How generative AI could change how we think and speak

Source: The Conversation – UK – By Antonio Cerella, Senior Lecturer, Social and Political Studies, Nottingham Trent University

Maya Labs/Shutterstock

There’s no doubt that artificial intelligence (AI) will have a profound impact on our economies, work and lifestyle. But could this technology also shape the way we think and speak?

AI can be used to draft essays and solve problems in mere seconds that otherwise might take us minutes or hours. When we shift to an over-reliance on such tools, we arguably fail to exercise key skills such as critical thinking and our ability to use language creatively. Precedents from psychology and neuroscience research hint that we should take the possibility seriously.

There are several precedents for technology reconfiguring our minds, rather than just assisting them. Research shows that people who rely on GPS tend to lose part of their ability to form mental maps.

London taxi drivers once memorised hundreds of streets before the advent of satellite navigation. These drivers developed enlarged hippocampi as a result of this. The hippocampus is the brain region associated with spatial memory.

In one of his most striking studies, the Russian psychologist Lev Vygotsky examined patients who suffered from aphasia, a disorder that impairs the ability to understand or produce speech.

When asked to say “snow is black” or to misname a colour, they could not. Their minds resisted any separation between words and things. Vygotsky saw this as the loss of a key ability: to use language as an instrument for thinking creatively, and going beyond what is given to us.

Could an over-reliance on AI produce similar problems? When language comes pre-packaged from screens, feeds, or AI systems, the link between thought and speech may begin to wither.

In education, students are using generative AI to compose essays, summarise books, and solve problems in seconds. Within an academic culture already shaped by competition, performance metrics, and quick results, such tools promise efficiency at the cost of reflection.

Many teachers will recognise those students who produce eloquent, grammatically flawless texts but reveal little understanding of what they have written. This represents the quiet erosion of thinking as a creative activity.

Quick solutions

A systematic review, published in 2024, found that over-reliance on AI affected people’s cognitive abilities, as individuals increasingly favoured quick solutions over slow ones.

A study that surveyed 285 students at universities in Pakistan and China found that using AI adversely affected human decision making and made people lazy. The researchers said: “AI performs repetitive tasks in an automated manner and does not let humans memorise, use analytical mind skills, or use cognition.”

There is also an extensive body of work on language attrition. This is the loss of proficiency in language which can be seen in real-world scenarios. For example, people tend to lose proficiency in their first language when they move to an environment where a different language is spoken. The neurolinguist Michel Paradis says that “attrition is the result of long-term lack of stimulation”.

The psychologist Lev Vygotsky believed that thought and language co-evolved. They were not born together, but through human development they fused in what he called verbal thought. Under this scenario, language is not a mere container for ideas, but is the very medium through which ideas take shape.

The child begins with a world full of sensations but poor in words. Through language, that chaotic field becomes intelligible. As we grow, our relationship with language deepens. Play becomes imagination and imagination becomes abstract thought. The adolescent learns to translate emotions into concepts, to reflect rather than react.

This capacity for abstraction liberates us from the immediacy of experience. It allows us to project ourselves into the future, to reshape the world, to remember and to hope.

But this fragile relationship can decay when language is dictated rather than discovered. The result is a culture of immediacy, dominated by emotion without understanding, expression without reflection. Students, and increasingly all of us, risk becoming editors of what has already been said, where the future is built only from recycled fragments of yesterday’s data.

The implications reach beyond education. Whoever controls the digital
infrastructure of language also controls the boundaries of imagination and debate. To surrender language to algorithms is to outsource not only communication but sovereignty – the power to define the world we share. Democracies depend on the slow work of thinking through words.

When that work is replaced by automated fluency, political life risks dissolving into slogans generated by no one in particular. This does not mean that AI must be rejected. For those who have already formed a deep, reflective relationship with language, such tools can be helpful allies – extensions of thought rather than substitutes for it.

What needs defending is the conceptual beauty of language: the freedom to build meaning through one’s own search for words. Yet defending this freedom requires more than awareness – it demands practice.

To resist the collapse of meaning, we must restore language to its living, bodily dimension, the difficult, joyful labour of finding words for our thoughts. Only by doing so can we reclaim the freedom to imagine, to deliberate, and to reinvent the future.

The Conversation

Antonio Cerella does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. How generative AI could change how we think and speak – https://theconversation.com/how-generative-ai-could-change-how-we-think-and-speak-267118

Miniature Heroes: what collecting big-headed football figures revealed to me about fan culture

Source: The Conversation – UK – By David Cook, Senior Lecturer in Marketing, Nottingham Trent University

The author’s collection of Corinthians. Author provided, CC BY-NC

If you ever visit my office, you’ll be greeted by a crowd of tiny footballers frozen in mid-stride. These are Corinthian football figures – the big-headed, plastic, caricature miniatures that once filled the shelves of 1990s stores and the pursuits of football-mad kids like me.

For me, what began as a childhood hobby has evolved into something more meaningful. In my academic life, it is now a lens through which I explore how communities co-create value, preserve culture and sustain brand legacies long after the original companies disappear.

Corinthian Marketing Ltd, the firm behind these figures, ceased operations several years ago. Yet the brand lives on. Not through corporate revival, but through the passion of collectors.

Fan-led online communities, social media content, websites and even a convention to celebrate the figures’ 30th anniversary have helped restore prominence. Many collectors buy, sell and trade figures with one another. Some go to great lengths to catalogue and showcase their collections.

A handful of more artistically minded fans even repaint them into different retro kits or sculpt and 3D-print new ones. This grassroots revival is more than nostalgia – it’s a form of co-creation.

In my doctoral study and subsequent work I have explored the concept of creating shared value (CSV). It’s an outlook originally advanced by Michael Porter, often considered the father of modern business strategy, and Mark Kramer, a social impact strategist focused on social change.

CSV encourages organisations to generate both economic and social value through collaborative engagement. It has gained traction in a variety of contexts, where value is increasingly understood as emerging from networks of people rather than isolated firms.

The Corinthian collector community exemplifies this. This community has re-energised and evolved a brand without any formal commercial backing, demonstrating how value can be cultivated and shared through community-led action.

