Artificial intelligence news, articles and features | New Scientist /topic/artificial-intelligence/ Science news and science articles from New Scientist Thu, 09 Jul 2026 19:03:52 +0000 en-US hourly 1 https://wordpress.org/?v=7.0.1 242057827 The 5 must-watch science shows of 2026 so far /article/2533004-the-5-must-watch-science-shows-of-2026-so-far/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Wed, 08 Jul 2026 18:00:00 +0000 http://mg27136031.200 Cecil the Lion, Hwange National Park, Zimbabwe


(UK: Channel 4; US: not available)

In 2015, an amateur trophy hunter from the US shot and killed the largest lion in Africa. The vitriol unleashed after Cecil’s death isn’t surprising (or entirely unwarranted), but what is remarkable is how this delicately-crafted film uses the case as a locus for all sorts of arguments about conservation. A symbol in life and in death, Cecil and other large, charismatic animals exist in a complex balance with humans who, one way or another, invariably stake a claim on them.

TX DATE:23-02-2026,TX WEEK:8,EMBARGOED UNTIL:17-02-2026 00:00:00,PEOPLE:Hannah Fry,DESCRIPTION:,COPYRIGHT:Curious Films,CREDIT LINE:BBC/Curious Films/Rory Langdon Down


(UK: BBC iPlayer; US: not currently available)

Almost everyone in the world now needs to have some knowledge of how AI technologies work, from all the chatbots they encounter to driverless cars and more. Mathematician Hannah Fry is an excellent person to impart such knowledge: across three episodes, she guides us through recent cases where AI has become entangled with very human problems. The series breaks down complicated topics through clear metaphors, and it benefits from Fry’s warmth, humour and complete lack of judgement towards those at the sharp end of this ultimate technological revolution.

TX DATE:15-04-2026,TX WEEK:15,EMBARGOED UNTIL:07-04-2026 00:00:00,PEOPLE:(l-r) Reid Wiseman, Victor Glover, Christina Koch, Jeremy Hansen,DESCRIPTION:Artemis II Crew,COPYRIGHT:NASA,CREDIT LINE:BBC/NASA/Wall to Wall


(UK: BBC iPlayer; US: Discovery+)

While we eagerly await Artemis III in 2027, why not revisit this year’s Artemis II mission, which returned humans on a flyby of the moon for the first time in more than 50 years? This all-too-brief film is the product of three and a half years of filming with the Artemis programme, and it’s the story of countless humans – all those behind-the-scenes engineers and designers who worked on the mission alongside the four astronauts who travelled further from Earth than anyone before them.

TX DATE:03-05-2026,TX WEEK:18,EMBARGOED UNTIL:27-04-2026 18:00:00,PEOPLE:David Attenborough,DESCRIPTION:David Attenborough during filming for the 1979 Life on Earth series.,COPYRIGHT:BBC,CREDIT LINE:BBC


(UK: BBC iPlayer; US: PBS)

The best of the many, many documentaries released to celebrate David Attenborough’s centenary was this behind-the-scenes look at the most iconic natural history series ever made. Released in 1979, the structure and tone of Life on Earth became the blueprint for almost every nature documentary that has been made ever since, and consequently has helped to define how we view the world around us. Making Life on Earth is crammed full of fascinating details from the production process, from a terrifying near-miss with armed guards in Rwanda, to Attenborough discovering that he has an allergy to donkey fur while riding the animals to the bottom of the Grand Canyon – and how it ended up ruining a close-up.

Fukushima: A Nuclear Nightmare


(UK: for rent; US: HBO Max)

Fifteen years ago, a devastating earthquake and subsequent tsunami killed 20,000 people across northern Japan and caused vital cooling systems at the Fukushima nuclear power plant to fail. Told through the most stomach-churning footage and eye-witness accounts, this film sets out exactly what went wrong and charts how a natural disaster turned into a nuclear emergency. Amid the grim details, one bright spot is the bravery of the so-called Fukushima 50, who remained onsite and risked their lives to prevent a full-scale meltdown that would have rendered vast swathes of Japan uninhabitable. Because of their actions, only one person has so far died as a result of the accident.

