Breaking AI & Tech News Analyzed

Tens of thousands of people have been hired by Scale AI – a firm 49% owned by Meta – to train artificial‑intelligence models by scraping Instagram accounts, harvesting copyrighted artwork and transcribing pornographic soundtracks, according to the Guardian.Scale AI promotes its Outlier platform as a flexible, expert‑driven marketplace, recruiting professionals from medicine, physics and economics to "become the expert that AI learns from."Workers, however, say the reality diverges sharply from high‑level model refinement. They describe tasks that involve massive personal‑data scraping and content that many find morally uncomfortable.Outlier is managed by Scale AI, which holds contracts with the U.S. Pentagon and other defense companies. Its chief executive, Alexandr Wang, is hailed by Forbes as the world’s youngest self‑made billionaire, while former managing director Michael Kratsios served as science adviser to former President Donald Trump.One contractor noted that users of Meta platforms would be shocked to learn their photos and friends’ images are being harvested for AI training, with workers manually reviewing profiles to extract data.The Guardian interviewed ten Outlier contributors – many also journalists, graduate students, teachers or librarians – who took the gig work out of economic desperation. One said, "A lot of us were really desperate" and felt compelled to accept the unstable, low‑pay assignments.These gig workers, dubbed “taskers,” often feel they are training their own replacements, expressing “internalised shame and guilt” over contributing to the automation of creative professions.Law firm Clarkson, representing AI gig workers, estimates that hundreds of thousands of people worldwide now labor on platforms like Outlier. Taskers report bait‑and‑switch recruitment tactics, where advertised high salaries are replaced by lower‑paid projects after onboarding.All contributors are monitored through a tool called Hubstaff, which can screenshot browsers to verify work. While Scale AI claims the software is only for accurate payment, workers describe it as constant surveillance.Assignments have ranged from transcribing pornographic audio and labeling photos of dead animals or dog faeces, to annotating diagrams of infant genitalia and violent police scenarios. One doctoral student recounted being promised “no nudity” only to receive explicit porn clips.Scale AI says it shuts down any task flagged as inappropriate and does not accept projects involving child sexual‑abuse material or pornography, though workers note that publicly available images of minors have been used for training.Social‑media scraping tasks required workers to tag individuals by name, location and age, sometimes pulling data from accounts of users under 18. One task asked contributors to order Facebook photos by the subject’s age, prompting ethical unease.In addition to personal data, taskers were asked to harvest copyrighted artwork, with strict instructions to avoid AI‑generated images and select only hand‑drawn pieces. Scale AI maintains it does not ask workers to violate copyright standards.Scale AI’s client list includes major tech firms such as Google, Meta and OpenAI, as well as the U.S. Department of Defense and the government of Qatar, highlighting the growing demand for labelled data as AI models scale.Some workers reported interacting with ChatGPT and Claude, and speculated they might be training Meta’s upcoming model, code‑named “Avocado.”OpenAI announced it ended its partnership with Scale AI in June 2025, citing its supplier code of conduct that mandates ethical treatment of all workers.Despite irregular pay, occasional mass layoffs and the unsettling nature of many tasks, many taskers remain on the Outlier platform, hoping the AI future will eventually improve conditions. One said, "I have to be positive about AI because the alternative is not great."In response, a Scale AI spokesperson stated, "Outlier provides flexible, project‑based work with transparent pay. Contributors choose when and how they participate, and we regularly hear from highly skilled contributors who value the flexibility and opportunity to apply their expertise on the platform."

