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Campbell Brown, once Meta’s inaugural news chief, is now spearheading Forum AI to evaluate how large language models handle complex, high‑stakes subjects such as geopolitics, mental health, finance, and hiring. After witnessing the launch of ChatGPT, she warned that AI could become the primary conduit for information—"not very good"—and set out to build a benchmark system that pairs world‑leading experts with AI judges. Forum AI’s Quest to Benchmark High‑Stakes AI Answers The company assembles experts—including Niall Ferguson, Fareed Zakaria, former Secretary of State Tony Blinken, former House Speaker Kevin McCarthy, and former cyber‑security chief Anne Neuberger—to design nuanced evaluation criteria. AI judges are then trained to match expert consensus, targeting roughly 90% agreement on contentious topics. Funding and Early Metrics: $3 Million Seed Round and 90% Human‑Expert Consensus Seed funding: $3 million led by Lerer Hippeau (closed fall 2025). Founded: 17 months ago in New York. Performance goal: achieve ≈90% consensus with human experts across geopolitics, finance, mental‑health, and hiring benchmarks. Why Current Foundation Models Miss the Mark on Truth and Bias Initial evaluations revealed systematic issues: Gemini sourced content from Chinese Communist Party sites unrelated to the query, and most models displayed a left‑leaning political tilt. Other failures include missing context, ignoring alternative perspectives, and straw‑man arguments—all of which erode user trust. Enterprise Audits as the Next Lever for Trustworthy AI Brown argues that businesses—especially those using AI for credit, lending, insurance, and hiring—have a strong liability incentive to demand accurate, auditable outputs. While many firms currently rely on superficial checkbox audits, Forum AI proposes deep, domain‑expert‑driven evaluations to meet emerging regulatory requirements, such as New York City’s hiring‑bias law. Looking Ahead: From Compliance Checks to a Truth‑Optimized AI Ecosystem Brown believes the industry stands at a crossroads: AI can either cater to user whims or prioritize “what’s real, honest, and truthful.” If enterprise demand for rigorous audits scales, it could force model developers to embed robust truth‑verification mechanisms, shifting the AI landscape toward higher reliability and public trust.

The Court Verdict on Milka’s ShrinkflationThe Bremen regional court concluded that Mondelēz violated German consumer‑protection law by reducing the weight of the Milka Alpine Milk bar without clear on‑pack communication. The ruling, brought by Hamburg’s consumer office, orders the company to add a prominent notice for at least four months before the change can be considered compliant.How Mondelēz Reduced the Milka Alpine Milk BarThe classic Milka bar, long sold in a 100 g format, was quietly trimmed to 90 g. The physical bar became a millimetre thinner, yet the purple wrapper and branding remained identical, making the reduction difficult for shoppers to detect.Original weight: 100 gNew weight: 90 g (‑10 %)Packaging: unchanged purple foilPrice increase: from €1.49 to €1.99Price and Size Changes: The Numbers Behind the CaseBeyond Milka, Mondelēz’s other confectionery lines have faced similar cuts, including Toblerone (‑20 g) and smaller boxes of Quality Street and Celebrations. The broader market context shows cocoa bean prices soaring due to poor harvests in Ghana and Côte d’Ivoire, pushing ingredient costs up by double‑digit percentages.Cocoa price rise: > 30 % YoY (2025‑2026)Energy and transport cost increase: ~ 15 %Average confectionery price inflation in Germany: 6 % (2025)Consumer Trust and Industry Ripple EffectsThe verdict fuels a growing consumer backlash against “shrinkflation,” a practice that keeps shelf‑price stable while silently reducing quantity. A poll cited in the case named the Milka bar the “rip‑off packaging of the year 2025.” The ruling may prompt other European regulators to require explicit size‑change notices, potentially reshaping packaging strategies across the food sector.Potential EU‑wide packaging‑notice guidelines under discussionIncreased scrutiny of other Mondelēz brands (Toblerone, Oreo)Retailers considering voluntary front‑of‑pack alertsWhat’s Next for Mondelēz and European Packaging Rules?Mondelēz has one month to lodge an appeal. In the meantime, the company says it is reviewing the decision and will “communicate transparently” with consumers. If the appeal fails, the precedent could accelerate legislative moves toward mandatory size‑change labeling, forcing multinational food firms to redesign packaging and pricing models across the EU.

