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The Rise of Machine-Generated Traffic Cloud infrastructure has long been designed around humans who search, click, scroll, and stream in a steady and predictable fashion. However, AI agents behave differently. They can unleash a swell of activity, spinning up multiple sub-agents that query hundreds of databases, search documents, and call APIs in seconds and then disappear as quickly as they arrived. AWS's Next-Gen OpenSearch Serverless Under that premise, Amazon is redesigning a core piece of its cloud infrastructure. On Thursday, AWS launched its next generation of OpenSearch Serverless, a fully managed search and vector database — essentially a system for storing and retrieving information at scale — that's designed specifically for agentic workloads. AWS says the new system can instantly scale up when agents trigger tasks and scale back down to zero when idle. The Data Analysis Cloudflare says bots accounted for 31% of overall HTTP traffic over the last six months. AI crawlers, search engines, and assistants made up roughly a quarter of all bot requests during that period. 'Non-human traffic will exceed human traffic sometime in the first half of 2027,' said Lai Yi Ohlsen, senior product manager at Cloudflare. The Impact Analysis The launch reflects a growing realization across the tech industry: Infrastructure originally designed for a human-driven internet doesn't work as well in a world increasingly populated by agents. As AI agents still represent a relatively small portion of internet activity, machine-generated traffic is already significant, and poised to grow. The Prediction As a result, cloud providers and infrastructure companies have been reckoning with how to adapt systems built for humans to a world of agents that are constantly and autonomously retrieving information, invoking tools, and generating machine-to-machine traffic. The more companies deploy AI agents, the more pressure there will be to redesign infrastructure around machine-generated workloads, which in turn could make agents cheaper and easier to deploy at larger scales.

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 Rise of Heated Rivalry: From Canadian TV to NYC StageWalking into the Culture Club in West Chelsea, New York, for a performance of Heated Rivalry: The Unauthorized Musical Parody last week, I was met by three ghosts left over from when the space was called the McKittrick hotel and it hosted the immersive spookfest, Sleep No More. The first was the phantom of clever detail: cans of Athletic IPAs for sale, a cute, non-alcoholic nod to the mega-popular series' hockey setting. The second was of unnerving fright, as I realized there would be no booze at this singing satire. Would I be able to make it through 90 minutes of jokes about an overexposed Canadian gay sports romance, with zero quality guarantee and an even lower blood alcohol concentration? At least at the downtown premiere of the popular parody Titanique, long before it proved itself worthy of a handful of Tony nominations, you could stand up and order a bucket of White Claws.But then the third specter materialized, the ghost of immersion and surrender, as this very funny production completely won me over. (I've since learned that a liquor license is forthcoming.) Heated Rivalry, for the uninitiated, is a television show adapted from a series of gay romance novels by Rachel Reid, a straight woman who unwittingly launched a thousand discussions about who gets to be horny over whom, how and when. Fans of the books petitioned for a wider release of the show produced for the Canadian streamer Crave, last November and, some six months later, its formerly unknown stars Connor Storrie and Hudson Williams are in easy contention for the most photographed people alive. Heated Rivalry: The Unauthorized Musical Parody is the latest addition to New York City's musical parody cottage industry, which has led me to a theater lobby where a woman in a branded hockey jersey is telling the stranger next to her that she's seen the series "probably not as many times as you think, but still a lot".The Unauthorized Musical: A Masterclass in ParodyThere was a communal giddiness as everyone filed into the unassuming performance space, where less than 200 folding chairs were arranged around a small stage. Super-fans were giddy that their dreams were coming true, and the more reserved types, perhaps blushing at what they deemed beneath them, were still clearly enjoying themselves. I liked the TV show just fine, a bit underwhelmed at what was broadly discussed as "softcore smut" but felt more in line with the twee "naughtiness" of the romance world. I had worried a musical parody put together in a few months would be a cash-grab; plain fan service for those who can't get enough of those six novels or episodes, not jabbing at the culture so much as stroking its ego. Impressively, as written by Dylan MarcAurele and directed by Alan Kliffer, it satisfies all three camps.Framing is everything, and this romp begins with a faux earnest number, à la Waitress, where three suburban Susans detail their newfound pastime: putting their husbands to bed with some iPad time, knocking back an "Ambien margarita" and reveling in their favorite televised "boy aquarium". From there, "Main Susan" (Ryann Redmond, glorious) recaps the years-long flirtation between the feuding players, innocent Japanese-Canadian "Shane Hollander" (Jimin