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Sports May 29, 2026

Vallejo Sparks Controversy with Sexist Remark About Female Umpire at French Open

Paraguayan tennis player Adolfo Daniel Vallejo sparked controversy by claiming his French Open matc…
The Controversial Comments That Sparked DebateParaguay's Adolfo Daniel Vallejo has ignited a firestorm of criticism after stating that his French Open second-round match should not have been umpired by a woman, claiming Brazilian official Ana Carvalho was unable to control the home supporters. The comments came after Vallejo's five-hour loss to French teenager Moïse Kouamé on Court Suzanne Lenglen, where the local crowd created an intense atmosphere throughout the match.The Match Details and Vallejo's ComplaintsThe match between Vallejo and 17-year-old Kouamé turned out to be one of the most compelling of the tournament so far, with the French player eventually winning 6-3, 7-5, 3-6, 2-6, 7-6 (8) after four hours and 56 minutes of play. Vallejo expressed dissatisfaction with the time Kouamé was allowed between points, arguing that Carvalho was not strong enough to manage the crowd effectively.Speaking to Clay magazine, Vallejo made his position clear: "This sort of match needs to be umpired by a man, it's very difficult for a woman to do it. It has to be refereed by a man, because it's a very demanding crowd and you need a lot of strength to go against the crowd."Umpiring Standards and Time RegulationsAccording to tennis regulations, players are permitted 25 seconds between points, with a visible countdown clock on the scoreboard. However, umpires have discretion to delay the countdown when crowd noise interferes with play. Vallejo claimed that Kouamé took advantage of this by lying on the floor or stalling, while the crowd shouted for extended periods without intervention."The crowd was very out of line, but I understand they are supporting their compatriot," Vallejo acknowledged. "It's quite an intense crowd and that's why I was prepared. I already knew it would be like that and, to be honest, it didn't harm me, but rather strengthened him."The Backlash and Broader ImplicationsVallejo's comments have drawn immediate criticism for their sexist undertones, coming at a time when tennis has made significant strides in gender equality. The remark undermines the professionalism of female umpires who officiate at the highest levels of the sport, including Grand Slam tournaments like the French Open.The controversy highlights ongoing challenges in maintaining fair competition conditions when crowd dynamics heavily favor one player. Tournament organizers have been contacted for comment, but no official response has been released as of yet.Future Outlook for Gender Equality in TennisThis incident may prompt renewed discussions about gender equality in officiating and the treatment of female officials in professional sports. Tennis has historically been at the forefront of gender equality in sports, with equal prize money at all Grand Slam tournaments since 2007.As the sport continues to evolve, incidents like this one serve as reminders that despite progress, challenges remain in ensuring equal respect and opportunities for women in all aspects of tennis, from players to officials to administrators.
#Adolfo Daniel Vallejo #Ana Carvalho #French Open
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Lifestyle May 29, 2026