Collecting as co-creation

This co-creation is deeply emotional. The figures tap into powerful memories — from family holidays spent hunting for rare finds in unfamiliar shops to negotiating swap deals with school friends between (and sometimes during) lessons. They also evoke the thrill of watching childhood footballing heroes in action.

Their exaggerated features and iconic kits aren’t just design quirks – they’re symbolic anchors for identity. Recent research shows that emotional branding and brand love are key drivers of consumer loyalty, especially when products evoke personal and cultural meaning.

In my own research, I have examined how emotional engagement fosters brand attachment, particularly in sport where fans form lasting bonds with teams, players and merchandise.

I still remember the thrill of stumbling upon my first ever figure on a trip to the local corner shop – right-back Warren Barton in England’s iconic Euro 96 kit. While Barton only ever made three appearances for England and didn’t even make the final Euro 96 squad – and the model itself isn’t worth anything monetarily – it represents the beginnings of my passion for collecting, and remains the most treasured piece in my collection.

Collecting is in itself a form of shared value creation. It generates cultural and emotional value, not just economic. The act of curating a collection, trading with others and preserving football history contributes to a broader ecosystem of fandom and identity. In CSV terms, this reflects the idea of “value in context” – where meaning is derived through interaction, not passive consumption.

A cupboard full of Corinthian figures
The author’s collection of Corinthians in his office.
Author provided, CC BY-NC

If you’re part of a collector community like the Corinthian Collector’s Club, you’re not just helping to shape how a brand is remembered and talked about, you’re actively reviving and reinvigorating it. This kind of involvement is what research calls “actor engagement”: the process of investing time, emotion, and creativity into shared platforms that keep a brand’s legacy alive.

What’s striking is how this mirrors the dynamics I have studied in sport sponsorship. In my research, I have explored how sponsors and event hosts co-create value with other stakeholder groups such as fans — not just through advertising, but by enabling meaningful interactions, such as educational initiatives or reducing plastic waste.

Similarly, Corinthian collectors have taken on the role of sustaining and evolving brand meaning, not through corporate strategy, but through dedicating their energy, sharing information, and taking collective action. In both cases, value is co-created through relationships – whether that be between brands and fans, products and memories, or communities and culture.

The Corinthian story shows that even in the absence of the very company that founded the product themselves, shared value can flourish when people care enough to keep it alive.

In a world increasingly dominated by digital platforms and ephemeral content, these little plastic figures can remind us that tangible artefacts still matter. They offer lessons in emotional branding, community cultivation and the enduring power of nostalgia. And they show that real, resonant value can be created not only by commercial organisations, but by the people who love what those companies once offered.


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The Conversation

David Cook does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Miniature Heroes: what collecting big-headed football figures revealed to me about fan culture – https://theconversation.com/miniature-heroes-what-collecting-big-headed-football-figures-revealed-to-me-about-fan-culture-266082

Charlie Kirk: the latest in a long line of political martyrs, from left and right

Source: The Conversation – UK – By Natasha Lindstaedt, Professor in the Department of Government, University of Essex

Donald Trump has posthumously awarded the rightwing influencer Charlie Kirk the Presidential Medal of Freedom, the highest civilian award in the US.

In an emotional ceremony at the White House on October 14, Trump told his Kirk’s widow Erika that her husband “was a martyr for truth and for freedom … From Socrates and St. Peter, from Abraham Lincoln to Martin Luther King, those who change history the most — and he really did — have always risked their lives for causes they were put on earth to defend.”

Martyrdom has a long and successful history in US political mythology. This arguably began with Joseph Warren a Boston physician and American patriot who was killed at the Battle of Bunker Hill in 1775.

Warren was involved in almost every major insurrectionary act in the Boston area before dying in battle and became a rallying point for the American independence movement.

Another martyr was abolitionist John Brown of “John Brown’s body lies a-mouldering in the grave” fame. While he was alive, Brown was seen by many as difficult and fanatical.

But after he was captured and hanged for treason in 1859, he was elevated to martyr status as a folk hero of the Unionist side in the American civil war. As the song says: “his soul goes marching on”.

Some martyrs have been tied to civil rights, democratic and independence movements – think of Martin Luther King and Medgar Evers in the US, Patrice Lumumba in Congo and Mahatma Gandhi in India, whose memory has inspired resistance to tyranny and injustice.

Bobby Sands, the imprisoned IRA MP who died in 1981 after a lengthy hunger strike that aimed to get IRA prisoners political status, is now widely credited as an important figure in the Irish republican cause. At the time, Sands and his fellow IRA soldiers were treated as terrorists by the British government.

Mythmaking for legitimacy

But it’s authoritarian movements and regimes for whom martyrs often become almost central to their ideology, helping them manufacture legitimacy through mythmaking. Authoritarian movements use martyrs to exploit people’s emotions.

They storify their deaths – exaggerating their significance and reinforcing grief, pride and vengeance through elaborate ceremonies and in monuments and school curriculums. It’s a way to shape collective memory in ways that provide a moral justification for repression and provide a rallying point for loyalty.

In fascist Italy, after the dictator Benito Mussolini took power in 1922, he had the remains of 300,000 soldiers transferred to massive new ceremonial graveyards with great ceremony and accompanied by priests loyal to Il Duce’s regime. Guidebooks, pamphlets, films and newspaper articles were used to publicise these ossuaries. They became a must-see destination for schools, universities and clubs.

Mussolini was adept at using these “fallen heroes” as a central tool of Italian fascist propaganda. From then on, any Italian fascist who had died for the cause was glorified as a hero.

His aim was to inspire others to have similar levels of loyalty and religious devotion. It’s a lesson that clearly hasn’t been lost on the current Italian prime minister, Georgia Meloni, pursuing a similar tactic in sanitising the memory of prominent figures from the country’s fascist era.

Martyrs were also important to the mythology of the Bolsheviks. Bolsheviks killed in the cause were given red funerals, which were theatrical and verged on the religious. They offered a release and motivation for zealous members in support of the movement. Graves were treated as shrines and the stories of those who died would fill Soviet schoolbooks.

