Breaking AI & Tech News Analyzed

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 Lead Manchester City secured a crucial 3-0 victory against Crystal Palace, with Phil Foden providing the spark that ignited their performance. The win takes Pep Guardiola's side back to within two points of Arsenal, with both teams having played 36 games in the Premier League title race. Foden's Return to Form The good news for Pep Guardiola is that a much-changed team delivered the required result, with Phil Foden once again displaying the magic that can make him a force. The 25-year-old, who had been struggling with form for several months, provided a sublime performance that included a crucial assist for the opening goal and was close to adding another. His intervention was particularly important as City had looked sluggish in the early stages, lacking zip in their movement and imagination. Key Match Moments City took the lead through Antoine Semenyo after a brilliant backheel from Foden put him in position. Omar Marmoush doubled the score before Savinho sealed the victory with a goal in the 84th minute. The match was not without its challenges for City, with Jean-Philippe Mateta's early strike being ruled out due to Brennan Johnson being offside, and Crystal Palace creating intermittent threats throughout the match. Team Changes and Impact Guardiola made six changes from the previous match against Brentford, including the return of Josko Gvardiol from a long-term injury. The Croat was part of a rearguard that had to be alert when Palace threatened early on. Rayan Aït-Nouri was another of Guardiola's fresh personnel, lined up on the left as one of the two attackers ahead of Bernardo Silva and Foden in midfield. Crystal Palace also made changes, with Oliver Glasner fielding an understrength team with an eye on their upcoming Conference League final. Implications for the Title Race The victory keeps Manchester City's title hopes alive, but their fate is largely out of their hands as Arsenal host Burnley on Monday. The chances of Arsenal dropping points to the relegated visitors appear slim, meaning City will need to keep winning and hope for a favor from either Burnley or Palace, who host Arsenal on the season's final day. City may also be FA Cup holders or losing finalists by the time they next play, depending on the result of their match against Chelsea at Wembley on Saturday.

Michael Carrick has guided Manchester United to a third‑place finish and Champions League qualification with three matches left, yet the board still debates whether his understated style merits a full‑time appointment.The Calm Blueprint Carrick Brings to Manchester UnitedSince taking over after Ruben Amorim’s brief spell, Carrick has imposed a low‑key, possession‑oriented philosophy that mirrors the composure he displayed as a player. He favours patient buildup, tight midfield triangles and a disciplined 4‑4‑2 shape, contrasting sharply with the more adventurous tactics of his predecessor.Emphasis on “tiny details” – first touch, body position – as noted by former Middlesbrough midfielder Hayden Hackney.Maintains a narrow buildup, often resorting to a “doughnut” shape when full‑backs are unavailable.Relies on senior players such as Kobbie Mainoo and Bruno Fernandes to execute the plan.Numbers Behind United’s Late‑Season SurgeKey metrics from the final stretch illustrate both progress and lingering concerns:United secured Champions League football with three games remaining, sitting third in the league.Expected goals (xG) have dipped slightly compared with the Amorim era, while possession percentages remain above 55%.High‑turnover incidents have risen, indicating occasional loss of shape under pressure.Strategic Implications for United’s Squad and the Premier LeagueThe board’s indecision on a permanent manager sends mixed signals to the transfer market. A Carrick‑led United may prioritize:Midfield reinforcement to add “hard legs” and balance the 4‑4‑2 system.Full‑back upgrades to widen the narrow buildup.Retention of emerging talents like Mainoo to preserve the club’s cultural continuity.For the Premier League, a stable United under Carrick could re‑establish the traditional “big‑six” hierarchy, challenging the recent rise of clubs such as Liverpool and Chelsea.What the Next Season Could Hold for Carrick and UnitedIf United appoint Carrick permanently, the club will need to:Invest in a clear recruitment plan during the summer window to address squad gaps.Develop a more dynamic attacking philosophy to complement his possession base.Navigate heightened fan expectations that demand both results and an identifiable playing style.Failure to do so may see the “confidence trick” narrative resurface, risking a rapid decline once opposition teams adapt to United’s calm but predictable approach.

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.