'It's become something of a craze': Influencers spark French cheese shortage

A once-niche French cheese, cancoillotte, has suddenly surged in popularity thanks to social media …
The Rise of Cancoillotte: From Niche Product to Social Media SensationIn the village of Franois, eastern France, a stream of what looks like runny, beige gloop is being potted, packaged and dispatched for delivery as fast as it can be made. The freezer room, normally piled high with pallets of the product, is almost empty. This is cancoillotte - a cheese product that until recently was little known outside the eastern Franche-Comté region - and it's experiencing unprecedented demand.The Health Food Breakthrough: Why Cancoillotte Captured Influencers' AttentionUnlike most cheeses, cancoillotte is low in fat, high in protein, cheap and until recently something of a niche product outside the Franche-Comté, the region flanking France's border with Switzerland. This unique nutritional profile has made it a favorite among health and fitness influencers who want to enjoy cheese without compromising their dietary goals.Julie Morin, director of the Poitrey la Belle Étoile fromagerie near Besançon, and president of the Association for the Promotion of Cancoillotte, said the sudden demand had taken her and the region's 22 cancoillotte producers by surprise. "There's been a slow progression in sales of cancoillotte over the last seven years, but the influencers have produced a big boom, which we didn't expect," said Morin during a tour of the fromagerie established almost 150 years ago.The Economic Impact: Shortages and Production ChallengesThe boom in sales has resulted in what producers call a "rupture" in supplies - an unprecedented shortage of the product. "What with all the new enthusiasm for the cheese and the May bank holidays we couldn't produce as much as usual so we had a bit of a shortfall, but we're making it up," explained Morin. The sudden surge in demand has caught local producers off guard, with many struggling to scale up production quickly enough to meet the new market demand.Content creator Johan Papz, with 1.5 million followers on TikTok, called it "the best day" of his life when he tasted cancoillotte, adding: "My eating has changed forever." Influencer Itscindyoff has made 178 TikTok videos lauding cancoillotte and traveled 500km to the Franche-Comté to buy as many different flavors as possible.Regional Transformation: How Cancoillotte is Changing Franche-Comté's Food LandscapeFrance may be what Charles de Gaulle described as an ungovernable country of 246 kinds of cheese, but only one of them can claim to have won the hearts of fitness fanatics and social media influencers. This sudden popularity is transforming the local food industry in Franche-Comté, where cancoillotte has been produced for centuries.The cheese even has its own eating competition. Last year's winner, Maximilien Reverchon, put away 1.75kg at Larians-et-Munans in the Franche-Comté without the help of bread or biscuits. Such cultural recognition, combined with the social media buzz, is elevating cancoillotte from a regional specialty to a national phenomenon.The Future of Cancoillotte: Sustaining the MomentumUntil now, cancoillotte has been a product that was difficult to advertise. So we are surprised and happy it's become something of a craze and hoping it will last," said Morin. Local producers are now exploring ways to capitalize on this unexpected popularity while maintaining the traditional methods that give the cheese its unique character.Nicknamed "the glue" by some local people because of its sticky consistency, the history of cancoillotte is said to date from the middle ages in the Jura mountains. It went into production around the first world war when it became popular with soldiers on the frontline. This rich heritage, combined with its modern health credentials, positions cancoillotte for potential long-term success beyond its current social media moment.
#Cancoillotte #French cheese #Social media influencers
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Health May 29, 2026

UK Study Reveals Air Pollution's Impact on Children's Lung Development

A UK study reveals that air pollution significantly impacts children's lung development, with expos…
UK Study Reveals Air Pollution's Impact on Children's Lung DevelopmentResearch shows that air pollution is slowing the lung growth of children in the UK. Scientists tracked the lung function of more than 5,000 people who were born in and around Bristol in the 1990s. Their health was assessed from birth onwards and their lungs were tested as they grew up, at eight and 15 years old and then as adults, aged 24, when their lung function should have reached its maximum.Longitudinal Study Tracks Lung Function From Birth to AdulthoodProf Ann Hansell, of the University of Leicester, who led the study, said: "Much of the evidence on health effects of air pollution relates to adults or pregnancy, but we think it's highly plausible it has impacts on growth and development of children. Those whose lungs didn't grow to maximum potential in childhood may be more vulnerable to the respiratory diseases of later life because they have a lower reserve."Dr Katie Eminson, also of the University of Leicester and a first author of the study, explained: "Lung function was measured using spirometry by trained technicians. Participants were asked to take a deep breath in, then blow out as hard and as fast as possible into a mouthpiece. A machine measured both the amount of air they can breathe out and the speed of that breath, providing an indication of how well their lungs are working."Pollution Exposure Linked to Reduced Lung CapacityThe researchers calculated the children's air pollution exposure in each trimester of pregnancy and then for each year of early childhood. This included particle pollution as well as nitrogen dioxide, a gas that comes mainly from diesel cars and fossil gas boilers.Hansell noted: "We spent literally years creating the particulate air pollution exposure estimates in pregnancy and early life, including sourcing road traffic data from Bristol city council that are not available in the national database."The researchers allowed for other factors that can affect children's health, including premature birth, breastfeeding, parental smoking and home conditions including damp.They found that breathing more air pollution during pregnancy, infancy and early childhood can slow lung development all the way up to early adulthood. The greatest impact was during adolescence, which is the time when lung growth accelerates.Health Implications Extend Beyond Respiratory SystemThose with reduced lung function face multiple health risks. "They are also more vulnerable to poorer health generally," Hansell explained. "For instance, low lung function in adults is associated with the same level of risk of heart disease as having high cholesterol. Research has also shown that people whose lung health has been affected by air pollution may be at greater risk of heart disease."An earlier study found that air pollution was reducing the growth of children's lungs in east London. There, the average nine-year-old's lungs were between 90 and 100 millilitres smaller than they should be—approximately the volume of two hen's eggs.Studies on children in Sweden showed that lung growth increased when air quality improved. Reductions in air pollution might have also allowed the Bristol children's lung growth to return closer to normal rates.Call for Action on Air Quality ProtectionEminson concluded: "While the effects in individual children are small and unlikely to have immediate clinical consequences, they shouldn't be dismissed. Because lung function tends to track from childhood into adulthood, small differences early in life may have implications for long-term health. This reinforces the importance of reducing exposures and protecting children's environments."
#Air pollution #Lung health #UK study
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World Wide May 29, 2026

