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The Lead At the Milken Institute Global Conference, leaders from across the AI supply chain gathered to discuss the current state and future of artificial intelligence. They touched on various challenges, including chip shortages, energy constraints, and the potential for new AI architectures. The Bottlenecks in AI Development The discussion highlighted several bottlenecks in AI development. Christophe Fouquet, CEO of ASML, noted that despite efforts to accelerate chip manufacturing, the market will likely remain supply-limited for the next two to five years. Francis deSouza, COO of Google Cloud, pointed out the immense demand for AI infrastructure, with Google Cloud's revenue growing 63% and its backlog nearly doubling to $460 billion. The Data and Energy Constraints Qasar Younis, co-founder and CEO of Applied Intuition, emphasized that the bottleneck for his company is not silicon but data gathered from the real world, which is essential for training physical AI models. The energy required to power AI infrastructure is also a significant concern. deSouza mentioned that Google is exploring data centers in space to address energy constraints, although this comes with its own set of challenges. New AI Architectures and Their Implications Eve Bodnia, founder of Logical Intelligence, discussed a different approach to AI, focusing on energy-based models (EBMs) that aim to understand the underlying rules of data, similar to human brain function. This approach could be particularly useful for applications requiring an understanding of physical rules, such as chip design and robotics. The Future of AI: Agents, Guardrails, and Trust Dmitry Shevelenko, chief business officer of Perplexity, talked about the evolution of its search product into a 'digital worker' called Perplexity Computer. This tool is designed to act as a staff that a knowledge worker can direct, raising questions about control and security. Shevelenko emphasized the importance of granularity in permissions and actions to ensure trust and security. The Geopolitical and Generational Impact The discussion also touched on the geopolitical implications of physical AI and its impact on national sovereignty. Younis noted that physical AI manifests in the real world in ways that governments can't ignore, leading to questions about safety, data collection, and control. Regarding the impact on the next generation, the panelists were optimistic, highlighting the potential for AI to help address significant problems and unleash new levels of creativity and opportunity.

The Unexpected Partnership On Wednesday, xAI and Anthropic announced a surprise partnership that has the Claude-maker buying out "all of the compute capacity at [xAI's] Colossus 1 data center," roughly 300MW that allowed Anthropic to immediately raise its usage limits. It's a huge deal for xAI, likely worth billions of dollars. More importantly, it immediately monetized one of the company's most impressive accomplishments, turning xAI from a consumer to a provider of compute. The Strategic Implications It's tempting to see the arrangement as a shot at OpenAI amid the ongoing lawsuit. But Musk's explanation on X was that xAI had already moved training to a newer data center, Colossus 2, and xAI simply didn't need them both. In the short term, there's an obvious logic at work. xAI's existing products are mostly focused on Grok, which has seen plummeting usage since the image generation debacles earlier this year. The Financial Impact xAI's partnership with Anthropic is likely worth billions of dollars. xAI was valued at $230 billion in its January funding round. CoreWeave, which oversees a comparable quantity of computing power, is worth less than a third of that. The Industry Context But beyond the short-term benefit, the Anthropic partnership sends an unusual message about where Elon Musk's priorities really lie. It suggests the company's real business may be more about building data centers than training AI models. It's rare to see a major tech company treat compute resources this way when companies like Google and Meta, which are also training models, are building more data centers. The Future Outlook By focusing on data centers (earthbound and otherwise), xAI is positioning itself more like a neocloud business: buying GPUs from Nvidia and renting them out to model developers like Anthropic. It's a far more difficult business, squeezed by both chip suppliers and the shifting cycles of demand. Musk's version of a neocloud is more ambitious, as you might expect. Some of the data centers might be in space — at least by 2035, if things go according to plan.

