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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 LeadTonight's TV lineup features a mix of period dramas, comedy shows, and horror series. Here's a rundown of what's on: The Hardacres9pm, Channel 5This attempt to create a class-hopping version of Downton Abbey is generic but still very likable. As the second season begins, the working-class Hardacres are wondering how much longer they’ll be able to afford their country pile as a recession hits their business. Morecambe and Wise 1968: The Lost Tape8pm, BBC FourAiring on what would have been Eric Morecambe’s 100th birthday, this episode of The Morecambe and Wise Show – a recording of which was recently discovered in a private film collection – was first shown in September 1968 during the duo’s debut season at the BBC. Taskmaster9pm, Channel 4The latest series of this comedy is trundling happily along, cast roles now fully established. Armando Iannucci is the grumpy elder statesman: this time, he gets into a mess with a coconut. From9pm, Sky OneAcross three seasons, this horror set in a purgatorial US town has amassed a dense mythology of gory supernatural malarkey. Anchoring it has been Harold Perrineau as resolute lawman Boyd. Prisoner9pm, Sky AtlanticAs this thriller continues, Nina tracks down Amber and Tibor via their Uber-style curry delivery (“Let me guess: paneer tikka and a masala chai”) – is this a first for a crime drama? The Miniature Wife10pm, Sky Atlantic“Meet me in the dollhouse – I have an anniversary surprise for you …” But Les’s relief at being forgiven by Lindy in this dark, satirical comedy is short-lived, after he makes a tiny, rude discovery. Film ChoiceTrack 29 (Nicolas Roeg, 1988), 1.20am, Film4As masters of psychosexual drama, writer Dennis Potter and director Nicolas Roeg would seem perfect bedfellows. This 1988 collaboration doesn’t quite hit the spot but is disquieting and edgy enough for devotees of both.

Paris Saint-Germain has officially secured the 2025-26 Ligue 1 title, marking a fifth consecutive championship. Simultaneously, Inter Milan has completed a domestic double by winning the Coppa Italia, signaling a period of dominance in Italian football.PSG Secures Fifth Consecutive Ligue 1 CrownParis Saint-Germain (PSG) defeated Lens 2-0 in their penultimate match to seal the league title. Khvicha Kvaratskhelia opened the scoring after 29 minutes, and Ibrahim Mbaye added a stoppage-time goal. This victory gives PSG 76 points, leaving Lens on 67 points and ensuring second place for the French side.Inter Milan Completes Domestic DoubleIn Italy, Inter Milan comfortably beat Lazio 2-0 in the Coppa Italia final at the Stadio Olimpico. Adam Marusic scored an own goal in the 14th minute, and Lautaro Martínez doubled the lead just before halftime. This win marks a significant achievement for the newly crowned Serie A champions.Statistical Breakdown of the TitlesPSG Points: 76 points, out of reach of Lens (67 points).Inter's Record: Clinched the double, marking a significant achievement in their recent season.La Liga Battle: Alavés climbs to 15th place with 40 points, while Barcelona remains the newly crowned champions despite the loss.Shifting Power Dynamics in European FootballPSG's victory reinforces their status as the most successful club in Ligue 1 history, with 14 titles total. For Inter, this double solidifies their dominance following their Serie A triumph. However, the narrative in La Liga is shifting; despite Barcelona's league win, their defensive vulnerabilities were exposed by Alavés, highlighting the fierce battle for survival in the bottom half of the table.Future Outlook: Dynasty and Relegation FightsPSG is poised to enter the Champions League final against Arsenal later this month, aiming to add a European trophy to their domestic collection. In La Liga, the relegation scrap remains intense, with only five points separating the 8th and 19th places, suggesting a dramatic end to the season for several clubs.