Cuba's Isolation: Why Europe's Allies Have Abandoned It

Cuba faces desperate poverty and a crippling US blockade, but its traditional European allies have …
The Isolation of Cuba For many Europeans, Cuba was once a progressive cause, a plucky little country that had overthrown a corrupt regime and defended its independence against a US economic embargo. However, today Cubans are languishing in desperate poverty with little or no electricity, enduring a US blockade of fuel supplies ordered by Donald Trump. The US Blockade and Its Impact The US decision to indict Raúl Castro, Fidel's 94-year-old brother and successor, for murder shows how determined Washington is to eliminate the old guard. Factories and transportation are at a standstill for lack of power, and hospitals struggle to treat patients with scant fuel to keep emergency generators working. The Lack of Support from Europe Yet few beyond the hard-left fringes of European politics are protesting against the manifestly illegal strangulation of the Cuban economy and people. The world won't lift a finger to shield Cuba from Trump's deadly squeeze or to prevent regime change. Even indignation is in short supply. The Reasons Behind Europe's Abandonment This is partly because Cuba's traditional friends and allies – Russia, Venezuela, Mexico and Brazil – are either disabled, distracted or have bigger fish to fry with Washington. It is also because Cubans' plight is overwhelmingly due to their country's feckless rulers, who have done little to help their own people. The Future Outlook Whether Washington imposes a “deal” on Cuba's current leaders or tightens its noose in a bid to overthrow them, don’t expect Europe to do anything to stop the next episode in the “Donroe doctrine”. Europeans, too, have bigger fish to fry with Trump. They may have history with Cuba, but the US has geography and geopolitics on its side.
#Cuba #US #Europe
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Politics May 29, 2026

