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Tech May 21, 2026

AI Nobel Prize Discovery Predicted Within a Year

Anthropic co-founder Jack Clark predicts AI will help make a Nobel prize-winning discovery within 1…
The AI Prediction Timeline Anthropic co-founder Jack Clark has made a series of predictions about the rapid advancement of artificial intelligence. In a lecture at Oxford University, Clark stated that an AI system will work with humans to make a Nobel prize-winning discovery within 12 months. He also predicted that tradespeople will be helped by bipedal robots in two years, and companies run solely by AIs will be generating millions of dollars in revenue within 18 months. The Future of AI Development Clark described a “vertiginous sense of progress” in AI technology and warned that there remained plausible scenarios in which the technology had “a non-zero chance of killing everyone on the planet”. He emphasized the importance of slowing down the development of AI to give humanity more time to deal with its implications, but acknowledged that this was unlikely to happen due to commercial and geopolitical rivalries. The Risks and Challenges of AI Critics of frontier AI companies like Anthropic, OpenAI, and Google fear over-reliance on their few AI models could create a “single point of failure” in global systems. Prof Edward Harcourt, director of the Institute for Ethics in AI, warned that the rise of AIs that do more and more things for humans risks creating “cognitive atrophy” that could weaken humans’ decision-making and powers of judgment. The Call for Responsible AI Development Clark and Harcourt advocate for responsible AI development and alternative models that prioritize human involvement. Clark wants to encourage humanity to prepare for a technology that will “soon be more capable than all of us collectively”, while Harcourt suggests “Socratic” AI models that ask humans to do more of the thinking.
#Anthropic #AI #Jack Clark
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Business May 21, 2026

