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Anthropic, a San Francisco-based AI startup, has announced that its latest AI model, Claude Mythos, has proven highly effective in exposing software weaknesses. The model has identified thousands of vulnerabilities in commonly used applications, many of which have no patch or fix available.According to Mike Krieger of Anthropic Labs, the company has decided not to release Mythos to the public due to concerns about its potential misuse by hackers. Instead, Anthropic is collaborating with cybersecurity specialists and engineers in the open-source community to utilize the model as a defensive tool.The oldest vulnerability uncovered by Mythos dates back 27 years, and none were previously noticed by their creators. Anthropic has shared a version of Mythos with cybersecurity companies CrowdStrike and Palo Alto Networks, as well as with Amazon, Apple, and Microsoft, in a project dubbed “Glasswing”.“AI models have reached a level of coding capability where they can surpass all but the most skilled humans at finding and exploiting software vulnerabilities,” Anthropic said in a blog post. “The fallout – for economies, public safety, and national security – could be severe.”The project aims to protect critical infrastructure from cyber threats, with approximately 40 organizations involved in the design, maintenance, or operation of computer systems. Anthropic is providing about $100m worth of computing resources for the mission.

Ian Cheshire, a seasoned City veteran and former CEO of Kingfisher, has been appointed as the new chair of Ofcom, the UK's media regulator. Cheshire, who previously served as the chair of Channel 4 until last year, will lead Ofcom through a critical period marked by rapid growth in online content and rising concerns over politically partisan broadcasting.Cheshire's appointment comes at a time when Ofcom is tasked with overseeing the implementation of the Online Safety Act, legislation aimed at regulating social media in the UK. He will serve a four-year term, pending approval from a parliamentary hearing. The new chair has expressed his commitment to effective regulation, stating that he has 'seen first-hand how much effective regulation matters – for consumers, for businesses and for the wider economy.'The technology secretary, Liz Kendall, praised Cheshire's 'proven track record of leading complex organisations through periods of significant change,' highlighting his suitability for the role. Cheshire's extensive experience includes leadership positions at Landsec, Barclays, and Debenhams. He is expected to succeed Michael Grade, who will step down at the end of the month.As chair of Ofcom, Cheshire will be responsible for guiding the regulator's efforts to ensure online safety and maintain fair and impartial broadcasting standards. His appointment was chosen over other candidates, including Margaret Hodge and Jeremy Wright. The role of Ofcom chair comes with an annual salary of £120,000 for a commitment of three days a week.

Time‑Sensitive OfferThe discount window closes on April 10 at 11:59 p.m. PT. Early registrants can save up to $482 per pass, and groups can claim an additional 30% off bundle passes. If the standard pass price is $1,200 (typical for prior years), the $482 reduction equates to roughly a 40% discount, a significant cost saving for startups and investors alike.Event OverviewDates: October 13–15, 2026 (core conference) with side events October 11–17.Location: Moscone West, San Francisco.Attendance: 10,000+ founders, tech leaders and VCs.2025 Highlights: 20,000+ curated meetings, 10,000+ Expo Hall attendees.Key OpportunitiesStartup Battlefield 200: 200 selected early‑stage startups compete for $100,000 equity‑free funding and direct access to tier‑one VCs.Sector Tracks: AI, scaling, fintech, climate and more, delivering 200+ on‑stage conversations.Exhibitor Showcase: Over 300 startup exhibitors in the Expo Hall, providing high‑traffic exposure.Networking Tech: New targeted matchmaking tools to improve connection efficiency.Financial Impact of Early RegistrationAssuming a baseline pass price of $1,200, the $482 early‑bird discount reduces the cost to $718, freeing capital that can be redirected to product development or runway extension. For a team of five, the collective saving reaches $2,410, enough to cover a modest marketing campaign or a short‑term hiring boost.Action StepsRegister before the deadline to lock in the lowest rate of the year.Consider bundle passes for teams to capture the additional 30% group discount.Apply for Startup Battlefield 200 or nominate a peer startup.

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."