Portrait of murdered Nazi stormtrooper Horst Wessel.
Stormtrooper turned Nazi saint: Horst Wessel.
Bundesarchiv, Bild

Adolf Hitler and his propaganda chief Josef Goebbels also used martyrs to great effect. The 14 Nazi party members killed during the unsuccessful Munich “beer hall putsch” of 1923 were memorialised in a square in the centre of Munich and given their own day (after the war, the four police officers killed defending the Weimar republic were given a plaque in the same square).

But the Nazi movement’s most famous martyr was Horst Wessel. A young stormtrooper who was shot in a street brawl with a communist agitator, Wessel had written a song glorifying the Nazi movement’s struggle against communism. After his death in 1930, the “Horst Wessel lied” became the Nazi anthem and his death became a justification for fighting (and after the Nazis took power, imprisoning) opponents of the Nazis.

They also serve

In North Korea, Kim Jong-suk – the wife of eternal leader Kim il-Sung – is still portrayed as a martyr for the regime in the fight against Japanese occupation and in supporting her husband. Her death is commemorated each year as a quasi-sacred event.

It all helps to reinforce a culture of unquestioning loyalty to the Kim clan dynasty. By the early 2000s, her biography became a separate subject in the North Korean curriculum, while a museum was set up in her honour.

Martyrs also play an important role in Iran. Iranians who died for the revolution have been heralded as heroes. Their photographs adorn city streets and commemorations fill the calendar.

Those that died in the Iran-Iraq war are venerated in massive murals, monuments, billboards and comic strips. Massive pictures of more recent “martyrs”, such as Qassem Soleimani, the former head of the Revolutionary Guard’s al-Quds force who was assassinated in 2020 in a US drone strike, line some of the main thoroughfares in the capital Tehran.

Donald Trump: Charlie Kirk was a “‘martyr for freedom’ .

There is an enduring power of political martyrdom that is useful to both democratic and authoritarian movements. Democrats tend to use martyrs to broaden participation and protect pluralism, while in authoritarian movements, martyr narratives often fuse faith with politics and, in some cases, glorify violence.

In the case of Charlie Kirk, some scholars have even argued that Kirk’s elevation to martyr status appears part of a Trump administration campaign to vilify the liberal left.

The deaths of key figures that are attached to certain regimes or movements can be used to persuade people beyond reason, inspire undying loyalty and bind followers more tightly to each other and to their leaders. The US is more polarised than ever over what kind of martyr Charlie Kirk has become – and what, exactly, his death is meant to symbolise.

The Conversation

Natasha Lindstaedt does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Charlie Kirk: the latest in a long line of political martyrs, from left and right – https://theconversation.com/charlie-kirk-the-latest-in-a-long-line-of-political-martyrs-from-left-and-right-266264

Lee Miller retrospective confirms her as one of the most important photographers of the 20th century

Source: The Conversation – UK – By Lynn Hilditch, Lecturer in Fine Art and Design Praxis, Liverpool Hope University

Following on from the success of Kate Winslet’s biopic Lee, released last year, Lee Miller has never been more in vogue. Unsurprisingly perhaps, tickets for the new Lee Miller retrospective at Tate Britain sold out during its first weekend.

Curated mostly in chronological order, the exhibition steers viewers through a series of gallery spaces each documenting a key era in Miller’s multi-faceted career, from Vogue model to surrealist muse, fashion photographer to war correspondent, and finally to hostess and cordon bleu cook.

Tate’s exhibition is certainly not the first UK retrospective of Miller’s work, but it is arguably the most large-scale show since The Art of Lee Miller at the V&A in 2007. This new exhibition tells Miller’s complex story through approximately 250 modern and vintage prints, film and selected original publications.

Beginning at the height of the jazz age in fashionable New York, we first encounter a striking photomaton self-portrait of Miller taken around 1927. Here, at 19, she became one of the first supermodels, posing for the likes of celebrated fashion photographers Edward Steichen and George Hoyningen-Huene.

With a letter of introduction from Steichen, she entered the exciting and hedonistic world of 1920s Paris. Here she apprenticed herself to surrealist artist Man Ray and rubbed creative shoulders with artists, writers and intellectuals, many of whom appear in the exhibition in portraits taken by Miller.

A screening of Jean Cocteau’s 1930 film The Blood of the Poet (Le sang d’un poète) shows Miller in her only film role as a statue that comes to life, placing her directly within the Parisian avant garde.

In another short, newly restored and rarely seen experimental film, Miller and Man Ray are seen filming each other with a handheld camera revealing a playful intimacy in their relationship as Man Ray blows bubbles from a clay pipe while Miller giggles as she caresses a phallic sculpture by Romanian artist Constantin Brancusi.

Many photographs in this exhibition are very familiar having been widely reproduced – from the torn curtain exposing a desert landscape (Portrait of Space, Al Bulyaweb, near Siwa, Egypt, 1937), to the portrait of Miller defiantly washing off the dirt from Dachau in Hitler’s bath, to the surreal and occasionally humorous portraits of a devastated London captured during the blitz.

However, there are several previously unseen photographs printed from Miller’s original negatives or borrowed from the archives of other creatives. Two examples include a portrait of Miller’s friend and fellow artist Eileen Agar with one of her sculptures (Eileen Agar, London, 1937), and the wonderfully disorientating shot of the Helwan Cement Factory taken in Cairo in 1936, demonstrating Miller’s innovative modernist sensibility.

Miller’s war photographs are, by their very nature, difficult viewing. Sensitively curated by Hilary Floe in consultation with Dr Andy Pearce at the UCL Centre for Holocaust Education, scenes from the concentration camps are a dramatic change in tone from the humour and pun of her Egyptian and blitz images.

In razor-sharp contrast, Miller’s photographs from Buchenwald and Dachau are like a sucker punch to the stomach – hard-hitting and painful to absorb. There was a noticeable silence in the gallery as cameras and phones were lowered, Miller’s photographs inviting us to reflect and question our own humanity.

