Breaking AI & Tech News Analyzed

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 Collapse of a 30-Match StreakJannik Sinner’s bid for a maiden French Open title and a career grand slam was abruptly halted on Thursday. The world No. 1 was forced to retire from his second-round match against Argentina's Juan Manuel Cerúndolo, succumbing to the extreme playing conditions rather than a lack of skill. The match ended in a 3-6, 2-6, 7-5, 6-1, 6-1 defeat, marking a significant psychological and statistical setback for the Italian star.Heatwave Takes Center StageThe defining narrative of this match was not the tactical battle between the top seed and the 56th-ranked opponent, but the relentless 33°C (91°F) temperature. Sinner dominated the opening two sets, winning them 6-3 and 6-2 with ease. However, the physical toll became evident in the third set when he was serving for the match at 5-4. After bending over in distress and leaving the court for medical attention, he returned but lost the set 7-5, eventually conceding the match in the fifth set.The Numbers Behind the DefeatStreak Broken: Sinner's 30-match winning streak, which dated back to February, came to an end.Ranking Gap: The match pitted the world No. 1 against the 56th-ranked Cerúndolo, a significant gap in form and ranking.Temperature: The match began at 29°C (84°F) and was forecasted to rise to 33°C (91°F), creating a grueling environment for endurance.The Physical Toll of Extreme ConditionsSinner's struggle highlights a recurring vulnerability for top players: adapting to extreme heat. This is not the first time the Italian has faced such challenges; he previously struggled against Eliot Spizzirri at the Australian Open in January, where the roof was closed to mitigate the heat. The sight of his light blue outfit soaked through with sweat and his visible distress off-court underscores the severe physiological stress players face in these conditions.Navigating the Elements in Grand Slam TennisAs the climate continues to impact major sporting events, the mental and physical resilience required to play in high temperatures is becoming a critical factor in tournament outcomes. Sinner's exit serves as a stark reminder that even the best players in the world are not immune to the elements. Future matches will likely see players needing to manage their energy levels more aggressively to survive the deciders.

Anti‑immigrant anger is reaching a new peak in South Africa as municipal officials ordered the removal of makeshift camps that housed thousands of migrants, leaving them exposed on public streets. The move has ignited protests, a surge in xenophobic incidents, and a heated debate over the nation’s immigration policy. Escalating Xenophobic Tensions After Forced Evictions City councils in Johannesburg and surrounding townships issued eviction notices this week, citing health and safety concerns. Residents of the cleared camps report being given less than 24 hours to vacate, with many forced to sleep on sidewalks or in overcrowded shelters. Evictions began on 2026-05-25 across three major informal settlements. Local NGOs estimate that over 5,000 migrants were displaced. Community leaders claim the actions were taken without adequate consultation. Limited Data Highlights a Growing Crisis Official statistics on the displacement are scarce, but available reports point to a sharp rise in xenophobic activity: The South African Police Service logged a noticeable uptick in hate‑crime complaints in the past month. Human‑rights groups note an increase in verbal and physical attacks targeting foreign nationals. Economic analysts warn that prolonged unrest could deter foreign investment. Political Fallout and Social Cohesion at Risk The government’s response has split opinion. While some politicians defend the evictions as necessary for public order, opposition parties and civil‑society groups accuse the administration of stoking xenophobia. President Cyril Ramaphosa called for “orderly migration management” but avoided direct criticism of local authorities. Opposition leader John Steenhuisen demanded an immediate halt to evictions and a review of immigration policy. International bodies, including the UN, have urged South Africa to uphold the rights of migrants. Potential Policy Shifts and International Scrutiny Analysts predict that sustained pressure could force the government to adopt a more coordinated approach: Implementation of a national framework for temporary housing of displaced migrants. Increased funding for community‑integration programs to mitigate xenophobic sentiment. Possible sanctions or aid reductions from foreign partners if human‑rights violations continue. Until concrete measures are taken, the risk of further unrest remains high, and South Africa’s reputation as a regional hub for trade and tourism could suffer.

The Impeachment Inquiry South Africa’s parliament is set to launch an impeachment inquiry into President Cyril Ramaphosa over the “Farmgate” scandal, marking a new phase in a political crisis that continues to shadow his presidency. The Background of the Scandal The “Farmgate” scandal centres on the theft of large sums of cash hidden inside furniture at Ramaphosa's private farm in 2020. The case has raised persistent questions over the origin of the money and why it was concealed. The Investigation Process The Democratic Alliance (DA) party said on Thursday that the committee tasked with examining the allegations will hold its first meeting on Monday, following a ruling by the Constitutional Court, which revived the process. The 31-member committee will begin by electing a chairperson. The Political Implications Ramaphosa has denied wrongdoing in the scandal and has responded by challenging the process in court. He filed a legal application against an independent panel report that found preliminary evidence of misconduct, a move that could delay the inquiry. The ANC, which holds about 40 percent of seats in the National Assembly, has publicly backed Ramaphosa and retains enough support to block any impeachment vote, which requires a two-thirds majority. The Future Outlook The DA, the second-largest party in South Africa’s coalition government with the ANC, has maintained pressure on the president and said it will hold him accountable if wrongdoing is confirmed. The party controls only nine of the 31 seats on the committee, leaving room for opposition parties to shape the investigation’s direction as it begins its work.