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The best new popular science books of July 2026 /article/2532793-the-best-new-popular-science-books-of-july-2026/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Thu, 02 Jul 2026 14:00:55 +0000 /?post_type=article&p=2532793
Australia’s tiger quoll – as featured in Dan Werb’s Our Wild Familiars, out this month
Shutterstock/Craig Dingle

It’s a hot month in London – in oh so many ways. Life, being alive and death are big themes in the new popular science books out in July, not to mention that small thing of being a human and all the messy feelings and sensory stuff that goes with it. Then there’s also AI filling the future – in ways that worry one of the world’s leading forensic scientists, as well as ethicists who are paid to think about this sort of thing. I’m looking forward to delving into the worlds of volcanoes and pharmacology, which look positively safe and stable in comparison…

by Valerie Tiberius

Can friendship with a chatbot ever be as good as friendship with a gang of flesh-and-blood besties? Is there still and will there – can there – always be something about human friendships that will elude the smartest of simulations? Ethicist and University of Minnesota professor of philosophy Valerie Tiberius sets out to argue the human case. She defines the ideal friendship as an enjoyable, close relationship built on shared activities between people who care about each other for their own sake. It will be interesting to see where her book goes with this – especially since Shannon Vallor, author ofThe AI Mirror: How to reclaim our humanity in an age of machine thinking, thinks it “provides a nuanced philosophical survey of the possibilities for human-AI relationships by highlighting their considerable risks and benefits”.

by Richard Coker

It may sound a bit gloomy, but Timor Mortis (literally “fear of death”) could hardly be more timely as we increasingly worry about the quality of end-of-life care for everyone we care about (including ourselves). Then there’s what we mean by “a good death” – and perhaps the biggest question of all, how do we live in the hyperteched 21st century in the visceral shadow of our own death? Public health doctor Richard Coker probes death’s complexities from different perspectives: biological, psychological, moral and historical. Coker has certainly done the rounds, latterly as a professor at the London School of Hygiene & Tropical Medicine, and earlier as a doctor working with people who had TB or HIV/AIDS.

by Tamie Jovanelly

This is one of the latest in the redoubtable What Everyone Needs to Know series from Oxford University Press, covering everything from gender to robots. And how could you go wrong with the subject of volcanoes? Geology professor Tamie Jovanelly has over 20 years of global research experience in volcanism, climate change, water systems and natural hazards to guide her as she answers those simple questions we might be too embarrassed to ask anyone else. Where do we find volcanoes? Can we predict when and where they will erupt? Can we harness their energy? With 1350 active volcanoes on Earth, between 50 and 70 erupting annually, not to mention climate change in the mix, explaining what makes one of nature’s most powerful forces work isn’t a simple task. Jovanelly also gives us GPS coordinates for locating volcanoes, high-definition photographs for identifying volcanic minerals and rocks – and there’s an appendix featuring 100 of the world’s most active volcanoes.

by Rod Flower

This book sounds like it might be a great companion to a title we featured in May: Nick Barber’s How to Take Drugs: A new approach to medication for better results and fewer side effects. And given the staggering 1 billion-plus prescriptions written in the UK every year – and, even more staggeringly, over five billion in the US – members of the prescribed-to public can stand all the help they can get to understand why they take the drugs they do, and what those drugs do. This is more of a history and context-builder, as Rod Flower, emeritus professor of biochemical pharmacology at Queen Mary University of London (with a big interest in inflammation and anti-inflammatories) takes us through the astonishingly fast evolution of our drug use, from healing plants and herbs to a global market just under $2 trillion – and the rise of pharmacology as a discipline. Flower also shows us how drugs really work in detail, the process of medicine development and what makes scientists think that their therapies will work as, er, advertised.

