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The Power of Anthropic's Mythos Model When Anthropic unveiled its new Mythos model in April, it also delivered a stern warning to anyone developing software. The model was so powerful at sniffing out software vulnerabilities, the lab claimed, that it had discovered thousands of high-severity bugs that would need to be fixed before it could be made public. Improving Software Security with AI Now, security researchers for Mozilla's Firefox browser are providing a closer look at what that process has looked like in practice, and what Mythos' powers mean for software security at large. In a post published on Thursday, Mozilla said Mythos has unearthed a wealth of high-severity bugs, including some that had lain dormant in the code for more than a decade. The Data Behind the Discovery In April 2026, Firefox shipped 423 bug fixes, compared to just 31 exactly a year earlier. The researchers have also published details on 12 of the bugs, which range from a pair of unusual sandbox vulnerabilities, to a 15-year-old error in how the browser parses an HTML element. The Impact on Cybersecurity The fact that the system helped reveal vulnerabilities in Firefox's 'sandbox' system is particularly impressive, given how intricate an attack that exploits it needs to be. To find sandbox vulnerabilities, the model must write a compromised patch for the browser, then attack the most secure part of the software with the new code implemented. Finding and demonstrating the bug is a delicate, multi-step process, requiring both creativity and close attention. The Future of AI in Cybersecurity It's still not clear how AI's emerging capabilities will change the broader balance of power in cybersecurity. One month since Mythos was previewed, most of the bugs discovered likely haven't been patched, which makes it hard to capture the full scope of their impact. Anthropic has been scrupulous about following responsible disclosure norms, but it's likely bad actors are using similar techniques behind the scenes, even if the models they're using aren't quite as good. The Prediction Speaking at a recent event, Anthropic CEO Dario Amodei was optimistic that the new tools would ultimately favor defenders. 'If we handle this right, we could be in a better position than we started, because we fixed all these bugs. There are only so many bugs to find,' Amodei said. 'So I think there's a better world on the other side of this.'

The Lead-Up to Elon Musk's Departure from OpenAI In late August 2017, key figures at OpenAI gathered to discuss creating a for-profit subsidiary to commercialize its technology and raise funds needed to realize Artificial General Intelligence (AGI). Elon Musk demanded full control of the company, but his co-founders, Greg Brockman and Sam Altman, proposed equal shares. The Heated Meeting That Changed Everything During a tense meeting, Musk became angry and upset when told the others would not accede to his demand for control. He stormed out of the room, grabbed a painting of a Tesla, and asked Brockman and Ilya Sutskever when they would be departing OpenAI. Musk stopped his regular donations to OpenAI's operating budget, and within six months, he would leave the board. The Data Analysis: Financial Impact of OpenAI's Growth OpenAI's growth was fueled by investments from Microsoft, including a $1 billion investment in 2019 and a further $13 billion over the next four years. This led to a significant increase in the company's valuation, with Brockman's current stake worth almost $30 billion. The Impact Analysis: Power Struggle and Its Consequences The power struggle between Musk and his co-founders had significant consequences for OpenAI. Musk's departure led to a change in the company's direction, with a greater focus on commercialization and fundraising. This ultimately fueled Musk's suspicions that Altman and Brockman had taken advantage of him, leading to a lawsuit in 2024. The Prediction: What's Next for OpenAI and Elon Musk The trial between Musk and OpenAI is expected to continue, with both sides presenting their cases. The outcome will likely have significant implications for the future of AI development and the relationships between key players in the industry.