Moon) and brusque Russian "Ilya Rozanov" (Jay Armstrong Johnson).The obligatory double entendres (a song titled Shane Hollander, Slap that Stick! or a line, by Shane's mom, about the "heavy load" her obviously gay son carries) are expertly delivered right between earnestness and tongue-in-cheek, but it's MarcAurele's ability to mock the story's sillier elements that clinched it for me. Shane, whose thumb-twiddling submissiveness often grated me in the TV show, is played by Moon as a dopey bottom with a hopeless romantic complex. What the series plays out as a forbidden romance writ epic across timelines and borders, MarcAurele presents as Shane's borderline delusion in dealing with an uncaring dom for years on end. "I keep replaying things he said," Shane beams after a hookup, "like, 'Ass up, little whore.'" The score's best number, certainly the one best primed for cabaret nights anywhere, is Liza Minnelli's Maybe This Time send-up where Shane croons, "This fuck felt different from the last fuck. This fuck, he asked if I would stay."If reading that inspires eyerolls – totally – Moon (and the rest of the cast, which includes Cherry Torres and Ryan Duncan) are so winning in their deliveries, so in on the joke without reducing their project into one, that it's impossible to resist. As the icy-hot Ilya, Johnson has the less showy role and plays it mostly straight, which makes his song about an outcast childhood made tragic by his impossibly "big ass, cold heart" that much funnier. And, well, let's face it: Johnson and Moon are sexy as hell, and charming to boot. Kliffer's inventive staging, with choreography by Brooke and Tiffany Engen on a resourceful set by Sully Ross, goes long on bunny-hopping glee.The Off-Broadway Parody Boom: A New RenaissanceThe Canadian Kliffer, previously artistic director of famed improv spots like Second City and Asylum NYC, where he helped launch Titanique's improbable boom, later told me that these parodies rarely come together with such speed, let alone quality. He'd loved MarcAurele's Pop Off, Michelangelo! in London and M3gan spoof stateside, and had just bought into Heated Rivalry, courtesy of its amorously optimistic fifth episode, when the writer texted him with the idea. The resulting work fits attractively between the out-and-out bawdiness of the Titanic send-up and the relentless Millennial nostalgia of Ginger Twinsies, which parodied the 90s Parent Trap remake last summer, and Kliffer notes that this very queer, very funny moment downtown – which also includes Cole Escola's Oh, Mary! – points to "a little bit of an Off-Broadway renaissance."This particular renaissance seems to be defined by parodies that are loving but not saccharine, willing to mock their source material while still celebrating what made it appealing in the first place. The success of these shows suggests a hunger for theater that doesn't take itself too seriously but still delivers genuine theatrical craft. In a city where Broadway ticket prices can be prohibitive, these intimate, affordable productions offer a different kind of theatrical experience – one that feels more accessible and immediate.Cultural Impact: Beyond the ParodyHeated Rivalry exists at the intersection of several cultural conversations. The original series, based on novels by Rachel Reid, sparked discussions about who gets to tell LGBTQ+ stories and how those stories should be represented. The parody doesn't shy away from these questions but instead uses humor to explore them. By exaggerating certain elements of the original series, the musical actually highlights what made it compelling in the first place.The show also represents the growing visibility of LGBTQ+ stories in mainstream entertainment. What began as niche content has become a cultural phenomenon, with the original series gaining international attention and its stars becoming unlikely celebrities. The musical parody capitalizes on this popularity while simultaneously commenting on it, creating a meta-narrative that appeals to both fans and newcomers.Moreover, the success of Heated Rivalry reflects a broader trend in entertainment where audiences are increasingly drawn to content that acknowledges and plays with its own artificiality. In an era of heightened awareness about media consumption, audiences seem to appreciate works that don't pretend to be anything other than what they are – crafted, performed, and enjoyed.The Future of Parody Theater: What's Next?As the Off-Broadway scene continues to evolve with these clever parodies, we can expect to see more adaptations of popular TV shows and movies hitting the small stage. The success of Heated Rivalry, following in the footsteps of Titanique and other parody hits, suggests that there's a sustainable market for this type of entertainment.What's particularly interesting is how these parodies are pushing the boundaries of traditional musical theater. They're more immediate, more self-aware, and more willing to break the fourth wall than many conventional productions. This approach seems to resonate with younger audiences who are accustomed to interactive media and meta-commentary.Looking ahead, we might see parodies of other recent cultural phenomena – perhaps streaming hits, viral social media trends, or even political events. The key to success, as demonstrated by Heated Rivalry, will be balancing genuine affection for the source material with sharp, intelligent humor that offers something new to the conversation.