Judge Rejects Immediate Block on Trump’s Mail-in Voting Order

A DC District Court judge has declined to halt President Donald Trump’s executive order restricting…
The Legal Setback for Voting Rights AdvocatesThe legal battle over President Donald Trump’s attempt to tighten mail-in voting rules has taken a significant turn. Judge Carl Nichols of the District of Columbia has rejected a request by Democrats and civil rights groups to immediately block the executive order. This decision means the administration can continue moving forward with the implementation of the measure, which seeks to restrict how ballots are distributed.Judge Nichols' Rationale for Denying Immediate ReliefThe core of the ruling lies in the judge's assessment of timing. Nichols, a Trump appointee, ruled that the challengers' case was premature because the executive order has not yet been enforced. He acknowledged that the administration is still developing the specific rules and procedures required to carry out the directive.The Executive Order's Core Requirements: The measure calls on the Department of Homeland Security to compile lists of confirmed US citizens and requires the United States Postal Service (USPS) to send mail-in ballots only to voters on state-specific absentee lists.The Legal Argument: The plaintiffs argued that the order likely violates the US Constitution, which reserves the authority to set election rules for states and Congress, not the President.The Judge's View: Nichols concluded that the potential harms were too speculative at this stage, noting that Plaintiffs could renew their motions if and when the administration enforces the final rules.The Political Stakes in the 2026 MidtermsThe timing of this ruling carries significant weight for the upcoming political landscape. The ruling comes as Trump’s Republican Party faces a tight battle to maintain control of both chambers of Congress in the November 2026 midterm elections. By allowing the order to proceed without an immediate injunction, the court has effectively kept the issue of election integrity and mail-in voting at the forefront of the political discourse.The Constitutional Clash Over Election AdministrationThis ruling highlights a deepening constitutional conflict regarding the separation of powers in election administration. Voting rights groups have warned that relying on federal citizenship databases from the DHS and Social Security Administration could lead to the erroneous exclusion of legally registered voters due to outdated or inaccurate data. Furthermore, the lawsuit raised concerns that placing the responsibility for ballot distribution on the USPS—which does not directly administer elections—could create confusion and disrupt the voting process.The Road Ahead: Future Legal Battles and Potential InjunctionsWhile Judge Nichols has denied the immediate block, the legal fight is far from over. The ruling opens the door for future litigation once the administration enforces the order. US District Judge Indira Talwani in Boston is already scheduled to hear a similar case filed by a coalition of Democratic-led states on June 2. Additionally, the administration is appealing previous rulings that blocked other executive orders on citizenship requirements and ballot deadlines. Analysts predict that as the administration moves to implement these specific rules, the courts will likely face renewed pressure to intervene.
#Donald Trump #US Elections #Mail-in Voting
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Business May 29, 2026

India and US strike critical minerals deal to secure rare earth supplies

India and the US have signed a framework agreement to secure supplies of critical minerals and rare…
The India-US Critical Minerals Framework India and the United States have signed a framework agreement to secure supplies of critical minerals and rare earths, including their mining and processing, according to the Indian Ministry of External Affairs and the US embassy in India. What are Critical Minerals and Why are They Significant? Critical minerals are nonfuel minerals used to manufacture batteries, clocks, wiring, military hardware, semiconductors, and other technological products. The US describes them as “essential to the economic or national security of the US” and having “a supply chain vulnerable to disruption”. The Data Analysis: Critical Minerals Stockpile India has 13.15 million tonnes of monazite, a phosphate mineral that contains rare earth oxides, one of the main natural sources of rare earths. The Indian government estimated that the country’s monazite contains 7.23 million tonnes of rare earth oxides (REOs). By comparison, a US Geological Survey report estimated that China has an estimated 44 million tonnes of REOs in its reserves, almost half of the world’s known reserves. The Impact Analysis: Reducing Reliance on China The US and other countries rely heavily on China for these minerals, and Washington, especially under President Donald Trump, has pushed to diversify US sourcing of these minerals to reduce reliance on China. The deal matters for India because its ambitions for critical minerals development require financing, and secure offtake. The Prediction: Future Cooperation and Investment The Quad countries have also agreed to share information on good practices and technical approaches for permitting, licensing, and other regulatory processes. They also agreed to cooperate on recycling and recovery of critical minerals, including during processing, to strengthen supply chains and promote the recycling of critical minerals among Quad partners and “like‑minded” countries.
#India #US #Critical Minerals
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Sports May 28, 2026