The Lead: Dating's New Social FrontierFor many young people, the dating game has become a thankless task of endless swiping and ghosting, with little hope of finding meaningful connections. As dating apps fall out of favor and a relationship recession looms, singles across England and Wales are discovering a refreshing alternative: talking up their pals to strangers at 'Date My Mate' events.The Event Details: Friend-Powered Matchmaking Takes Center Stage'Date My Mate' events involve pitching a friend to a room of singles, and they're gaining momentum across England and Wales. The night unfolds like a reality TV dating show, where participants are welcomed with a free drink token and a sticker branding them as either a 'date' or 'mate.' The 'mates' have a loosely enforced three-minute time slot to hype their single friend using a presentation projected on a screen.'We've hit a cultural nerve,' said Emily Churchill, who hosts the event in London. 'Single people are sick of swiping, they want real human connection.' What started as a one-off for Valentine's Day earlier this year—selling out in less than 48 hours—has become a recurring series where tickets now sell out within five minutes.The Data Analysis: Declining App Usage and Rising AlternativeThe shift away from dating apps is backed by data. According to a report published by Ofcom in 2024, the number of people using the top 10 most popular dating apps had declined by 16% since the previous year. Research reveals that rather than aiding the search for love, dating apps are designed to be addictive, creating an illusion of choice that ultimately leads to frustration.'It's the saturation of the market,' said Bruna Dalla-Vecchia, 26, who attended a recent event. 'There's far too many people, there's the illusion of choice. They get you to go and pay your premium memberships and you don't really make any meaningful connections.'The Impact Analysis: Changing the Dating LandscapeThese events represent a significant shift in how young people approach dating, moving away from the digital realm to more authentic human connections. The format offers a fun alternative to traditional singles mixers, with participants noting that the structured approach reduces the pressure of approaching strangers.'The dating event structure of going to speed dating is just so intense,' said Sophie Lord, who hosts an LGBTQIA+ Date My Mate event in Cardiff. 'It's really fun to go to regardless of whether you meet someone, instead of feeling like you're in an interview with people.'Although the aim is to combat app fatigue, the presentations often resemble online profiles, listing attributes including height, profession, 'red flags' and 'green flags.' Some presentations even include humorous elements, like embarrassing tweets from 2018 or video testimonials from family members.The Prediction: The Future of Social DatingAs these events continue to grow in popularity, we may see a broader trend toward more socially-driven dating experiences that combine the convenience of curated information with the authenticity of in-person interaction. The gender disparity in participation—mirroring online dating where men are represented more than women—presents an interesting challenge that organizers are addressing through targeted outreach and reserved tickets.For shy individuals like Dalla-Vecchia, these events offer a comfortable middle ground: 'You never know if they're taken or not. This is a good way of being a bit playful about it and taking the stress out of it.' As the dating landscape continues to evolve, the success of 'Date My Mate' suggests that the future of connection may lie not in algorithms, but in the people who know us best.

Meta's Strategic Move into Humanoid RoboticsMeta announced the acquisition of Assured Robot Intelligence (ARI), a startup focused on foundation models that enable humanoid robots to understand, predict, and adapt to human behavior. The deal, made for an undisclosed sum, brings ARI’s co‑founders and research team into Meta’s Superintelligence Labs research division.Acquisition Details and Team IntegrationThe integration will see ARI’s leadership—co‑founders Xiaolong Wang and Lerrel Pinto—join Meta’s AI unit. Wang, a former Nvidia researcher and UC San Diego associate professor, and Pinto, a former NYU professor and co‑founder of Fauna Robotics (acquired by Amazon), both hold multiple prestigious awards.Acquisition price: undisclosedPrevious funding: undisclosed seed round from AIX VenturesTeam focus: foundation models for whole‑body humanoid control and self‑learningFinancial Forecasts and Market Size ProjectionsIndustry analysts remain divided on the long‑term value of humanoid robotics:$38 billion market estimate by 2035 (Goldman Sachs)$5 trillion market estimate by 2050 (Morgan Stanley)These figures illustrate both the massive upside and the uncertainty surrounding a technology still in its early commercial phase.Implications for the AI and Robotics LandscapeBy absorbing ARI, Meta gains:Deep expertise in robot‑centric model training, a pathway many experts see as essential for achieving artificial general intelligence (AGI).Accelerated development of consumer‑grade humanoid platforms, complementing Meta’s existing research on AI models and hardware.A competitive edge over rivals such as Amazon, Google, and Tesla, all of which are racing to embed AI in physical agents.Even if Meta ultimately opts not to ship a consumer robot, the acquisition signals a firm commitment to the research frontier where AI learns through embodied interaction rather than static data.Future Outlook: From Lab Prototypes to Consumer HumanoidsAnalysts anticipate a multi‑year timeline before any Meta‑branded humanoid reaches the market. Short‑term milestones include:2026‑2027: Integration of ARI’s models into Meta’s internal simulation pipelines.2028‑2029: Prototype demonstrations of household‑task robots for internal testing.Early 2030s: Potential pilot programs with select partners or developers.Success will hinge on breakthroughs in whole‑body control, energy efficiency, and safe human‑robot interaction—areas where ARI’s award‑winning team is already positioned to lead.