“I usually don’t take pictures of horrors,” Miller wrote to Audrey Withers, editor of British Vogue. “But don’t think that every town and every area isn’t rich with them. I hope Vogue will feel that they can publish these pictures.” Many of them were published, transforming the fashion and lifestyle magazine into an important platform for reporting the war in Europe – particularly to the magazine’s American readership.

Miller’s photographs of refugees and children in the immediate aftermath of the war are some of her more poignant images: the haunting gaze of two children waiting for gruel soup; opera singer Irmgard Seefried singing an aria from Madam Butterfly among the ruins of the Vienna Opera House; and an old woman scavenging for scraps in the “Field of Blood” park in Vérmezõ, Budapest.

The final gallery space concludes the exhibition with a selection portraits of Miller’s friends, many taken for her final Vogue photo-essay Working Guests (1953), transporting us from the devastation of post-war Europe to the more peaceful setting of Farley Farm in East Sussex (now home to the Lee Miller Archives).

Here, Miller lived with her second husband Roland Penrose, whom she married in 1946, and her son Antony, born in 1947. Suffering from what would today be diagnosed as PTSD, and struggling with severe bouts of depression and alcoholism, Miller took on her final role. Replacing the darkroom with the kitchen she became a hostess and an established cook – a more ordinary end to an extraordinary life.

Lee Miller is showing at Tate Britain in London till 15 February 2026.


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The Conversation

Lynn Hilditch does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Lee Miller retrospective confirms her as one of the most important photographers of the 20th century – https://theconversation.com/lee-miller-retrospective-confirms-her-as-one-of-the-most-important-photographers-of-the-20th-century-267452

Grokipedia: Elon Musk is right that Wikipedia is biased, but his AI alternative will be the same at best

Source: The Conversation – UK – By Taha Yasseri, Workday Professor of Technology and Society, Trinity College Dublin

Shutterstock/Miss.Cabul

Elon Musk’s artificial intelligence company, xAI, is about to launch the early beta version of Grokipedia, a new project to rival Wikipedia.

Grokipedia has been described by Musk as a response to what he views as the “political and ideological bias” of Wikipedia. He has promised that it will provide more accurate and context-rich information by using xAI’s chatbot, Grok, to generate and verify content.

Is he right? The question of whether Wikipedia is biased has been debated since its creation in 2001.

Wikipedia’s content is written and maintained by volunteers who can only cite material that already exists in other published sources, since the platform prohibits original research. This rule, which is designed to ensure that facts can be verified, means that Wikipedia’s coverage inevitably reflects the biases of the media, academia and other institutions it draws from.

This is not limited to political bias. For example, research has repeatedly shown a significant gender imbalance among editors, with around 80%–90% identifying as male in the English-language version.

Because most of the secondary sources used by editors are also historically authored by men, Wikipedia tends to reflect a narrower view of the world, a repository of men’s knowledge rather than a balanced record of human knowledge.

The volunteer problem

Bias on collaborative platforms often emerges from who participates rather than top-down policies. Voluntary participation introduces what social scientists call self-selection bias: people who choose to contribute tend to share similar motivations, values and often political leanings.

Just as Wikipedia depends on such voluntary participation, so does, for example, Community Notes, the fact-checking feature on Musk’s X (formerly Twitter). An analyses of Community Notes, which I conducted with colleagues, shows that its most frequently cited external source – after X itself – is actually Wikipedia.

Other sources commonly used by note authors mainly cluster toward centrist or left-leaning outlets. They even use the same list of approved sources as Wikipedia – the crux of Musk’s criticism against the open online encyclopedia. Yet no-one calls out Musk for this bias.

Elon Musk's X profile
The problem with Community Notes …
Tada Images

Wikipedia at least remains one of the few large-scale platforms that openly acknowledges and documents its limitations. Neutrality is enshrined as one of its five foundational principles. Bias exists, but so does an infrastructure designed to make that bias visible and correctable.

Articles often include multiple perspectives, document controversies, even dedicate sections to conspiracy theories such as those surrounding the September 11 attacks. Disagreements are visible through edit histories and talk pages, and contested claims are marked with warnings. The platform is imperfect but self-correcting, and it is built on pluralism and open debate.

Is AI unbiased?

If Wikipedia reflects the biases of its human editors and their sources, AI has the same problem with the biases of its data.

Large language models (LLMs) such as those used by xAI’s Grok are trained on enormous datasets collected from the internet, including social media, books, news articles and Wikipedia itself. Studies have shown that LLMs reproduce existing gender, political and racial biases found in their training data.

Musk has claimed that Grok is designed to counter such distortions, but Grok itself has been accused of bias. One study in which each of four leading LLMs were asked 2,500 questions about politics showed that Grok is more politically neutral than its rivals, but still actually has a left of centre bias (the others lean further left).

Study showing the bias in LLMs

MIchael D’Angelo/Promptfoo, CC BY-SA

If the model behind Grokipedia relies on the same data and algorithms, it is difficult to see how an AI-driven encyclopedia could avoid reproducing the very biases that Musk attributes to Wikipedia.

Worse, LLMs could exacerbate the problem. They operate probabilistically, predicting the most likely next word or phrase based on statistical patterns rather than deliberation among humans. The result is what researchers call an illusion of consensus: an authoritative-sounding answer that hides the uncertainty or diversity of opinions behind it.

As a result, LLMs tend to homogenise political diversity and favour majority viewpoints over minority ones. Such systems risk turning collective knowledge into a smooth but shallow narrative. When bias is hidden beneath polished prose, readers may no longer even recognise that alternative perspectives exist.

Baby/bathwater

Having said all that, AI can still strengthen a project like Wikipedia. AI tools already help the platform to detect vandalism, suggest citations and identify inconsistencies in articles. Recent research highlights how automation can improve accuracy if used transparently and under human supervision.

AI could also help transfer knowledge across different language editions and bring the community of editors closer. Properly implemented, it could make Wikipedia more inclusive, efficient and responsive without compromising its human-centered ethos.

Wikipedia on a laptop
How much bias can you live with?
Michaelangeloop

Just as Wikipedia can learn from AI, the X platform could learn from Wikipedia’s model of consensus building. Community Notes allows users to submit and rate notes on posts, but its design limits direct discussion among contributors.