The LeadAs temperatures soar to unprecedented levels in May, a concerning pattern emerges among swallow populations across the UK. Young chicks, unable to withstand the extreme heat, are prematurely abandoning their nests, resulting in high mortality rates and threatening the survival of this year's broods.The Event DetailsUnder the scorching tin roofs where swallow nests are typically built, temperatures have become unbearable for the young chicks. With no sweat glands to regulate body temperature, the chicks are forced to the edge of their nests, eventually making the fatal decision to leap—often before they've developed the ability to fly. The author describes finding chicks huddled on the ground, vulnerable to predators and environmental hazards, while parent birds continue to bring insects that provide both nutrition and moisture in a desperate attempt to sustain their young.The Data AnalysisThis phenomenon occurs during a record-breaking week of May heat in the UK, with temperatures reaching unprecedented levels for this time of year. The heatwave represents a significant deviation from the normal climate patterns that migratory birds like swallows have evolved to rely on. These birds typically leave South Africa for the UK's plentiful insect supply and temperate spring and summer, only to encounter conditions far exceeding their evolutionary adaptations.The Impact AnalysisThe premature nest abandonment represents a broader environmental crisis as extreme weather events disrupt natural ecosystems. The heatwave is dehydrating animals, drying up soil and ponds, disrupting food chains, stressing trees, and scorching plants. For migratory species like swallows, these changes create a mismatch between their biological rhythms and environmental conditions, potentially leading to population declines and ecosystem imbalances. The situation highlights how climate change is affecting wildlife at the most vulnerable life stages.The PredictionAs climate patterns continue to shift, such extreme weather events may become more frequent, posing increasing challenges for wildlife populations. Conservation efforts may need to adapt to provide additional support for vulnerable species during extreme weather conditions. For swallows and other migratory birds, the changing climate could alter migration patterns, breeding seasons, and survival rates, potentially leading to long-term ecological consequences if adaptation doesn't occur quickly enough.