A clay counting board from Uruk, Iraq, dated to the fourth millennium BC. Data as power is explored in Roopika Risam’s new book, out this month
Osama SM Amin FRCP(Glasg)

by Roopika Risam

“Groundbreaking and provocative” is how its publishers describe Data Empire. This exploration of data as power tracks back millennia to the first clay tablets of Mesopotamia, through knotted strings keeping account to the algorithmic modern state. Their purpose sounds oddly familiar: helping states govern people/empires, and helping institutions to decide who appears on the official record and who doesn’t. As we stare, often helplessly, at the plethora of hyperconnected, pervasive, personally extractive tech heading at us, shaping the future needs the insights of people like Risam, working from her multiple perspectives, including a digital humanities and social engagement professorship at Dartmouth College, New Hampshire. Any writer would be thrilled to have the kind of applause she has attracted, with Lewis Dartnell (author of The Knowledge: How to rebuild our world from scratch) calling the book “Breathtaking in its scope” and one of the founders of VR, Jaron Lanier, describing it as the “new history of mankind demanded by our times… This book asks what we will do about data now that we have no choice but to do something.”

by Ian Bogost

In a time of excess consumption, enforced efficiency and fear of missing out, it sounds distinctly quixotic to be pursuing a more gratifying life. But Atlantic columnist and computer academic/designer Ian Bogost’s The Small Stuff is pitched as just that. From digital tickets to automated taps, say its publishers, life’s simple pleasures have been stripped away, replaced by sleek, soulless design. Bogost “uncovers how modern conveniences not only fail to deliver on their promises but also rob us of small, satisfying tasks and moments that keep us grounded and human”. So it isn’t just a matter of smelling the roses, and sitting under more trees, but reinvesting in your interactions with the material world and more labour-creating devices. Small pleasures instead of flat giant screens… can’t wait!

by Dan Werb

Brown rats, raccoons, and urban foxes; house flies and cockroaches; even dandelions and kudzu vines; they are wild creatures living alongside humans, hence the lovely Greek noun that describes them: synanthrope (syn meaning “with”; anthropos “man”). These and more exotic creatures, such as the tiger quoll or the collared delma, are at the heart of what looks like a really fascinating book. Writer and epidemiologist Dan Werb goes beyond examining the everyday roles these wild animals play in our lives: from annoyance at the activities of houseflies and urban foxes, to replacing lids in raccoon country or watching out for disease vectors from brown rats and others. He’s also interested in how we are reaching a key moment as these creatures are “arbiters of our planet’s future”, and “a key influence on the continuing evolution of our species”. Environmental destruction means that their urban habitats will increase and their numbers soar. We are going to have to stop resisting them and learn how to live in harmony. By the way, the collared delma is a tiny legless lizard, but the tiger quoll is a metre-long carnivore – a cross between a cat and a rat. Interesting futures ahead then.

Forensic anthropologist Sue Black has a new book out this month
Peter Jolly/Shutterstock

by Sue Black

This is the third book in a trilogy by Sue Black, one of the UK’s most eminent forensic scientists with 40 years of experience working on the evidence used in criminal cases. This time she’s putting science in the dock as she uses landmark cases to unpick what went wrong, where justice was served, what we should fight to preserve – and asks how AI and other forms of automation will work in court. And while there have been huge leaps forward – the discovery of DNA fingerprinting, and Black’s own vein-pattern identification work – cases like that of Andrew Malkinson, wrongly convicted and jailed for 17 years, show what happens when things go wrong. She asks if we’ll be able to cope with the future coming at us fast. “Are we prepared for AI to redact police files before they are sent to the CPS? Are we ready to accept instant interview translations? If they are incorrect, who will correct them? Who will notice? We will certainly all care,” she writes. We will indeed.

by Eleanor Drage

Confusion and fear around the fast encroachment of AI and where it may lead is completely understandable. But ethicist Eleanor Drage is exploring, as her book’s subtitle puts it, “How to stop catastrophising and build an ethical future”. She reckons we need a whole new language and some fresh ideas to determine what AI is and how we should use it. That translates into adding feminism, reparative justice and climate politics into the debate. Early endorsements include broadcaster Sandi Toksvig (“A wise and purpose-driven book to steer us out of AI doom”) and N. Katherine Hayles, author of From Bacteria to AI (“Eleanor Drage dismantles prophecies of both apocalypse and transcendence to show how we can achieve liveable futures with AI”).

by Melanie Challenger

This is one of our biggest conceptual problems: what does it mean to be alive? Researcher and natural philosopher Melanie Challengerprobes the latest discoveries in biology and physics “to reveal a radical truth: to be alive is first and foremost a way of being a body”, say the book’s publicists. This sounds great and it will be interesting to see how the argument plays out – how far Alive lives up the claims and restores “agency, purpose and meaning to organisms in an age of artificial intelligence and biodiversity loss”.