Reece James is expected to be fit again by the end of April or early May, according to club medical updates, offering a timely lift to England’s 2026 World Cup ambitions. The Chelsea defender has missed action since sustaining a hamstring problem in the defeat to Newcastle last month. Initial assessments warned of a possible two‑month lay‑off, threatening his participation in the summer tournament. England manager Thomas Tuchel now faces a crucial decision on whether to include James in the final 26‑man squad. The right‑back has been Tuchel’s preferred option, having missed recent friendlies against Uruguay and Japan due to injury, while alternatives such as Ben White and Tino Livramento failed to impress. Beyond the national team, Chelsea are eager to see James back. The club sits sixth in the Premier League ahead of a high‑profile clash with Manchester City, and the captain’s recent contract extension to 2032 underscores his importance. James has contributed not only defensively but also with notable performances in central midfield this season. Should James return as projected, his dual‑role versatility could provide Tuchel with a reliable right‑back and give Chelsea a boost in their pursuit of a top‑four finish.

In a stark display of class, Chelsea dispatched Port Vale 7‑0 to secure a place in the FA Cup semi‑finals, the opening strike arriving just 64 seconds after kickoff courtesy of Jorrel Hato. The early goal set the tone for a match that quickly turned into a one‑sided affair. Manager Liam Rosenior entered the game under pressure, having suspended vice‑captain Enzo Fernández for both the cup tie and the forthcoming Premier League clash with Manchester City. Rosenior’s decision followed Fernández’s overt interest in a move to Real Madrid during the international break. The victory offers a brief respite after a run of four consecutive losses – two heavy defeats to Paris Saint‑Germain in the Champions League (8‑2 on aggregate) and league setbacks against Newcastle and Everton. With Chelsea still vying for a top‑five finish and a return to Europe’s elite competition, the result provides a needed morale boost. Port Vale, languishing at the bottom of League One and facing certain relegation, entered the tie hoping for a historic moment. Their last deep run in the competition dates back to 1954. Despite a passionate 6,000‑strong fanbase, the early concession left little room for optimism. After Hato’s swift opener, João Pedro added a second before halftime, and captain Cole Palmer forced an own‑goal to make it 3‑0. The second half saw Chelsea extend the lead with headers from Tosin Adarabioyo and Andrey Santos, a tap‑in by Estêvão Willian, and a penalty converted by substitute Alejandro Garnacho. The financial disparity was stark: Chelsea’s squad is valued at £439.8 million, whereas Port Vale’s XI cost the club nothing. Rosenior made three changes from the previous league outing, dropping Marc Cucurella and Moisés Caicedo and leaving Fernández on the bench. Port Vale manager Jon Brady attempted to shield his side with a defensive 5‑4‑1 setup, but the early goal shattered any hopes of containment. Subsequent Vale chances, including a corner from Pedro Neto, resulted only in panic‑filled scrambles. While Chelsea’s first half lacked sustained excitement, the quality of their finishers was evident. A well‑timed give‑and‑go between Malo Gusto and João Pedro produced a third goal, and Palmer’s rebound added a fourth after a save from goalkeeper Joe Gauci. In the latter stages, Estêvão saw two attempts denied by the woodwork before finally scoring from a rebound off Garnacho’s penalty. The final tally was sealed when Garnacho out‑maneuvered substitute Tyler Maglorie to net the seventh. Beyond the scoreline, the match underscores Chelsea’s urgent need to stabilise under Rosenior’s stewardship, especially with a crucial league encounter against Manchester City looming. For Port Vale, the defeat adds to a bleak season that will likely end in relegation, but the historic FA Cup appearance will remain a bright spot for their supporters.