The prosecution: MelanieI want to live a healthier life too, but removing all plastics is unrealistic and unaffordableMy girlfriend, Amy, has become increasingly concerned about microplastics and environmental toxins, and it is starting to feel a little too much. It all began after she watched online content about how plastics affect fertility, and has escalated into a broader effort to remove anything she considers “toxic” from our home.We have thrown out hundreds of pounds’ worth of cleaning products and replaced toothbrushes and dental floss. I came home from work to find all our plastic food containers had been binned, and now she wants to discuss replacing furniture, like swapping our white plastic dining table for an oak one.In principle, I understand it will be better for us. I share her desire to live a healthier lifestyle, especially as we are trying for a baby using a donor and I will be the one carrying the pregnancy. However, the pace and the intensity of the change feels a bit unmanageable.If I pick up a plastic bottle of water, Amy will snatch it from my hands and say it’s poisonousWe can’t realistically eliminate all plastics and find alternatives overnight. Unfortunately, the world is full of plastic and so is our home: we have polyester cushions, plastic shoes and appliances that I’m not prepared to chuck out. Attempting a total removal feels financially and emotionally unsustainable. Buying a new dining table won’t be easy on our wallets.We are both self‑employed and saving for a baby, so we need to be frugal. Plastic‑free products are often deemed as specialist and it’s hard to get cheap alternatives. When I found Amy had splurged on all these organic cleaning products I was shocked, because they cost about £200.At the moment, it feels as if any “normal” behaviour is deemed to be unsafe by her. If I pick up a plastic bottle of water, Amy will snatch it from my hands and say it’s poisonous.I support her decision to live with fewer toxins, but her level of vigilance is harming our wellbeing. I want us to make healthier choices, but to do so gradually and realistically, rather than through sweeping changes that leave us feeling anxious and restricted.The defence: AmyI’m conscious of what we’re exposed to as we’re trying for a baby and I want the best for themPlastics and chemicals are everywhere. I’m not pretending we can eliminate them all, but I’d like to make some changes. I don’t think the only rational response when presented with all the information about toxins and plastics is to shrug and accept it without question.It’s not that hard to make some changes. Mel says: “Microplastics are everywhere, so where does it end?” But she should be saying: “What can we do to start?”Small changes help improve our health. I watched a documentary and it really scared me: I learned that just brushing my teeth with my normal toothbrush was releasing hundreds of thousands of microplastics into my mouth every day. These are linked to illness and altered brain functionality.Mel hasn’t heard all of the facts. If she watched the same documentary, she would feel the sameI didn’t start looking into endocrine disruptors and microplastics because I wanted to overhaul our home overnight. It was because we’re trying for a baby and that makes me more conscious of what we’re exposed to. If we have a child, I want them to have the best start in life and be as healthy as possible.Sometimes Mel acts as if I’m trying to dismantle our entire life, but I’m just trying to make things better. Switching cleaning products and replacing plastic food storage with glass will benefit us for years. When I threw our cleaning products away, it was because I had done the research and knew how much better nontoxic ones would be for us. That wasn’t a gradual adjustment, but I don’t regret it.I feel overwhelmed sometimes, but being told to “calm down” or “take it slow” doesn’t help. I don’t want to make our lives miserable. I want us to make informed choices together.Not drinking from plastic bottles is an easy change we can make, as is using better cleaning products. Mel and I need to work together on this, and active participation is important to me. If my decisions seem rash, it’s only because Mel hasn’t heard all of the facts. If she watched the same documentary she would feel the same. I don’t want to scare her, but making our home safer for our unborn child is a priority.The jury of Guardian readersGetting rid of plastic won’t make Amy and Melanie’s home healthier if they replace it with pressure and resentment. Amy’s pursuit is noble, but her cold‑turkey approach risks alienating Melanie from the cause.Estelle, 27They both want to live with fewer toxins, but Amy shouldn’t decide the pace at which they do this without agreement from Melanie. Amy throwing out all plastic containers and cleaning products without any discussion contradicts her claim that she wants “to make informed choices together”.Val, 68Life’s too short to make it hard for yourself. Carrying containers everywhere