Chelsea have indicated they are open to re‑appointing Enzo Fernández as captain this season, even though the Argentine midfielder served a two‑match ban after suggesting he would prefer to live in Madrid and praising former Real Madrid stars Luka Modrić and Toni Kroos. The £106.7 million midfielder was suspended by head coach Liam Rosenior for the FA Cup victory over Port Vale and the subsequent Premier League clash with Manchester City, after Rosenior deemed his remarks a breach of club discipline. While external observers often label Fernández as Chelsea’s de‑facto vice‑captain, the club’s internal hierarchy treats him as one of several co‑captains within a broader leadership group. He has not been formally granted seniority over teammates such as Moisés Caicedo, who is expected to wear the armband against City while Reece James recovers from a hamstring injury. Club insiders stress that Fernández’s “alpha” personality naturally positions him to step into the captain’s role when James is unavailable, but no official decision on the vice‑captaincy has been required so far. Beyond the disciplinary issue, the midfielder’s future remains uncertain. Real Madrid have placed him on a shortlist as they look to overhaul their midfield, yet they are unlikely to meet Chelsea’s asking price of around £100 million. Fernández’s contract runs until 2032, and his agent Javier Pastore warned that the player will explore options if a new deal is not secured after the World Cup. Pastore also criticised the two‑game ban as unfair, while Chelsea maintain the punishment was necessary to curb public dissent and protect club unity. The owners and sporting directors have made it clear that private feedback is acceptable, but public criticism will not be tolerated. With Chelsea currently sixth in the Premier League and still reeling from a Champions League exit at the hands of Paris Saint‑Germain, the club faces a crucial period. They must balance a push for Champions League qualification, upcoming FA Cup semi‑finals against Leeds, and the ongoing contract and transfer saga surrounding one of their most influential players.

Courtney Lawes has confirmed a one‑year deal with the Sale Sharks, a move that reignites hopes of a return to the England squad after two seasons in France’s Pro D2 with Brive.Approaching his 38th birthday in February, Lawes retired from Test rugby following the 2023 World Cup but insists he can still compete at the highest level. Sale’s director of rugby, Alex Sanderson, expressed enthusiasm about the former Northampton stalwart joining the Manchester‑based side.Sanderson emphasized that the signing was not driven by a paycheck: “He’s still got the ability and experience to play great rugby this season and possibly beyond.” He added that Lawes is “robust, dynamic around the park and hits hard, but his skill set makes him far more than a mere banger.”Lawes’ résumé includes 105 caps, participation in four World Cups, two Premiership titles, two Challenge Cup trophies, and three Six Nations championships. The veteran believes his body feels “good” and that retiring now would be a regretful decision.Speaking on his “un‑retirement” from international duty, Lawes said, “I’d love to play for England again, but first I want to perform well for Sale and see what happens afterward.”Sale, however, faces a potential manpower crunch ahead of their Champions Cup quarter‑final in Dublin against Leinster. England internationals Luke Cowan‑Dickie and Bevan Rodd are sidelined for the rest of the season, and hooker Nathan Jibulu awaits the outcome of a disciplinary hearing after being cited for biting former Harlequins teammate Will Hobson.The alleged incident occurred during Sale’s 26‑17 victory over Harlequins at the Twickenham Stoop. If Jibulu is suspended, Sale’s forward options will be further depleted, with brothers Tom and Ben Curry already unavailable.Despite the controversy, Jibulu remains a contender for England’s summer tour, as head coach Steve Borthwick evaluates his options ahead of the Nations Championship clash with South Africa in Johannesburg on 4 July. Sanderson praised the 23‑year‑old, noting, “He’s good now, he’ll be brilliant – he has the attributes to be an international hooker.”