Aramco Workers Face Safety Risks and Exploitation in Supply Chain, Report Finds

A report by FairSquare reveals that migrant workers in Saudi Aramco's supply chain face serious saf…
The Lead: Worker Exploitation in Aramco's Supply ChainA report by human rights group FairSquare has revealed that migrant workers in Saudi Aramco's supply chain face serious safety risks and exploitation, with difficulties in claiming compensation after injuries. The findings highlight a stark contrast between Aramco's status as one of the world's most profitable companies and the treatment of workers in its extensive contractor network.The Worker's Story: Shrawan Shah Rauniyar's OrdealShrawan Shah Rauniyar, a Nepalese migrant worker, lies in a hospital bed in Saudi Arabia with his legs encased in plaster casts after being crushed under a metal beam that fell off a forklift. Despite working on a project for Saudi Aramco—one of the most profitable companies in the world—Rauniyar was not employed directly by the state-owned energy company but by a small labor supply company.When staff from Saipem (the Italian firm contracted to Aramco) visited him in hospital, they brought flowers and chocolates but delivered a blunt message: "Don't ask us about compensation. We don't know about it. You're a contract worker for us. Talk to your employer." Rauniyar alleges that men from his labor supply company later threatened him in hospital, telling him to "Go home. Otherwise, we'll kill you. We'll kick you out on the street."Less than three weeks after the accident, Rauniyar claims staff from the labor supply company "forcefully" took him to the airport and put him on a plane back to Nepal without receiving the compensation he was entitled to under his contract and Saudi law.The Report's Findings: Systemic Labor Rights AbusesFairSquare's report documents 23 cases of alleged labor rights abuses among workers employed by Aramco's contractors and subcontractors in Saudi Arabia. The report finds that migrant workers in Aramco's supply chain "are exposed to serious safety and health risks, and face significant challenges in claiming compensation in the event of injury or death."Workers interviewed by FairSquare alleged they endured grave labor rights violations, including:Exposure to extreme heatWork shifts of up to 19 hoursBeing put up in what the rights group calls "slum housing"Being paid just 1,000 rials (£200) per month for 10-hour shiftsDeductions from wages for taking days offOvercrowded living conditions with "rotten" foodThe Corporate Giant: Aramco's Scale and InfluenceThe findings are particularly striking given that Aramco is one of the wealthiest, most profitable and influential corporations in the world. As Saudi Arabia's national oil company, it provides about two-thirds of the government's revenue. It is the fourth largest company in the world by revenue, with a market value of about $1.7tn (£1.3tn) – roughly the same as the next five energy companies combined.Aramco employs more than 76,000 people, but this figure hides a far larger number of workers employed through a long and complex chain of thousands of contractors and subcontractors. These workers, who are overwhelmingly migrant laborers from South Asia, do the often difficult and dangerous work that drives Aramco's profits, from constructing its facilities to transporting its petrol.The Global Brand: Aramco's World Cup ConnectionAramco is not just the economic engine of Saudi Arabia but also plays a leading role in the kingdom's efforts to rebrand itself on the global stage, notably through sports. As one of Fifa's main sponsors, its name will be plastered all over the World Cup. However, severe labor violations were uncovered at Aramco Stadium, the first new venue to be developed for the 2034 football World Cup.Earlier this year, it was reported that the family of a Pakistani worker who fell to his death at the stadium was still waiting for compensation almost a year after his death. This case, along with others documented in FairSquare's report, raises questions about Aramco's commitment to worker safety and rights despite its high-profile global partnerships.The Legal Framework: Corporate and Government ResponsibilitiesSuch an extensive labour supply chain does not exempt Aramco from its responsibilities to its entire workforce. The UN's Guiding Principles on Business and Human Rights require companies to prevent human rights abuses "throughout their operations". Aramco appears to accept this, stating online: "Aramco is committed to supporting and empowering our workforce and the communities where we operate. The safety and wellbeing of our employees, their dependents, and our company's contractors is paramount to our strategy and operations."As a majority state-owned company, the UN's guiding principles put additional responsibilities on the Saudi government "to ensure that relevant policies, legislation and regulations regarding respect for human rights are implemented". However, the findings suggest that these principles are not being effectively enforced in practice.The Aftermath: Life After InjuryNow back in Nepal, Rauniyar is confined to a small room he rents. Doctors have told him the bones in his right leg have not joined properly and he may need further surgery, but he says he does not have the money for it. "My legs hurt when I walk. I can't lift weights. If my legs hadn't been broken, I could have worked somewhere, but not in this condition," he says.Even before the accident, Rauniyar was struggling in Saudi Arabia. He claims he was housed in overcrowded rooms "like pigs", and his fellow workers fell sick because of the "rotten" food. Now he relies on his wife's meagre teaching salary of 7000 rupees (£35) a month and some fees from tuition classes he runs for local children. "We are poor. I don't have a home. I don't have anything. My life has collapsed," he says.The Compensation Crisis: Broken PromisesUnder Saudi law, when a worker is injured or dies in the course of their job, they or their family should receive compensation from a government insurance scheme or directly from their employer. Yet compensation was only paid out in one of the six cases of injury or death documented in FairSquare's report.FairSquare's findings are consistent with reports from Human Rights Watch and the Business and Human Rights Resource Centre, which last year found evidence of rights abuses in Aramco's labour supply chain. These repeated findings suggest a systemic issue that goes beyond isolated incidents.The Industry Impact: Reputational Risks and AccountabilityThe revelations about labor conditions in Aramco's supply chain come at a time when multinational corporations face increasing scrutiny over their human rights records. As Aramco continues to expand its global partnerships and sponsorships, including high-profile sporting events like the World Cup, these findings pose significant reputational risks.The case also highlights the challenges of enforcing labor rights in complex supply chains, where responsibility is often diffused across multiple layers of contractors and subcontractors. This creates a situation where workers fall through the cracks, with no clear entity held accountable for their welfare.The Future Outlook: Calls for Reform and AccountabilityFairSquare's director, Nick McGeehan, stated: "Aramco obviously has a responsibility to protect these workers, but it also has tremendous influence to set standards that flow down its supply chain to hundreds of thousands of workers across Saudi Arabia. The neglect that we see in its supply chain indicates that it takes migrant worker protection no more seriously than the Saudi state."As global attention focuses on Saudi Arabia's hosting of the World Cup and its broader Vision 2030 economic diversification plan, there are growing calls for Aramco to demonstrate genuine commitment to worker rights. The company faces the challenge of reconciling its public commitments to safety and wellbeing with the realities faced by workers in its supply chain.
#Saudi Aramco #Labor Rights #Migrant Workers
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Environment May 21, 2026