and only going to specialist retailers? No one’s got time for that when there’s work and chores to be done. Changing your life after one documentary is extreme, and Amy should consider the benefits of plastic.Ivan, 29We can’t live perfect lives, but that doesn’t mean we shouldn’t try to make better choices. I think they plan together what can change now and what can wait, Melanie might feel part of it instead of feeling it is something being done to her.Michael, 39Amy is valiant in trying to live a healthier lifestyle, but not making it a joint decision with Melanie seems to be detrimental to their relationship, and they need to be working together when they have a child. I wonder if Amy’s obsession might be masking a deeper issue.Jon, 50Now you be the judgeIn our online poll, tell us: should Amy bin her hatred of plastics?The poll closes on Wednesday 3 June at 9am BSTLast week’s resultsWe asked, should Martin stop telling his wife how to mop the floor?98% of you said yes – Martin is guilty2% of you said no – Martin is innocent

The Lead: Labour's Internal Debate Over InequalitySenior Labour figures Wes Streeting and Andy Burnham have launched a sharp critique of former Prime Minister Tony Blair, accusing him of failing to confront inequality in his recent assessment of the party. The exchange comes as Blair published a lengthy critique of Labour's time in office under Keir Starmer, advocating for policies including cracking down on welfare spending and abandoning restrictions on oil and gas production.The Event Details: Blair's Critique and Labour's ResponseIn his essay, Blair criticized the policy proposals of both Burnham and Streeting – both widely expected to challenge Starmer for the leadership should Burnham win the Makerfield byelection. Streeting responded in a Guardian article, stating that "inequality – the economic, social and democratic fracture running through modern Britain – is treated as peripheral rather than fundamental" in Blair's analysis.Burnham, the mayor of Greater Manchester, added that "He doesn't mention inequality once" in Blair's essay, suggesting that failing to address this issue demonstrates a misunderstanding of current political dynamics. "If you don't get how that's driving politics now, if you are not rooting your analysis in the fact that people are unable to live and that things that were taken for granted are no longer affordable, then you are not understanding what's going on," Burnham stated.The Ideological Divide: Policy Disagreements Within LabourThe disagreement highlights significant policy differences within the Labour party. Streeting defended his approach to taxation, stating it was vital to "tip the balance of taxation away from work towards wealth," directly countering Blair's suggestions. He also rejected Blair's call for accommodation with US policies, criticizing Blair's war in Iraq and stating that "Atlanticism cannot mean automatic subservience."Torsten Bell, the Department for Work and Pensions minister who was a key author of Labour's last budget, supported the criticism of Blair's analysis, stating that "the challenge for the essay is that it doesn't have a project that remotely fits the time and place we are living in." Bell also disputed Blair's assessment that VAT should have been raised instead of employers' national insurance, calling it "a recipe for much higher interest rates" and inflation.The Political Implications: Leadership Challenges and Party DirectionThe exchange comes at a critical time for the Labour party, with potential leadership challenges on the horizon. Blair's critique specifically targeted the policy proposals of both Burnham and Streeting, who are seen as potential successors to Starmer. The focus on inequality suggests a strategic positioning by these figures as they prepare for potential leadership contests.Streeting emphasized that "the task of progressive politics is not to recreate yesterday, but to ensure ordinary working people have power, protection and opportunity in the world now emerging." This approach contrasts with what appears to be Blair's nostalgia for past political strategies, particularly the 1990s approach that defined his premiership.The Future Outlook: Labour's Path ForwardBlair has stated that his essay aims to "start a debate in the party about serious policy," suggesting that he views the current direction as potentially leading to "real trouble" for the country. However, the response from senior Labour figures indicates that any debate will necessarily center on the role of inequality in British politics and the appropriate response to economic challenges.The exchange also highlights the ongoing tension within Labour between different generations of leadership and their approaches to policy. As the party considers its future direction, the debate over inequality appears set to remain central, with Streeting and Burnham positioning themselves as champions of addressing economic disparities that they see as fundamental to modern British politics.

