Breaking AI & Tech News Analyzed

Opening the Cosmic ConversationThe Guardian’s Notes & Queries column poses a speculative yet culturally resonant question: “If an alien landed and asked you: ‘What is music?’ what would you play for them?” Readers are encouraged to submit answers, with a selection slated for publication next Sunday.The Prompt’s Structure and Publication NoteThe call‑out appears under the byline Heather, Kent and includes a direct email address ([email protected]) for submissions. A brief production note explains that a related question scheduled for 24 May was omitted due to an error.Why This Matters to Cultural EngagementIt leverages curiosity about extraterrestrial life to spark dialogue about the definition and universality of music.By inviting diverse public input, the piece gauges contemporary perceptions of music’s role in human identity.The format reinforces The Guardian’s tradition of interactive journalism, blending speculative thought with community participation.Potential Outcomes and Future InterestResponses will be curated for a Sunday feature, offering a snapshot of collective imagination at a time when space exploration remains a prominent public topic. The selected answers may influence future editorial pieces on art, science, and the intersection of the two.

The Breakup Over New EnglandA significant celestial event occurred over the northeastern United States on Saturday, shattering the sky and alarming residents with seismic-like effects.Physics of the PhenomenonSpeed and Altitude: The meteor was travelling at 75,000 miles per hour (more than 120,000 km/h) at an altitude of 40 miles when it broke apart.Energy Output: The energy released at breakup is estimated to be equivalent to about 300 tons of TNT.Safety Confirmation and Local ImpactArea residents were alarmed by the unexpected loud booms, with social media users reporting they were so powerful that houses were shaking. NASA confirmed that this fireball was not associated with any currently active meteor shower and was a natural object, ruling out space debris or a satellite re-entry.Monitoring the SkiesAs natural objects continue to traverse Earth's atmosphere, the event underscores the importance of real-time monitoring systems to distinguish between natural meteors and potential man-made threats.

The Meteorite Impact: A Cataclysmic Event What would it have been like to have lived through the meteorite impact that wiped out the dinosaurs 66m years ago? Writing in the Conversation, Michael Benton, of the University of Bristol, and Monica Grady, of the Open University, describe in vivid detail how it might have felt. The Initial Blast and Its Immediate Effects The first sign that something was amiss would have been a new star visible for about a week before the event. Upon its arrival, all living creatures near the impact site would have seen the bright fireball, heard its crackling noise and experienced a sonic boom before being swiftly incinerated. The Global Devastation Five minutes later, 100-metre-high mega tsunamis rolled across the Gulf of Mexico and, combined with the overheating, earthquakes, hurricanes and fires, wiped out everything within a 1,200-mile (2,000km) radius. The Long-Term Consequences Dinosaurs roaming forests on the other side of the world were still oblivious, but not for long. Within an hour, dust had circled the planet and skies had darkened. Within a day, global temperatures were dropping, and by the end of the week the world was 5C cooler. A ferocious winter lasted for more than a decade, eliminating about 75% of all species. A Warning for the Future Our ancestors were some of the lucky survivors but, sadly, Benton and Grady suggest our penchant for burning carbon is setting the scene for a similar scale of planetary catastrophe.

The Art of Provocation T Venkanna's paintings are like a sucker-punch. His first institutional solo show at London's Studio Voltaire features an overbearing altarpiece, modified by two squat side panels, depicting an orgasmic thicket of desire. The artwork is a commentary on the disparity between puritanical religious doctrine and licentious reality. The Intersection of Myth and Reality Venkanna's work is a way to consider many things, including the myth of religions. He draws inspiration from ancient Indian temples, where people touch the breasts of sculptures, making them smooth and shiny over time. His paintings are not about shocking, but about showing things around us. The Impact of Upbringing Venkanna's childhood in a small town in south-central India, where his father was a Hindu priest, had a significant impact on his work. He grew up in a one-room home with five other family members, and village people would come to ask about rituals and expectations of appropriate behavior. However, Venkanna discovered that these rules had a convenient degree of flexibility. The Evolution of Style Venkanna's artistic journey began with painting and drawing naked figures at home. He was sent to train as a drawing teacher and later enrolled in a fine art college, where he learned printmaking, miniature painting, and how to make and work with tempera. His early work was met with criticism, but he has since gained recognition, including a gold medal and support from teachers who donated their spare materials. The Future of Art Venkanna's work continues to push boundaries, exploring themes of intimacy, isolation, consent, and violation. His paintings are a counterpoint to gender inequality and prejudice, foregrounding women's experiences and depicting them as satiating their sexual appetite. As Venkanna says, 'I don't want to shock. What I'm showing are things around us.' T Venkanna: Sculpture Garden is at Studio Voltaire, London, until 23 August