Canada's World Cup 2026 Strategy: High Hopes Despite Historical Winless Record

As co-hosts of the 2026 World Cup, Canada enters the tournament with high expectations despite neve…
The Plan for World Cup Glory As co-hosts, Canada enter the World Cup with high expectations, despite never winning a match at a previous tournament. Since a Concacaf Nations League semi-final defeat to Mexico in March 2025 the team have lost one of 15 matches at the time of writing, a run that has included some excellent opponents such as Colombia, Ecuador, Ukraine and the USA, whom they have defeated twice in the past two years, including their first win on US soil in 57 years. The coach, Jesse Marsch, has maintained a consistent 4-4-2 with the emphasis on pressing from the front and pace in wide positions. "Some teams press to win the ball back, we press to punish and think about scoring immediately when we recover the ball," said Marsch, who is American, but has captured the hearts of many Canadians since he took the job in May 2024 and guided the team to the semi-finals of the Copa América. Canada's World Cup Schedule 12 June v Bosnia and Herzegovina, Toronto (3pm local, 8pm BST) 18 June v Qatar, Vancouver (3pm local, 11pm BST) 24 June v Switzerland, Vancouver (noon local, 8pm BST) Success at that tournament, and subsequently in friendlies, is based on a defensive structure Marsch worked on immediately when taking the job and playing against the Netherlands and France in his first two matches in charge. Nine clean sheets in 13 matches before the pre-tournament friendlies is even more impressive considering Moïse Bombito, their star centre-back from Nice, and Bayern Munich's Alphonso Davies did not play in any of those matches because of injury. The Coach's Vision Jesse Marsch's first venture into international management has been a successful one, but not one he found easy to adjust to. "From the moment I worked with this group of players in the first camp, I knew I was going to fall in love with these guys," he says. "They are a unique group of really good people, who are very talented, and when I said goodbye to them it was different from what I was used to as a head coach in the club game." Marsch has enjoyed those gaps in his schedule, using time to visit Canadian players across the world and spending a lot of time in the country at the provincial level to help bring a more united approach to the way the game is developed and governed. Star Player's Return Questioned The captain, Alphonso Davies, has not played for Canada since tearing his ACL against USA in the Nations League third-place match last March. Whether to play him at left-back or on the wing has been one of the biggest questions for years, but under Marsch the Bayern Munich man has predominantly been used at the back and has been excellent. However, another injury setback, against Paris St-Germain in the Champions League semi-final second leg – his third in the past three months – has put his participation for the opening game against Bosnia and Herzegovina in doubt. He has started 12 of 29 internationals in the Marsch-era at the time of writing. One to Watch Few players have received more work and attention from his national coach than the midfielder Ismaël Koné, who was dropped during the Copa América as he struggled to make an impact. Since then he has been excellent for Sassuolo in Serie A and has turned into a dynamic box-to-box midfielder for Marsch, learning valuable lessons defensively in Italy, where his discipline and tactical concentration has improved significantly. Expected to start next to the excellent Stephen Eustáquio in a key double-pivot tandem for Canada. Unsung Hero Norwich's Ali Ahmed has become a favourite of Marsch's because of his selfless work on the pitch. Ahmed is asked to lead the press on the left wing, often cutting inside to increase the midfield numbers and bring intensity and energy off the ball. One of the reasons Marsch has not deployed Davies further forward is because he views his team without the ball more than with it and in that vision the former Vancouver Whitecaps man is crucial. Probable Starting XI Canada's likely formation for the World Cup matches will be based on the 4-4-2 system that Marsch has consistently employed, with specific attention to defensive structure and pressing from the front. Fan Expectations Canada is ready to host the world, but the attention is more on this team than other games happening in the country. Being the only side to start on the east coast and move directly to the west coast allows fans in Toronto and Vancouver to watch their team in the group stages. The supporters group The Voyageurs will lead the noise with their flags and chants of "Ooh, Ahh Canada". Canada is known for its cosmopolitan population and cultural diversity, with people from all over the world, and should benefit from playing three group opponents with relatively diverse fan bases.
#Canada #World Cup 2026 #Jesse Marsch
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Tech May 28, 2026