Michelin Retires Green Star Award, Leaving Sustainable Chefs Disappointed

Michelin has abruptly retired its green star award, which recognized restaurants for sustainable pr…
The End of an Era for Sustainable GastronomyMichelin has abruptly retired its green star award, which recognized restaurants for demonstrating exceptional commitment to sustainability practices and eco-friendly cooking. The decision has left UK chefs who received the accolade feeling betrayed and questioning the timing and reasoning behind the move.The Green Star's Brief History and SignificanceIn 2020, Michelin introduced the green star as a way to acknowledge restaurants that prioritized eco-friendly ingredients, reduced waste, and demonstrated environmental responsibility. Winners received a green plaque to display and were able to feature the star on their websites, similar to the traditional Michelin stars.The award quickly became a prestigious recognition in the culinary world, with 37 restaurants across the UK and beyond earning the distinction. For many establishments, it represented not just an environmental commitment but also a significant marketing advantage that helped them stand out in a competitive industry.Economic and Professional Impact on Award-Winning RestaurantsThe loss of the green star represents more than just a symbolic change for affected restaurants. For many, it means losing a key differentiator in an increasingly crowded fine-dining market. The award provided international recognition, facilitated collaborations with other chefs, and attracted customers specifically interested in sustainable dining experiences.Restaurants like Pythouse Kitchen Garden in Wiltshire, Culture in Falmouth, and Homestead Kitchen Garden in North Yorkshire reported that the green star brought them customers who shared their environmental values. The award was particularly valuable for smaller, independent establishments that built their brand around sustainability.Industry Reactions and Broader ContextThe decision has been met with widespread disappointment from the culinary community. Piers Milburn of Pythouse Kitchen Garden expressed feeling "let down" by Michelin, noting that the company had built a platform for businesses to thrive from the accolade before abruptly removing it. Hylton Espey of Culture restaurant criticized the lack of communication, stating they learned about the changes only after the press release was issued.The retirement of the green star comes amid a broader trend of corporations reducing sustainability initiatives globally. Some chefs have expressed concern that this may reflect a wider retreat from environmental commitments, particularly in light of political shifts in certain regions.The Future of Sustainable Recognition in GastronomyIn place of the green star, Michelin has introduced "Mindful Voices," described as a "global editorial platform" about sustainable restaurants and people "pioneering new approaches in the fields of gastronomy, hospitality and wine." However, this platform will not bestow any official accolade, leading many to view it as an inadequate replacement.Some industry observers suggest the retirement may be due to branding confusion, as the green star visually resembled the traditional Michelin star, leading some customers to mistakenly believe recipients had received a full Michelin star. Despite this explanation, many chefs remain unconvinced and feel the decision undermines years of work toward more sustainable practices in the restaurant industry.
#Michelin #sustainable restaurants #UK chefs
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Tech May 21, 2026