Another research project I was involved in showed that deliberation-based systems inspired by Wikipedia’s talk pages improve accuracy and trust among participants, even when the deliberation happens between humans and AI. Encouraging dialogue rather than the current simple up or down-voting could make Community Notes more transparent, pluralistic and resilient against political polarisation.

Profit and motivation

A deeper difference between Wikipedia and Grokipedia lies in their purpose and perhaps business model. Wikipedia is run by the non-profit Wikimedia Foundation, and the majority of its volunteers are motivated mainly by public interest. In contrast, xAI, X and Grokipedia are commercial ventures.

Although profit motives are not inherently unethical, they can distort incentives. When X began selling its blue check verification, credibility became a commodity rather than a marker of trust. If knowledge is monetised in similar ways, the bias may increase, shaped by what generates engagement and revenue.

True progress lies not in abandoning human collaboration but in improving it. Those who perceive bias in Wikipedia, including Musk himself, could make a greater contribution by encouraging editors from diverse political, cultural and demographic backgrounds to participate – or by joining the effort personally to improve existing articles. In an age increasingly shaped by misinformation, transparency, diversity and open debate are still our best tools for approaching truth.

The Conversation

Taha Yasseri receives funding from Research Ireland and Workday.

ref. Grokipedia: Elon Musk is right that Wikipedia is biased, but his AI alternative will be the same at best – https://theconversation.com/grokipedia-elon-musk-is-right-that-wikipedia-is-biased-but-his-ai-alternative-will-be-the-same-at-best-267557

Acne: a GP’s guide to understanding and managing it

Source: The Conversation – UK – By Dan Baumgardt, Senior Lecturer, School of Psychology and Neuroscience, University of Bristol

LightField Studios/Shutterstock

Acne is one of the most common skin conditions seen in general practice. Acne vulgaris – the most prevalent form – affects more than 80% of teenagers and young adults (in some countries, it may be as many as 95%), and tends to peak around age 18.

But acne isn’t a single condition. It appears in many forms, affects people at different ages, and can be triggered by a range of factors. Acne-like rosacea, for example, is more common in fair-skinned, middle-aged adults.

Acne may also arise from hormonal changes, exposure to certain chemicals, medications, or even from your job or hobbies. What all these types of acne share is inflammation of the skin, which produces spots and lesions of different kinds, from mild to severe.

One of the earliest and most familiar spots associated with acne vulgaris are comedones – better known as blackheads and whiteheads. Our skin is lined with tiny glands that secrete oil to keep it soft and protected. When these glands become blocked with oil and debris, they form comedones. Closed comedones appear white, while open ones darken when the clogged material reacts with air.

At this stage, acne is usually mild and non-inflammatory. Over time, however, blocked pores can become irritated and infected. When this happens, comedones can develop into papules (small, raised bumps) or pustules, which are spots filled with pus. These often become red, sore and inflamed, which helps explain why acne is so frustrating and sometimes painful.

It’s usually at this stage that the urge to squeeze the spots becomes irresistible, but squeezing rarely helps. In fact, it can make things worse, driving bacteria deeper into the skin, leading to scarring and sometimes causing large, painful cysts or abscesses. Inflammation may also trigger patchy changes in skin colour.

The underlying cause of acne in most cases is a bacterium called cutibacterium acnes, which colonises blocked oil glands. During puberty, a surge of testosterone can stimulate increased oil production, making glands more prone to clogging. Hormonal conditions such as polycystic ovary syndrome can have the same effect, as can steroid-based medications.




Read more:
PCOS affects 1 in 8 women worldwide, yet it’s often misunderstood. A name change might help


Other variations of acne exist. Acne excoriée is caused by repeated picking or scratching, which damages the skin and leaves scars. Acne cosmetica occurs when oil-based makeup blocks pores.

Then there’s acne mechanica, which develops when skin is irritated by friction, pressure or sweat. This type can affect athletes wearing tight sportswear, backpacks or helmet straps for long periods. Another curious example is “fiddler’s neck”, where violinists develop spots where the instrument rests recurrently on the chin.

A persistent myth is that acne results from poor hygiene. It’s an understandable assumption given that bacteria play a role, but it’s wrong. Acne doesn’t develop because the skin is dirty, and excessive washing or scrubbing can actually make it worse by irritating already sensitive areas.

Treatment

Treating acne can be challenging. There’s no single cure, but there are many ways to reduce how often it appears and how severe it becomes.

Some simple lifestyle changes can help. For instance, it’s best to avoid heavy, oil-based or fragranced products, as perfumes and strong additives can irritate sensitive skin and worsen inflammation. Products labelled “non-comedogenic” are formulated not to block pores, helping to prevent new breakouts.

Diet remains a controversial topic, but some evidence suggests that reducing sugar and processed foods while eating more fruit, vegetables and whole grains may be beneficial for reducing acne.

If these measures don’t help, topical medications are usually the next step. These include retinoids, which are derived from vitamin A and help calm inflammation, reduce oil production and prevent pores from becoming blocked.

Topical antibiotics can reduce the bacteria and inflammation that drive acne, and are often combined with benzoyl peroxide, which unclogs pores and acts as an antiseptic. However, benzoyl peroxide is also a bleaching agent, so it’s best to avoid contact with your favourite pillowcases or nightwear.

If topical treatments don’t work, oral antibiotics may be prescribed. Patience is important here: acne therapies often take six-to-eight weeks to show improvement.

For severe cases, dermatologists can prescribe oral retinoids (Roaccutane). These powerful medications can have serious side-effects and require close monitoring. As retinoids and some antibiotics are harmful to a developing baby, they are unsuitable during pregnancy.

Acne is far more than a cosmetic issue. It can cause lasting physical marks and have a profound psychological impact. Many people with acne experience low confidence, anxiety or depression. For some, mental health support is just as important as medication.

If your acne is getting worse or affecting your wellbeing, it’s important to see a doctor. Acne is common, but that doesn’t make it trivial. With the right treatment plan, and a little persistence, it can usually be brought under control.

