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The Shift in Eid TraditionsTraditionally, Eid al-Fitr in Lebanon is a vibrant celebration featuring family gatherings, elaborate feasts, and visits to mosques. However, the current geopolitical climate has forced a drastic pivot. Instead of traditional prayers in open spaces, many worshippers are gathering in underground shelters or makeshift prayer rooms to avoid aerial threats. The customary visits to relatives have been replaced by a focus on immediate family units, often confined to a single room due to the destruction of homes.The Human Cost of CelebrationThe economic and physical toll of the war has stripped the holiday of its festive elements. The traditional "Eid breakfast" or "Eid lunch" has been reduced to rationed meals, with many unable to afford the usual abundance. Furthermore, the displacement of millions has meant that Eid is no longer a time of return to one's roots, but a moment of uncertainty regarding where one will sleep that night. The joy of the holiday is overshadowed by the collective trauma of the population.Resilience Amidst AdversityDespite the grim circumstances, the Lebanese people continue to observe the religious significance of Eid. The spirit of the holiday has shifted from hedonism to solidarity. Communities are finding ways to maintain a sense of normalcy, often through digital connections or small, private acts of charity. The war has not erased the holiday, but it has forced a maturation of the cultural experience, prioritizing spiritual connection over material celebration.

Mark Carney, Canada’s prime minister, called for a renewed US‑Canada partnership in a New York speech, framing it as a way to “help make America great again” and to boost Canada’s strategic autonomy ahead of the USMCA review.Carney Proposes a “True Partnership” in New York SpeechSpeaking in New York on Thursday, Carney said the two nations need a “true partnership” that re‑imagines cooperation in sectors under intense global competition. He argued that diversification away from the United States must be balanced with deeper collaboration on shared challenges.Trade Numbers Highlight Canada’s Strategic ValueCarney backed his call with striking statistics that underscore Canada’s importance to the U.S. economy:Canadian aluminium exports to the U.S. equal the energy output of 10 Hoover dams.Canada supplies 99% of U.S. natural‑gas imports, 85% of electricity imports and 60% of crude‑oil imports.Canada is the United States’ biggest customer for automobiles, outpacing China, Japan and Germany combined.Canada holds vast reserves of potash, nickel, copper and uranium, critical for food security, defence and AI‑driven energy demand.Implications for North American Trade and GeopoliticsThe speech signals a shift from confrontational rhetoric—exemplified by former President Donald Trump’s trade war and talk of annexation—to a strategic alignment that could reshape North‑American supply chains. By positioning Canada as a reliable source of critical minerals and energy, Carney aims to reduce U.S. vulnerability to “weaponised integration” and to counteract the “American hegemony” narrative he raised at Davos.What the Next USMCA Review Could Mean for Bilateral TiesThe mandatory USMCA review in July will test whether the proposed partnership can translate into concrete policy changes. If Canada’s proposals on aluminium, steel, automotive integration and critical minerals are embraced, the agreement could evolve into a deeper economic bloc, strengthening both nations’ competitiveness against China and other global rivals. Conversely, a failure to reach consensus may reignite tariff disputes and weaken the “strategic autonomy” Carney seeks.

