Breaking AI & Tech News Analyzed

The Deadly Night at the Boarding SchoolA devastating fire has swept through a girls' boarding school in Kenya, resulting in the tragic loss of 16 students. The incident has sent shockwaves through the nation and raised urgent questions about safety standards in educational facilities.Emergency Response Under ScrutinyEmergency services responded to the scene, but the fire had already caused extensive damage. Authorities have launched an investigation to determine the cause of the blaze and whether proper safety protocols were followed. The school's administration is cooperating with investigators as they work to understand what led to this preventable tragedy.Systemic Safety Failures ExposedThis incident has cast a spotlight on safety conditions in Kenya's boarding schools, many of which operate with aging infrastructure and limited safety measures. Education officials face mounting pressure to review and enforce stricter safety standards across all educational institutions in the country.Nation in MourningThe local community and the wider nation are mourning the loss of these young lives. Vigils have been organized, and parents are demanding immediate action to ensure the safety of all students. This tragedy has ignited a national conversation about educational safety and the need for comprehensive reform.Toward Safer SchoolsIn the aftermath of this devastating incident, Kenya's government is expected to announce new safety measures for boarding schools nationwide. These may include improved fire detection systems, regular safety audits, and enhanced emergency response protocols to prevent such tragedies from occurring in the future.

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.

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.

The LeadUnited States President Donald Trump has threatened longtime ally Oman with military force if it gets involved in the dispute over shipping access to the Strait of Hormuz, as Washington's war on Iran once again risks engulfing the Middle East. Trump's threat to "blow up" Oman came as Muscat reportedly held talks with Iran about overseeing passage through the strategic waterway that handles more than 20 percent of the world's global oil traffic.Trump's Unprecedented Threat Against a Key Ally"Nobody is going to control it," Trump said of the strait during a cabinet meeting in Washington. "It's international waters, and Oman will behave just like everybody else, or we will have to blow them up." This direct threat against a country with which Washington has had relations for more than 200 years has sent shockwaves across the region and drawn international criticism.While Hormuz is an international strait, most of it is located solely in Iranian and Omani territorial waters – not international waters – with parts of its outlying areas reaching United Arab Emirates (UAE) territorial waters. This geographical reality complicates Trump's assertion that the waterway is purely international.The Strategic Importance of the Strait of HormuzAs the only route for Gulf oil producers to ship exports to the open ocean, the strait has served as a free international maritime route for decades. Following the US-Israeli joint attacks on Iran on February 28, however, Tehran closed the waterway and began to assert sovereignty over it, including charging tolls of as much as $2m per ship at times.Under international maritime law, countries are not permitted to charge tolls to shipping passing through natural straits such as Hormuz, even where they are not in international waters. Countries can, however, provide services to shippers, such as insurance, maintenance and docking assistance.Regional Implications of Trump's ThreatShortly before Trump's comment, Iran's state television reported that Iran and the United States were close to agreeing on a memorandum of understanding (MOU) under which Tehran and Muscat would jointly control the strait. The proposal designates payments for passing vessels, framed as "fees for services" rather than "tolls."While the Trump administration has called the claims of such an MoU "a complete fabrication," analysts say his threat suggests that an understanding between Iran and Oman is precisely what the US president is trying to avoid."What Washington wants to prevent is the normalisation of Iranian control over Hormuz, dressed in administrative and legal clothing and given Arab cover by a US ally," Muhanad Seloom, non-resident senior fellow at the Middle East Council on Global Affairs, told Al Jazeera.International Reaction and Legal ConcernsCritics called the threat reckless. Raed Jarrar, the advocacy director at the US-based rights group DAWN, likened the US president's comments to those of a "mafia boss.""The UN Charter prohibits the threat of force against any state, and that prohibition binds the United States exactly as it binds everyone else," Jarrar told Al Jazeera. "Threatening to 'blow up' an Arab country because its waters happen to sit along an oil route Washington wants reopened is the same lawless logic that produced this war in February."Samir Puri, a visiting lecturer in war studies at King's College in London, said Trump's threat to Oman was "really surprising" and warned that it would "send shockwaves across the region."Oman's Diplomatic Role in the US-Iran ConflictOman has played a unique role in the region as a mediator between the US and Iran. Omani Foreign Minister Badr Albusaidi was a key mediator in US-Iran nuclear talks before the war on Iran began. Just before the US-Israeli joint attack on Tehran in February, Albusaidi had been meeting US officials, including Vice President JD Vance, to facilitate negotiations about the future of Tehran's nuclear programme.Unlike other US allies in the Gulf, such as Qatar, Bahrain and the UAE, Oman does not host US forces. It was nevertheless dragged into the conflict when Iran launched attacks on US military assets and energy infrastructure across the Gulf region in the early days of the war.Future Outlook for the RegionSeloom, from the Middle East Council on Global Affairs, said Oman is "one Gulf state that is simultaneously a US security partner and Iran's most trusted Arab interlocutor.""In peacetime, that ambiguity is an asset. In wartime, it becomes a liability, which is precisely the inversion now playing out," he told Al Jazeera.The analyst argued that joint Iran-Oman control over Hormuz was "more posture than probability." "Oman's real interest is not co-owning Iran's blockade; it is brokering the strait's reopening," he said.Still, according to Seloom, the prospect of Iran and Oman jointly shaping the future of the Strait of Hormuz alarms the US president for three reasons: "It would turn Iran's grip on the chokepoint into a permanent post-war fact rather than a temporary act of war; it would set a precedent that littoral states can metre and monetise an international waterway, eroding the freedom-of-navigation principle the United States underwrites worldwide; and it would hand Tehran a strategic win that outlasts any ceasefire."