The Conversation

Dan Baumgardt does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Acne: a GP’s guide to understanding and managing it – https://theconversation.com/acne-a-gps-guide-to-understanding-and-managing-it-266652

How domestic abusers use emotional bonding to control their victims – new study

Source: The Conversation – UK – By Mags Lesiak, PhD Researcher in Psychological Criminology, University of Cambridge

AYO Productions/Shutterstock

At first, it looks like love. He’s charming. Always generous, always attentive. He remembers your coffee order, listens to your stories, seems to share your pain. He tells you that you’re the only one who understands him. But as the relationship deepens, the warmth starts to fade. He becomes distant, defensive, unpredictable. You try harder to reconnect. You think: maybe it’s me.

This pattern of affection followed by withdrawal is often mistaken for the natural turbulence of intimacy. In fact, it can be a form of coercive control: a deliberate manipulation of attachment designed to entrap rather than connect.

For decades, survivors who stayed with abusive partners have been labelled by some as codependent or masochistic – blamed for the abuse and asked: “Why didn’t you just leave?” My new research with colleague Loraine Gelsthorpe, published in the journal Violence Against Women, challenges this outdated view.

We conducted in-depth interviews with 18 female survivors of abuse, and discovered a psychological “playbook” – a set of recurring strategies used to gain trust, create emotional attachment, and then use that attachment as a means of control.

Many of the women I interviewed spoke about their experiences of earlier trauma (often childhood neglect, abuse or loss) and how their abusers appeared to share similar experiences. Survivors described feeling deeply seen or “understood” by someone who shared their pain.

The perpetrators used this connection to create a sense of closeness and emotional intensity early in the relationship, but then later used it against their victims. Personal disclosures were turned into weapons – repeated back during arguments, mocked in front of others or used to justify the abuser’s own behaviour.

The study shows that “trauma bonding” is not necessarily a passive response, but rather, an attachment actively manufactured by perpetrators through grooming, trauma-sharing and manipulation – a strategy of control.

In our research, we found a recurring pattern that survivors described as the “two-faced soulmate”: the abuser who appears deeply loving, even soulful, while concealing manipulation beneath warmth.

A person holding up two sinister masks
The two-faced soulmate.
Yta23/Shutterstock

The women described cycles of unpredictable behaviour: tenderness followed by sudden withdrawal, verbal cruelty softened by moments of warmth.

Like a slot machine, the abuser delivers unpredictable rewards such as a sudden apology, a tender message or a flash of charm – just enough to keep the victim emotionally hooked. Survivors described this cycle as maddening: not knowing when affection would come, but still hoping it would.

This is what behavioural science calls intermittent reinforcement, a powerful way to condition behaviour. When rewards are rare and unpredictable, the brain doesn’t disengage, it craves and tries harder.

The bond that forms isn’t irrational, it’s neurologically reinforced. And that craving, that confusion, becomes the abuser’s tool. They don’t need to use force. The schedule of rewards does it for them.

A rising form of control

In England and Wales, reported domestic abuse is at record levels. In the year ending March 2024, 2.3 million adults experienced domestic abuse – 6.6% of women and 3% of men. While most forms of crime are falling, recorded violence against women has risen by more than a third since 2018.

Reporting of psychological abuse has also increased. In England and Wales, police recorded 45,310 offences of coercive or controlling behaviour in the year ending March 2024 – up from 17,616 in 2017.

These offences capture not physical violence but domination through monitoring, gaslighting, isolation and control over victims’ everyday lives. Research shows that coercive control is now more commonly reported than physical or sexual abuse in many contexts, and is often the primary mechanism of entrapment.

In our study, all participants reported experiencing psychological abuse, and the majority also described episodes of physical violence. However, the emotional control was not simply a parallel form of harm – it was the gateway to later physical abuse.

The emotional attachment through grooming, flattery and trauma sharing created a dependency that made subsequent physical aggression easier to dismiss, deny or endure.

Detecting invisible abuse

All participants in our study were financially independent, lived separately from their abusers and faced no explicit threats. Yet they described feeling emotionally captive – unable to leave the relationship without unbearable guilt, fear or confusion.

Coercive control in relationships isn’t obvious – it can involve subtle shifts in tone, behaviour and emotional volatility. Traditional risk assessment tools used by police are not designed to detect these subtler dynamics, and often fail to register coercive patterns when there is no recent physical violence.




Read more:
Even before deepfakes, tech was a tool of abuse and control


Survivors’ distress may be misinterpreted as personal deficits – “attachment issues”, “poor boundaries” or “emotional instability” – thus shifting the focus on to her psychology rather than his tactics of control. Participants reported being dismissed by therapists, friends and professionals, or told that their reactions were overreactions or signs of emotional fragility, not valid responses to sustained manipulation.

Organisations working with survivors need a broader understanding of abuse that includes the psychological tactics outlined in this research. Signs like emotional compulsion, sudden mood swings or manipulative displays of vulnerability are not “soft” or secondary – they are part of how abusers gain control.

Such behaviour is often missed because it doesn’t leave bruises – yet it forms the emotional infrastructure that keeps victims trapped.

If institutions continue to define coercion only through visible threats or violence, they will miss its most insidious form: control that is designed to feel like love.

The Conversation

This research was conducted as part of a PhD project funded by the UK Economic and Social Research Council (ESRC) and Pembroke College, University of Cambridge. No additional funding was received specifically for the authorship or publication of this article.

ref. How domestic abusers use emotional bonding to control their victims – new study – https://theconversation.com/how-domestic-abusers-use-emotional-bonding-to-control-their-victims-new-study-267371

Revenge quitting: is it ever a good idea to leave your job in anger?

Source: The Conversation – UK – By Kathy Hartley, Senior Lecturer in People Management, University of Salford

GaudiLab/Shutterstock

Many of us will have experienced the rage that comes with being badly treated at work – and maybe even felt the instinct to pack up and leave. Bad bosses, belittling treatment or poor pay could be behind these kneejerk emotions. But, while most employees swallow their anger and get back to work, some walk out in a way that tells their employer exactly how they feel. Welcome to the world of “revenge quitting”.