The Tariff Announcement United States President Donald Trump has announced he will increase tariffs on automobiles from the European Union to 25 percent. The announcement on Friday comes at a time when the global economy is already fragile due to the knock-on effects of the US-Israel war with Iran. The Turnberry Agreement in Question This decision comes months after the US and EU forged the Turnberry Agreement, named after Trump's golf course in Scotland. The deal had set tariffs on most goods at 15 percent, lower than the 30 percent Trump had previously threatened. The agreement was expected to save European automakers approximately 500 to 600 million euros ($587m to $704m) per month. Legal and Political Context The Turnberry Agreement had already been questioned after the US Supreme Court ruled that Trump lacked the authority to declare a national emergency to justify many of his tariffs. This ruling had lowered the ceiling on EU tariffs to 10 percent. Despite these challenges, both sides had appeared committed to the agreement prior to Trump's latest announcement. Trump's Justification In a post on Truth Social, Trump accused the EU of "not complying with our fully agreed to Trade Deal," without providing further details. He added that he "fully understood and agreed that, if they produce Cars and Trucks in U.S.A. Plants, there will be NO TARIFF." The European Union did not immediately respond to the announcement. Economic Implications The new tariff rate is set to go into effect next week, potentially disrupting automotive trade between the US and EU. Experts have noted that Trump's broader tariff campaign, which he framed as a hard reset to boost domestic industries, has seen muted progress. Critics have pointed out that tariff fees have ultimately been footed by US businesses, which then pass the costs to consumers. Refund Developments Following a court order, the Trump administration is expected to soon begin issuing the first of an estimated $166 billion in tariff refunds to companies that directly paid the duties. This development adds another layer of complexity to Trump's trade policy approach, which continues to face legal and economic challenges.

Reaffirming the Saudi Commitment to St James' ParkNewcastle United manager Eddie Howe has publicly reaffirmed the unwavering commitment of the Saudi Public Investment Fund (PIF) to the club's footballing ambitions, despite the sovereign wealth fund signaling a strategic pivot away from LIV Golf. In a press conference ahead of a crucial home match against Brighton & Hove Albion, Howe addressed the recent news regarding PIF's funding cuts to the controversial golf circuit, emphasizing that the owners' desire to win trophies remains unchanged.PIF's Strategic Shift: From LIV Golf to Premier League DominanceThe Public Investment Fund, chaired by Saudi Crown Prince Mohammed bin Salman, has spent over $5 billion on LIV Golf since its launch in 2022. However, the fund announced it would cease funding for the breakaway circuit at the close of the 2026 season. Despite this financial withdrawal from golf, PIF representatives met with Howe this week, and the manager described the discussions as constructive. The fund's statement clarified that while it is exiting LIV, it remains committed to deploying capital internationally, with sports continuing to be a priority sector.The $5 Billion Divergence: Golf vs. FootballThe contrast between PIF's massive investment in LIV Golf and its current focus on Newcastle United highlights a strategic realignment. While the golf circuit faces an uncertain future without Saudi backing, Newcastle has enjoyed tangible success under ownership, including qualification for the Champions League and a League Cup victory last year. The divergence suggests that while the owners are willing to cut losses in one sport, they are doubling down on their long-term vision for Newcastle to become a dominant force in English football.Battling the Premier League Table: Howe's DefenseHowe's reassurance comes at a critical time for the club, which currently sits 14th in the Premier League standings after suffering four consecutive defeats. The poor run of form has fueled speculation about the manager's future, but Howe remains steadfast in his position. He stated, "I’ve never needed clarity in my head... I’m here, I’m working, and I’m committed." The manager acknowledged that the team's performance is the ultimate proof of their direction, emphasizing that the club must show positive results to justify the owners' continued investment.Future Outlook: Champions League Ambitions Remain IntactDespite the short-term struggles on the pitch, Howe's comments suggest that the infrastructure and long-term planning for Newcastle are secure. The manager's insistence that the desire to reach the top of the Premier League and win consistently will not change while PIF is involved provides a stabilizing narrative for fans. As the club navigates a turbulent season, the backing from its Saudi owners appears to be a constant, signaling that the pursuit of silverware remains the primary objective.