The Lead: Middlesbrough's Unexpected Playoff PathMiddlesbrough are scheduled to return to training on Friday in preparation for a potential playoff final against Hull at Wembley on Saturday week, despite having lost their semi-final to Southampton. This unusual situation arises from a "spygate" scandal that has seen the south-coast club charged with misconduct after one of their analysts was allegedly caught spying on Middlesbrough's training.The Spygate Incident: Details of the Alleged EspionageThe controversy erupted when William Salt, one of Tonda Eckert's analysts for Southampton, was allegedly caught spying on Kim Hellberg's Middlesbrough team at their Rockliffe Park base near Darlington last Thursday. This led to Southampton being charged with misconduct by the English Football League, with Boro and the EFL hoping that an independent disciplinary commission will reach a verdict in the coming days.The disciplinary panel possesses the power to impose a wide range of punishments if Southampton is found guilty, ranging from fines to the deduction of points and expulsion from the playoffs. This follows a precedent set in 2024 when Canada Women's team was deducted six Olympic points and their head coach received a 12-month FIFA ban after using a drone to spy on New Zealand at the Paris Olympics.Punishment Precedents: Analyzing Potential SanctionsThe EFL has reminded the disciplinary commission that the Priestman case was resolved within seven days and a similarly swift outcome is hoped for. However, there is a right of appeal, and it remains to be seen whether other Championship clubs will support suspicions that they were also spied on by Southampton by presenting the commission with hard evidence of training-ground espionage.Historically, Leeds were fined £200,000 after their then manager, Marcelo Bielsa, admitted sending a staff member to spy on Derby's training in 2019. However, a tougher EFL rule designed to deal with the problem has since been introduced, suggesting potential harsher consequences for Southampton.Championship Implications: Wider Effects of the ScandalThe incident has sent shockwaves through the Championship, with clubs potentially reviewing their security protocols at training facilities. The case also highlights the increasing importance of sports integrity in an era where technological advancements make espionage easier to conduct.Meanwhile, Middlesbrough's players and coaching staff are maintaining their focus on football matters. Hellberg and his players stayed in Hampshire on Tuesday night before flying back to Teesside, with a squad meeting scheduled for Thursday before returning to full training on Friday.Prediction: Likely Outcomes and Next StepsShould Southampton be found guilty, a sporting sanction rather than a fine seems increasingly likely. The Priestman precedent suggests that a points deduction, which could be applied in the Premier League or EFL next season, could prove a feasible alternative to expelling Southampton from the playoffs and reinstating Boro.The timeline for resolution remains uncertain, but with the EFL pushing for a swift verdict similar to the Priestman case, a decision could come within days. Regardless of the outcome, this incident has already cast a shadow over the Championship playoffs and raised important questions about sportsmanship and integrity in professional football.