The prospect of a historic quadruple for Arsenal has evaporated. After a Carabao Cup final loss and a humbling defeat to second‑tier Southampton, the Gunners now face only two competitions.In a dramatic FA Cup quarter‑final, a late goal by Shea Charles clinched a 2‑1 win for the Saints, who have been reshaped by manager Tonda Eckert from relegation candidates into promotion frontrunners within six months.Southampton opened the scoring eleven minutes before halftime when Ross Stewart capitalised on a defensive lapse, slipping a low finish past Arsenal keeper Kepa Arrizabalaga. The lead was restored shortly after when substitute Viktor Gyökeres headed home, leveling the match.However, the decisive moment arrived in the 84th minute. After a swift build‑up involving Tom Fellows, Charles received the ball inside the box and calmly placed it past the keeper, sending the Saints into the FA Cup semi‑finals at the end of the month.The victory marks only the fifth occasion this season that a team has beaten the Premier League leaders, underscoring Southampton’s resurgence. The club also honoured its 50‑year FA Cup triumph with a special yellow‑and‑blue kit, recalling Bobby Stokes' winning goal in 1976.For Arsenal, the defeat compounds recent setbacks. Manager Mikel Arteta now has less than 48 hours before the team departs for Lisbon to face Sporting CP in the Champions League quarter‑final first leg, followed by a crucial Premier League clash at Manchester City.Despite the loss, Arsenal showed flashes of life, with Gyökeres equalising and a flurry of chances in stoppage time, but Southampton’s disciplined defence and Charles’ composure proved decisive.

As the 2026 local and regional elections draw nearer, the spectre of Trussonomics looms large over the British political landscape. From the Conservatives to the Greens, parties are unveiling extravagant fiscal promises that they claim can be funded by cuts elsewhere or additional borrowing, while insisting the broader economy will remain unharmed. Critics warn that any adverse effects will inevitably be shifted onto people and businesses outside the parties' core constituencies, effectively socialising the risk. Only Keir Starmer and his Labour cabinet appear to resist the pressure to re‑engineer the economy without acknowledging inevitable spill‑overs or extra costs. Former Prime Minister Liz Truss famously pledged £45 bn of tax cuts, financed through extra borrowing and so‑called welfare “efficiencies”. The plan was pitched as a catalyst for an entrepreneurial surge that would lift the UK out of a prolonged period of low productivity. Heading into May’s local polls, the Conservatives are touting a new “big‑spending” agenda after recent welfare cuts, highlighted by a headline pledge to shrink the welfare bill by £23 bn. Shadow Chancellor Mel Stride declared that the “culture of ‘something for nothing’ must end, now”. Green Party leader Zack Polanski has softened some of his party’s more radical proposals, yet the manifesto remains vague. Earlier drafts featured a litany of “free lunches”, signalling an ambition to raise taxes by **more than £170 bn a year** by the end of the next parliament. Key components of the Green plan include a £90 bn annual carbon tax and a matching increase in day‑to‑day public spending, alongside a proposed £90 bn boost to the capital‑spending budget (raising it from £160 bn to £250 bn per year). Reform UK has embraced Trussonomics with gusto, promising to raise the income‑tax threshold from £12,570 to £20,000 – a move that would cost the exchequer **over £40 bn each year**. Underlying many of these pledges is a belief that the UK can reverse a century of economic decline with a “magician’s wand”, ignoring potential repercussions for financial markets, trading partners, and a rapidly disintegrating global order. While the article briefly references the United States and France, the French electorate’s recent rejection of similarly flamboyant policies in local elections serves as a cautionary tale: voters in key cities like Paris and Marseille opted for centrist candidates over the radical platforms of Marine Le Pen’s National Rally and Jean‑Luc Mélenchon’s LFI. The broader context is a decade marked by two major wars, a quantum technological shift, and accelerating climate change – none of which offer quick‑fix solutions. Labour’s economic strategy, championed by Rachel Reeves, hinges on an early‑parliament spending surge intended to generate growth before the next general election. However, the damage inflicted by the previous government is still being reassessed, with the public‑finance gap now appearing larger than the £22 bn initially highlighted by Reeves. Labour still holds considerable funds earmarked for investment, but bureaucratic inertia in Whitehall hampers swift action, and Starmer bears responsibility for this paralysis. Demonstrating tangible returns on public spending – with HS2 currently the sole benchmark – could justify future tax increases on higher earners, provided the money is not wasted. In an uncertain world, the article argues that rational, evidence‑based governance is preferable to “outlandish initiatives” that create a multitude of losers. Ultimately, the piece concludes that Truss’s experiment was a disaster not merely because of the misguided belief that tax cuts can drive sustainable growth in a mature economy, but because it relied on an imagined “escape hatch” to propel the UK to a higher economic plane.