The Mechanics of the May 1 DeadlineThe Trump administration is facing a critical constitutional deadline on Friday, May 1, 2026, to secure congressional approval for the ongoing US-Israel war on Iran. Under the War Powers Resolution of 1973, the president must notify Congress within 48 hours of introducing forces into hostilities. Once notified, a 60-day clock begins, after which the president must either secure a joint resolution from Congress or withdraw forces. The administration notified Congress on March 2, triggering the countdown that now expires this Friday.The 50-47 Senate VoteAs the deadline approaches, the political landscape is deeply divided. On Thursday, a sixth bid in the Senate to curb the president's authority to conduct military operations using the War Powers Resolution was defeated by a vote of 50-47. The vote broke overwhelmingly along party lines, with Senator Susan Collins of Maine breaking ranks to side with Democrats, warning that the 60-day deadline is "not a suggestion, it is a requirement."Democrats (47): Voted to curb Trump's authority.Republicans (50): Voted against the resolution.Susan Collins (R-ME): The sole Republican to vote with Democrats.Defining 'Hostilities' in a Frozen ConflictThe core of the administration's strategy lies in the interpretation of the ceasefire. Defense Secretary Pete Hegseth testified that the ongoing ceasefire with Tehran has effectively paused the 60-day clock, arguing that "hostilities" have terminated since there has been no exchange of fire since April 7. However, critics argue this is a semantic loophole. Senator Tim Kaine rejected this interpretation, stating he did not believe the statute supports a pause once the deadline has started. Furthermore, Senator Adam Schiff pointed out that while air strikes have halted, US forces remain active in the region, including the seizure of the Iranian-flagged ship Touska on April 20, suggesting the clock has not stopped.A Sideshow to a Constitutional CrisisLegal experts are warning that the administration's maneuvering may be a futile attempt to bypass Congress without triggering a formal declaration of war. Constitutional lawyer Bruce Fein argued that the resolution "never says anywhere" that the deadline stops for a ceasefire, deeming such an interpretation a "paper tiger." Fein suggested that the administration might attempt to bypass the deadline entirely by rebranding the operation or relying on the 2001 Authorization for Use of Military Force (AUMF). Ultimately, the standoff highlights a deep rift over executive power and the legal definition of war, raising the specter of a constitutional crisis if the deadline is ignored.

The Lead President Javier Milei has recently sharpened his rhetoric on Argentina's claim to the British-controlled Falkland Islands, at a time when his close relationship with United States President Donald Trump and the latter's mounting tensions with the United Kingdom have drawn attention to the future of the contested territory. The Event Details The Falkland Islands, known as Las Malvinas in Argentina, have long been a source of tension between London and Buenos Aires. Milei has called for strong negotiations with the UK, initially drawing criticism from opponents who said he was not taking a firm enough stance on the issue. Milei has cited Margaret Thatcher as a political role model. The UK ultimately won the Falklands War in 1982, in which 655 Argentinian and 255 British servicemen were killed. The Data Analysis According to the AS/COA (Americas Society/Council of the Americas) approval tracker, 61 percent of Argentinians disapprove of Milei. That is his lowest approval rating since taking office in December 2023. The Impact Analysis Milei's latest remarks come against the backdrop of a new wave of transatlantic tensions. Trump continues to publicly criticise British Prime Minister Keir Starmer over his stance on the US-Israel war on Iran. The Prediction Experts say that despite the good relationship between Trump and Milei, any resolution of the Falklands dispute still depends on persuading the UK. 'Any settlement of this longstanding dispute will surely involve negotiations, and that means persuading the British, not the Americans.'