The Green Paradox of Musk’s AI Expansion: xAI Doubles Down on Polluting Generators

xAI is facing legal challenges from the NAACP for operating unregulated gas turbines that emit high…
The Green Paradox of Musk’s AI Expansion Elon Musk’s xAI is aggressively expanding its infrastructure to power the next generation of AI, but this growth comes with a significant environmental and legal cost. The company is currently embroiled in a lawsuit over its use of polluting generators while simultaneously planning to spend billions more on the same technology, raising serious questions about the sustainability of current AI data center operations. Legal Battle Over "Mobile" Turbines Intensifies The core of the conflict lies in the interpretation of federal versus state regulations regarding air pollution. The NAACP has filed a lawsuit seeking an injunction against xAI, alleging that the company is operating dozens of unregulated gas turbines in one of the most polluted regions of the United States. Regulatory Loophole Claim: xAI argues that its turbines are "mobile" because they remain on their shipping trailers, claiming they do not require permits under Mississippi law. Federal Ruling: The EPA has ruled that turbines of this size, even if on a trailer, are subject to federal air-pollution regulations and that xAI is currently operating in violation of these laws. Current Status: As of a few weeks ago, xAI was using 46 turbines, with permits granted for only 15, creating a significant gap in compliance. Massive Financial Commitment to Polluting Tech Despite the legal risks, xAI’s financial strategy reveals a heavy reliance on gas turbine technology. The company is not just defending its current operations but is actively expanding them. $2.8 Billion Investment: The SpaceX IPO filing confirms that xAI will purchase another $2.8 billion worth of turbines for its AI infrastructure over the next three years. Specific Deal: A single deal valued at $2 billion is specifically for "mobile gas turbines," the exact technology currently under legal scrutiny. Pollution Impact: Each of these turbines has the potential to emit more than 2,000 tons of NOx pollution annually, a chemical contributor to asthma-inducing smog. Regulatory Clash Threatens AI Infrastructure The situation highlights a critical friction point in the tech industry: the race to build AI capacity versus environmental stewardship. The discrepancy between state and federal interpretations of "mobile" equipment creates a dangerous gray area that allows companies to bypass standard environmental protections. SpaceX acknowledges these risks in its IPO filing, admitting that "we currently rely significantly on natural gas and gas turbine technology to power our data center operations." The company warns that "injunctions or rescinded permits would adversely affect our AI business," suggesting that operational continuity is currently prioritized over regulatory compliance. Future Outlook: Compliance vs. Speed The immediate future for xAI appears to be a high-stakes game of regulatory roulette. While the company is betting on its ability to navigate the legal system and continue operations, the EPA’s stance indicates a potential crackdown. Operational Risk: If the NAACP’s injunction is granted or federal permits are revoked, xAI’s data center operations could be forced to shut down or relocate. Industry Precedent: This lawsuit could set a precedent for how other AI companies handle power generation in environmentally sensitive areas, potentially forcing a shift toward cleaner energy sources or stricter compliance measures.
#Elon Musk #xAI #SpaceX
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Business May 21, 2026

James Murdoch Acquires New York Magazine and Vox Media Podcast Network

James Murdoch has agreed to acquire New York Magazine and the Vox Media Podcast Network in a deal v…
The Acquisition Deal Media scion James Murdoch has agreed to acquire New York Magazine and the Vox Media Podcast Network in a deal that will significantly expand his portfolio and stands to boost his influence over news and entertainment. Strategic Importance of the Acquisition The deal, valued at more than $300m, gives Murdoch control of a storied magazine known for its coverage of culture, politics and fashion, and a podcast division whose reach, among a demographic coveted by advertisers, rivals that of cable television news networks. Key Assets Included in the Deal New York Magazine's publications, including The Cut, Vulture and Intelligencer, with a digital audience of tens of millions and more than 400,000 paying subscribers. Vox Media's podcast division, including popular podcasts like Pivot. Vox.com, a politics news site. Impact on Vox Media and Future Plans The acquisition does not include other Vox Media brands such as Eater, Popsugar and The Verge. These brands, along with SB Nation and The Dodo, will become an independent company under a new corporate name. Vox Media CEO Jim Bankoff will join Lupa Systems and will continue to lead the brands under the Vox Media label. James Murdoch's Media Expansion James Murdoch, the younger son of media mogul Rupert Murdoch, founded Lupa Systems in 2019 after stepping down as chief executive of 21st Century Fox. This acquisition reflects his deep commitment to ambitious journalism and interest in the forward edge of culture.
#James Murdoch #New York Magazine #Vox Media
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Tech May 21, 2026