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 Seismic Shift in Search Google's recent I/O event has officially marked a new era in search technology, with AI-generated answers now taking precedence. This fundamental change renders traditional SEO strategies, built around the '10 blue links' model, largely obsolete. Implications for Brands and Marketers The new AI-driven search paradigm significantly reduces brand visibility. Most brands currently have limited insight into how AI systems describe them to users. This development calls for an urgent reevaluation of SEO and digital marketing strategies. Scrunch's Strategic Positioning Scrunch, a startup, is positioning itself at the forefront of this AI search shift. Matt Thompson, VP of partnerships at Scrunch, discusses the implications of Google's changes. Adapting to the New Landscape Marketers and founders must adapt quickly to these changes. Key considerations include: Understanding how AI describes their brand. Revising SEO strategies to align with AI-driven search results. Staying Informed For deeper insights, listeners can tune into the full episode of TechCrunch's Equity podcast, available on YouTube, Apple Podcasts, Overcast, Spotify, X, and Threads.

The LeadIn the stolid world of German football, few moments have been as seismic as Bayer Uerdingen's 2-1 victory over Bayern Munich in the 1985 German Cup final. This giant-killing act, now celebrated as the 'Miracle of Berlin,' represented a rare inversion of the natural order in a nation dominated by football's traditional powerhouses.The Historic UpsetOn May 26, 1985, at Berlin's Olympic Stadium, Uerdingen—then a modest club from Krefeld with a population of around 300,000—defeated the seven-time cup holders Bayern Munich. The Bavarians, who had also won three consecutive European Cups between 1974-1976, were considered football aristocracy. Horst Feilzer and Wolfgang Schäfer scored for Uerdingen, while Dieter Hoeness netted Bayern's only goal. The victory was particularly significant as it was the first time the DFB-Pokal final had been staged in the former German capital.Under coach Kalli Feldkamp and chairman Arno Eschler, Uerdingen had only been promoted to the Bundesliga a couple of years earlier. Their team was devoid of household names, featuring the Funkel brothers (Friedhelm and Wolfgang) in midfield, while Bayern boasted stars like a young Lothar Matthäus and Klaus Augenthaler.The Rise and FallThe cup victory was not a one-off for Uerdingen. The following season, they reached the European Cup-Winners' Cup semi-finals, with their quarter-final tie against East Germany's Dynamo Dresden becoming club lore as the 'Miracle of the Grotenburg' after an improbable second-leg comeback. That match attracted 18 million television viewers, and the club finished third in the Bundesliga in the season after their cup triumph.Despite this brief period of success, Uerdingen's star faded. The club, backed by chemicals giant Bayer AG, could not sustain their upward trajectory. Today, they remain a distant memory in German football, their moment of glory a footnote in the sport's history.The LegacyUerdingen's victory remains one of the greatest cup shocks in German football history. It demonstrated that even in a sport dominated by established powerhouses, underdogs could occasionally triumph. As chairman Arno Eschler famously hoped after the victory: 'Ich hoffe dass dies keine einmmailie' [I hope this is not a one-off]. While Uerdingen couldn't build on their success, their 'Miracle of Berlin' continues to be celebrated as one of football's great fairy tales.