James Gunn's early feature film Slither, initially released in 2006, is being re-released in cinemas ahead of its 20th anniversary. The film, a comedy horror with a heavy focus on body horror, was Gunn's first feature-length project. At the time, it was met with commercial disappointment but has since garnered attention due to Gunn's subsequent success with major franchises such as Guardians of the Galaxy and Superman.The film's plot revolves around an alien lifeform that crash-lands on Earth and takes over a small town in South Carolina. The alien larvae, resembling flaccid phallic worms, infect the townspeople through various orifices, turning them into evil minions or hideously swollen incubators. The movie features Michael Rooker, Elizabeth Banks, and Nathan Fillion in key roles.Despite its thinly conceived science fiction elements and reliance on rubbery practical effects and lame jokes, which align more closely with the style of Troma, a production company where Gunn got his start, the film does showcase Gunn's early experimentation with comic timing and musical cues. A notable scene features a killing spree set to Air Supply's 'Every Woman in the World', a technique Gunn would later refine in his Guardians of the Galaxy films.The cast, including Michael Rooker and Elizabeth Banks, appears to be enjoying the film's humor, bringing some bright spots of wit and amusement to the movie. Slither is set to re-release in UK cinemas on April 10 and will be available on digital platforms from May 1.

Harry Styles has announced the full programme for this year’s Meltdown Festival at the Southbank Centre, positioning the pop star as curator of a multi‑genre celebration that runs from 11 June to 21 June. In addition to headlining a solo show on 16 June at the Royal Festival Hall, Styles will perform amid his ongoing Wembley Stadium tour, while the festival showcases a broad spectrum of talent ranging from jazz to electronic dance music. The jazz segment features two sets by acclaimed US saxophonist Kamasi Washington: one dedicated to his album Fearless Movement and another titled “Jazz Legends Reimagined,” where he will reinterpret classic jazz compositions. Ethiopian‑born pioneer Mulatu Astatke returns after a farewell‑tour appearance, and the UK scene is represented by drummer Yussef Dayes and reed virtuoso Shabaka, who will join a collective of collaborators. Indie and rock offerings include LA band Warpaint (performing their sole gig of the year), British singer‑songwriter Nilüfer Yanya, and a mix of emerging and veteran acts such as Bar Italia, Stephen Fretwell and Getdown Services. Former Maccabees frontman Orlando Weeks will deliver a hybrid set of music and storytelling, while Devonté Hynes (known as Blood Orange) will present a classical‑inspired performance with musicians Adam Tendler, Cæcilie Trier and Tariq Al‑Sabir. On the pop front, rising stars Erika de Casier and Fousheé will provide some of the season’s most forward‑thinking tracks. The electronic roster spans ambient pioneer Beverly Glenn‑Copeland, an improvised collaboration featuring Jon Hopkins, Maddie Ashman and Leo Abrahams, high‑tempo EDM from Australia’s Ninajirachi, and a DJ set by James Murphy of LCD Soundsystem. A parallel programme of free, family‑friendly events will showcase “a mix of appearances from Styles’ favourite artists beyond music,” according to the Southbank Centre. Speaking about the festival, Styles said: “Music is my life; every artist involved in this year’s Meltdown festival means so much to me, both as a fan, and a musician. It’s a true honour to host legends who have paved the way for the generations that follow them, as well as new acts that have inspired me to push my creative boundaries.” Tickets become available on 9 April for Southbank members and 10 April for the general public, with the event promising a unique blend of established icons and cutting‑edge talent.