The Lead The V&A;'s "Rising Voices" exhibition attempts to condense three decades of art from across Asia, Australia, and the Pacific into just three rooms, creating both an impressive display and significant limitations in telling the full story of the region's diverse artistic traditions. The Exhibition's Cultural Treasures The opening room features an array of remarkable works including bark cloth paintings from Papua New Guinea, Indigenous Australian abstracts, shark sculptures from the Torres Strait, and Tahitian textiles. Indigenous and First Nations artists form the heart of the exhibition, with stunning pieces like Lila Warrimou and Pennyrose Sosa's hypnotic bark cloth paintings where every shape carries specific cultural meanings. Aline Amaru's Tahitian quilt tells the story of her husband's dynastic lineage, representing the rich cultural heritage preserved through art. Art as Historical and Political Resistance Many works in the exhibition carry the heavy burden of colonial history. Elisabet Kauage depicts Melanesian figures being transported in Captain Cook's ship, while Sri Lankan artist Pala Pothupitiye paints over historical colonial maps to expose injustices. Brenda V Fajardo portrays Filipino women enduring under colonial rule. Beyond historical contexts, many artists created work under political oppression—Svay Ken painted quietly through Cambodia's Khmer Rouge regime, Heri Dono produced his grotesque cubistic works under President Suharto's dictatorship, and Maryam Ayeen and Abbas Shahsavar depict contemporary Iranian life pressures. The Exhibition's Design Limitations The presentation of this vibrant art faces significant criticism. The exhibition employs "dull, grey and depressing lighting more akin to a funeral home" that fails to showcase the bright, colorful nature of the works. A single, mournful piano ballad loops loudly throughout the space, creating an unwelcoming atmosphere that discourages prolonged viewing. These design choices undermine the powerful and often beautiful artworks they're meant to highlight. The Challenge of Comprehensive Representation The fundamental issue lies in the exhibition's scope—attempting to represent art from dozens of countries, countless Indigenous populations, and multiple continents in just three rooms. Each segment—Pakistani miniature painting, Indigenous Australian photography, Papua New Guinean textiles—deserves its own comprehensive exhibition. The current format offers merely "a barely cracked window into a vast world" without providing a cohesive narrative thread connecting these diverse artistic traditions. The Future of Global Art Exhibitions The "Rising Voices" exhibition highlights both the richness of Asia-Pacific art and the challenges of representing such diversity within institutional constraints. Future exhibitions of this scale must either commit to comprehensive, in-depth explorations of specific artistic traditions or develop stronger curatorial frameworks that can meaningfully connect diverse works without reducing their cultural significance. The V&A; has presented a glimpse into a vast world of art, but there remains immense opportunity to more fully celebrate the incredible diversity of contemporary art from across this region.

The Lead: Preserving Environmental HistoryOver four years in the 1820s, Charles Waterton built a 9ft-high, 3-mile-long wall around the parkland and lake of Walton Hall in Yorkshire, creating what could be the world's first nature reserve. Now, the overlooked achievements of this innovative reserve and the crumbling wall that still surrounds Waterton's former home are being remembered through WallFest, a programme of 60 community events organised by a charity dedicated to protecting the wall and preserving its legacy.The Historic Wall: Engineering Environmental ProtectionThe wall, built between 1820-1824, was designed to be fox- and poacher-proof, enclosing Waterton's estate and creating a sanctuary for wildlife. After completing the wall and banning hunting and shooting, Waterton recorded 5,000 wildfowl on his lake and 123 species of birds, including those widely persecuted at the time, such as herons and kestrels. The boundary allowed hedgehogs and so-called vermin, like weasels, to roam freely through his reserve.Waterton's Environmental Legacy: A Pioneer Ahead of His TimeWaterton, an eccentric, controversial and pioneering environmentalist, implemented innovative conservation practices long before they became mainstream. He built nest boxes, special banks for sand martins and innovative bird hides, and offered local people sixpence for every hedgehog they brought into his reserve. Unlike sportsman-naturalists of the day, Waterton abhorred shooting and got into fistfights with