The Red Carpet Incident Wicked star Cynthia Erivo has said that reactions to the incident at the Singapore premiere of Wicked: For Good, in which she stepped in to fend off a red-carpet invader who grabbed co-star Ariana Grande, revealed “the insidious nature of how we view Black women” and put her off campaigning for Oscars. Erivo's Account of the Incident In an interview with Variety, Erivo said that she and Grande were “terrified” when Johnson Wen jumped a barrier at Universal Studios Singapore and rushed towards them. “Nobody moved. Nobody moved. So I moved because my brain went, ‘Get him away! Get him out of here!’ … And what people couldn’t see is that he wouldn’t let go [of Grande]. He wouldn’t let go. So I just kept pushing at him to get him off.” The Data Analysis: Public Reaction The incident triggered a huge response on social media, including suggestions that Erivo was Grande’s “bodyguard” – something to which Erivo objects. Erivo added that she believes people made assumptions about her role in the incident based on her appearance, saying “it was my physique; it was my shape; it was the fact that I was bald; it was about what I looked like.” The Impact Analysis: Racism in the Spotlight Erivo said that she felt her humanity had been “bastardised” by the reactions to the incident, and that it had made her reluctant to campaign for Oscars for Wicked: For Good. “I just felt like my humanity had been bastardised,” she said. “I didn’t want to put myself through it. I didn’t feel like I deserved it.” The Prediction: Moving Forward Erivo's comments highlight the ongoing issue of racism in the entertainment industry and the need for greater understanding and empathy. As the industry continues to evolve, it remains to be seen how stars like Erivo will be perceived and treated in the future.

Unpacking America's Defining Speeches Ben Rhodes, a former speechwriter and deputy national security adviser to Barack Obama, has written a book titled 'All We Say: The Battle for American Identity: A History in 15 Speeches'. The book examines 15 significant speeches that have shaped American history and identity. The Event Details Rhodes' book starts with speeches from 250 years ago, including those by Benjamin Franklin and Sagoyewatha or Red Jacket. It covers great speeches by figures such as Frederick Douglass, Abraham Lincoln, Franklin D Roosevelt, Martin Luther King Jr, and John F Kennedy. The book also includes reactionary voices like Alexander H Stephens, Ronald Reagan, and Donald Trump. The Data Analysis Rhodes notes that it was challenging to find speeches by women, particularly before World War II. He highlights the speeches of lesser-known 19th-century campaigners like Maria Stewart and Anna Dickinson, as well as Dolores Huerta, the champion of Hispanic workers. The Impact Analysis The book aims to show how American identity has evolved over time. Rhodes discusses how Obama's speeches, such as 'A More Perfect Union', addressed issues of race and identity. He also analyzes speeches by other significant figures, including Frederick Douglass and his 'Composite Nation' speech, which advocated for mixed-race democracy. The Prediction Rhodes' work offers insights into the complexities of American identity and the power of speeches to shape the national conversation. His book provides a nuanced understanding of the country's history and the ongoing struggle to define what it means to be American.