The Hollywood Pop Star Paradox For anyone with even the slightest interest in Hollywood, it is not entirely surprising that Anne Hathaway recently appeared on Popcast, the New York Times critics' podcast that has become a premier destination for music promotion. After all, the actor – whose last appearance in a musical bagged her an Academy Award – is a major part of one of the best recent movies to show pop stardom on screen. The Challenge of Creating Fictional Pop Icons The Idea of You successfully conveyed the idea that Hayes Campbell (Nicholas Galitzine) was the breakout star of a crushable 2010s boyband with a feral fanbase called August Moon. And by "successfully conveyed", I mean the film remixed a string of One Direction-esque iconography – the jaunty rock-lite choruses, fizzy cheerfulness and class clown antics – into actual music videos and convincingly banal bops. The bar is low; many, many films have created bespoke pop stars and/or music for alternate cultural histories, but vanishingly few transcend pastiche. When High Ambition Meets Disappointment I found myself missing the catchy yet entirely forgettable output of August Moon while watching the much more highbrow-aiming Mother Mary, which similarly tries very hard to conjure the magic of a generational pop icon by remixing the recognizable. Diva signatures abound – Mother Mary struts like Taylor Swift, stuns in goddess repose a la Beyoncé and bears the ornate hand tattoos of Ariana Grande. She shares with Lady Gaga an imperial remove, haute styling and maternal forbearance (as well as some biography – Lowery seems more than a little inspired by Gaga's mid-career falling out with Laurieann Gibson, the creative director behind her first two albums.) The Elusive Quality of Authentic Stardom It's certainly not for lack of trying, nor caring. By all accounts, the pop elements of Mother Mary, meant to color a character whose relationship to fandom serves as an overarching metaphor, were made with great reverence for an artform often easily dismissed as, well, easy. On the Popcast, Hathaway waxes poetic about studying pop music like an academic, and Mother Mary certainly appears erudite – speaking nonsense, sure, but well-versed in the precise choreography, deific grace and outsized persona of an archetypical pop star. But the effect is not, as FKA twigs put it in the same interview, "total feeling" despite imperfect approximation. The Real Thing vs. Fictional Creation It helps to bank on the real thing. Though Bradley Cooper's A Star Is Born was ultimately about a fading male rock star, it is Lady Gaga's meta-transformation, from high camp into stripped-down singer-songwriter with glinting ambition, that powered the anthemic Shallow into a crossover hit. The imagination of an alternate, artistically compromised Brat Summer in Charli xcx's satirical mockumentary The Moment was ultimately listless, but the film at least had some of her volatile star power to burn. That prospect of verisimilitude to the real, established thing propels our evergreen fascination with the much more successful genre of musical biopics, from Michael to Rocketman, Bohemian Rhapsody to Springsteen: Deliver Me from Nowhere. When Pop Stardom Works as Backdrop A handful of recent movies have fared better when using pop stardom as a backdrop to the action, rather than thematic engine. The horror films Trap and Smile 2, released in 2024, both staked arena shows for youth-skewing female stars as the focal point for genre conventions, built out with music videos, Drew Barrymore crossover appearances celeb cameos and original music befitting a mid-tier musician. The recessive output of Skye Riley (Naomi Scott) or Lady Raven (Saleka Shyamalan, daughter of director M Night) works, in that it appears as generic to some (say, Josh Hartnett's girl dad / serial killer) as it is indispensable to young fans. The Most Compelling Pop Star Portrayals Each of these carve some vague path through the vast morass of modern celebrity; far fewer have the nerve to actually commit to a corner. Alex Russell's criminally underseen Lurker, released last year, strategically deploys atmospheric, entrancing music, with just enough snippets of video, to pad a portrait of toxic adjacency, in which an obsessive fan wheedles his way into a singer's entourage that got too comfortable laundering trust and envy. But it's Vox Lux, Brady Corbet's 2018 precursor to The Brutalist, that remains the most divisive and compelling pop star movie in recent memory for its pitch-black view of pop music as fundamentally empty, stardom a Faustian bargain. The Future of Pop Stardom on Screen Vox Lux, at least, expressed some irreducible confidence nowhere to be found in Mother Mary's diva-off. For all its posturing, and for Hathaway and Michaela Coel's sincere commitment to chewing scenery, the film is surprisingly weightless – untethered from the real humiliations, the grueling labor, the compromised artistry that makes pop stardom such a potent subject in the first place. Hollywood may continue to try its hand at creating pop stars, but until it understands that the magic cannot simply be manufactured, these portrayals will remain echoes rather than icons.