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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 Lead: Olivia Colman's Personal Reflections on 'Jimpa' In Jimpa, Olivia Colman plays a woman named Hannah who visits her father in Amsterdam, only to have family dynamics and personal revelations come to the surface. The film has triggered deep personal reflections for Colman about her relationship with her own father, who passed away recently. The Film's Exploration of Family Dynamics and Queer Identity Jimpa, a compound of "Jim" and "grandpa," follows Hannah as she travels to Amsterdam with her husband and 16-year-old trans child Frances. The film explores themes of intergenerational queerness, as Hannah's father Jim (played by John Lithgow) left his family 40 years ago to live a fuller queer life than Australia could offer at the time. Director Sophie Hyde wanted to challenge assumptions about how families respond to conflict, asking: "Can we ask our characters to respond with loving kindness, when usually our instinct is instant conflict?" Colman's Personal Connection to the Material Colman found a sharp parallel between her character's experience and her own relationship with her late father. "My dad and I, in real life, fought a lot. We adored each other, but oh my God, did we fight, and I don't really fight with anybody else," she shared. The role taught her to "listen and shut up" and to be "that nicer person" she wished she could have been with her father. Sexual Awakenings Across Generations Each character in Jimpa experiences a sexual encounter that changes them, challenging assumptions about sexuality and age. "I definitely didn't want Jim to not have a sexuality about him because he was older," explained Hyde. "I didn't want him to become somebody who talked about gayness as a theory. I wanted him to be a virile human being." The film portrays these awakenings with honesty and complexity, particularly for the young trans character Frances. The Impact of Authentic Representation The film's approach to queer identity and family relationships represents a significant shift in mainstream cinema. Aud Mason-Hyde, who plays Frances and is Sophie Hyde's real-life child, noted the pressure on young trans people to be "palatable and agreeable" while their own needs are often minimized. The film provides a nuanced portrayal of these dynamics without resorting to stereotypes or simplistic resolutions. The Future of Intergenerational Storytelling Jimpa represents a growing trend in cinema that explores complex family relationships across generations, particularly within LGBTQ+ communities. As audiences increasingly seek authentic and nuanced portrayals of diverse experiences, films like Jimpa pave the way for more honest explorations of identity, sexuality, and family dynamics. Colman's performance, informed by her personal reflections, adds a layer of authenticity that resonates beyond the screen.

The Earliest Known Dental TreatmentNeanderthals used stone drills to treat cavities almost 60,000 years ago in what is the earliest known evidence of dental treatment. This groundbreaking discovery challenges previous assumptions about Neanderthal capabilities and reveals their sophisticated approach to medical care.The Discovery in SiberiaThe single molar, unearthed in a cave in southern Siberia's Chagyrskaya site, features a deep hole that appears to have been created using a sharp, thin stone tool during the lifetime of the tooth's owner. The tooth, dated to be 59,000 years old, was found alongside the remains of Neanderthals and thousands of stone tools that have been excavated at the site.Scientific Evidence of Ancient DentistryThe lower molar features a deep hole in the centre of the tooth extending into the pulp cavity. Microscopic X-ray imaging revealed changes in mineralization that indicated severe tooth decay. Researchers conducted experiments on three modern human teeth to demonstrate that a hole of the same shape and patterns of microscopic grooves could be created by manually rotating a narrow, elongated tool made from local jasper between two fingers. Penetrating the dentin using this approach took between 35 and 50 minutes of continuous work.Expert Analysis of the ProcedureDr. Kseniya Kolobova, an archaeologist at the Siberian branch of the Russian Academy of Sciences, noted that this discovery "powerfully reinforces the now well-supported view that Neanderthals were not the brutish, inferior cousins of outdated stereotypes but a sophisticated human population with complex cognitive and cultural capacities."A dental professor who reviewed images of the tooth rated the Neanderthal's work as "a decent job." Justin Durham, a professor of orofacial pain at Newcastle University and the British Dental Association's chief scientific adviser, stated: "If I was marking this for a dental student, I wouldn't give it an A, but given the circumstances it's pretty impressive."Implications for Understanding Neanderthal CapabilitiesThis discovery represents the first time dental drilling has been demonstrated outside of Homo sapiens, and it is the oldest example of such behavior by more than 40,000 years. The smoothed edges of the drilled cavity and wear patterns inside it suggest the individual survived and continued to chew with the tooth for some time after the procedure.Dr. Lydia Zotkina, an archaeologist at the Russian Academy of Sciences and co-author, emphasized the remarkable strength of will required: "What struck me, and continues to strike me, is what an incredibly strong-willed person this Neanderthal must have been. They must have surely understood that although the pain of the procedure was greater than the pain of the inflammation, it was only temporary and had to be endured."This finding adds to previous evidence of Neanderthals caring for the sick and vulnerable group members, including an adult man with a withered arm and deformities in both legs, and a child with Down's syndrome who survived until at least the age of six. The latest discovery reveals not only compassion, but an impressive level of self-control by the patient and advanced technical skills by the practitioner.