North American Nations Coordinate Ebola Response for World Cup The United States, Mexico, and Canada have announced aligned public health travel measures for people coming from African regions at greatest risk from Ebola as they prepare to host the World Cup next month. In a joint statement, the three nations emphasized that "the health and safety of every person in the region remains our highest priority as we welcome the world to North America." Coordinated Travel Restrictions Implemented The three neighboring countries have established various containment measures to prevent the spread of Ebola across their borders. The United States initially banned noncitizens who had traveled to the Democratic Republic of the Congo (DRC), Uganda, or South Sudan in recent weeks from entering the country. This ban was subsequently extended by the US Centers for Disease Control and Prevention to include green card holders who have been in those countries within the previous 21 days. Canada has implemented a 90-day entry ban for residents from the DRC, Uganda, and South Sudan. Additionally, Canadian citizens, permanent residents, and other foreign nationals who have been in affected areas without symptoms must undergo a 21-day quarantine period beginning Saturday. Mexico's Health Secretary David Kershenovich announced enhanced Ebola screening measures at airports, urging the public to avoid travel to the DRC and requiring arrivals from the country to observe a 21-day quarantine. WHO Declaration Triggers Global Response The World Health Organization declared an Ebola outbreak in the Democratic Republic of the Congo a public health emergency of international concern on May 17, warning of a high risk that the virus could spread to neighboring countries. This declaration has prompted governments worldwide to implement travel-related containment measures. The coordinated response by North American nations reflects the growing concern about potential transmission during the upcoming World Cup, which will bring together visitors from around the world. Impact on International Travel and Major Events These measures represent one of the most significant coordinated public health responses in recent years, affecting international travel patterns and potentially impacting the experience of fans and participants attending the World Cup. The restrictions may create challenges for travelers from affected regions and require additional resources for health screening at entry points across North America. The joint approach by the three host countries demonstrates a recognition that public health threats require unified responses, particularly when hosting international events that bring together people from diverse geographic locations. Future Outlook for Ebola Containment As the World Cup approaches, health officials will likely continue monitoring the Ebola situation closely, potentially adjusting restrictions based on the evolving outbreak status. The coordinated measures may set a precedent for how nations collaborate on public health responses during international events, particularly in an era of increasing global connectivity and potential disease spread. Success in containing this outbreak will depend not only on travel restrictions but also on effective public health measures within affected regions and continued international cooperation on disease surveillance and response.

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.

Visa has disclosed an undisclosed investment in AI coding platform Replit, aiming to embed its payment suite directly into the developer environment so that both developers and AI agents can accept payments without leaving the platform. Strategic Investment and Joint Exploration of AI‑Powered Payments The two companies are testing how Visa Intelligent Commerce and the Trusted Agent Protocol can be woven into Replit’s workflow. More than 1,000 Visa employees already use Replit for prototyping, and the collaboration remains in an exploratory stage with no formal product announcements. Valuation Surge and Funding Milestones Highlight Replit’s Growth September 2025: Replit reached a $3 billion valuation. March 2026: Raised $400 million in a Series D led by Georgian Partners, pushing valuation to $9 billion. Enterprise self‑serve contracts now allow deals up to $200,000 without sales interaction. Customer churn is described as "very, very low" with net retention hitting 300 % in some cases. Implications for the Emerging Agentic Payments Ecosystem The move underscores a broader race to build infrastructure for "agentic payments," where AI agents transact on behalf of users. Competitors such as Robinhood (agent‑driven trading) and Google (shopping agents) are pursuing similar capabilities, suggesting the market will soon demand secure, verifiable AI‑mediated transactions. Future Trajectory: From Prototype to Mainstream Agentic Commerce If the exploratory projects mature, Replit could become a one‑stop shop for developers to build, host, and monetize AI agents, accelerating adoption of Visa’s Trusted Agent Protocol. Analysts anticipate that as enterprise adoption grows and churn remains low, the partnership may evolve into a commercial product suite within the next 12‑18 months, positioning Visa and Replit at the forefront of the next wave of AI‑driven commerce.

Executive Summary: The U.S. Department of Justice has charged Michele Spagnuolo, a 36‑year‑old Google software engineer, with insider trading on the prediction market Polymarket. Using confidential data about Google’s most‑searched‑person list, he allegedly earned $1.2 million in profit.Google Engineer Accused of Insider Trading on PolymarketThe complaint, unsealed on 28 May 2026, alleges that Spagnuolo, operating under the alias “AlphaRaccoon,” placed bets on long‑shot candidates such as indie musician D4vd and rapper Kendrick Lamar after accessing internal Google search‑trend data.Bet on D4vd placed on 27 Nov 2025, when internal data showed a surge toward the top of the list.Bet on Kendrick Lamar placed in Oct 2025, based on similar insider insight.Charges filed in the U.S. District Court for the Southern District of New York.Profit Figures and Betting MechanicsThe prosecution claims the bets generated roughly $1.2 million in net profit, exploiting the market’s “near‑zero probability” pricing for the unlikely outcomes.Profit derived primarily from the D4vd bet, which paid out at odds exceeding 100 to 1.Other bets contributed additional, undisclosed gains.Regulatory and Market ImplicationsU.S. Attorney Jay Clayton emphasized that the case signals a broader crackdown on corporate insiders leveraging confidential information in prediction markets. Polymarket cooperated with investigators, becoming the first platform to see insider‑trading charges linked to its service.Potential for increased scrutiny of prediction‑market operators.Google reiterated its policy against misuse of confidential data and placed the employee on leave.Future Enforcement and Platform Cooperation OutlookLegal experts anticipate tighter reporting requirements for prediction‑market participants and more aggressive prosecution of similar schemes. The cooperation of Polymarket may set a precedent for future collaborations between regulators and betting platforms.