Kelechi Iheanacho's penalty in the ninth minute of added time turned a 2‑2 draw into a 3‑2 victory, preserving Celtic's chance to win the Scottish Premiership on the season's final day.Iheanacho’s VAR‑Assisted Penalty Seals Celtic’s 3‑2 ComebackThe match appeared destined for a draw until referee John Beaton consulted VAR specialist Andrew Dallas after a handball by former Hearts midfielder Sam Nicholson. The subsequent spot‑kick was calmly slotted by Iheanacho, sparking a pitch invasion by the visiting supporters.Motherwell led 2‑1 before Celtic equalised through Benjamin Nygren and Elliot Watt.Late equaliser by former Hearts player Liam Gordon set the stage for the decisive penalty.Points and Goal‑Difference Shift After the WinThe win awards Celtic three points, eliminating the goal‑difference concern that had loomed over their title chase. Prior to the match, Celtic required a three‑goal victory to stay in contention; the three points now place them level on points with their nearest rivals, with the title to be decided on the final round.Implications for the Scottish Premiership Title RaceThe result intensifies the championship battle. Celtic now face a single equation: defeat Hearts on Saturday to secure the crown. Meanwhile, Motherwell had been eyeing European qualification, but the loss forces them to seek at least a point against Hibernian to preserve a top‑four finish.What Lies Ahead for Celtic and Their RivalsOn the final matchday, Celtic travel to face Hearts at Tynecastle. A win will crown them champions; any slip could hand the title to the Jambos. Martin O’Neill reflects on a near‑miss in the 2004‑05 season, underscoring the high stakes of this decisive fixture.

The United States Senate failed to curb President Donald Trump's authority to strike Iran without congressional approval on Wednesday, with the resolution falling short by a single vote (50-49). Despite this defeat, the vote marks a significant moment of dissent within the Republican Party, signaling growing unease over the war's trajectory. The Fracture in GOP Support: Senators Break Ranks on War Powers For the seventh time since the conflict began, lawmakers voted on a War Powers Resolution aimed at limiting the President's military authority. The bill, which would have required congressional approval for further strikes on Iran, garnered the highest level of support yet, with three Republicans joining the Democratic majority. Republican Defectors: Senator Lisa Murkowski broke ranks for the first time, while Susan Collins voted in favor for the second time. Libertarian Opposition: Senator Rand Paul consistently voted to curb executive war powers. Unexpected Alliance: Pro-Israel hawk John Fetterman sided with the Republican majority to block the measure. Economic Fallout: Oil Prices and Inflation Surge The political deadlock comes as the war's economic toll becomes increasingly visible. President Trump's blockade of the Strait of Hormuz has sent oil prices soaring, directly impacting the American consumer. Petrol Prices: The average price of one gallon of petrol has surpassed $4.50, up from less than $3 before the war. Inflation Impact: The energy crisis is fueling broader inflation across the US economy. Constitutional Tension and Public Distrust The vote highlights a fundamental constitutional struggle, as Trump has never sought congressional authorization to attack Iran despite the Constitution granting lawmakers the sole power to declare war. Public sentiment appears to be shifting against the administration. Public Opinion: A Reuters/Ipsos poll indicates that 61% of Americans believe the attack on Iran was a mistake, and two-thirds do not think Trump has clearly explained the war's rationale. Intelligence Discrepancy: The administration faces scrutiny over intelligence claims, as former Director of National Intelligence Tulsi Gabbard testified that Iran was not rebuilding its nuclear enrichment capabilities prior to the conflict. Political Pressure Mounts Amidst Economic Strain While the resolution is unlikely to pass the Republican-controlled House or survive a presidential veto, the votes serve as a record of dissent. As the economic burden on Americans grows, lawmakers are facing increasing pressure from constituents to address the financial crisis rather than pursue military escalation.