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New Scientist recommends an excellent look at the future of work /article/2530239-new-scientist-recommends-an-excellent-look-at-the-future-of-work/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Wed, 17 Jun 2026 18:00:00 +0000 http://mg27036000.200 2530239 The best new popular science books of June 2026 /article/2528852-the-best-new-popular-science-books-of-june-2026/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Tue, 02 Jun 2026 15:30:52 +0000 /?post_type=article&p=2528852
Alice Roberts has a new book out in June
David Stock
This is a month to look out for some powerful new books, with authors taking on challenges of all sorts and imagining whole new worlds. There are fresh ways to think about a cancer diagnosis, a book tackling the real inner world of hormones, in which we are all hormonal all the time, plus a major re-envisioning of the natural world where we abandon the shallows of competition for the depth and intricacies of connection and togetherness. Welcome to the symbiocene.

(editor-in-chief Alice Roberts)

It’s quite hard going to get an up-to-date grip on human evolution, even for the best-briefed adult, so a book with sophisticated text and excellent illustrations and diagrams can only be a good thing. Especially if it is curated and edited by Alice Roberts, biological anthropologist, palaeopathologist, broadcaster – and professor of public engagement in science at the University of Birmingham, UK. She worked with a generous-sized international team of experts in many fields of human evolution, including archaeology, palaeontology, anthropology and cognitive science. Each chapter is devoted to the evolution of a part of the body, including hands, lungs and the digestive system, building a complex picture of our origins and nature. There are so many questions to address: when did we invent clothes? Why are our babies altricial (underdeveloped and highly dependent at birth)? What happened to the other modern humans? Are we the only animals to have become quite so self-aware? Just the kind of book to take on a very long trip.

by Saira Hameed

For Saira Hameed, we are all hormonal, all of the time – it’s not colloquial shorthand for feeling tired, moody, puffy or all three. But then, as a consultant endocrinologist, she knows that the tiny hypothalamus (“an implausible leader of the body’s hormones”, as she calls it) controls the myriad processes that are all about everyday life and that we barely notice when they work: appetite, body weight, thirst, stress, sleep, growth, metabolism, puberty, reproduction and sex drive. This all makes for a fascinating book built around her clinical practice, featuring patients whose lives have been interrupted by the faulty signalling of any of the 50-plus hormones that run the human show. A sneak peek reveals a young boy whose life has been shattered by a brain tumour too stuck onto the hypothalamus for a clean excision. His sleep is erratic, his weight is soaring and it’s going to take more operations and tweaking hormones to approach giving him a life that works. And there are stories of terrible exhaustion and crushing infertility. It looks to be compelling stuff – and she sounds like the kind of consultant you would want on your side.

by Rowan Hooper

Rowan Hooper is New Scientist’s pod meister and a senior editor here for many years. His third book sets out to change all our minds, and to replace the dangerous shallows of competition that have brought us to the brink with a knowledge and sense of the small miracles of cooperation that have forged our natural world. The ubiquitous, lifelong partnerships between animals and plants, insects and fungi, fish and bacteria are an essential guide for a better future. Togetherness reveals the intimate connectedness of nature through stories of symbiosis. From the female wasp venturing deep inside a fig, and the intricate relationship between corals and the algae that sustain them, to the symbiotic gut microbes that influence our moods, Hooper explores how cooperation is fundamental to life and to protecting our shared future. The hope, the plan, is to change how we see the world, our place in it – and our obligation to it, so we can forge a symbiotic future. We can build nothing less than a symbiocene.