armed poachers, thwarting their attempts to kill birds by placing dummy birds made from metal and wood in the trees.Waterton's environmentalism began after experiencing the natural wonders of the rainforests of Guyana, where he managed his father's sugar plantations. Upon returning to his family home in rapidly industrializing West Yorkshire, he was dismayed at the polluted state of waterways, woodlands stripped of birdlife and workers looking ill.The Conservation Challenge: A Wall in PerilToday, the historic wall has collapsed in places and is in urgent need of repair. Some sections have completely deteriorated, threatening the physical boundary that Waterton created and the historical significance it represents. The Friends of Waterton's Wall charity was created after Covid when local residents realized the wall they walked beside daily might not last another century.Waterton also launched one of the first known environmental legal actions, against a nearby soap works for releasing pollutants that killed trees and damaged his lake. Despite his visionary environmentalism, Waterton is mostly remembered for his eccentricity rather than his groundbreaking conservation efforts.WallFest: Community Action for HeritageThe WallFest events, taking place during May around the village of Walton, West Yorkshire, and in Waterton's former home (now a hotel), will help raise funds to repair the crumbling wall. The festival includes a short film supported by David Attenborough and various community activities designed to raise awareness of both the wall's condition and Waterton's environmental legacy."We're keen to raise the profile of the first nature reserve in the world," said John Smith, the chair of trustees of Friends of Waterton's Wall. "Waterton was a pioneering environmentalist, probably the first in this country. We also want to raise the profile of the wall itself and the need to preserve our heritage for future generations."The Future Outlook: Rediscovering an Environmental PioneerAccording to Barbara Phipps, a local resident and author of a biography of Waterton, his historical portrayal as "an amusing and strange fellow," in the words of Charles Darwin, was partly because he was a Catholic and was discriminated against, being excluded from mainstream careers in politics, law and the military.John Whitaker, a curator at Wakefield council's museums and castles and a trustee of the charity, also attributed the lack of acclaim for Waterton to his Catholicism. "He was a marginalised aristocrat, which is a weird situation to be in. He was never in the establishment. He was massively affectionate and incredibly progressive in many ways but also hugely contradictory."As WallFest aims to raise both funds and awareness, there's hope that Waterton's true legacy as an environmental pioneer will be properly recognized and that the historic wall will be preserved for future generations to appreciate.

Anthropic's Strategic Shift Towards Small Businesses Anthropic is expanding its AI offerings to cater to smaller companies, launching Claude for Small Business, a new suite of services designed for customers who are not large enterprises but rather local businesses like hardware stores or coffee shops. The Event Details: Claude for Small Business The new bundle of features is available via a toggle within Claude Cowork, Anthropic's task-automation platform for business users. By enabling this feature, paying users gain access to automated services including bookkeeping functions, business insights, and generative tools for ad campaigns. The suite also includes integrations with software products like QuickBooks, Canva, DocuSign, HubSpot, and PayPal. The Data Analysis: Small Business Impact Small businesses account for 44% of U.S. GDP. They employ nearly half of the private-sector workforce. There are 36 million small businesses in the U.S., making up the backbone of the economy. The Impact Analysis: Changing AI Adoption Landscape Anthropic's move signals that the AI platform wars are expanding downmarket, with the next major battleground for user acquisition being the 36 million small businesses. This shift is driven by the realization that while large enterprises have been early adopters of AI, smaller and mid-sized businesses are now increasingly adopting AI systems. The Prediction: Future Outlook Anthropic plans to aggressively promote its new features with a coast-to-coast promotional tour, starting in Chicago and hitting 10 cities in total. At each stop, the company will offer a free AI training workshop available to 100 local small business leaders. This strategic effort aims to position Anthropic ahead of its competitor, OpenAI, which launched Enterprise ChatGPT and ChatGPT Business at the end of 2023.