Match details: Real Madrid will host Bayern Munich at the Santiago Bernabeu on Tuesday, 7 April, kick‑off at 21:00 GMT, in the first leg of the Champions League quarter‑finals. Bayern, under Vincent Kompany, arrive in Madrid riding a wave of confidence, having dispatched Atalanta 10‑2 on aggregate in the last‑16 and gone 14 matches without defeat since a January loss. Harry Kane’s potential comeback adds extra intrigue. The England striker, who has netted 48 goals in 40 games across all competitions this season, missed Bayern’s 3‑2 Bundesliga win at Freiburg with an ankle problem. Joshua Kimmich quipped that Kane “would play in a wheelchair,” while Kompany expressed a “feeling” that the striker will be fit for Tuesday. Despite Real’s storied pedigree – 15‑time European champions featuring stars such as Kylian Mbappé, Vinícius Júnior and Jude Bellingham – many analysts view Bayern as the slight favourites, citing their aggressive, high‑pressing approach and the recent form of newcomers Michael Olise and Luis Diaz. Real Madrid, meanwhile, grapple with a spate of injuries. Thibaut Courtois is sidelined with a thigh issue, handing Andriy Lunin the starting goalkeeper role. Rodrygo is also out, while Ferland Mendy and Dani Ceballos remain doubtful. Midfielder Federico Valverde is expected back after serving a suspension, and Jude Bellingham may start on the bench as he recovers from a hamstring strain. Coach Álvaro Arbeloa downplayed the recent La Liga defeat to Mallorca, insisting it will not affect the team’s performance in Europe. He stated, “I know what my players are capable of, and they understand the importance of Tuesday’s game.” Bayern’s side will also miss several players through injury – goalkeepers Sven Ulreich and others – while a final fitness test will determine whether Kane can lead the line. If he is unavailable, Nicolas Jackson is slated to spearhead the attack. Predicted line‑ups (subject to change):Real Madrid – Lunin; Alexander‑Arnold, Rüdiger, Huijsen, Carreras; Valverde, Tchouaméni, Pitarch, Güler; Mbappé, Vinícius Jr.Bayern Munich – Neuer; Stanisic, Upamecano, Tah, Laimer; Kimmich, Goretzka; Olise, Gnabry, Díaz; Kane. The Bernabeu atmosphere is expected to be a decisive factor. Bayern veteran Karl‑Heinz Rummenigge warned that the stadium’s “hurricane” of fans demands “nerves of steel” from both sides. Historically, the two clubs have met 28 times, each securing 12 victories with four draws. Recent head‑to‑head encounters have favored Madrid, including a 2‑1 win in the 2024 semi‑finals. Bayern hope to rewrite that narrative after their 2012 triumph over the Spanish giants. With both teams boasting a blend of experience and emerging talent, the first leg promises a tactical battle that could set the tone for the remainder of the tournament.

A federal appeals court has ruled that New Jersey gaming regulators cannot prevent Kalshi from allowing people in the state to use its prediction market to place financial bets on the outcome of sporting events. The decision marks a significant victory for Kalshi and similar prediction market operators.The three-judge panel of the Philadelphia-based third US circuit court of appeals ruled 2-1, finding that the US Commodity Futures Trading Commission (CFTC) has exclusive jurisdiction over the sports-related event contracts that Kalshi allows people to trade on its platform.This ruling is a major setback for states like New Jersey, which had argued that firms like Kalshi were operating without required state licenses, in violation of gaming laws, including bans on wagers by those under 21. New Jersey had sent Kalshi a cease-and-desist letter last year, stating that its listing of sports-related event contracts on its platform violated state gambling laws.Kalshi had sued the state, arguing that its event contracts qualify as “swaps”, a type of derivative contract, that under the Commodity Exchange Act can only be regulated by the CFTC, which had granted the company a license to operate a designated contract market (DCM).The ruling was in line with the position advanced by the CFTC under Donald Trump’s administration. The regulator sued Arizona, Connecticut, and Illinois last week to prevent them from pursuing what it called unlawful efforts to regulate prediction markets.“Congress gave the CFTC exclusive jurisdiction over trades on DCMs, and this decision affirms the goals of Congress,” said Brooke Nethercott, a CFTC spokesperson.However, US circuit judge Jane Richards Roth dissented, saying Kalshi was facilitating gambling and that its “offerings were virtually indistinguishable from the betting products available on online sportsbooks, such as DraftKings and FanDuel”.The New Jersey attorney general's office said it was evaluating its options, including potentially asking the full third circuit to rehear the case.