by Darby Saxbe

Darby Saxbe is a clinical psychologist and professor of psychology at the University of Southern California who has conducted one of the world’s largest longitudinal studies on men’s brains as they become fathers. She should be in a great place “to shift the narrative by showing that great parents are made, not born” and to answer the question that some might consider it premature to celebrate fathers when our culture still does so little to support mothers. “I’d answer that parenthood is not a zero-sum game… Understanding the influence of fathers helps us build the tag team of adults who are cray about their kids. That, I hope, is a cause we can all champion,” she writes. It looks like a book for a deep read and a terrific addition to the increasing number of fatherhood books, like the excellent 2024 Father Time by anthropologist and primatologist Sarah Blaffer Hrdy.

by Elizabeth Dunn and Jiaying Zhao

What could be more fun than a counter-intuitive climate book? Psychologist Elizabeth Dunn and climate behaviour scientist Jiaying Zhao (both at the University of British Columbia, Canada) assembled a pile of what sound like too-good-to-be-true propositions. Take this: can you improve your happiness and wellbeing while also reducing your carbon footprint? Or, what if the most effective ways to fight climate change made you happy?And suppose we could make ourselves, and our planet, happier at the same time? Dunn and Zhao have a point: if you likethe changes you make, you’re more likely to stick with them – and spread them across friend and family networks. So, you don’t have to become a vegan or give up flying:sub chicken for beef, and take carry-on bags. Both make a decent dent in emissions at a lower personal cost. They also urge us to approach your emissions the way you (ideally) do your finances: strategically, thoughtfully and with the long-term firmly in mind. But above all, do something and do it joyfully. And more good news, data scientist Hannah Ritchie (author of Not the End of the World, a book stuffed with climate facts and hopeful solutions) approves. “Many would argue that this is too good to be true; Dunn and Zhao expertly show us that it is not,” she writes of the book.
Leroy Chiao gives an insight into life as an astronaut in a new book

by Leroy Chiao with Victoria Bruce

What would you ask an astronaut if you could have lunch with them? Few people know how interstellar exploration feels better than Leroy Chiao, a retired NASA astronaut, former International Space Station commander and veteran of four space missions. He most recently served as commander and NASA science officer of Expedition 10 aboard the International Space Station (spending 229 days in space). Chiao is one of the first Asian-American astronauts, and, say his publishers, using his “unique perspective from flying with fellow American, Japanese and Russian professionals”, he can answer burning questions such as: what is the new space race, and who are the next generation of competitors? What is NASA working on these days? What feelings did you experience looking out at Earth from space? What does the future of space exploration look like? Will we ever make it to Mars? So, what would you ask over a three-course dinner?

by Brian Clegg

Could you accurately describe an electron, its function, genesis, discovery or future? If not, then enter Brian Clegg, with what looks like a handy refresher in the shape of a biography. Expect to hear everything from when the term was originally coined as a tentative name for the basic unit of electrical charge to the electron’s increasing centrality to our lives through electricity. Roger Highfield,science director of The Science Museum, UK, reckons that in “34 brisk, brilliantly crafted chapters, he sweeps through centuries of discovery: essential reading for our electrified age”.

by Kojo Koram

As “the 20th-century distinctions between ‘good’ and ‘bad’ drugs blur into incoherence”, The Next Fix by law professor and investigative journalist Kojo Koram is billed by one of its early reviewers as a guide to the new territory in which “yesterday’s banned substances are today’s wellness aids or pharmaceutical miracles”. Tricky territory indeed. Especially as it’s a bit of a no-brainer that the so-called War on Drugs will only be replaced by an approach based on the same old monopolies and exploitation that caused so many problems in the first place – from poverty to deforestation, pollution and loss of biodiversity. Koram tracks the tensions along a newly legalised frontier, exploring the possibilities of drug reform versus a new chapter in capitalism creating “a smooth transition from cartel barons to Wall Street oligopolies”.

by Jessica Pykett

Data from facial emotion recognition, brain-computer interfaces, virtual reality, global emotion surveys and sentiment analysis seem to offer an extraordinary new terrain for scientific exploration. Emotion-sensing promises to decode and even to augment and control the very essence of human experience. But what if the science and technology of emotion measurement get emotions wrong? InGoverning Global Emotions, Jessica Pykett, professor of social and political geography and codirector of the Centre for Urban Wellbeing at the University of Birmingham, UK, describes how technologies create emotional data, how smart cities use sensors to monitor residents’ feelings and how global economies measure happiness. In an age of ever-increasing surveillance capitalism and the rise of neurocapitalism, that should make for an interesting read.