Rising fortunes among the ultra‑rich under the Trump administration have ignited a wave of tax‑reform campaigns across the United States. In California, volunteers like Karen Sanchez are gathering signatures for a one‑time 5% wealth tax targeting the state’s 200‑plus billionaires to offset federal cuts to hospitals, education and food‑assistance programs.At least ten states are exploring similar measures. Washington recently enacted its first income‑tax aimed at roughly 20,000 millionaire households, while Massachusetts and Minnesota already channel wealth‑tax proceeds into preschool, K‑12 meals and transportation infrastructure.On the federal front, Senators Bernie Sanders and Representative Ro Khanna have introduced the “Make Billionaires Pay Their Fair Share Act,” proposing an annual 5% levy on billionaire net worth. Khanna argues that the ultra‑wealthy fund private health insurers, defense contractors and political campaigns, creating a stark fairness gap.Data from Oxfam shows that in the twelve months after Trump’s re‑election, billionaire fortunes grew at a rate three times faster than the average annual growth of the previous five years. Meanwhile, the federal minimum wage has remained stagnant at $7.25 for fifteen years, underscoring the widening economic divide.A Data for Progress poll released last fall found that 70% of Americans believe the economic system favours corporations and the wealthy. “People are angry and want change,” says Amy Hanauer of the Institute on Taxation and Economic Policy (ITEP), noting that activists are leveraging every level of government to seek relief.The movement draws on a two‑decade history of class‑based activism, from the Occupy Wall Street protests to Senator Sanders’ 2016 campaign that foregrounded wealth‑tax proposals. Yet inequality has deepened: CEOs of the five largest U.S. firms now earn, on average, **$52 million** annually—over a thousand times the typical worker’s salary.Political spending by billionaires has also exploded. A recent New York Times analysis reveals that billionaire contributions rose from **0.3% of campaign funds in 2008** to **19% in 2024**, amounting to more than **$3 billion** from roughly 300 ultra‑rich donors, many of whom supported candidates opposing wealth taxes, including former President Donald Trump.The war in Iran has further inflamed resentment, with the United States spending **$11.3 billion** in the first week of bombardment—far exceeding the annual budgets of agencies such as the CDC, EPA and the National Cancer Institute.Local victories are feeding the momentum. New York City’s mayoral race saw Zohran Mamdani win on a platform that includes taxing the rich to fund affordable housing, groceries and transit. Councilmember Chi Ossé led a 1,500‑person march to the state capitol, urging Governor Kathy Hochul to permit a city‑level millionaire tax, a move that now has backing from some state Democrats.Beyond New York, states like Rhode Island, Hawaii, Pennsylvania, Virginia, Illinois and New Mexico are debating various wealth‑tax mechanisms, including the popular “mansion tax” on high‑value home sales. Currently, **17 localities** have adopted such taxes, most passed between 2018 and 2023.California’s gubernatorial race has become a flashpoint. Billionaire‑backed candidates Matt Mahan and Tom Steyer are vying to replace Governor Gavin Newsom, with the tech elite—such as Sergey Brin and Joe Lonsdale—pouring money into campaigns opposing the billionaire tax. Of the 30 billionaires who have contributed to the race, **25 supported Mahan**, who has positioned himself as a staunch anti‑tax candidate.For Sanchez, the stakes are personal. The proposed tax seeks to replace **$100 billion** in federal health‑care funding cut by Trump’s “One Big Beautiful Bill Act,” which threatens hospital closures and layoffs in the nation’s fourth‑largest economy. She aims to collect **875,000 signatures** by late June to secure the initiative on the November ballot.“It’s creating a network of groups all working toward a common good,” Sanchez says, reflecting a broader sentiment that collective action could finally translate the public’s demand for fiscal fairness into concrete policy.