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.

Interviewing Mouse on Mars: A Conversation Like No Other Interviewing Mouse on Mars is no easy feat. Not because the duo are hard to find, even though their current studio is hidden in a courtyard deep in Berlin’s Kreuzberg district. Nor because they continue to be notoriously busy, particularly since one half of the band, Jan St Werner (born Jan Stephan Werner), is now a professor in pop music, at the Folkwang University of the Arts in the western German city of Essen. The Collaboration with Lee 'Scratch' Perry After a five-year silence, they are about to release Spatial, No Problem, a collaboration with Lee “Scratch” Perry recorded during the late dub and reggae legend’s whirlwind visit to their former Berlin studio in 2019, two years before his death aged 85. The meeting had been set up by mutual friends, though it was not clear whether it would really happen until Perry arrived at Berlin’s airport – the former Bob Marley producer had a reputation for unpredictability, and dates kept shifting. The Making of Spatial, No Problem The result is a collage-esque fever dream of a record, marrying Perry’s signature free-flowing vocals with a strange, yet warm mix of countless instruments played by friends, all held together by glitchy electronics. They had the idea to record the session as spatial audio, a technology used to mimic a more “natural” hearing experience in 3D. Asking about his familiarity with the technique, Perry answered with a wide grin, and the sentence “Spatial? No problem”. The title to the album was born, which includes recordings that are said to be some of Perry’s last. The Impact of the Collaboration Their reverence for Perry is obvious, every attempt to steer the conversation towards other topics brings the trio back to their time with him. They paint a picture of a creative frenzy: technicians installing microphones whichever corner Perry ended up standing and performing in, friends popping in and out of the sessions, NKishi being proclaimed “God” by Perry in a graffito on the studio’s walls, a general sense of a meeting of minds between artists with a similarly anarchic approach to life and craft. The Future of Mouse on Mars At a moment when the music industry is becoming ever more algorithmic, more optimised, more relentlessly targeting fickle attention-spans on social media, Mouse on Mars remain a genuinely anomalous proposition: a band whose greatest asset is their refusal to be legible. And they have been doing this for 30 years, ending up somewhere entirely different than originally planned – and making it sound, against all odds, exactly where they meant to be.

Lead: A farm owner in Inner Mongolia posted a simple advert for two shepherds, which went viral on Weibo, attracting over 700 applicants and underscoring growing frustration with China’s demanding ‘996’ work culture. Shepherd recruitment sparks unprecedented response on Chinese social media Zuo Xiaoyong posted the advert in late April, seeking two shepherds—preferably a couple—to manage 3,000 sheep on a 2,000‑ha pasture. Duties include summer grazing, winter indoor feeding and cleaning at a ranch 300 km from Xilinhot, near the Mongolian border. The post featured a video of sheep in green pastures and quickly amassed around 59 million views on Weibo. Compensation and applicant numbers reveal wage premium and labor surplus Monthly pay: 8,000 yuan (≈£880/US$1,180) per shepherd, above the national urban average of ~6,000 yuan. Applicants: >700 individuals, including recent graduates, factory workers, and white‑collar staff. Unemployment rates (National Bureau of Statistics, March 2026): overall 5.2 %; youth (16‑24, excluding students) 16.9 %. Escalating discontent with the ‘996’ culture fuels rural job appeal The advert tapped into widespread weariness of the “996” regime—9 am to 9 pm, six days a week—prevalent in many Chinese firms. Workers from megacities such as Shanghai and Chongqing cited extreme hours, physical strain, and lack of personal time as reasons for seeking an alternative livelihood. Potential shift toward agrarian employment could reshape China’s labor dynamics If similar rural‑focused campaigns gain traction, they may pressure companies to improve urban working conditions or spur policy incentives for agricultural hiring. Zuo already has a shortlist of 40+ couples for future roles, indicating a nascent market for “escape‑the‑city” employment.