by Janet L. Jones

How much do we know about the psychology and neurology of one our companion animals, the charismatic horse? Somehow, say the publishers of A Horse’s World by Janet L. Jones, horses have been largely ignored by cognitive science even though the bond between horse and rider is every bit as strong as any other cross-species relationship. Neuroscientist and horse trainer Jones is up for producing an equine version of An Immense Worldor Soul of an Octopus, through her own relationship with a horse called True North. Her account claims to be the first book of its kind to explore the fascinating science of how horses think, feel, learn and connect with their human companions, as Jones exposes common misconceptions that cause us to fault horses for “misbehaviours” that are normal prey-brain responses. She also explains, among many other features, how horses trade a human-style prefrontal cortex – capable of judgment, manipulation and complex strategic thinking – for powerful memory that supports excellent intelligence. Given the first MRI scan of an equine brain was not completed until 2019, there is still a vast deal to learn about equine neurology and neural physiology – and how to build trust with a creature whose internal world differs from our own.
Louis Lefebre’s new book delves into the cognitive capacity of birds, like this grey crow
Aleksandr Lazarenko/Shutterstock

by Louis Lefebvre, translated by Pablo Strauss

Just in case there are any lingering doubts about the cognitive capacity of birds, biologist and avian researcher Louis Lefebvre looks sure to dispel them in this book, which sets out to reveal how birds exhibit creativity, social learning and even cultural transmission, delving into the behaviours of everything from crows using cars as nutcrackers to cockatoos crafting tools. Blending decades of scientific research with anecdotes, Lefebvre derives an “innovation quotient” (like a human IQ) to measure and rank the innovation of a particular species. He answers questions about how a bird species spreads a new technique, why research on bird cognition is being used to train AI models and robots and what makes certain birds endlessly innovative, while others stubbornly repeat the same behaviours. Nicky Clayton, professor of comparative cognition at the University of Cambridge, has described the book as “an amazing avian adventure… Like a profound magic effect, there are hidden gems on every page, tailored to both the general public and the in-depth expert.”

by Beeban Kidron

What has Bridget Jones got to do with moves to fight back against the excesses of big tech? The two are united in the person of author Baroness Beeban Kidron, now a crossbench peer and campaigner in the UK’s second house, the House of Lords – and once a film director (Bridget Jones: Edge of Reason). Her book Users is being promoted as an insider’s guide to how politicians and policymakers have sold democracy to Silicon Valley, and what we need to do to take it back. Kidron takes us on a journey from the halls of Parliament and the UN to the White House and Silicon Valley. Through her encounters with specialist police officers, bereaved parents, lobbyists and tech bros, says the publisher, we witness the unchecked power of Big Tech, as they avoid rules and regulations, and capture governments that are meant to protect us. We see how the issue is not technology itself, but its use and abuse. How tools built to connect people are redeployed to divide, punish, distract, and control; while tech overlords come to own everything – but continue to be held responsible for nothing. In February, she told The Bookseller: “Usersis my answer to the hundreds of people who have contacted me feeling uncomfortable, overwhelmed or simply angry about technology – asking, ‘What can we do?’ My greatest wish is that readers find something in it that inspires them to act – in their homes, communities and workplaces – and to demand more from those in power.”

by Michael Handford

Michael Handford’s story sounds like it will be terrible, powerful and ultimately fascinating – probably in equal measure. He was an academic specialising in intercultural communication when he received a stage 4 throat cancer diagnosis at the age of 42 while living and working in Japan and the UK. According to his publisher, his book “examines how communication – whether with doctors, loved ones, or oneself – can shape the cancer experience”. Hanford even worked on devising his own metaphor for cancer, not caring for the more stereotypical ones involving battles. Now that’s a class act. ]]>
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A golden age of maths is dawning and mathematicians are freaking out /article/2526650-a-golden-age-of-maths-is-dawning-and-mathematicians-are-freaking-out/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Mon, 01 Jun 2026 15:00:40 +0000 /?post_type=article&p=2526650 2526650 How human error became a weapon against large language models /article/2528529-how-human-error-became-a-weapon-against-large-language-models/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Mon, 01 Jun 2026 15:00:31 +0000 /?post_type=article&p=2528529
Typos are a sign of a human writer… for now
Marc De Simone/Alamy

