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Legal Battle Over OpenAI’s Safety CommitmentElon Musk’s lawsuit alleges that OpenAI has strayed from its founding promise to ensure humanity benefits from artificial general intelligence (AGI). A federal court in Oakland heard testimony that the company’s for‑profit arm may be prioritising market rollout over safety safeguards.Testimony Reveals Shift From Research to Product FocusFormer employee and board member Rosie Campbell testified that after joining the AGI readiness team in 2021, she observed a transition from a research‑centric culture to a “product‑focused organization.” She cited the disbanding of her team in 2024 and the shutdown of the Super Alignment team as evidence.Campbell highlighted a deployment of GPT‑4 in India via Microsoft’s Bing before review by the Deployment Safety Board.She argued that without robust safety processes, scaling powerful models is “suboptimal” for the public good.Financial Pressures and Funding Needs HighlightedUnder cross‑examination, Campbell acknowledged that achieving AGI “will likely require significant funding,” suggesting that financial imperatives are driving the product push. No specific dollar amounts were disclosed, but the implication is that capital constraints are influencing safety trade‑offs.Governance Gaps Undermine AI Safety OversightTestimony from former board members Tasha McCauley and expert witness David Schizer painted a picture of a non‑profit board unable to supervise the for‑profit subsidiary. Allegations included:Misleading statements by CEO Sam Altman about board decisions.Failure to disclose the launch of ChatGPT and conflicts of interest.Board’s limited confidence in the information it received.The board’s brief removal of Altman in 2023, linked to the India deployment incident, underscores the recurring tension between governance and commercial rollout.Regulatory Scrutiny Likely to IntensifyBoth Campbell and McCauley argued that OpenAI’s internal failures justify stronger government regulation of advanced AI systems. As the lawsuit proceeds, policymakers may face increased pressure to define clear safety review mandates for AI deployments.

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 At the Milken Institute Global Conference, leaders from across the AI supply chain gathered to discuss the current state and future of artificial intelligence. They touched on various challenges, including chip shortages, energy constraints, and the potential for new AI architectures. The Bottlenecks in AI Development The discussion highlighted several bottlenecks in AI development. Christophe Fouquet, CEO of ASML, noted that despite efforts to accelerate chip manufacturing, the market will likely remain supply-limited for the next two to five years. Francis deSouza, COO of Google Cloud, pointed out the immense demand for AI infrastructure, with Google Cloud's revenue growing 63% and its backlog nearly doubling to $460 billion. The Data and Energy Constraints Qasar Younis, co-founder and CEO of Applied Intuition, emphasized that the bottleneck for his company is not silicon but data gathered from the real world, which is essential for training physical AI models. The energy required to power AI infrastructure is also a significant concern. deSouza mentioned that Google is exploring data centers in space to address energy constraints, although this comes with its own set of challenges. New AI Architectures and Their Implications Eve Bodnia, founder of Logical Intelligence, discussed a different approach to AI, focusing on energy-based models (EBMs) that aim to understand the underlying rules of data, similar to human brain function. This approach could be particularly useful for applications requiring an understanding of physical rules, such as chip design and robotics. The Future of AI: Agents, Guardrails, and Trust Dmitry Shevelenko, chief business officer of Perplexity, talked about the evolution of its search product into a 'digital worker' called Perplexity Computer. This tool is designed to act as a staff that a knowledge worker can direct, raising questions about control and security. Shevelenko emphasized the importance of granularity in permissions and actions to ensure trust and security. The Geopolitical and Generational Impact The discussion also touched on the geopolitical implications of physical AI and its impact on national sovereignty. Younis noted that physical AI manifests in the real world in ways that governments can't ignore, leading to questions about safety, data collection, and control. Regarding the impact on the next generation, the panelists were optimistic, highlighting the potential for AI to help address significant problems and unleash new levels of creativity and opportunity.