The Lead: Russia's New Nuclear PowerhouseRussia has successfully test-launched the Sarmat intercontinental ballistic missile, a weapon that President Vladimir Putin proudly declares as 'the most powerful missile in the world.' This development comes just days after Putin suggested the fighting in Ukraine is nearing its end, marking a significant moment in Russia's nuclear arsenal modernization efforts. The Sarmat, designed to replace the aging Soviet-built Voyevoda missiles, represents a substantial leap in Russia's strategic capabilities and is scheduled to enter combat service by the end of 2026.The Technical Breakthrough: Understanding the Sarmat MissileThe RS-28 Sarmat, codenamed 'Satan II' in Western intelligence circles, is an intercontinental ballistic missile with a minimum range of 5,500km (about 3,400 miles). According to Putin, the missile has a maximum range exceeding 35,000km (21,750 miles) – a claim disputed by Western analysts who estimate the actual range to be approximately 18,000km (11,000 miles). Despite this discrepancy, both figures would theoretically allow the missile to reach virtually any target on Earth from Russian territory.Development of the Sarmat began in 2011, and it will eventually replace about 40 Soviet-built Voyevoda missiles. Notably, one test in September 2024 reportedly ended in a catastrophic failure, highlighting the challenges in developing such complex weaponry. The Sarmat reaches 35.3 meters (116ft) in length, 3 meters (9.8ft) in diameter, and weighs 208.1 tonnes, with a maximum payload capacity of 10 tonnes.The Specifications: Capabilities and Design FeaturesThe Sarmat represents a significant advancement over its predecessors in several key areas. Putin claims that while maintaining the power of the Voyevoda, the new missile offers higher precision. Its maximum payload of 10 tonnes allows it to carry multiple independently targetable re-entry vehicles (MIRVs), with Putin stating that the combined power of these warheads exceeds four times that of any Western counterpart.One of the Sarmat's most notable features is its ability to reach high speeds quickly and stop burning its engines sooner than traditional intercontinental ballistic missiles. According to Putin, this characteristic gives missile defense systems less time and fewer opportunities to detect, track, and intercept the incoming missile. Additionally, the Sarmat is capable of suborbital flight, meaning it can reach outer space but cannot maintain orbit or complete a full revolution around Earth.The Geopolitical Impact: Russia's Arms Race StrategyThe unveiling of the Sarmat is part of a broader Russian strategy to counter what Moscow perceives as an expanding US missile defense system. Putin has explicitly linked these new weapons to the US withdrawal from the 1972 Anti-Ballistic Missile (ABM) Treaty in 2001, which Russia viewed as destabilizing the strategic balance.Russian military planners fear that a robust US missile shield could tempt Washington to launch a first strike, targeting most of Moscow's nuclear arsenal with the expectation that only a few retaliatory missiles might penetrate the defenses. In response, Russia has developed not just the Sarmat but also the Avangard hypersonic glide vehicle (capable of flying 27 times the speed of sound), the Oreshnik intermediate-range ballistic missile, and is developing the Poseidon underwater drone and Burevestnik cruise missile.The timing of these announcements is particularly significant, coming as Russia claims progress in negotiations to end the war in Ukraine. The display of nuclear capabilities may serve as both a deterrent to Western intervention and a demonstration of Russia's continued military prowess despite the ongoing conflict.The Future Outlook: Implications for Global SecurityThe deployment of the Sarmat missile is likely to intensify the nuclear arms race between Russia and the United States. While Putin claims the missile can 'penetrate all existing and future antimissile defense systems,' the US is simultaneously developing its own 'Golden Dome' missile defense system, estimated to cost $1.2 trillion over the next 20 years.The Sarmat's entry into service by the end of 2026 will mark a significant shift in the global strategic balance. Its capabilities, particularly if they approach Putin's claims rather than Western estimates, could render current missile defense systems obsolete and force a complete reassessment of nuclear deterrence strategies.As Russia continues to modernize its nuclear arsenal while simultaneously engaging in what it claims are peace negotiations over Ukraine, the international community faces the challenge of preventing a new era of heightened nuclear tensions. The Sarmat missile represents not just a technological achievement for Russia but a clear signal of its determination to maintain its status as a nuclear superpower in an increasingly multipolar world.

