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"It's an interesting question. I'm almost not sure how to answer it, because there is no thinking happening on the part of an LLM. A large language model takes the prompts and the text that you give it and tries to come up with something that is responsive and useful in relation to that text. And what's interesting is that certain people - I'm thinking of Mark Andreessen most prominently - have talked about how amazing this is conceptually from an education perspective, because with LLMs you will have this infinitely patient teacher. But that's actually not what you want from a teacher. You want, in some sense, an impatient teacher who's going to push your thinking, who's going to try to understand what you're bringing to any task or educational experience, lift up the strengths that you have, and then work on building your knowledge in areas where you don't yet have it. I don't think LLMs are capable of doing any of that. As you say, there's no real thinking going on. It's just a prediction machine. There's an interaction, I guess, but it's an illusion. Is that the word you would use? Yes. It's the illusion of a conversation. "

"And even without parental anxiety hemming them in: where are teens to go? In the last decade, YMCA data shows that more than 4,500 youth work jobs have been cut and 750 youth centres shut down. According to the Music Venue Trust, two grassroots music venues are closing every week. The nightclub industry is in freefall. Teenagers can't hang around in parks without arousing the suspicion of overprotective adults who have decided these rare recreational spaces belong to their toddlers alone; city squares and skate parks and pedestrian zones that were once public are now being insidiously privatised, monitored via CCTV and policed by private security guards. No wonder then, that teens withdraw to online video game worlds, the last spaces they have left that remain unmediated by their parents or other authority figures - the last places where they are mostly beyond the reach of adult control."

"I'm not the only one who has been struggling with Google recently. Many users are saying its principal product, its search engine, isn't working as well as it should. They claim the ingenious vehicle that has enabled us to navigate the internet's infinite scroll of information is beginning to rust and decay. That's not to mention the company's endless court battles with rival companies and world governments, or the rise of ChatGPT, which many tout as a search engine killer; even Bill Gates said last year that once a company perfects the AI assistant or "personal agent", "you will never go to a search site again"."

"Seeing an opportunity, Franklin decided to take advantage. On 9 July, the company said that it would begin to support digital employees as part of its platform and treat them like any other employee. "Today Lattice is making AI history," Franklin pronounced. "We will be the first to give digital workers official employee records in Lattice. Digital workers will be securely onboarded, trained and assigned goals, performance metrics, appropriate systems access and even a manager. Just as any person would be." The pushback was swift - and, in many cases, brutal, particularly on LinkedIn, which is generally not known for its savage engagement like X (formerly known as Twitter). "This strategy and messaging misses the mark in a big way, and I say that as someone building an AI company," said Sawyer Middeleer, an executive at a firm that uses AI to help with sales research, on LinkedIn. "Treating AI agents as employees disrespects the humanity of your real employees. Worse, it implies that you view humans simply as 'resources' to be optimized and measured against machines. It's the exact opposite of a work environment designed to elevate the people who contribute to it.""

"The tablets are scheduled to be introduced next year, and by 2028, teachers are supposed to be using these AI textbooks for all subjects except music, art, physical education and ethics. The government hasn't shared many details about how it will all work, except that the material is supposed to be customized for different speeds of learning, with teachers using dashboards to monitor how students are doing. In response, more than 50,000 parents have signed a petition demanding that the government focus less on new tech and more on students' overall well-being: "We, as parents, are already encountering many issues at unprecedented levels arising from [our children's] exposure to digital devices." Lee Sun-youn, a mother of two, told FT, "I am worried that too much usage of digital devices could negatively affect their brain development, concentration span and ability to solve problems - they already use smartphones and tablets too much.""

"Aussies bothered by their bosses at home can now rest assured they cannot be punished for ignoring such after-hours demands. Lawmakers there passed a "right to disconnect" bill designed to end the creep of work into home life-and an explosion of unpaid overtime."

"Students using ChatGPT solved 48% more of the problems correctly, and those with the AI tutor solved 127% more problems correctly, according to the report. But their peers who did not use ChatGPT outscored them on the related tests. In fact, students using ChatGPT scored 17% worse on tests.  Kids working on their own performed the same on practice assignments and tests.  Researchers told The Hechinger Report that students are using the chatbot as a "crutch" and that it can "substantially inhibit learning.""

"Writing in the journal Science, Summerfield and colleagues from Google DeepMind report how they built the "Habermas Machine" - an AI system named after the German philosopher Jürgen Habermas. The system works by taking written views of individuals within a group and using them to generate a set of group statements designed to be acceptable to all. Group members can then rate these statements, a process that not only trains the system but allows the statement with the greatest endorsement to be selected."

"The alleged cybercriminals are thought to have carefully planned out an elaborate and hyper-targeted phishing scam that went after employees of large companies like MGM and Twilio. In fact, Scattered Spider's breach at MGM, which involved a phone call to the company's help desk, resulted in a temporary shut down of the company's hotel and casino operations, costing the company $100 million. The Scattered Spider plan of attack involved sending text messages to employees at the targeted companies while pretending to be part of their employer's IT department. The texts urged the employees to login to a link provided in the text message, otherwise, the text message claimed, their employee accounts would be deactivated."

