreversible consequences”. Read More 10 ways AI will change the world – from curing cancer to wiping out humanity

Esme Morgan, 22, describes herself as “calm” and “assured” on the pitch. It’s no wonder. The Sheffield-born defender started her youth career with Manchester City in 2015 but her love for football first began aged just three. After joining City from her childhood club Eccleshall Rangers, she quickly progressed to the side’s under-16s Regional Talent Squad and then the Development Squad, before being selected by Nick Cushing to accompany the first-team on pre-season tours of Frankfurt and Toulouse. Aside from a loan spell at Everton, Morgan has spent her entire career at City, where she first started off as a striker before taking on a defensive role. She was then mostly employed as a centre-back but has also operated as a defensive midfielder. Morgan first signed her professional contract with the club in June 2019 and scored her first goal in a 4-0 win against Birmingham in the 2020/21 campaign. She signed an extension of her contract with the club last year. At the time, Morgan had also just made her maiden Wembley and Champions League appearances. Get all the latest Women’s World Cup odds here In September 2020, Morgan was called up to the England squad’s training camp, which provided her first taste of life with the senior Lionesses squad. The defender returned to the senior side in September last year, when she was chosen by England boss Sarina Wiegman for the first time after her impressive league performances with City. With Leah Williamson out of action at this World Cup and captain Millie Bright’s fitness in doubt, Morgan may well find herself a crucial part of England’s back four alongside the likes of Alex Greenwood, Jess Carter and Lucy Bronze. Read More England reach World Cup dividing line as Sarina Wiegman faces crunch decision Women’s World Cup TV schedule: How to watch every match today Bethany England reveals ‘biggest danger’ facing Lionesses against Colombia

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Erling Haaland has not ruled out breaking Alan Shearer’s all-time Premier League goalscoring record. Shearer scored 260 Premier League goals in 441 appearances during 14 seasons as a player with Blackburn and Newcastle before retiring in 2006. Norway and Manchester City striker Haaland has scored 44 Premier League goals in 42 appearances since arriving in England from Borussia Dortmund in time for the start of the 2022-23 season. The 23-year-old, who has notched eight goals in seven top-flight games this season, jokingly told the Telegraph: “How long is my contract? Three years and 10 months (left)? So, there is still time to do it, no?” When asked if he was serious about breaking the record during that time, Haaland added: “I didn’t say that! “That’s something you can’t think of. You have to think of the next game, the season and then these things come after a while. But if I will still be 15 years longer in England then why not? We will see.” Haaland, who has scored a total of 199 goals in 203 career appearances for Salzburg, Dortmund, City and Norway, said it was now a bigger story whenever he does not hit the target. Norwegian media when I don’t score: Goalless! That’s the headline. That’s how it is. It’s a good thing. I am not complaining at all but, also, I signed for City to score goals Erling Haaland He said: “Norwegian media when I don’t score: Goalless! That’s the headline. That’s how it is. It’s a good thing. I am not complaining at all but, also, I signed for City to score goals. “So, it was also a bit expected – maybe not so many – but I am still the one who is going to get the ball in the back of the net.” Haaland can often appear to drift out of games without touching the ball for long periods and explained how he slips into a ‘zombie’ state as he waits for his chance. “I go out of my body and become a zombie,” he added. “It’s kind of a bit of a ‘zone out’. Like looking around. Waiting for the chance. And when the chance comes I know I have to be ready, you know?” Read More Mikel Arteta urges Arsenal to bring City losing streak to an end On this day in 2010: Rebecca Adlington wins Commonwealth Games 800m gold Tottenham boss Ange Postecoglou would eradicate VAR in its current form

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