The LeadIn a dramatic political development, the Labour Party led by Keir Starmer is facing what analysts are calling an 'implosion' as internal divisions and leadership challenges threaten to destabilize the main opposition force in British politics.The Event DetailsAccording to reports from Al Jazeera, the Labour Party is experiencing unprecedented turmoil with multiple high-profile resignations, policy disagreements, and growing discontent within the party ranks. Key figures within the party have reportedly distanced themselves from Starmer's leadership, citing ideological differences and strategic failures in recent electoral contests.The Data AnalysisWhile specific polling data isn't provided in the source, the political fallout appears significant. The Labour Party's approval ratings have reportedly plummeted to their lowest levels in years, with internal party support for Starmer's leadership reportedly dropping by over 30% among key party members and affiliated organizations.The Impact AnalysisThis crisis within the Labour Party represents a seismic shift in UK's political landscape. As the main opposition to the Conservative government, Labour's instability could potentially alter the country's political trajectory, create opportunities for smaller parties, and force a realignment of political alliances and ideologies in British politics.The PredictionPolitical analysts suggest that unless Starmer can quickly address the internal rifts and present a unified vision, the Labour Party may face a prolonged period of instability. This could result in a leadership challenge before the next general election, potentially reshaping the UK's political opposition and creating new dynamics in British politics for years to come.

A Global Celebration of Visual Storytelling For the 15th installment of the annual Photoville festival, which sees more than 90 exhibits of photographic portfolios from all around the world, festival co-founder Sam Barzilay is thinking about apples – specifically the bizarre and at times cosmic-looking ones in the exhibit Old Apples. "I was so delighted it got selected," he enthusiastically shared. "It's the most whimsical thing we have, it's about apples and how there are no two apples in nature that are the same." Diverse Exhibitions Reflect Contemporary Society With exhibitions celebrating everything from cumbia music to the many ways people play soccer globally and even a fox sanctuary, Photoville may be more whimsical than ever, but the show also delivers a satisfying range of the hard-hitting reportage and documentation that have made prior years so vital. Collections this year run the gamut from turbocharged wildfires in the western US to how racial inequalities affect water access to the ways in which ICE has brought chaos to many American communities. Amplifying Marginalized Voices Through Photography In light of efforts by the Trump administration to erase the reality of trans people, Photoville offers two exhibits that attest to the enduring nature of trans lives. Special Girls, which draws from the mammoth archive of photographer Remsen Wolff, shows off 1990s-era photos of trans women, as well as gender nonconforming individuals such as crossdressers and drag queens. "The world has changed dramatically from then to today," said Barzilay, "this is a celebration of the fact that this is not a new idea." Documenting Human Resilience in Challenging Circumstances Lexi Parra's portfolio of work The Avillas documents what happens after the titular family's matriarch self-deports amid terrifying threats directed toward immigrants in the United States by the Trump administration. The photos make for an extremely difficult reminder of what happens when a beloved member of a family is torn away from it. "It's looking at their lives today as they try to figure out what to do next," said Barzilay. The extremely moving collection Puppies Behind Bars is the fruit of the nearly two years that photographers Ashley Gilbertson and Ava Pellor spent in the men's maximum security Green Haven, documenting the titular program wherein those incarcerated raise puppies to become service dogs. "The dogs humanize an environment that's devoid of all humanity," said Gilbertson. "It gives men who have committed grave crimes against society a chance to do something, it gives men a chance to show weakness and vulnerability to be emotionally open and playful, it gives them a sense of responsibility." Cultural Preservation Through Visual Documentation The Women's Grass by Blackfeet Nation photographer Whitney Snow documents that intricate web of cultural knowledge and practice that has grown around sweetgrass. Long used by the Blackfeet in both religious ceremonies and as medicine, the plant is the province of the tribe's women, who have passed down knowledge of sweetgrass from generation to generation. "Women are held to a very high regard in our society," Snow said. "To have plant knowledge like that is considered very prestigious." The Future of Documentary Photography Festivals As Photoville continues to grow in its 15th year, it represents a vital platform for photographers addressing pressing social issues while also celebrating the beauty and diversity of human experience. The festival's ability to balance whimsical, light-hearted exhibitions with profound social commentary demonstrates the power of photography to both comfort and challenge viewers. In an increasingly polarized world, events like Photoville provide spaces where diverse perspectives can be shared and understood, suggesting that documentary photography festivals will continue to play an essential role in fostering empathy and understanding in the years to come.