The Copyright Infringement VerdictKanye West has lost a lawsuit which alleged he infringed on other artists' copyright by playing an uncleared sample of their work during a live event. The artist, now legally known as Ye, was found liable for using a sample of MSD PT2, an instrumental composed by four musicians: Khalil Abdul-Rahman, Sam Barsh, Josh Mease and Dan Seeff.The Donda Listening Event ControversyIn July 2021, Ye played his then-unreleased album Donda to 40,000 fans at a listening party held at Atlanta's Mercedes-Benz Stadium. The version of the song Hurricane featured the sample of MSD PT2, which had been made in 2018 and had made its way to Ye via another producer. Ye removed the sample from the finished version of Hurricane when it was released to the public, instead interpolating elements of it. The four musicians were added to the songwriting credits, acknowledging the interpolation.Financial Impact of the LawsuitThe plaintiffs argued that they were owed compensation for the sample being used in the earlier version broadcast at the listening party, because the event made money for Ye via ticket sales, merchandising and more. "There was no deal, no agreement, no licence, and no clearance," their lawyer Irene Lee argued in a Los Angeles court. A jury sided with the plaintiffs, who will receive a six-figure sum. Lawyers for Ye argued to Billboard that the sum would be smaller than the plaintiffs hoped for, claiming that Ye was not liable to pay the four separate sums named in the compensation award.Legal Precedents in Music SamplingThis case highlights the ongoing legal complexities around music sampling, particularly in live performances and unreleased works. The ruling establishes that even if a sample is later removed from a final commercial release, its use in a public, revenue-generating event can still constitute copyright infringement. The decision may encourage more musicians to seek clearance for even temporary or unreleased uses of copyrighted material in live settings.Ye's Legal Troubles ContinueYe had appeared in person during the hearing. "I pride myself on giving people what they deserve," he told the court, adding: "I feel like a lot of people try to take advantage of me. As I sit in this courtroom today, I just think people are trying to make more than they otherwise would because it's me." This is the second lawsuit that Ye has lost this year, after he was ordered to pay $140,000 to a handyman who alleged he wasn't paid for renovations he carried out at a Malibu mansion owned by Ye. A representative for Ye acknowledged the outcome of the trial but described it as a "failed shakedown."Broader Implications for Ye's CareerYe has also caused widespread outrage in recent years for a series of antisemitic remarks, songs and clothing designs, though in March he was nevertheless booked to perform a three-night run at London's Wireless festival, scheduled for July. Jewish groups, and politicians including Keir Starmer and London mayor Sadiq Khan, opposed the booking, and corporate sponsors pulled out of the festival. The Home Office then banned Ye from entering the UK, and the festival was cancelled. These legal and public relations challenges continue to impact Ye's professional opportunities and public image.

The Unlikely Hero of Normal Bob Odenkirk continues his new career as the everyguy action hero in this cynically bleak gonzo actionfest, co-written by Odenkirk himself with John Wick creator Derek Kolstad. The director is Ben Wheatley, who shows the same kind of gunplay that was exhibited in his single-location mayhem spectacular Free Fire from 2017. A Town of Deception The setting is a place of Fargo-esque wholesomeness: a little town in Minnesota called Normal where Ulysses, played by Odenkirk, shows up as the interim sheriff, a decent guy just filling in after the previous sheriff was found dead in the snow in strange circumstances. Ulysses is depressed and battling a drinking problem after an unexplained violent end to his last job, which caused him to separate from his wife. The Dark Secret Unfolds Yet something is very wrong: when a bank robbery happens in this one-horse town, events are set in train which reveal to Ulysses that everything about Normal, like the blandly prosperous law practice in Sydney Pollack’s film The Firm, rests on a single, awful secret that he is about to uncover. It’s entertaining and bizarre chaos, anchored by Odenkirk’s hangdog air of gloomy resignation to the violent mess which he has to clean up. The Film's Release Normal is in UK and Irish cinemas from 15 May.

The Passing of a TrailblazerJason Collins, the first openly gay active player in the National Basketball Association (NBA), has died at the age of 47 after battling cancer. His family confirmed the news in a statement, describing his fight against glioblastoma as "valiant." Collins revealed his diagnosis in September 2025, disclosing he had stage four glioblastoma, an aggressive form of brain cancer.A Career in Professional BasketballThe 7-foot center (2.13 meters) played 13 seasons in the NBA, making significant contributions to several teams. Selected 18th overall by the Houston Rockets in the 2001 draft, he was traded to the New Jersey Nets on draft night. Collins also played for the Memphis Grizzlies, Minnesota Timberwolves, Atlanta Hawks, Boston Celtics, and Washington Wizards.Collins helped the Nets reach back-to-back NBA Finals in 2002 and 2003 alongside teammates Jason Kidd and Richard Jefferson, showcasing his value as a professional athlete.A Historic Moment in SportsIn April 2013, Collins made headlines when he became the first active male athlete in one of North America's four major professional sports leagues to publicly come out as gay. His decision was announced in a first-person essay in Sports Illustrated, which received widespread support across the sports world.Former United States President Barack Obama publicly praised Collins' courage, stating that he "couldn't be prouder" of Collins for taking this step. His coming out represented a significant milestone for LGBTQ+ representation in professional sports.Enduring Legacy and Impact"Jason changed lives in unexpected ways and was an inspiration to all who knew him and to those who admired him from afar," his family said in their statement. "Our family will miss him dearly."Arn Tellem, Collins' former agent and current vice chairman of the Detroit Pistons, emphasized the lasting impact of his decision to come out: "Jason's legacy stands as a beacon for tolerance, dignity, respect, inclusion, compassion, and understanding. He left this world better than he found it."The Future of LGBTQ+ Representation in SportsCollins' passing comes at a time when LGBTQ+ representation in professional sports continues to evolve. His courageous decision to come out in 2013 paved the way for other athletes to be open about their identities without fear of professional repercussions. As sports organizations continue to promote diversity and inclusion, Collins' legacy will undoubtedly continue to influence future generations of athletes.