"Perplexity then sent this knockoff story to its subscribers via a mobile push notification. It created an AI-generated podcast using the same (Forbes) reporting - without any credit to Forbes, and that became a YouTube video that outranks all Forbes content on this topic within Google search. Perplexity had taken our work, without our permission, and republished it across multiple platforms - web, video, mobile - as though it were itself a media outlet. As we dug, we found a similar rip-off of a second story at Forbes. And other stolen scoops - all the information, negligible citation - from Bloomberg and CNBC."

"Recent experiments suggest AI peer reviews tend to be surprisingly good, with 82.4% of scientists finding AI peer reviews more useful than at least some of the human reviews they received from on a paper, and other work suggests AI is reasonably good at spotting errors, though not as good as humans, yet. Regardless of how good AI gets, the scientific publishing system was not made to support AI writers writing to AI reviews for AI opinions for papers later summarized by AI. The system is going to break."

More than 140 Facebook content moderators have been diagnosed with severe post-traumatic stress disorder caused by exposure to graphic social media content including murders, suicides, child sexual abuse and terrorism. The moderators worked eight- to 10-hour days at a facility in Kenya for a company contracted by the social media firm and were found to have PTSD, generalised anxiety disorder (GAD) and major depressive disorder (MDD), by Dr Ian Kanyanya, the head of mental health services at Kenyatta National hospital in Nairobi. The mass diagnoses have been made as part of lawsuit being brought against Facebook's parent company, Meta, and Samasource Kenya, an outsourcing company that carried out content moderation for Meta using workers from across Africa.

"Her intervention emerged after Sir Paul McCartney became the latest star to back calls for laws to stop mass copyright theft by generative AI companies, warning the technology "could just take over". Bush, who shot to fame with Wuthering Heights in 1978 but whose last album was released in 2011, gave a rare interview this year in which she said she was "very keen" to make a new album, saying: "I've got lots of ideas … it's been a long time.""

The British-Canadian computer scientist often touted as a "godfather" of artificial intelligence has shortened the odds of AI wiping out humanity over the next three decades, warning the pace of change in the technology is "much faster" than expected. Prof Geoffrey Hinton, who this year was awarded the Nobel prize in physics for his work in AI, said there was a "10% to 20%" chance that AI would lead to human extinction within the next three decades. Previously Hinton had said there was a 10% chance of the technology triggering a catastrophic outcome for humanity.

"Zuckerberg has said that the platform, which has more than 3 billion people worldwide logging on to its apps every day, will be adopting an Elon Musk-style community notes format for policing what is and isn't acceptable speech on its platforms. Starting in the US, the company will be dramatically shifting the Overton window towards whoever can shout the loudest. The Meta CEO all but admitted that the move was politically motivated. "It's time to get back to our roots around free expression," he said, confessing that "restrictions on topics like immigration and gender […] are out of touch with mainstream discourse". He admitted to past "censorship mistakes" - here, probably meaning the past four years of tamping down political speech while a Democratic president was in office - and said he would "work with President Trump to push back against foreign governments going after American companies to censor more"."

"One company working on that is Denmark's Corti, which has developed AI that can listen to healthcare consultations, either over the phone or in person, and suggest follow-up questions, prompts, treatment options, as well as automating note taking. Corti says its technology processes about 150,000 patient interactions per day across hospitals, GP surgeries and healthcare institutions across Europe and the US, totalling about 100 million encounters per year. "The idea is the physician can spend more time with a patient," says Lars Maaløe, co-founder and chief technology officer at Corti. He says the technology can suggest questions based on previous conversations it has heard in other healthcare situations."

"For people who hate making mundane phone calls, Google has an AI solution. On Thursday, the tech giant announced "Ask for me," an experiment in its Search Labs testing ground for Google Search. The feature uses AI to call local businesses on your behalf and ask about pricing and availability. Currently, the feature works for calling nail salons and local mechanics for an oil change or other standard car maintenance, but according to the options menu, more businesses are coming soon. "

"The purpose of handing the economy off to the synths is so that we can do the kinds of tasks that every human would wake up in the morning eager to do. There should not be any human doing a task they find a waste of their talent. If it is a job where productivity matters, a human should not be doing it. Productivity is for robots. Humans should be doing the jobs where inefficiency reigns - art, exploration, invention, innovation, small talk, adventure, companionship. All the productive chores should be handled by the billions of AIs we make. Therefore our task right now - as humans - is to make sure that in the following decades as our biological numbers start to shrink on this planet, that we can repopulate it with a sufficient number of synthetic agents, bots, and robots with sufficient intelligence, grit, perseverance, and moral training to take over the economy in time to keep our living standards rising. We are not replacing existing humans with bots, nor are we replacing unborn humans with bots. Rather we are replacing never-to-be-born humans with bots, and the relationship that we have with those synthetic agents and ems, will be highly mutual. We build an economy around their needs, and propelled by their labor, and rewarding their work, but all of this is in service of our own definition of progress and human success."

"A complex problem that took microbiologists a decade to get to the bottom of has been solved in just two days by a new artificial intelligence (AI) tool. Professor José R Penadés and his team at Imperial College London had spent years working out and proving why some superbugs are immune to antibiotics. He gave "co-scientist" - a tool made by Google - a short prompt asking it about the core problem he had been investigating and it reached the same conclusion in 48 hours."

"Duolingo, on the other hand, is going full speed ahead with generative AI. The company announced this week that it would stop relying on human contractors for "work that AI can handle," while also committing to using AI in hiring and performance reviews. On top of that, Duolingo announced on Wednesday that it used generative AI to come up with 148 new language learning courses, doubling its total course offerings."