Conservationists and scientists have warned that the Minerals Council of Australia’s proposal to employ artificial intelligence for faster national environmental approvals could generate “Robodebt‑style” failures, further endangering already vulnerable species.The council has asked the federal government to allocate $13 million for a pilot that would use AI to help companies draft assessment applications and assist regulators in decision‑making.The Biodiversity Council – a consortium of independent experts from eleven universities – told Guardian Australia that while AI may assist with routine tasks, automating whole environmental assessments could lead to opaque, flawed decisions that push threatened species closer to extinction.“Robodebt” refers to the automated welfare‑debt recovery scheme that, between 2015 and 2019, wrongly accused hundreds of thousands of Australians of overpayments, highlighting the danger of opaque algorithmic judgments.Lis Ashby, the Biodiversity Council’s lead on policy and innovation, noted that the cornerstone of Australia’s environmental protection, the Environment Protection and Biodiversity Conservation (EPBC) Act, is riddled with vague language and broad ministerial discretion, which hampers rule‑based decision‑making and would be even more problematic for an AI tool.She added that establishing clear rules in the National Environmental Standards, including explicit definitions of unacceptable outcomes, would accelerate assessment times even without AI and is essential for any future automation.Brendan Sydes, national biodiversity policy adviser at the Australian Conservation Foundation, expressed scepticism, stating that “technology can be a good servant but a poor master.” He urged the government to focus on closing existing data gaps on threatened species and habitats rather than relying on AI.Prof. David Lindenmayer, a forest ecologist at the Australian National University and Biodiversity Council member, highlighted that one‑third of Australia’s threatened species have not been monitored and many others suffer from patchy data, gaps traditionally filled by expert consultation.He warned that AI decisions are only as reliable as the data they are fed, and most threatened species lack publicly available information, even basic location data, risking decisions based on outdated or incomplete evidence.The Albanese government recently passed reforms to the EPBC Act after a 2020 review found the legislation failing to protect species and habitats.Prof. Hugh Possingham, a leading conservation biologist at the University of Queensland, argued that AI models need robust training material, and the past two decades of EPBC approvals are “clearly unsuitable” because the Act has demonstrably failed to safeguard the environment. He suggested that hiring more human assessors would be a more effective way to speed up evaluations.Tania Constable, chief executive of the Minerals Council, dismissed the Robodebt comparison as “disappointing,” insisting the proposal is innovative and could strengthen environmental protection while improving efficiency. She said the AI tools would support human decision‑making for both regulators and project proponents, helping navigate the complexity of EPBC assessments.A federal government spokesperson said budget decisions on the AI trial will be made “in due course,” but the environment department is exploring how AI could simplify application processes. The statement emphasized that “decisions about whether to approve projects must, and will, always be made by assessment officers, not by AI.”Nonetheless, officials acknowledged that AI tools have the potential to save time, reduce uncertainty, and translate technical language for stakeholders.

The B Corp certification, a coveted ethical status for companies, has undergone its biggest overhaul in 19 years. B Lab, the organisation behind the certification, has raised the standards required to qualify, putting dozens of companies at risk of losing their status. Previously, companies could make up for poor performance in one area by scoring highly in another. However, the new system requires companies to meet 'non-negotiable' standards in every one out of seven categories, with attainment verified by a third-party audit. The overhaul has been partly motivated by changes to EU law that require companies boasting of any ethical standard, including B Corp status, to be rubber-stamped by an external organisation. Sources familiar with the process said that some of the 10,000 companies that have the status will need to improve ethical standards to recertify, which they must do every three years. Analysis by the Guardian of the publicly available B Corp database suggests hundreds are already at, or close to, the 80-point threshold required, even under the old, less onerous system. Of more than 2,000 UK B Corps, more than 60 score exactly 80 points, including the Kent-based digital marketing agency Sleeping Giant Media and VoucherCodes, a website that provides details of discount offers from leading brands. Larger companies will face more extensive requirements under the new standard, including declaring their tax policies and setting science-based emissions targets across all areas of the business. One source said the changes could even affect companies that now score highly, such as the private bank Coutts, which has a score of 107.6 and does not have to recertify until 2028. B Lab UK said: 'Our goal is not for every business to become a B Corp, but for every business to behave like one.'