Recently, a friend told me over coffee about some disheartening feedback she had received. “They said it was good,” she said, “but that it read like it was written by AI.” Knowing her, I understood immediately what had happened. Her credibility was being questioned not because her work was poor, but because it was too good – too clear, too fluent, too polished.

The rapid acceleration of artificial intelligence tools is changing how we think about good writing. In the digital age, it is increasingly important to signal that an actual person – not a faceless large language model – is behind the words. One paradoxical way of doing this is, surprisingly, to damage the quality of your own writing.

Alan Turing even made such a suggestion in the 1950s: sprinkle in a few deliberate typographical errors to appear more convincingly human. The irony, of course, is that Turing was addressing that advice to machines.

My friend’s experience isn’t an isolated one. Writing well, once a mark of skill, has become, for a growing number of readers, reviewers and hiring managers, a source of moral suspicion. The skills we once used to signal intelligence and effort – clarity, precision, a well-turned sentence – are starting to lose their meaning.

The problem lies in our inability to easily detect AI-written content, making false positives (that is, wrongly accusing someone of using AI tools) a serious concern. have shown that can reliably distinguish between human- and machine-generated writing. When human- and AI-generated writing is intermixed, performance becomes even worse. As a result, that had been using plagiarism-detection tools for AI detection have stopped due to concerns about their reliability.

In this climate of uncertainty, some writers have reached for the only signal still available to them: the aptly named human error. A repeated word, a small grammatical slip, a slightly clunky phrase – these have started to function less as signs of carelessness and more as proof of a genuine human hand. The defect has become the credential.

Errors are already being deployed strategically in competitive contexts – , job applications, professional correspondence. Recruiters have begun advising applicants to leave a single deliberate typo in a cover letter, precisely to signal that an interested human wrote it.

Of course, none of this is stable, and the currency of the error signal is on borrowed time. Once imperfection becomes a recognised sign of authenticity, it immediately becomes available for imitation. Users will ask AI systems to sound rougher, less polished and more human. The systems will comply and soon become adept at performing calibrated incompetence.

The path ahead towards reclaiming authenticity is unclear. Perhaps some situations will demand more direct proof of authorship without the assistance of AI: face-to-face, unmediated assessments, handwritten submissions and real-time explanations. Or, in a world increasingly saturated by AI tools, maybe the decisive skill will simply be knowing how to use them well. Some universities have allowed students to use AI in exams, so long as they submit their prompts as part of the assessment.

What seems certain, however, is that the old traces of authenticity and authorship have become harder to define and locate – and even where they exist, they arrive shadowed by suspicion.

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Mathematical AI helps researchers crack 50-year-old problem /article/2528290-mathematical-ai-helps-researchers-crack-50-year-old-problem/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Thu, 28 May 2026 15:00:57 +0000 /?post_type=article&p=2528290 2528290 Start-ups are racing to revolutionise mathematics with AI /article/2528160-start-ups-are-racing-to-revolutionise-mathematics-with-ai/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Thu, 28 May 2026 12:00:09 +0000 /?post_type=article&p=2528160 2528160 Unsettling dance piece explores how AI is warping human relationships /article/2527682-unsettling-dance-piece-explores-how-ai-is-warping-human-relationships/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Wed, 27 May 2026 18:00:00 +0000 http://mg27035970.700 2527682 Mathematicians stunned by AI’s biggest breakthrough in mathematics yet /article/2527564-mathematicians-stunned-by-ais-biggest-breakthrough-in-mathematics-yet/?utm_campaign=RSS|NSNS&utm_content=artificial-intelligence&utm_medium=RSS&utm_source=NSNS Thu, 21 May 2026 15:13:12 +0000 /?post_type=article&p=2527564 2527564