Executive Summary of Trump’s Hormuz ThreatFormer President Donald Trump issued a stark warning in a video posted on 2026-05-28, claiming that Oman must "behave" concerning the strategic Strait of Hormuz or risk being "blown up." The remarks, though lacking any official policy backing, have ignited debate over their potential impact on Gulf security and U.S. diplomatic credibility.Trump’s Video Threat to Oman Over the Strait of HormuzThe clip, circulated on social media, shows Trump delivering an unfiltered statement: "If Oman doesn’t behave, we’ll blow them up." No accompanying military plan or official endorsement was provided, and the video appears to be a personal commentary rather than a formal policy declaration.Absence of Concrete Military or Economic DataNo budgetary figures or troop deployments were mentioned.There are no sanctions, trade figures, or oil‑price projections linked to the threat.U.S. Department of Defense and State Department have not issued statements confirming any operational intent.Potential Ripple Effects on Gulf Security and DiplomacyThe rhetoric could destabilize an already volatile region. Oman, a neutral conduit for oil shipments through the Strait, may feel pressured to align more closely with U.S. interests, while neighboring Iran and Saudi Arabia could interpret the threat as an escalation, prompting defensive posturing.Forecast: Diplomatic Fallout and Strategic RecalibrationAnalysts expect:Increased diplomatic outreach from the U.S. to reassure Gulf allies and mitigate panic.Possible condemnation from Oman’s foreign ministry, emphasizing sovereignty and regional peace.Heightened scrutiny of Trump’s public statements by U.S. intelligence and policy circles to prevent misinterpretation.Overall, while the video lacks official backing, its existence underscores the challenges of separating personal political commentary from formal foreign‑policy signals in the digital age.

The Papal Warning on AI's Ethical Crisis Pope Leo XIV has denounced the "culture of power" driving the rapid rise of artificial intelligence while warning that the technology must be subject to the "most rigorous" ethical constraints as it infiltrates everything from work to war. In his first major encyclical of his papacy, titled Magnifica Humanitas (Magnificent Humanity), the Pope presented the document himself during an event at the Vatican, marking a significant papal intervention in the global AI debate. The Encyclical's Core Ethical Framework The encyclical represents one of the highest forms of teaching from a pope to the Catholic church's 1.4 billion members, outlining his priorities while highlighting what he considers society's major issues. Pope Leo, who has previously identified AI as the biggest threat to humanity today, called for the "disarming" of AI, stating that some autonomous weapons systems are "practically beyond any human reach" to control. "Disarming AI means freeing it from the mentality of 'armed' competition," the Pope wrote. "To disarm does not mean rejecting technology, but preventing it from dominating humanity," adding that the technology should be "human-friendly", accessible to all and opened to discussion and debate. AI's Role in Modern Warfare In a significant warning about military applications, Leo referred to "a troubling revival of war as an instrument of international politics" and said AI was helping to facilitate the "normalization of war." He emphasized that "the development and use of AI in warfare must be subject to the most rigorous ethical constraints, to guarantee respect for human dignity and the sanctity of life and to avoid a race to develop such arms." The Concentration of Digital Power In a passage that appeared to be targeted at Silicon Valley, the Pope warned that power over digital systems, infrastructure and data "does not rest with states but with major economic and technological actors." He cautioned that when such power is concentrated "in the hands of the few" it tends to "become opaque and evade public oversight, increasing the risk of distorted forms of development that give rise to new dependencies, exclusions, manipulations and inequalities." The Vatican's Engagement with Tech Industry The Vatican has been seriously engaged on questions surrounding AI for several years, including having regular dialogues with Microsoft, Google and other big technology firms. Christopher Olah, a co-founder of Anthropic who attended the Vatican event, supported the need for greater oversight, stating that "the development of AI cannot be left solely to technology companies, urging greater oversight from religious leaders, governments and civil society." Olah warned there was "a real possibility" that AI would displace human labor "at very large scale," adding that "if that happens, supporting those displaced will be a moral imperative of historic proportions." Historical Reflections and Digital Slavery In a notable historical reflection, Pope Leo apologized for the Catholic church's long delay in condemning slavery, describing it as "a wound in Christian memory." He also spoke of the "new forms of slavery" due to the digital economy, particularly noting his family history includes both enslaved people and enslavers. "It is impossible not to feel deep sorrow when contemplating the immense suffering and humiliation endured by so many in stark contrast to their immeasurable dignity as persons infinitely loved by the Lord," the Pope wrote. "For this, in the name of the church, I sincerely ask for pardon." The Future of AI Regulation and Oversight The Pope emphasized that the Catholic church wanted to work with AI developers to discuss proper use of the technology. According to Christopher White, a senior fellow at Georgetown University's Initiative on Catholic Social Thought and Public Life, "Leo has done in this document is put the full weight of his office behind the Catholic church's efforts to be in dialogue with big tech." White noted that the Pope "is clearly approaching AI from a position of humility and making it clear that the church doesn't have all of the answers when it comes to what sort of policies are necessary for AI regulation. But he is being clear-eyed that AI development can't simply be the wild west like some of its advocates would like to see."