Newcastle and Brentford Shake Up the European RaceThe Premier League race for the top six took a significant turn on Saturday, May 2, 2026, with Newcastle United ending a worrying four-game losing streak and Brentford securing a commanding 3-0 victory over West Ham United.Newcastle End Four-Game Drought with 3-1 VictoryEddie Howe’s side finally clicked into gear against Brighton, with Harvey Barnes sealing the win and seemingly extinguishing relegation fears. The match was particularly notable for the presence of Saudi investors in the stands, adding a layer of scrutiny to Howe's tenure.Standings Shift: Brighton's European Ambitions StalledBrighton's push for a top-four finish suffered a major setback. By failing to secure all three points, they have allowed rivals to close the gap in the race for Champions League qualification. Meanwhile, Brentford's dominant performance moves them up to sixth place, keeping them firmly in the mix for a European berth.Eddie Howe's Redemption Arc and West Ham's StruggleThe victory is a crucial psychological boost for Newcastle, ending a run of four defeats that threatened to derail their season. Conversely, West Ham's loss in the London derby leaves them vulnerable as the season reaches its climax.Final Weekend Implications: Spurs vs. VillaWith the weekend's results settled, the focus now shifts to Sunday, where Spurs face Aston Villa. This match is set to be a decisive factor in determining the final composition of the top four.

The Stakes at Old Trafford: A Champions League Qualification BattleManchester United sit third in the table, three points ahead of Liverpool, and need just two more points to lock in a top‑five finish. The match on Sunday, May 3 at 3:30pm GMT could be the decisive step toward Europe’s elite competition.Match Preview: United’s Momentum Under Caretaker Michael CarrickSince taking over after Ruben Amorim was dismissed, caretaker manager Michael Carrick has overseen a marked improvement, lifting United from a 15th‑place finish last season to a genuine European challenger. Carrick describes the fixture as a “standout” rivalry, emphasizing the club’s recent consistency and the importance of the result for Champions League qualification.Key Numbers Shaping the ContestCurrent league positions: United 3rd (68 points), Liverpool 4th (65 points)Head‑to‑head record: 243 meetings – United 92 wins, Liverpool 82 wins, 71 drawsRecent form: United unbeaten in last 5 league games; Liverpool on a three‑match winning streakIndividual milestones: Bruno Fernandes one assist away from the 20‑assist single‑season recordStrategic Implications for Both ClubsFor United, a win would cement a top‑five finish and provide a psychological edge heading into the season’s final stretch. For Liverpool, missing Mohamed Salah due to a hamstring injury adds pressure to maintain momentum without their talisman, while manager Arne Slot stresses the game’s importance for securing the highest possible league position.Projected Line‑ups and Possible OutcomesUnited (predicted XI): Lammens; Dalot, Maguire, Heaven, Shaw; Casemiro, Mainoo; Mbeumo, Fernandes, Cunha; Sesko.Liverpool (predicted XI): Woodman; Jones, Konate, Van Dijk, Robertson; Gravenberch, Mac Allister; Szoboszlai, Wirtz, Gakpo; Isak.Analysts expect a tightly contested match, with United’s home advantage and recent defensive solidity potentially offset by Liverpool’s attacking depth despite Salah’s absence. A draw would keep both clubs within striking distance of the Champions League spots, while a win for either side could lock in the final European berth.

Unexpected Discovery: Twins Share a Mother but Not a FatherOn their shared 49th birthday, sisters Lavinia Osbourne and Michelle Osbourne revealed a startling truth: although they were born minutes apart in Nottingham in 1976, they have different biological fathers. The revelation came after both took DNA tests with the genealogy firm Ancestry, confirming a phenomenon that has never before been recorded in British history. Heteropaternal Superfecundation ExplainedThe twins’ situation is a textbook case of heteropaternal superfecundation, a rare reproductive event where a woman releases multiple eggs in one cycle, has intercourse with more than one partner, and each egg is fertilised by sperm from a different man. The resulting embryos develop simultaneously, leading to twins who are also half‑siblings. How Rare Is This Phenomenon? Global StatisticsFewer than 20 confirmed cases have been documented worldwide in the scientific literature.Most cases are identified only when both twins independently submit DNA tests.Non‑identical twins typically share >50% of paternal DNA; in heteropaternal cases, the shared paternal DNA drops to near zero. Implications for DNA Testing and Family IdentityThe Osbourne twins’ story underscores two broader trends. First, consumer DNA services are uncovering hidden family structures that were previously unknowable, challenging long‑standing assumptions about lineage. Second, the emotional impact can be profound: the twins described years of uncertainty about their father’s identity and the “twin magic” they felt despite the genetic split. What the Future Holds for Genetic Ancestry ServicesAs testing becomes cheaper and more widespread, experts predict a rise in similar revelations. This could lead to:Greater demand for counseling services linked to genetic testing.More rigorous privacy safeguards as sensitive family information surfaces.Scientific interest in studying how differing paternal DNA influences twin development, health outcomes, and personality. For now, Lavinia and Michelle continue to celebrate their bond, proving that shared experiences can outweigh genetic differences.