Unlike “quiet quitting”,“ where workers stay in their job but do only the bare minimum, revenge quitting is about making a loud and visible stand.

It’s a phenomenon that has now spread around the world. Quitters have filmed their exit for social media, sent scathing farewell emails or quit two hours before they were due to teach a class.

These incidents show how revenge quitting can be empowering – a way to reclaim dignity when workers feel ignored or mistreated. But this signals more than increased workplace drama or a generational change in behaviour. It indicates that when riled, some workers are ready to make their exit heard.

Economist Albert Hirschman’s classic 1970 book Exit, Voice, and Loyalty suggested that when dissatisfied, people can either use voice (speak up and complain), show loyalty (put up with it) or exit (leave). Revenge quitting is a form of exit, but one designed to send a message to employers.

Several workplace dynamics increase the likelihood of revenge quitting.

  • abusive bosses and toxic environments: research shows that abusive supervision makes workers more likely to retaliate and to quit

  • mistreatment by customers: studies also show that rudeness or incivility from clients can spark revenge intentions in frontline workers

  • emotional exhaustion: being overworked or unsupported can tip people into retaliatory behaviour, including dramatic resignations

  • social media culture: platforms like TikTok provide a stage, making quitting not just personal but performative.

Risks and alternatives

Of course, revenge quitting comes with risks. Dramatic exits may damage future careers, especially in small industries where word travels fast, or if workers quit multiple times after a relatively short stay. For those with in-demand skills or plenty of experience and a history of good performance, the risks may be lower.

So, what are the alternatives?

  • voice rather than exit: raising concerns with the HR department, wellbeing leads or trade union representatives (where they exist)

  • disengagement: quietly withdrawing, for instance by not spending time preparing for meetings or avoiding extra tasks, as a way of regaining some control.

These alternatives might ultimately harm organisations more than a worker who quits loudly (so long as revenge quitting doesn’t become a wider phenomenon in the organisation). But of course, not everyone who wants to quit can do so.

A 2023 survey found that more than half of workers worldwide would like to leave their jobs but can’t. This could be due to things like financial responsibilities, limited opportunities or family constraints.

Employment relations researchers have called these people “reluctant stayers”. One study found that around 42% of employees in two organisations were reluctant stayers. Others have found that these “stuck” employees often develop plans to retaliate. They may quietly spread negativity or undermine productivity. In the long run, this may cause more harm than revenge quitting.

The effect of revenge quitting is likely to depend on the context. In small organisations, a sudden departure can be devastating. This is especially true if the employee has rare or highly valued skills. Sudden loud quitting may also hurt the colleagues left behind to pick up the pieces.

Larger organisations may experience inconvenience but are likely to be able to absorb the shock more easily. While a loud exit by senior or highly skilled staff may have significant impact, employers will be keen to prevent this, working to resolve problems before things reach breaking point. For this reason, revenge quitting is likely to be more visible among more junior or precarious workers, who often feel less supported.

Great fanfare – Joey quit his hotel job back in 2012 with a brass band.

So what can workplaces do? Revenge quitting can be a sign that traditional employee support systems aren’t working. Many HR teams are already overstretched, and are struggling to meet all the demands placed on them. But still, there are some basic practices that employers can follow.

These include encouraging open communication so employees feel safe raising issues, as well as training managers to avoid abusive or micromanaging behaviour. And although it may seem obvious, unequal workloads and conditions will leave workers disgruntled – it’s important to ensure they are fair. Employers should also recognise the expectations of younger workers, who often prioritise respect and balance.

At its heart, revenge quitting reflects serious issues in a workplace. While leaving loudly can feel empowering for the worker, especially in the heat of the moment, it could be bad news for both employees and organisations.

This article features references to books that have been included for editorial reasons, and may contain links to bookshop.org. If you click on one of the links and go on to buy something from bookshop.org The Conversation UK may earn a commission.

The Conversation

Kathy Hartley does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Revenge quitting: is it ever a good idea to leave your job in anger? – https://theconversation.com/revenge-quitting-is-it-ever-a-good-idea-to-leave-your-job-in-anger-266823

Misophonia: having strong negative reactions to certain sounds is linked to mental inflexibility

Source: The Conversation – UK – By Helen E. Nuttall, Senior Lecturer in Cognitive Neuroscience, Lancaster University

Bana Balleh/Shutterstock.com

Hearing involves more than just the ears – it’s intimately connected to how we think and feel. A recent study has shed light on the possible links between hearing, emotion, and cognition by investigating misophonia, a condition where someone experiences an extreme emotional response to particular sounds.

If you’ve ever felt inexplicably furious at the sound of someone chewing or clicking a pen, you might have some insight into what people with misophonia experience. The triggers can be sounds made by the human body – someone eating crisps, cracking their knuckles, or breathing heavily. But it’s not just bodily sounds; a clock ticking or a dog barking can provoke the same intense reaction.

The emotional responses range from irritation to full-blown rage and disgust. These aren’t just feelings, either. Physically, people with misophonia experience fight-or-flight responses when they hear trigger sounds. For some, the condition becomes so debilitating that they avoid situations where they might encounter these sounds, which can seriously affect their daily lives and relationships.

But why do certain sounds cause such extreme reactions? The new study suggests that people with misophonia may find it harder to switch focus between emotional and non-emotional information – a skill known as “affective flexibility”.

The researchers tested 140 adults with an average age of 30, including both those with clinically significant misophonia symptoms and those whose symptoms didn’t meet clinical thresholds. Participants completed a memory and affective flexibility task, which involved both memory tasks and emotional tasks using pictures rather than sounds.

The participants were asked to switch between remembering details and judging the emotional content of pictures. The researchers found that the severity of someone’s misophonia was associated with their ability to accurately respond to emotional tasks. More severe misophonia was associated with worse accuracy on these tasks, suggesting reduced mental flexibility when dealing with emotional stimuli.