The Explicit RoleNot many actors are relieved when they have to film an eye-poppingly explicit sex scene, but that was the case with Jamie Bell on Half Man. His role involved chemsex in saunas, dogging in car parks and illicit quickies in library loos. "Honestly, I was so grateful to be shooting that stuff and not fucking 16-page dialogue scenes, where you're emoting and it's so intense," says Bell. "On days when my character had to have sex with random people, I'd think: 'Thank God!' Frankly, it came as a welcome reprieve."The Creative PartnershipRichard Gadd's first TV show since the Emmy-gobbling global Netflix hit Baby Reindeer, Half Man chronicles the combustible, codependent relationship between two "brothers from another lover". Niall (Bell) is bookish, bullied and closeted. Ruben (Gadd) is the swaggeringly violent ex-con son of his mother's girlfriend. The six-part drama – which reaches its devastating finale next week – traces the inseparable duo's toxic relationship across three decades.The role of Niall was written specifically for Bell. "I didn't realise that when I initially read the scripts," says Bell. "But later, when I met Richard in Los Angeles to discuss it, he said he wrote it with me in mind. I was incredibly flattered … It's a sensory experience reading Richard's material. He truly takes you to those places in your own life. It probes experiences you've kept hidden away somewhere and chosen to forget."Character ComplexityHe was drawn to his Half Man character's complexity. "I thought: 'Woah, this man is on such a destructive downward spiral …' He's got everything he wanted in life but still can't accept who he is. Niall is living as several different people and he's not comfortable with any of them."Bell really empathised with gentle Niall being drawn to such an aggressive alpha male. "Ruben is this disaster of a man. A bull in a china shop, destroying everything and everyone in his wake. Why doesn't Niall step away? Partly self-preservation. Niall feels vulnerable whereas Ruben is intimidatingly powerful. He can be Niall's protector. People fear him. Because of that, Niall latches on to him almost parasitically. Ruben becomes his life support system. I understood that 100%."I grew up in an all-female household and did ballet, so I used to attach myself to tough, troubled guys too. Not my kind of crowd at all but I'd rather have them on my team than not."Themes of Toxic MasculinityNiall struggles with his sexuality to the extent that he undergoes conversion therapy. As a straight man, Bell felt an acute sense of responsibility portraying that. "It's the centre of the character," he says. "The basis of all his issues. I took that very seriously. Niall's self-hate goes beyond shame or societal pressure. Somehow, his own sexuality doesn't sit right within his worldview. That, to me, is beyond sad. 'Be yourself' is the simplest advice yet at times, the hardest to adhere to." As a result of his turmoil, Niall goes to some dark places sexually. "Because of his repression, everything is guarded and hidden. That becomes the excitement. It's an addiction. He gets a kick from dangerous sex."With its portrayal of male rage and damaged antiheroes, Half Man taps into debates about toxic masculinity. Does Bell believe his gender is in crisis? "Look at who are the majority transgressors in this world," he says. "It's men, on all fronts – not just misogyny but conflict, crime, everything. It's important to shine a light on that. The conversation is ongoing. Hopefully this show adds something."The ImpactIt's no-holds-barred TV, full of sex, violence and gut-punch plot twists. "It's a brutal, beastly thing that Richard has created," says Bell. "I'd be lying if I said it was easy or fun to make." Yet the show represents a significant moment in television, pushing boundaries in its depiction of complex male relationships and sexuality. Bell's performance as Niall, combined with Gadd's writing and performance as Ruben, creates a character study that resonates with contemporary discussions about identity, self-acceptance, and the destructive patterns that can emerge from unresolved trauma.