The Incident A 33-year-old Cuban man has died in Immigration and Customs Enforcement (ICE) custody, believed to be by suicide, the agency has said. A monitoring group on Friday said Denny Adan Gonzalez was the 18th person to die in US immigration custody this year amid the administration of US President Donald Trump’s mass deportation drive. He is also the fifth death believed to be by suicide, according to Physicians for Human Rights, which warned of a pattern of “increasing suicides”. Background and Details In its statement, ICE said Gonzalez had been arrested on December 12, 2025, in Charlotte, North Carolina for “assault on a female and domestic violence”. He was transferred to ICE custody at Stewart Detention Center in Georgia in January. It added that he had previously been expelled from the US but re-entered without documentation in 2022. On Tuesday, Gonzalez was found unresponsive in his cell and was pronounced dead at a nearby hospital, according to ICE. He was discovered by staff from CoreCivic, a private prison company that partners with ICE. Concerns Over Detention Conditions Monitors have said 2026 is on track to have the highest death toll in ICE custody in the agency’s 22-year history. Last year already saw a record number of deaths in immigration custody, with 33 confirmed. The uptick comes amid a surge in immigration detentions under Trump, which reached a high of more than 70,000 people in detention in January of this year. That was up from just less than 40,000 people in immigration detention when Trump took office in January 2025, according to the Transactional Records Access Clearinghouse (TRAC) tracker. Response from Advocacy Groups Responding to Gonzalez’s death, Physicians for Human Rights said it “reflects a pattern of increasing suicides in a system where solitary confinement remains widespread, despite well-documented evidence of its severe psychological harms”. Andrew Free, a lawyer who tracks immigration detention, has said Gonzalez had been held in solitary confinement. ICE did not say in its statement whether Gonzalez was being held in isolation when he was found dead. Al Jazeera has reached out to the agency for comment. In a statement, Katherine Peeler, a medical doctor and professor at Harvard Medical School, said she was “not surprised by this death – and that is precisely what makes it so devastating”. “When someone in immigration detention is placed in isolation, already separated from family, community, social and legal support, the risk compounds. ICE has received this evidence repeatedly, through our reports, through congressional testimony, through research by their own oversight bodies.” ICE's Response For its part, ICE said in its statement it is “committed to ensuring that all those in custody reside in safe, secure, and humane environments”. “All people in ICE custody receive medical, dental, and mental health intake screenings within 12 hours of arriving at each detention facility; a full health assessment within 14 days of entering ICE custody or arriving at a facility; access to medical appointments; and 24-hour emergency care,” it said. “At no time during detention is a detained noncitizen denied emergency care,” it added.

Heroic Homecoming: Sawe Returns on a Military PlaneHugged, cheered and adorned with garlands, Sabastian Sawe landed at a small airport 2,150 m above sea level on a Kenyan military aircraft reserved for special operations. His wife Lydia Sawe waited with a bouquet of orange roses, and the couple shared an emotional embrace that set the tone for a village‑wide celebration.Breaking the Two‑Hour Barrier: 1h 59m 30s at London MarathonTime: 1h 59m 30sDate: 2026‑04‑26Record improvement: 65 seconds faster than the previous world recordEvent: London MarathonThe performance not only rewrote the marathon record books but also sparked worldwide debate about the limits of human endurance.Altitude Advantage: Why Kenya Produces Marathon LegendsSawe hails from the Great Rift Valley, a region where daily life at high altitude naturally boosts red‑blood‑cell production. This physiological edge translates into superior oxygen delivery when Kenyan athletes compete at sea level, giving them a measurable performance advantage.His grandmother, Vivian Kimaru, a former Olympian (Munich 1972, 1500 m & 800 m semi‑finalist), underscores the deep family and community tradition of elite distance running.What This Means for Global Marathon RacingThe sub‑two‑hour milestone reshapes expectations for elite marathoners worldwide. Sponsors, race organizers and governing bodies will likely invest more in pacing technology, shoe innovation and altitude‑training camps to chase the new benchmark.Kenya’s cultural celebration, from rice and chapati feasts to traditional music, reinforces the nation’s identity as the cradle of long‑distance excellence.Looking Ahead: Sawe’s Next Challenges and the Future of Sub‑Two MarathonsWith the record now under his belt, Sawe faces the question of whether he can consistently dip below two hours on varied courses. Analysts predict a surge of attempts in the next 2–3 years, especially as more athletes train at altitude and benefit from emerging shoe technologies.For Kenya, Sawe’s triumph is both a personal victory and a rallying point for the next generation of runners who will continue to dominate the sport.

