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The Personal Stories Highlight a Growing Youth Employment CrisisFour young adults, all aged 21‑24, share how the UK labour market has become a maze of unpaid internships, short‑term gigs and relentless job applications, leaving them anxious about the future.From Film Graduates to Care Leavers: Real‑World Barriers to EmploymentCatherina, 24, Brighton – Digital film graduate who has only secured runner roles despite festival‑screened shorts.Olivia, 24, Essex – Former retail worker forced to quit after epileptic seizures; cites inadequate employer adjustments and lack of disability‑specific guidance.Giovanna, 24, London – Care‑leaver who navigated hostel life, temporary hospitality jobs and a nine‑month civil‑service training scheme.Joseph, 21, Glasgow – Neurodivergent musical‑theatre trainee who cycled through supermarket, call‑centre and software‑engineering apprenticeship amid “hundreds” of applications.Common Threads Across the NarrativesRepeatedly sending hundreds of job applications with little to no response.Reliance on charities such as Spear, Young Women’s Trust and Drive Forward Foundation for coaching, CV help and mental‑health support.Financial insecurity forcing continued low‑paid work or early return from sick leave.Systemic gaps: lack of clear disability guidance, insufficient sick‑pay, and short‑term workplace counselling that fails neurodivergent staff.Why the Labour Market Is Failing Young PeopleThe stories echo the broader “Milburn report” warning that the labour market is increasingly inaccessible to young people, especially women and care‑leavers. Employers tout diversity initiatives, yet many lack the infrastructure to support disability accommodations or the mentorship needed for sustainable career progression.What Needs to Change to Re‑ignite Youth EmploymentGovernment‑mandated, clearer guidance on disability rights and employer obligations.Expanded financial safety nets for those unable to work due to health conditions.Long‑term, relationship‑based employment programmes that go beyond “first‑job placement”.Targeted investment in sectors that can absorb young talent, such as civil service apprenticeships and tech training pathways.

The Munition Shortage The United States has enough munitions for any plausible scenario in the Iran war, but rebuilding its depleted inventories will “take years”, according to a new report by the Center for Strategic and International Studies (CSIS). Replenishment Timeline Restoring pre-war stockpiles of four critical munitions heavily used by US forces during nearly 40 days of joint fighting with Israel against Iran would take at least two years – and in some cases more than three – the Washington-based think tank said on Wednesday. Land Attack Missile (TLAM) Terminal High Altitude Area Defences (THAAD) interceptors Patriot missiles SM-3 and SM-6 ship-based surface-to-air missiles The Data Analysis The report noted that while US officials publicly project confidence in weapons stockpiles, analysts have said that dwindling munition supplies may be shaping Washington’s calculations over whether to resume the war on Iran. The Impact Analysis “Campaigns against Iran and its proxies – and, for Patriot interceptors, aid to Ukraine – have made the problem more acute,” said the CSIS report. “Alongside replenishing its own stocks, the United States also has to fulfil orders from allies and partners.” The Prediction “Decisions on how to allocate new production have already created bilateral friction, and this friction will continue for the next few years as demand outpaces supply,” the report warned. The main problem is not funding but production time, limited manufacturing capacity and long procurement lead times, with CSIS noting that past procurement levels were relatively low for many systems, slowing replacement efforts despite recent increases in defence spending.

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.

Mauricio Pochettino is on the verge of a significant career shift, with reports confirming he is in talks with AC Milan to take over as manager next season. This development casts a spotlight on the end of his tenure with the US men's national team as they prepare for the 2026 World Cup on home soil.The European Pivot and World Camp ContextThe Guardian confirmed the talks, initially reported by journalist Nicolò Schira. Pochettino's status became a hot topic during the team's opening training camp at the US Soccer Federation's new center in Fayetteville, Georgia. Most analysts view the World Cup as the final chapter for the Argentine manager before a return to European club football.USMNT's Tight Timeline and Contract DynamicsThe USMNT has a packed schedule leading into the tournament, creating a tight window for Pochettino to finalize his move:Final friendly vs Germany (upcoming)World Cup opener vs Paraguay on 12 June at Los Angeles StadiumRegarding Pochettino's contract, US Soccer CEO JT Batson confirmed that while the manager has been transparent about club interest for years, no specific extension has been confirmed. Batson noted that succession planning is a monthly process, implying the federation is prepared for his departure.Managing the Distraction FactorThe looming exit has raised concerns about team chemistry, but the players seem unfazed. Tyler Adams, the USMNT midfielder, compared the situation to standard contract negotiations, stating that Pochettino remains fully present and focused on training. This suggests the squad is professional enough to handle the transition without internal friction.The End of the USMNT EraGiven the confirmed talks with a major European club like Milan and the CEO's comments on succession planning, it is highly probable that Pochettino will depart immediately after the World Cup concludes. The focus now shifts to who will replace him and how the team will adapt to a new leadership style during the tournament.

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 Controversial Stoppage Rico Verhoeven, the Dutch former kickboxer who has switched to boxing, wants an apology as well as a rematch, after being stopped one second before the end of the penultimate round in a WBC title bout with unified world heavyweight champion Oleksandr Usyk last Saturday. The Event Details The stoppage was controversial, with Verhoeven feeling he could have continued and some replays suggesting the bell may have rung before the referee signalled the end of the fight — only Verhoeven’s second since switching to boxing — at the Pyramids of Giza in Egypt. The Data Analysis Scorecards published by The Ring magazine afterwards showed two of the three judges had the fight tied 95-95 going into the 11th of 12 rounds and the other had Verhoeven ahead 96-94. The Impact Analysis “[I want] just an apology. What else can we do? I can’t demand anything else,” Verhoeven told the BBC on Thursday, adding that his team had lodged an appeal with the WBC. The Prediction Germany’s Agit Kabayel is the WBC’s mandatory challenger and Usyk could have to fight him first before any rematch with Verhoeven. “Let’s see what pops up next,” said Verhoeven. “But I have to be honest, it’s got to be big. I feel like I’m the uncrowned king.”

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.

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.