The Lead-Up to the By-Election In a scenario few could have predicted, voters in a northern English market town near Manchester could determine the United Kingdom’s future political leadership. The surprise resignation of the Labour Party’s Ashton-in-Makerfield MP Josh Simons in late February left the supposedly safe seat open, paving the way for the popular mayor of Manchester, Andy Burnham, to step in. The Event Details If he wins the seat in a crucial by-election set for June 18, he could ultimately topple embattled Prime Minister Keir Starmer. Standing in his way are the voters, many of whom Burnham has yet to convince of his credentials for the job, and the right-wing insurgent Reform UK party, which has promised to “throw everything” at the election in a bid to block Burnham’s path to the UK Parliament. The Data Analysis Makerfield has been a safe Labour seat since its creation in 1983, but Starmer’s party lost all eight of its local council seats there to Reform in May during local elections. Recent local council elections in May 2026 saw a shift, with Reform UK winning 49.8% of the area's vote compared to Labour's 24.3%. The Impact Analysis The constituency is difficult to categorise, political scientists said. It neither fits the stereotype of the declining industrial towns of northern England nor carries much of the metropolitan optimism typified in the soaring glass tower blocks of the nearby Manchester city centre. Instead, it is best understood as “a place in-between”, political science Professor Rob Ford wrote in his blog last week. The Prediction Few observers have been brave enough to call the current contest. However, while political scientists are puzzled, 61-year-old resident Tracy Walker, who works in a charity shop, is resolute. “I want Andy Burnham. … I think we should give him a go. He’s from the north,” she said, contrasting Burnham with the long line of premiers from the country’s south.

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 Proposed Suspension of Carbon Tax Ministers are in discussions about suspending a carbon tax on fertilisers, due to come into effect early next year, in an effort to curb food inflation. The move would be part of a package of measures, including the suspension of import tariffs on a range of foods including bread, biscuits and bananas. Impact on Farmers and Food Inflation Government sources said they were looking at suspending tariffs on a range of fertilisers in order to discourage farmers from leaving fields fallow. Farmers have been considering leaving their fields fallow because rising costs mean they risk selling their 2027 crop at a loss. This would increase food inflation, which is already expected to rise sharply as the conflict in Iran raises fuel and fertiliser prices. Fertiliser Costs and Global Supply Chain Fertiliser costs have soared since the beginning of the Iran conflict, during which the strait of Hormuz has been closed. About 35% of the world’s fertiliser passes through the waterway and, since the conflict broke out in late January, about 1m tonnes of fertiliser have been stranded in the Gulf. Fertiliser producers said they expected the new tariffs, which were being put in place to match an existing EU scheme, could add £100 per tonne to costs. The Future Outlook Ministers are also cutting fuel taxes for farmers. The rate for red diesel and rebated biodiesel has been cut by more than a third, which the Treasury said made it the lowest in more than two decades. According to analysis from the Central Association for Agricultural Valuers, a 500-acre wheat farm could make a loss of £70,000 in 2027 because of higher costs caused by the Iran war. With farmers making decisions about 2027 cropping now, the economic outlook means they could be making difficult decisions such as leaving fields fallow.

The Burberry CEO's New Bonus Scheme Burberry's CEO, Joshua Schulman, could earn up to £12.2m this year under a new bonus scheme introduced by the luxury British brand. Schulman, who was hired in July 2024 to help revive Burberry, was paid £4m in the year to March, up from £2.5m for his first nine months in the job. Details of the Bonus Scheme Schulman's basic pay will increase by 3% to £1.24m from July. He could earn a new long-term share bonus worth up to 300% of salary if he meets performance targets. The targets include increasing Burberry's annual revenues to £3.1bn by 2029. Financial Performance Burberry made pre-tax profits of £49m in the year to 28 March, compared with a loss of £66m in the previous 12 months. Sales were flat year on year at £2.4bn, once the effect of exchange rates was taken into account. Impact on Executive Pay The pay package of Kate Ferry, the finance director of Burberry, more than doubled to £2.5m, up from £904,000 the previous year. Ferry could earn £5.6m this year if she hits all targets and Burberry's share price increases by 50%. Future Outlook The new bonus scheme aims to incentivize Schulman to meet performance targets and retain him by improving his pay position relative to those who head the brand's luxury peers. The scheme is intended to be "reasonable" and subject to "the delivery of stretching performance targets".

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.