The Lead: Milburn's Stark Warning on UK Youth EmploymentA landmark review led by former Labour cabinet minister Alan Milburn has issued a stark warning regarding the future of the British workforce. The report projects that the number of young people not in work or education could surge to 1.25 million by the early 2030s without immediate intervention. This projection signals a potential deepening of the economic inactivity crisis that has been plaguing the UK for several years.The Event Details: The 'Generational Fault Line' ReportMilburn, leading the review into why so many young people are economically inactive, argues that the UK risks opening up a 'generational fault line' between young and old. He contends that systemic failures are preventing young people from entering the workforce, citing disconnects in schools, the NHS, the welfare system, and the jobs market. The review serves as a call to action for policymakers to address the root causes of youth economic stagnation.The Data Analysis: Projecting the 1.25 Million NEET CrisisProjected Figure: The report warns that the number of NEETs (Not in Education, Employment, or Training) could reach 1.25 million by the early 2030s.Current Context: This figure represents a significant demographic shift, indicating a potential loss of human capital and future economic productivity.Key Driver: The analysis points to a widening gap between the skills young people acquire and the demands of the modern labor market.The Impact Analysis: Economic Inactivity and Social CohesionThe rise in youth inactivity poses a severe threat to social cohesion and economic stability. A large inactive youth population places a heavier burden on the working-age population and the state, potentially leading to reduced economic dynamism and increased social stratification. The report suggests that without addressing the barriers to entry for young people, the UK could face long-term stagnation in its growth potential.The Prediction: Urgent Overhaul of UK Support SystemsTo avert this crisis, the report calls for a comprehensive overhaul of the support systems designed for young people. Future policy must focus on aligning educational outcomes with labor market demands and ensuring that health and welfare systems are accessible and relevant to the youth demographic. The Guardian is now seeking input from young people to better understand their personal experiences and challenges in the job market.

The conflict between the US and Iran has entered a critical phase, with a fragile ceasefire shattering into direct military exchanges near the Strait of Hormuz. The exchange of fire highlights the deepening strategic deadlock and the high stakes involved in the ongoing negotiations.Escalation Near the Strait of HormuzThe Islamic Revolutionary Guard Corps (IRGC) launched a counterattack at 4:50 am local time, targeting an American air base in response to a US strike on a location near Bandar Abbas Airport. The US military confirmed shooting down four Iranian attack drones and striking a ground control station preparing to launch a fifth drone. This marks the third direct engagement since the ceasefire was announced, raising serious questions about the durability of the truce.Market Volatility and Oil Price ReboundGeopolitical tensions have directly impacted global markets. Following a 5% drop in oil prices on Wednesday, US crude futures rebounded by more than 3% on Thursday. Concurrently, US stocks fell and the dollar rose, signaling investor anxiety regarding the stability of energy supplies and trade routes.Trump's Diplomatic Deadlock and ThreatsPresident Donald Trump rejected a report suggesting a compromise deal with Tehran, specifically denying claims that the US would lift sanctions or allow joint management of the Strait of Hormuz by Iran and Oman. Trump characterized the waterway as international waters and issued a stark warning to Oman, stating, "They understand that, they’ll be fine," implying military consequences if they do not comply.The Inevitability of a DealExperts suggest that despite the rhetoric, a resolution is becoming increasingly likely. Doug Bandow of the Cato Institute argues that Trump has inadvertently empowered Iran by closing the strait and is unwilling to risk US ships to reopen it. Consequently, analysts believe Trump is in a "very difficult position" where he will likely be forced to negotiate a settlement to Iran's satisfaction to avoid further escalation.