Breakthrough Eye‑Scan Technology UnveiledResearchers disclosed a novel ocular imaging method that can spot disease markers long before patients experience any symptoms. The announcement, made on 2026‑05‑13, highlights the scan's ability to analyze retinal biomarkers linked to systemic conditions.Mechanism Behind Pre‑Symptomatic DetectionThe scan leverages high‑resolution retinal photography combined with AI‑driven pattern recognition. By mapping micro‑vascular changes and cellular anomalies, the system flags early signs of illnesses such as diabetes, hypertension, and neurodegenerative disorders.Non‑invasive retinal imagingMachine‑learning algorithms trained on longitudinal health dataDetection window extending years before conventional diagnosisPotential Healthcare Cost ImplicationsEarly identification could reduce long‑term treatment expenses by enabling timely interventions. While specific cost figures were not disclosed, analysts note that preventing disease progression typically lowers hospitalization rates and chronic‑care spending.Implications for Preventive MedicineThis technology aligns with a growing emphasis on preventive care, offering clinicians a tool to monitor patient health proactively. It may also reshape screening protocols, shifting focus from reactive testing to routine ocular assessments.Future Outlook for Early DiagnosisExperts anticipate broader clinical trials and integration into primary‑care settings within the next few years. If validated, the eye scan could become a standard component of annual health check‑ups, accelerating the move toward a pre‑emptive healthcare model.

The Boycott Announcement and Its Immediate ContextIn early May 2026, a group of national broadcasters publicly declared they would not air the Eurovision Song Contest, citing political disagreements with the host country's policies.The boycott marks the first coordinated withdrawal since the contest’s inception in 1956, though isolated non‑participations have occurred before.Eurovision’s organizing body, the European Broadcasting Union (EBU), confirmed the boycott but emphasized that the live broadcast will proceed as scheduled.Potential Financial Ripple EffectsEurovision traditionally reaches an audience of 180 million viewers across 40+ countries, generating roughly $150 million in advertising and sponsorship revenue.A boycott by even a handful of high‑population markets could reduce ad inventory by an estimated 5‑10%, translating to a loss of $7‑15 million for the 2026 edition.Secondary revenue streams—such as official merchandise and streaming rights—may also see a dip if participating nations’ audiences disengage.Cultural and Diplomatic RamificationsEurovision has long served as a soft‑power platform, allowing participating states to showcase cultural identity and foster cross‑border dialogue.The boycott could signal a broader geopolitical rift, potentially diminishing the contest’s role as a neutral cultural arena.Artists from boycotting countries may still submit entries, but limited broadcast exposure could affect their international visibility and career trajectories.Scenarios for Eurovision’s FutureContainment Scenario: The boycott remains limited to a few broadcasters; viewership and revenue dip modestly, and the EBU implements targeted outreach to mitigate losses.Escalation Scenario: Additional nations join the boycott, prompting the EBU to consider alternative distribution channels (e.g., online streaming) to preserve audience reach.Reconciliation Scenario: Diplomatic negotiations lead to a partial rollback, with participating broadcasters agreeing to air the contest while maintaining political statements through commentary.

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 King's Speech: A Missed Opportunity for Bold Leadership Ending 14 years of Conservative rule was supposed to bring an end to dysfunctional government. However, less than two years into office, the Labour government looks no sturdier than its predecessors. The prime minister's chances of serving a full term in office appear slim. A Government Lacking Conviction The government's reforming agenda lacks coherence and radicalism, failing to instill a sense of national destination. The King's Speech contained instructive examples of this problem, including a planned law to facilitate Britain's alignment with EU single market rules and immigration reforms that will make it harder for refugees and people settled in Britain to qualify for permanent residency and citizenship. Contradictions in Sir Keir's Programme Sir Keir Starmer promises to put Britain back 'at the heart' of Europe, but limits his European ambition with a prohibition on single market membership. He pursues a migration policy that is a tribute in tone and substance to Nigel Farage's agenda. This contradiction reflects the cautious tactics employed by the party in opposition, which have set the contours of Sir Keir's project more than any ideas or arguments he has articulated. A Government Defined by What It Dare Not Do A government that allows its programme to be defined so negatively will not inspire voters. It demoralizes loyal supporters, too. Sir Keir's campaign promise of stable, non-chaotic government assumed change could be delivered cautiously, without confronting hard arguments and without bold conviction. He has instead proved that these are indispensable qualities in an effective prime minister.