A person cracking their knuckles.
A trigger sound could be someone cracking their knuckles.
Oporty786/Shutterstock.com

The mind’s echo: why some sounds won’t let go

Based on questionnaire responses, people with more severe misophonia also showed a stronger tendency to ruminate. Rumination refers to getting stuck in negative thoughts about the past, present, or future, which can cause distress.

It’s worth noting that the questionnaires weren’t specifically about ruminating on misophonia experiences – this was a general tendency to get stuck in negative thought patterns.

Rumination is a symptom of various mental health conditions, including anxiety, depression and obsessive-compulsive disorder. This link between misophonia and rumination suggests the condition may relate to how people process emotions in general, not just how they react to certain sounds.

These findings highlight just how complex our experiences with sound can be. Hearing really is much more than just the ear doing its job. More severe misophonia may be linked to less mental flexibility around emotional situations and a stronger habit of negative thinking.

It’s crucial to understand that these findings reflect correlation, not causation. We can’t say that reduced mental flexibility causes misophonia, or that misophonia causes reduced flexibility. The relationship could work either way, or both could be influenced by some other factor entirely. Still, the researchers suggest these findings may help inform how misophonia is diagnosed in future.

There are some limitations to consider. The memory and affective flexibility task is new as of this year, so there’s limited data on how well it works. It would also be useful for future research to use sounds instead of images to better understand how visual versus auditory emotional stimuli relate to misophonia. The study also didn’t use a control task to compare emotional task switching with non-emotional task switching, which would have strengthened the findings.

Misophonia remains an underexplored area of research. We don’t really know how common it is worldwide, and research into treatment is still in early stages. There’s even debate about which disorder classification misophonia should be grouped into, if any.

For people with misophonia, the condition can seriously disrupt everyday life. A deeper exploration of the diversity in hearing experiences will be key to understanding how people process sound and how best to relieve the discomfort it brings.

The Conversation

Helen E Nuttall receives funding from UKRI, the Vivensa Foundation, North West Cancer Research, and Rosemere Cancer Foundation.

ref. Misophonia: having strong negative reactions to certain sounds is linked to mental inflexibility – https://theconversation.com/misophonia-having-strong-negative-reactions-to-certain-sounds-is-linked-to-mental-inflexibility-266844

Why India’s monsoon is becoming more extreme – even though overall rainfall has hardly increased

Source: The Conversation – UK – By Ligin Joseph, PhD Candidate, Oceanography, University of Southampton

Across India, torrential rains over the past few months have swallowed an entire village in the Himalayas, flooded Punjab’s farmlands and brought Kolkata to a standstill. This all happened in a monsoon season in which total rainfall was technically only 8% above normal.

Climate change is not simply making India’s monsoon wetter. It’s making it wilder – with longer dry spells and more extreme downpours.

The Indian summer monsoon, which delivers about 80% of the country’s annual rainfall, usually sweeps in from the Arabian Sea in early June and retreats at the end of September. Growing up in India, I remember the joy of watching the rains arrive each year, the scent of wet earth and the relief they brought after a scorching April and May. Those memories still live in me. But today, the same monsoon that once filled our rivers and hearts with hope now brings fear and uncertainty.

This year, the monsoon arrived a week early, the fastest onset in 16 years. However, an early start does not necessarily translate to higher rainfall totals for the season. The modest 8% above average hides the real story: many regions experienced unusually intense and frequent downpours.

In the Himalayan village of Dharali, for instance, a cloudburst in early August triggered flash floods that left the local market buried under sediment as high as a four-storey building. Most parts of the village were completely washed away. Scientists suspect melting glaciers and cloudbursts – both linked to a warmer climate – were to blame.

In Punjab, a state of 30 million people often called India’s “food bowl”, heavy rains drowned crops across an area roughly the size of Greater Manchester. All 23 districts of the state were affected.

Scientists say the deluge was driven by an unusual interaction between regular monsoon weather systems and “western disturbances” – storm systems that originate in the Mediterranean and typically influence India’s weather in the winter. Their overlap this year amplified rainfall across northern India.

On the other side of the country, the huge city of Kolkata was not spared either. Some areas received 332mm of rain in just a few hours, more than half of what London gets in a whole year. The rains fell just before the major Hindu festival of Durga Puja, paralysing the city. The culprit was another low-pressure system that formed over the Bay of Bengal and carried vast amounts of moisture inland.

While the south escaped the worst flooding, cities such as Mumbai and Vijayawada also saw intense cloudbursts, demonstrating the spread of extreme rainfall.

Why the monsoon is becoming more extreme

Each disaster was driven by the same underlying trend: a warmer atmosphere that can hold more moisture. For every degree of warming, the air can store about 7% more water vapour – and when that moisture is released, it falls in heavier downpours over shorter periods. This trend is now clearly visible in India’s monsoon data.

Map of India
How the number of extreme rainfall days during the summer monsoon has changed since 1951. Green areas are having more extremes; brown areas less. Extremes are increasing across southern and western India, and decreasing in parts of central and northeastern India. (Boundaries and names shown on the map do not imply official endorsement or acceptance).
Ligin Joseph (data: Indian Meteorological Department)

The number of extreme rainfall days, when daily totals exceed the top 10% of the long-term average, has risen sharply across southern and western India since the 1950s. Some regions, meanwhile, are receiving less overall rain but in stronger and more erratic bursts, meaning both droughts and floods can be a threat in the same season.

Scientists have also noticed shifts in the monsoon’s circulation and in the low-pressure systems that drive it. Climate change is pushing the whole monsoon system westward, increasing rainfall over typically arid northwestern India, while decreasing rainfall over the traditionally wetter northeast.

All this extreme rainfall is turning the monsoon from a friend into a foe. Unless we act responsibly to limit greenhouse gas emissions and become more resilient to the consequences of a changing climate, the season that sustains life across India may increasingly threaten it.


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The Conversation

Ligin Joseph receives funding from the UK’s Natural Environment Research Council (Nerc).

ref. Why India’s monsoon is becoming more extreme – even though overall rainfall has hardly increased – https://theconversation.com/why-indias-monsoon-is-becoming-more-extreme-even-though-overall-rainfall-has-hardly-increased-267159