The Cultural Phenomenon Returns On a chilly morning at a Silvertown studio behind London City airport, the sunburst intro to Jimmy Cliff's The Harder They Come is on repeat. Dancers run through a routine studded with reggae and dancehall moves. "Get high," commands associate choreographer Neisha-yen Jones with a smile. "Get low!" The ensemble rise and dip. They do the bogle and whine around each other as their watchful director Matthew Xia nods along. They circle Natey Jones who breaks out the opening line: "Well, they tell me of a pie up in the sky." In the distance, a plane leaves the ground. From Film to Theatrical Celebration It's eight months since The Harder They Come's full-throttle takeoff at Stratford East, where the musical was so popular that it is now returning for a second run which will also serve as a eulogy for Cliff who died in November. Playwright Suzan-Lori Parks' adaptation of Perry Henzell's 1972 Jamaican film is bolstered by a handful of her own songs as well as classics including Israelites and Wonderful World, Beautiful People – plus every number on the film's monumental soundtrack. Jones is reprising the role of Ivan (played on screen by Cliff and inspired by real-life outlaw Rhyging), who arrives in Kingston from the country and is dismissed and exploited, before becoming both a hit singer and a fugitive. The Evolution of a Cultural Narrative The original was akin to cinéma vérité, directly evoked spaghetti westerns and veered into blaxploitation territory; Ivan's tale has gained greater warmth, humour and protest spirit on stage. It was the best musical I saw in 2025. "The story is a tragedy but the theatrical event is a celebration," says Xia of his production. Twenty years ago, the film was adapted as a musical with a book by Henzell, also at Stratford East. "It all started at Ivan's Nine Night," Xia recalls. "There was a massive poster of Ivan on the wall, with everyone coming, and it was told in retrospect with vignettes." Choreography and Cultural Connection Shelley Maxwell, recently arrived from Jamaica, was watching the musical in the audience one night and has since become the choreographer of the new production. She has fused the folk dance forms of revivalism and pocomania, learned in her childhood, with reggae, dancehall and moves that today's teenagers can recognise. "I wanted to tap into the youth market," she says. It's brought some enthusiastic feedback from audience members who may not know the film. "Like: 'Oh my God, they did that step I always do at a party!' It allows them to form a connection." Authenticity and Cultural Representation Xia, wearing trainers in the Jamaican flag's colours, and Maxwell, whose tracksuit has the same black, green and gold trim, were intent on instantly transporting their audience to Kingston. The opening, says the director, is an "establishing shot" with characters coming and going on Simon Kenny's magnificent multi-level set, accompanied by Toots and the Maytals' hit Funky Kingston. To borrow from its lyrics, you really can believe everything they do. Even each move in the dominoes game we see is scripted, explains Maxwell, who mapped out the market scene with precision: "Where are you going to? How heavy is the item that you're holding? This is the swing of the hips." Social Commentary Through Performance Xia, whose father came to England from Jamaica in the 1970s, praises the freewheeling realism of the film. "Lots of the background performers are just whoever happened to be in the market that day, or walking through the shantytown. Lots of the actors were people that Perry knew, they had no training." Henzell, says Xia, showed "the part of Jamaica that had always been hidden, people living hand to mouth". The musical depicts a "quartet of oppression" against Ivan, as he takes a stand against individuals representing hypocrisies of the church, law, drugs trade and music industry. Universal Themes and Contemporary Relevance The Harder They Come was both a pioneering example of independent film-making for Jamaicans and a portrait of a newly independent country. Maxwell, who grew up glued to Hollywood musicals, says it was empowering to discover a film full of the Jamaican songs she loved. "I was probably way too young when I saw it. But what I saw was the world around me." She traces how different forms of music played a pivotal part in the country establishing its identity, moving from African forms and American R&B; to mento, ska, rocksteady, reggae and the rise of Bob Marley and Jimmy Cliff. Maxwell captures that chain reaction with a tantalizing question: "What's this groove becoming?" Transforming the Narrative for Modern Audiences The musical also makes its hero's actions more understandable. "In the film, Ivan becomes a kind of wanton murderer," says Xia. In the musical, "he accidentally shoots a police officer when he's under threat, is remorseful, yet also knows that if he gives himself in then that's the end of his journey". Another significant change is the depth given to the principal women – Ivan's mother Daisy and Elsa, with whom he falls in love under the eye of her authoritarian guardian, the preacher. "The moral heart of the piece now resides in those two women," says Xia. Maxwell transforms a brief sequence from the film, in which Ivan imagines a tryst with the devout Elsa, into a floor-trembling set piece when the preacher's congregation lose their robes to indulge in lustful fantasy. The male gaze of the original scene is duly excised: "it had to be like it was both of them in partnership in that fantasy world," says Maxwell, who adds that the nature of dancehall – "grinding, gyrating on another body" required her to use her skillset as an intimacy director.