RSI is the new AGI — and it's just as hard to pin down

Recursive self-improvement (RSI) has become the latest buzzword in AI, with researchers and startup…
The Rise of Recursive Self-Improvement in AIThe word "recursion" is the latest buzzword in AI circles. Two separate startups have taken on the name, and many more have started referencing recursive self-improvement (RSI) in their roadmaps. Like AGI before it, RSI has become a three-letter byword for a cataclysmic AI takeoff – even if there's still a little disagreement about what it exactly means.In basic terms, RSI refers to an AI system that can continuously upgrade itself. Once AI systems can manage the upgrade cycle better than humans, the process can become a closed loop, limited only by the compute power they can access, and humans are no longer necessary or even helpful.Scary or not, that's a vision that a lot of AI labs are eager to chase.Key Players Pursuing Recursive SystemsEarlier this month, well-known AI researcher Richard Socher launched the aptly named Recursive Superintelligence with RSI as an explicit goal. "Our main focus is to build truly recursive, self-improving superintelligence at scale," Socher told TechCrunch at launch, "which means that the entire process of ideation, implementation, and validation of research ideas would be automatic."A number of other prominent researchers are already chasing that same goal, hoping for a breakthrough that will make recursive self-improvement possible.One of the most prominent is Andrej Karpathy, a legendary figure from Tesla and OpenAI, who is using agent swarms to train LLMs on simple tasks for a project he calls Auto-Research. Karpathy has been unusually open about the project, tweeting about milestones regularly and making the building blocks available through a public GitHub repo. So far, the work has mostly been confined to making minor improvements on a GPT-2 scale model — as Karpathy noted in March, "It's not novel, ground-breaking 'research' (yet)" — but it's been enough to convince lots of other researchers to follow the RSI dream. And with Karpathy now working on pre-training at Anthropic, he will have plenty of opportunity to apply the idea at a larger scale.Adaption — founded by Cohere and Google alum Sara Hooker — recently launched a similar tool called AutoScientist in an effort to automate frontier training. Like Karpathy's auto-researchers, the system trains agents to make incremental improvements — but for Adaption, the goal is to make it easier to train a full-scale frontier model. If those same researchers start to push the frontier forward, the system could quickly spiral into something very much like RSI.Disarray founder Doris Xin drew more specific RSI interest when her self-trained machine learning agent took home 28 medals in a recent Kaggle competition, beating out many human-trained agents. As she sees it, the major challenge is reliability."I would argue, given infinite compute and infinite time horizon, we are already there," Xin told me. "I want to make an argument that this is not a creative endeavor, really. It's just a lot of meat-and-potatoes engineering."The Current State of Self-Improving AIThere's also plenty of evidence that the AI industry isn't very close to recursive systems in any meaningful way — and is still grappling with talking to a wary public about its progress. So Google CEO Sundar Pichai basically admitted in a recent podcast interview."It's a continuum, and we are all definitely making progress," Pichai said. "But in the way people describe RSI, that would represent a next level of acceleration and would have a lot of implications, but we aren't quite there yet."But the continuum includes an awful lot of self-improving AI systems.In January, one of Anthropic's lead programmers for Claude Code estimated that "close to 100%" of his team's code was written by the tool — a frank admission that Claude Code was literally writing itself.Just because engineers are using an AI tool doesn't mean the tool can replace them — but Anthropic seems to be getting close to replacing engineers too. In a recent survey tied to the Mythos preview, five out of 18 Anthropic engineers believed that, with harness improvements, this version of Mythos could soon substitute for an L4 engineer — a midlevel programmer who can take on involved projects without supervision.Still, there were some of the same weaknesses you might expect."Some of Claude's major reported weaknesses compared to an L4 include: self-managing week-long ambiguous tasks, understanding org priorities, taste, verification, instruction-following, and epistemics," the report reads.In other words, its weaknesses are everything involved with self-direction, which is the cornerstone for RSI. But sure, for everything else, Claude is ready to step right in.Expert Perspectives on RSI TimelinesJust like the AGI term before it, the AI industry also can't tell us how far away it is from showcasing a meaningful recursive system. When Georgetown's Center for Security and Emerging Technology assembled a group of experts to study RSI last year, the group found a major split in assessments — some expecting an imminent "superintelligence" style explosion while others expected slower progress and an eventual plateau. But all agreed that recursion made the future especially difficult to predict.Helen Toner, director of CSET and a former board member at OpenAI, told TechCrunch that simply using AI tools to do AI research isn't enough to qualify as RSI. "They're just using AI for as much as they can," Toner told TechCrunch. "And I think that is different from the classic definition of RSI, which is really that there are no humans needed."Toner pointed to a recent post by METR's Ajeya Cotra, which distinguishes different milestones on the path to the AI research takeover. One step, which Cotra calls "adequacy," would come when the system can still perform research after all humans are removed — even if the resulting research isn't as valuable or efficient. "Parity" comes when an AI-only system is as good at research as a human-only system. "Supremacy," the final stage, comes when an AI-only system outperforms a collaborative system between humans and AI.Ultimately, Cotra concludes that AI is very close to the adequacy threshold of being able to produce some work on its own — similar to the incremental changes made by Karpathy's Auto-Research system. "I wouldn't be totally shocked if you told me this milestone had already passed, and I expect it to happen in the next couple years," Cotra wrote.She was less clear on when parity will come, but once it does, she thinks it would "massively accelerate the pace of AI progress, leading to AI research supremacy within another year."The Challenges Ahead for Recursive AIWith so much of AI built on scaling laws, there's a strong tendency to think RSI will follow the same curve. Toner thinks that many of those pursuing AI research and development via RSI "think of it as a pretty smooth ladder, where you can just keep scaling up."But even if AI researchers are able to make incremental improvements like Karpathy's auto-researchers, there will be larger challenges in handing off the whole process of research. Toner put it in terms of the history of computing, which has seen human beings handing off more and more of the process while still directing things from the top."We went from machine languages to assembly language and compiled languages; you're getting further and further from the guts of the computer," Toner said. "But the human is still, in some intuitive sense, running the show."Moving beyond that paradigm will take significant challenges, both in engineering and alignment. But even with the massive investments happening, there's no infinite compute available — and the basic trade-off between human labor and machine intelligence will be hard to overcome.The Future of Recursive Self-ImprovementAs for a total recursive AI system of apocalyptic visions? The only thing researchers essentially agree on is that, like AGI, it's not here yet.
#Recursive Self-Improvement #AGI #AI Research
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Tech May 28, 2026