IrisGo Aims to Redefine Desktop Productivity with a Proactive AI Companion

IrisGo, backed by Andrew Ng’s AI Fund, has raised $2.8 million to build a proactive desktop AI comp…
Executive Overview: IrisGo’s Vision for a Proactive Desktop CompanionIrisGo is positioning itself as the next‑generation “AI desktop buddy,” a software agent that anticipates and executes user tasks before they are explicitly requested. By combining on‑device learning with selective cloud processing, the startup promises a privacy‑first, hands‑free workflow for knowledge workers.Seed Funding and Strategic Backers Power IrisGo’s LaunchThe company closed a $2.8 million seed round earlier this year, led by Andrew Ng’s AI Fund. Additional capital and credibility come from Nvidia, Google, and a strategic OEM partnership with Acer, which will pre‑install the app on new laptops.Financial Snapshot: $2.8 Million Seed Round and Early PartnershipsFunding amount: $2.8 million seed roundLead investor: AI Fund (Andrew Ng)Key backers: Nvidia, GoogleOEM deal: Acer (beta pre‑install)Launch timeline: macOS and Windows beta released May 2026Industry Implications: Shifting the Burden of Repetitive Tasks from Knowledge Workers to AI AgentsThe platform’s “skills” library—covering email drafting, invoice processing, report generation, and code assistance—targets white‑collar employees who spend a large portion of their day on repetitive actions. By executing these tasks autonomously, IrisGo could reduce operational overhead, accelerate decision‑making, and set a new baseline for AI‑augmented productivity tools.Future Outlook: From Beta to Pre‑installed Desktop StandardWith beta feedback flowing and an OEM pipeline forming, IrisGo’s roadmap includes:Expanding the skills catalog to cover industry‑specific workflowsScaling hybrid on‑device/cloud architecture while maintaining end‑to‑end encryptionSecuring additional pre‑install agreements with major laptop manufacturersLaunching a subscription model for enterprise teams by late 2026If adoption accelerates, IrisGo could become a default component of modern workstations, reshaping how software interacts with human intent.
#IrisGo #Andrew Ng #Jeffrey Lai
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Sports May 20, 2026

Guardiola Departs Manchester City

Pep Guardiola is set to leave Manchester City after a decade of significant achievements, including…
The Era of Guardiola at Manchester City Comes to an End Pep Guardiola's departure from Manchester City signifies the conclusion of a dominant era in the Premier League. With 17 major trophies, including multiple league titles, Guardiola's impact on the club has been profound. Guardiola's Achievements at Manchester City 17 major trophies, including league titles and Champions League victories Transformed Manchester City into a dominant force in English football Known for his innovative tactics and ability to develop young players The Dark Side of Guardiola's Success However, Guardiola's success has also been marred by allegations of financial cheating. Manchester City faces charges of not submitting properly detailed accounts and spending heavily on player transfers. The Impact of Guardiola's Departure Guardiola's departure leaves a significant void at Manchester City. His influence on the club's culture and success will be difficult to replicate. The club's future success will depend on its ability to adapt to his departure and continue to innovate on and off the pitch. The Future of Manchester City As Guardiola moves on, Manchester City must navigate a new era without its iconic manager. The club's ability to maintain its dominance in the Premier League will be a key storyline in the coming seasons.
#Pep Guardiola #Manchester City #Premier League
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Business May 20, 2026