Bosnia's Unexpected World Cup JourneyBosnia and Herzegovina's qualification for the 2026 World Cup comes as a surprise to many observers. A team that had managed only four wins in their previous 19 matches across two qualification cycles reached a turning point when Sergej Barbarez took over in 2024. The campaign that followed was chaotic, emotional and occasionally irrational, which still feels like the most authentic description of Bosnian football itself. Barbarez's side somehow found a way through it all, eliminating Wales and Italy in dramatic playoffs and reaching the World Cup for only the second time in the country's history.The Barbarez RevolutionThe former captain had waited years for the job, so long that he had not coached anywhere in the meantime. He played professional poker and enjoyed retirement before the Bosnian FA finally got in touch. He gathered close friends and former teammates around him: Emir Spahic became sporting director, while Sasa Papac and Zlatan Bajramovic joined the coaching staff. In Barbarez's first year, 16 players made their debuts, most of them raised and developed abroad, from Sweden and Germany to Austria and the United States. That became the foundation of this new Bosnia side.Group B Fixtures12 June v Canada, Toronto (3pm local, 8pm BST)18 June v Switzerland, Los Angeles (noon local, 8pm BST)24 June v Qatar, Seattle (noon local, 8pm BST)The Coach's PhilosophyBosnia do not play especially beautiful football under the coach and systems change regularly – usually between 4-2-3-1 and 4-4-2 – but formations quickly become secondary once matches turn emotional, and with Bosnia they usually do. The team's identity is built around aggressive defending, direct football and quick transitions. Barbarez may have gone winless in his first eight matches and come under heavy criticism, but he insisted that he first needed to rebuild the squad's mentality.The Poker Coach Who Became a National HeroSergej Barbarez spent years criticising the way Bosnian football was run and had almost stopped expecting the call from Sarajevo altogether, having first expressed an interest in the role in 2009. Fifteen years later he took charge of the national team – with no previous coaching experience – for the first team against England at the age of 52. A former captain and cult figure, Barbarez arrived promising honesty, emotional connection and a complete reset after years of dysfunction around the national team. After playoff victories over Wales and Italy, his status only grew further; the win against Italy transformed him from poker-playing outsider into one of Bosnia and Herzegovina's most important ever sporting figures.The Veteran Leader: Edin DzekoThere are normal footballers and then there is Edin Dzeko. Even at 40, everything still somehow revolves around Edin. Bosnia and Herzegovina's captain remains the country's greatest footballer, their all-time leading goalscorer and the reference point of an entire generation. Younger players in the squad speak about him with a reverence bordering on disbelief. Dzeko no longer dominates matches physically the way he once did at Wolfsburg or Manchester City, but his understanding of space, timing and pressure moments remains elite. During the playoffs he again delivered when Bosnia needed him most. "As long as I feel I can help, I'll be here," he said recently. Bosnia would not be at this World Cup without him.The Rising Star: Kerim AlajbegovicKerim Alajbegovic, at 18, may already be the most naturally gifted attacking talent Bosnia and Herzegovina have produced since Miralem Pjanic. The midfielder, who spent a season with Red Bull Salzburg before Bayer Leverkusen triggered a buyout clause, is arriving at the tournament with the fearless attitude some players have at that age. It is not only his technique that stands out, but his personality too. Barbarez trusted the 18-year-old to take penalties in both playoff shootouts – and Alajbegovic responded with complete calmness. Elegant between the lines and fearless in possession, he feels like the face of Bosnia's next generation.The Unsung Hero: Tarik MuharemovicBosnia and Herzegovina spent years producing centre-backs who defended first and worried about the football later. However, Tarik Muharemovic feels like the first one shaped by an entirely different mindset. Born in Slovenia and developed in Austria before moving through Italian football with Juventus and Sassuolo, the left-footed defender has quietly become one of the players Barbarez trusts most. He is not especially loud, aggressive or dramatic, which, for a defender, normally makes people in Balkan football suspicious. Instead Muharemovic solves problems calmly, carries the ball forward and gives Bosnia something they lacked for years – composure.Tournament OutlookBosnia are unlikely to dominate many matches in Group B – against Canada, Switzerland and Qatar – but they have enough quality, emotional energy and unpredictability to become one of the tournament's more uncomfortable teams. With a blend of experienced leadership in Dzeko and emerging talent in Alajbegovic, Barbarez has created a squad that embodies the chaotic yet passionate spirit of Bosnian football.