The Shift in Enterprise AI: Why Operational Stability Matters

Enterprise organizations are not rejecting AI, but rather operational instability. Databricks' co-f…
The Lead Enterprise organizations are not rejecting AI. They are rejecting operational instability. This shift is becoming a defining reality for enterprise AI companies that scale versus those that stall after early momentum. The Event Details At TechCrunch Disrupt 2026, taking place October 13–15 at Moscone West in San Francisco, Arsalan Tavakoli-Shiraji, co-founder and SVP of field engineering at Databricks, will discuss this shift during his AI Stage session, “The Enterprise Isn’t Broken. Your Assumptions About It Are.” The Data Analysis The enterprise AI market is full of successful pilots that never became real deployments. Not because the technology failed, but because the organization could not absorb the operational consequences of adopting it. Databricks and other AI startups gaining traction inside large organizations increasingly share one thing in common: They reduce uncertainty. The Impact Analysis Enterprise buyers are asking different questions now. Concerns are no longer secondary; in many organizations, they have become core to the buying decision itself. For AI founders selling into the enterprise, understanding how technical systems interact with organizational behavior, infrastructure realities, procurement processes, governance concerns, and operational risk is crucial. The Prediction The startups that succeed in enterprise AI over the next several years may not necessarily be the ones with the most advanced models. They may be the ones that best understand how enterprises actually absorb change. The market is maturing, and enterprise AI success increasingly depends on more than strong engineering alone.
#Databricks #TechCrunch Disrupt 2026 #Enterprise AI
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