James Murdoch to Acquire Half of Vox Media in $300m Deal

James Murdoch, son of Rupert Murdoch, is set to acquire half of Vox Media, including New York magaz…
The Acquisition Deal James Murdoch, second son of publishing giant Rupert Murdoch, has agreed to acquire some of Vox Media’s assets, including New York magazine, in a deal believed to be worth around $300m. The 53-year-old publishing scion is acquiring the assets through his company, Lupa Systems, which has built up holdings in Art Basel, the traveling art fair business, and Tribeca Enterprises, the media and entertainment company co-founded by Robert De Niro, and the Indian streaming service Bodhi Tree Systems. Murdoch's Vision for Vox Media In the deal announced Wednesday, Murdoch will acquire half of Vox Media. In a twist of fate that will not be lost on media observers, the title was once owned by the elder Murdoch. The younger Murdoch told the New York Times that he was not looking to acquire a “daily news business” but wanted “longer-form, thoughtful journalism that can really speak to the culture”. “We want to create platforms where really amazing, talented people can come and do the best work of their lives,” he added. New York magazine and its online spin-offs The Cut, Vulture, Intelligencer, The Strategist, Curbed, and Grub Street, are well known for producing stories then optioned by Hollywood. The Financial Context The deal is the biggest acquisition for Murdoch since he and his family resolved a protracted dispute over future control of the family’s media holdings. As part of a settlement, James Murdoch and his siblings received about $1bn and control was handed over to the elder Lachlan Murdoch. The Future Outlook Certain Vox media properties, including Eater, Popsugar, SB Nation, The Dodo, and The Verge are not included in the transaction. In an official comment, Murdoch said the acquisition “aligns well with our existing holdings and investments and reflects both our interest in the forward edge of culture and our deep commitment to ambitious journalism and agenda-setting conversations”. The deal notably includes Vox’s podcast series, which reaches 58% of Americans monthly, according to Edison Research, including two out of three people between the ages of 18 and 54.
#James Murdoch #Vox Media #New York Magazine
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Entertainment May 20, 2026

BBC’s ‘Proper Ladies’ Brings Chaotic, Funny Lens to Muslim Teen Life

BBC’s short ‘Proper Ladies’ has sparked a social‑media storm with its chaotic humor and authentic p…
A Fresh, Chaotic Comedy Shakes Up British TVBBC’s Proper Ladies, a ten‑minute short set in a faith school, has ignited a social‑media frenzy for its “messy, chaotic, and funny” take on teenage life, drawing comparisons to Derry Girls and Some Girls.Inside “Proper Ladies”: A 10‑Minute Short About Muslim SchoolgirlsCreated by writer Sabrina Ali and based on her award‑winning stage play Dugsi Dayz, the short follows four detention‑room girls—prefect Salma (played by Samira Tahlil), entrepreneur Munira (Ebada Hassan), fashion‑focused Yasmin, and emo‑leaning Hani (Kosar Ali)—as they navigate rivalries, rebellion and absurd antics.Key scenes include a monologue about a fire‑alarm cover‑up and a subplot involving laxatives slipped into a teacher’s drink.The headteacher, portrayed by Mark Silcox, is humorously revealed to wear a toupee.Executive producer Michaela Coel supported the adaptation, offering Ali a place in her River Library writing sanctuary.Social Media Buzz and Viewer EngagementThe short’s first fan edit amassed 100,000 likes, signalling strong audience resonance. However, the cast also endured a wave of racist and Islamophobic abuse online, prompting some members to step back from social platforms.Redefining Muslim and Black Representation on ScreenAli aims to shift how Black and Muslim characters are positioned, using comedy to allow audiences to “recognise something human” without feeling instructed. She highlights the importance of open casting calls that attracted first‑time actors, expanding access to the industry.What’s Next for “Proper Ladies” and Similar StoriesThe pilot is currently in development for a full series, potentially charting a four‑year journey from stage to screen. Its success could encourage more authentic, diverse comedies in British television and inspire further investment in under‑represented voices.
#BBC #Proper Ladies #Sabrina Ali
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