The Pentagon's UFO Disclosure: A Strategic Move or Political Theater?The recent release of classified UFO documents by the Pentagon has ignited a firestorm of speculation about the true motives behind this unprecedented transparency. As the U.S. government acknowledges the existence of unidentified aerial phenomena, questions arise about whether this disclosure serves a genuine national security purpose or functions as a calculated political distraction from pressing domestic issues.Breaking Down the Pentagon's UFO RevelationThe Pentagon's decision to declassify previously restricted UFO documents represents a significant shift in government transparency regarding unexplained aerial phenomena. These documents, spanning decades of military encounters with unidentified objects, include detailed accounts from pilots, radar data, and official government investigations. The release comes at a time when public interest in UFOs has reached unprecedented levels, fueled by recent congressional hearings and official acknowledgments of potential extraterrestrial encounters.Political Calculations Behind the DisclosurePolitical analysts suggest the timing of the UFO disclosure may not be coincidental. With critical midterm elections approaching and public attention divided among numerous pressing issues, some experts argue that the UFO narrative could serve as a strategic distraction. By diverting media coverage and public discourse toward the enigmatic and less politically charged topic of UFOs, the administration might be attempting to shift focus away from more contentious domestic policies or international conflicts.Public Perception and Government TrustThe release of UFO information has had a profound impact on public perception of government transparency. Polls indicate a significant portion of the population views this disclosure with skepticism, believing it to be either incomplete or deliberately misleading. This skepticism reflects broader concerns about government credibility and the selective release of information. The UFO phenomenon has become a litmus test for public trust, with many citizens questioning whether authorities are being fully transparent about all aspects of national security.Future Implications for Government TransparencyLooking ahead, the Pentagon's UFO disclosure may set a precedent for how the government handles other sensitive topics. If this transparency is perceived as genuine, it could encourage more openness regarding other classified matters. However, if the public views it as a political maneuver, it may further erode trust in government institutions. The coming months will be critical in determining whether this UFO disclosure represents a new era of transparency or merely a temporary distraction in the complex landscape of political communication.

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.

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 Upcoming Vote on Squad Cost Ratio in the ChampionshipEFL Championship clubs are set to vote on a proposal that would align their financial framework with the Premier League from next season. The plan replaces the existing profitability and sustainability (P&S) rules with a squad cost ratio (SCR) system that caps player‑related spending at 85% of football revenue. An annual equity injection of roughly £10m would be allowed to count as revenue, expanding clubs’ spending capacity.Financial Numbers Behind the Proposed ChangesCurrent P&S loss limit in the Championship: £39m over a three‑year period.Proposed SCR cap: 85% of football revenue.Equity injection counted as revenue: about £10m per year.Average League One owner investment this season: £9.6m (up from £2.6m four years ago).League One salary‑cost management protocol (SCMP) would fall from 60% to 50% of turnover.Potential Shift in Competitive Balance Across the EFLThe divergent reforms would likely widen the financial gap between the Championship and League One. Championship clubs would gain greater freedom to invest in squads to chase promotion, while League One clubs would be forced to tighten budgets, potentially boosting the medium‑term value of their assets and attracting external buyers.What the Vote Outcome Could Mean for English FootballBoth proposals require at least 16 of the 24 clubs in each division to vote in favour. Sources suggest the votes could be tight, reflecting differing views on financial regulation. If adopted, the Championship would move in step with the Premier League’s SCR, while League One would operate under a stricter SCMP, reshaping spending dynamics and possibly influencing promotion‑relegation battles in the coming seasons.

The Lead Japan has suspended rugby coach Eddie Jones for four games and cut his salary for "verbal abuse directed at local officials" during an Australian tour. The Incident Details The Japan Rugby Football Union (JRFU) said on Wednesday that the 66-year-old Australian violated their ethics and disciplinary regulations during a Japan Under-23 team tour of Australia from April 1 to 15. "These measures relate to incidences of verbal abuse directed at local match officials," the JRFU said in a statement. The Disciplinary Response Jones will miss Japan's Nations Championship opener against Italy in Tokyo on July 4 and not be allowed to take any part in two games pitting a Japan select team against Hong Kong on May 22 and 29. He is also banned from the Japan XV game against the Maori All Blacks on June 27 in Nagoya and the full Japan side's Nations Championship opener against Italy. He is suspended from duty for six weeks between April 24 and June 5. The Coach's Response "I accept the disciplinary action of the JRFU relating to the U23 Japan national team tour of Australia," Jones said in a statement. "Some inappropriate remarks that I made caused discomfort to local match officials and other related parties. I would like to offer my sincere apologies to everyone involved. I deeply regret my behaviour and words and will make every effort to ensure that this doesn't happen again."

Iga Swiatek's Dominant Performance Iga Swiatek gave another indication that she might be back to her brilliant best after destroying Jessica Pegula 6-1, 6-2 on Wednesday and breezing into the Italian Open semi-finals. The Match Details A three-time champion in Rome, Swiatek took little more than an hour to take care of fifth seed Pegula on centre court, in a show of force on her preferred surface not seen since she last won the French Open two years ago. Upcoming Matches and Potential Opponents Swiatek has set up a clash with either second seed Elena Rybakina or Elina Svitolina in the last four. A potential decider with reigning Roland Garros champion Coco Gauff awaits for the winner of that last-four match-up in Saturday’s final. Emma Raducanu's Comeback Meanwhile, Emma Raducanu will make her comeback from illness at the Internationaux de Strasbourg next week. The British No 1 has not played a tournament since Indian Wells in March because of a post-viral illness after she first fell unwell in February, pulling out of four successive events. Road to the French Open Raducanu travelled to Rome and practised ahead of the current Italian Open but ultimately decided she was not quite ready to return. Taking a wild card into Strasbourg means the 23-year-old will gain valuable time on the clay ahead of the French Open, which begins on May 24.