Smithsonian's Monumental Celebration of America's 250 Years To paraphrase the musical Rent, 131,487,300 minutes – how do you measure, measure 250 years? Especially in a country navigating an election year fraught with divisions and disagreements over basic facts? That is the challenge facing the Smithsonian National Museum of American History in Washington DC as it marks the semiquincentennial of US independence. The museum's answer is with 250 objects that tell the American story, ranging from a revolutionary war-era gunboat to gloves worn by a "Miracle on Ice" hockey player, from Thomas Jefferson's desk to a Donald Trump fan's "Make America great again" hat. A Museum-Wide Journey Through American History Opening on 14 May, "In Pursuit of Life, Liberty & Happiness" will display 250 objects encompassing 250,000 sq ft across all three floors of the museum. They range from old to new, from big to small and from sublime to mundane. Seventy-six of them – many rarely or never seen by the public – will be concentrated in cases lining the entry halls, while the remainder will be embedded throughout the museum's existing galleries, connected by a "ribbon" design to guide visitors on a historical treasure hunt. Each is paired with an action verb to underscore the view of democracy as a "highly participatory sport." Among the star attractions is the Philadelphia, a 53ft, flat-bottomed wooden gunboat constructed in the chaotic, sweltering summer of 1776. On a recent preview tour, visitors stepped into a climate-controlled enclosure at the museum where the air was thick with the scent of 100% acetone. Behind viewing windows that allow the public to see the work in progress, two conservators clad in headlamps and respirators were meticulously wielding soft and stiff bristle brushes, dental picks and wooden dowel rods to strip away decades of accumulated lacquer from a rusted iron cannon and its surrounding timber. By the Numbers: The Scale of the Exhibition The exhibition features 250 objects spread across 250,000 square feet of museum space. Seventy-six of these objects – many rarely or never seen by the public – will be concentrated in cases lining the entry halls. The Philadelphia gunboat itself weighs 16,000 pounds and was constructed in 1776. The wreck languished underwater for 159 years before being salvaged in 1935, fully intact with its armament and hundreds of artifacts scattered across its deck. When raised, the boat revealed about 600 to 800 items, including cannons, carriages, wheels, a stew pot, a melting pot for pitch, shoe leather, buttons from regimental coats, and even a leather button that was probably from someone's breeches. Reframing America's Complex Narrative "How do you structure a commemoration, celebration and time for reflection?" asks Anthea Hartig, the museum's director. "What we landed on were those moments where individuals or communities had fought for recognition and advocated for their own sense of identity and self in their role in creating and becoming a part of the United States. But we also wanted to do the playful." Hartig describes the US as "amazing, beautiful, complicated", and cites the African American writer James Baldwin's celebrated observation: "American history is longer, larger, more various, more beautiful, and more terrible than anything anyone has ever said about it." The exhibition captures both the monumental and the intimate aspects of American history. Alongside iconic items like Thomas Jefferson's portable desk on which he drafted the Declaration of Independence, the Star-Spangled Banner that inspired the national anthem, and George Washington's military uniform, are personal artifacts like a faux-pearl necklace worn by Abigail Adams in the mid-18th century. The Future of Historical Commemoration Hartig adds: "We believe that this anniversary is so important not only to the nation but the world, and that our past 250 years are filled with so much history that it takes an entire museum to do it justice." The exhibition also incorporates modern technology to enhance the visitor experience, including a virtual reality experience that transports visitors back to the Philadelphia's construction 250 years ago. As the museum continues to preserve and interpret America's complex past, the exhibition represents a new approach to historical commemoration – one that embraces the full spectrum of American experiences, from the revolutionary to the contemporary, and from the sublime to the mundane.

The Nostalgia Factor Nintendo's announcement of a Star Fox 64 remake has brought back memories for many gamers who grew up playing the game on the Nintendo 64 console. The game's 3D graphics and Rumble Pak technology were innovative features at the time of its release. The Remake Details The remake of Star Fox 64 will feature updated visuals and character designs, as well as newly voiced lines. The game's levels and layout will remain largely the same, with some minor changes. The Concerns Some gamers have expressed concerns that the remake is a rework of a game that is already 30 years old, rather than a new game in the series. There is a fear that the gaming industry is relying too heavily on nostalgia, rather than innovating and creating new experiences. The Industry Context The gaming industry has seen a trend of remakes and re-releases of classic games in recent years. This has been driven in part by the success of games like Resident Evil and Final Fantasy, which have seen significant updates and re-releases. The Future Outlook As the gaming industry continues to evolve, it will be interesting to see how developers balance nostalgia with innovation. Will the remake of Star Fox 64 be a success, or will gamers be looking for something new and different?