The Pentagon's AI Expansion into Classified NetworksThe U.S. Department of Defense has announced significant agreements with leading technology companies including Nvidia, Microsoft, Amazon Web Services, and Reflection AI. These deals permit the deployment of advanced AI technologies and models on the Pentagon's classified networks for "lawful operational use," marking a major step in the military's AI transformation strategy.Strategic Partnerships for Military AI ImplementationThe Pentagon's statement emphasizes that these agreements "accelerate the transformation toward establishing the United States military as an AI-first fighting force" and will enhance warfighters' capabilities across all domains of warfare. This move comes after the Department's controversial dispute with Anthropic over usage terms, where the Pentagon sought unrestricted use of Anthropic's AI tools while the AI lab insisted on guardrails to prevent misuse for domestic mass surveillance and autonomous weapons.The Department highlighted its commitment to preventing vendor lock-in, stating it will "build an architecture that ensures long-term flexibility for the Joint Force" by accessing "a diverse suite of AI capabilities from across the resilient American technology stack."High-Security AI Deployment FrameworkThe AI hardware and models from these companies will be deployed on Impact Level 6 (IL6) and Impact Level 7 (IL7) environments—high-level security classifications for data and systems critical to national security. These environments require robust physical protection, strict access controls, and regular audits to maintain security integrity.The Pentagon noted that these deployments will "streamline data synthesis, elevate situational understanding, and augment warfighter decision-making" in secure environments where sensitive military operations are planned and executed.Current AI Adoption in Defense OperationsThe Department revealed that over 1.3 million DoD personnel have already utilized its secure enterprise platform for generative AI, GenAI.mil. This platform provides access to large language models (LLMs) and other AI tools within government-approved cloud environments, primarily supporting non-classified tasks such as research, document drafting, and data analysis.This existing infrastructure forms the foundation upon which the newly announced classified AI capabilities will be built, creating a comprehensive AI ecosystem across both classified and non-classified defense operations.Future of AI in National Security StrategyThe Pentagon's diversification of AI vendors signals a strategic shift toward a more resilient and flexible AI infrastructure for national defense. By partnering with multiple technology companies rather than relying on a single provider, the military aims to maintain technological superiority while mitigating potential supply chain risks.As AI continues to evolve, these partnerships will likely expand to include more specialized AI applications for defense purposes, potentially including autonomous systems, advanced threat detection, and predictive analytics for military planning and operations.

The Guardian’s review highlights how Marlène Myrtil’s new work Océan Brun transforms the cathedral’s stone arches into a stage for a stark environmental lament, foregrounding the sargassum crisis that chokes Caribbean coasts.A Lament for Caribbean Islands Takes the StageSet against the towering arches of Leicester Cathedral, the duet of Deborah Lary and Francis Saint‑Albin interprets testimonies from Guadeloupe and Martinique, where floating mats of toxic brown seaweed threaten biodiversity and health.Sargassum’s Threat Becomes a Choreographic NarrativeThe performance weaves abstracted voices—“headache”, “burn”, “medicine”—into movement, using breath‑laden gestures and qigong‑inspired stillness to convey urgency. A projected film of the seaweed‑strangled ocean provides a visual backdrop, though its daylight visibility is limited.Source of inspiration: interviews with Caribbean islandersCompany: Compagnie Kaméléonite (based in Martinique)Festival: Let’s Dance International Frontiers (runs until 9 May)No Quantitative Data, but Environmental Stakes Remain HighWhile the review offers no specific figures, the underlying crisis involves months‑long sargassum blooms that release harmful gases, causing headaches and respiratory issues for coastal communities.Cultural Resonance and Environmental AwarenessBy placing a Caribbean ecological disaster within a historic English cathedral, the piece bridges geographic and cultural divides, prompting audiences to confront climate impacts beyond their immediate surroundings.Future of Eco‑Theatre in Global FestivalsThe positive reception suggests a growing appetite for works that merge art with activism, potentially encouraging more festivals to program environmentally‑focused performances.