The End of a Lucrative Partnership Snap has ended its $400M deal with Perplexity, a company that specializes in AI search engines. The deal, announced last November, would have seen Perplexity's technology integrated directly into Snapchat. Details of the Failed Partnership The deal was worth $400 million in cash and equity over one year. Perplexity's AI search engine was to be integrated into Snapchat's 'Chat' interface. The partnership was expected to contribute to Snap's financials in 2026. Snap and Perplexity 'amicably ended the relationship in Q1.' Impact on Snap's Financials Snap's sales guidance 'assumes no contribution from Perplexity.' The company revealed that its global daily active users (DAU) rose 5% year-over-year to 483 million, while monthly active users (MAU) also grew 5% to reach 965 million. The Future of AI Integration Snap CEO Evan Spiegel had previously stated that the deal reflected the company's vision to use AI to enhance discovery on Snapchat. The company remains focused on investing in AI and other technologies, such as intelligent eyewear. What's Next for Snap and Perplexity While the deal with Perplexity has ended, Snap continues to explore other partnerships and technologies to enhance its platform. The company will share more about its plans at AWE on June 16th.

The Rise of AI-Driven Expert Networks Traditional expert networks like LinkedIn, GLG, and AlphaSights often struggle to provide quality inputs for companies seeking advice on projects. These platforms typically rely on job titles to match experts with companies, which can lead to shallow signals and limited data. Ethos' Voice-Powered Onboarding Ethos, a London-based startup, is changing the game with its voice-powered onboarding process. This innovative approach allows experts to share more data about their knowledge domains through natural language queries. For companies, Ethos can better match their project needs with the right experts. The Data Analysis $22.75M Series A funding led by a16z Participation from General Catalyst, XTX Markets, Evantic Capital, and Common Magic 35,000 experts joining the platform weekly On track for 'an eight-figure annualized revenue' The Impact Analysis The funding round highlights the growing demand for AI-driven expert networks. Ethos' founders, James Lo and Daniel Mankowitz, bring unique perspectives to the problem. Lo, previously at McKinsey and SoftBank, focused on providing economic opportunities, while Mankowitz, an AI researcher at DeepMind, saw the economy as a knowledge graph. The Prediction As AI labs continue to map human talent, Ethos is poised for growth. The company aims to keep its team compact while scaling up, with a focus on expanding its expert user base and developing its platform. With its innovative voice-powered onboarding process, Ethos is set to disrupt the traditional expert network industry.

The Historic Return of the Irritator SkullGermany and Brazil announced a joint declaration this month that the Stuttgart State Museum of Natural History will hand over the Irritator challengeri skull to Brazil, a landmark step in global fossil restitution.Background: Discovery and Contested OwnershipThe skull was purchased by the Stuttgart museum in 1991. Paleontologists identified it in 1996 as the most complete spinosaurid skull ever found, naming the genus Irritator after the frustration of discovering a tampered snout.Brazilian law enacted in 1942 declares all fossils found in the country state property, and since 1990 permits export only with a government licence and a partnership with a Brazilian scientific institution. The exact date of the fossil’s excavation and export remains unknown, fueling legal uncertainty.Legal Framework and International Pressure263 experts signed an open letter demanding repatriation.More than 34,000 members of the public added their signatures to an online petition.Previous successful returns, such as the Ubirajara specimen in 2023, set precedent for the current case.Legal researcher Paul Stewens of Maastricht University highlighted the case as an example of neo‑colonial research practices, arguing that fossils should remain part of their country of origin’s heritage.Implications for Global Fossil RestitutionScientists like Prof. Aline Ghilardi view the hand‑over as a “major achievement” that could reshape museum‑research relationships worldwide. The move is seen as a step toward more ethical, collaborative science that respects local laws and cultural identity.Critics note the declaration’s wording—“handed over” rather than “repatriated”—as a missed opportunity to explicitly frame the action as restitution.Future Outlook: Cooperation and Repatriation TrendsWhile experts caution that the return of Irritator may not trigger a flood of fossil returns, they stress that the diplomatic cooperation between Germany and Brazil could pave the way for joint research programmes and more transparent export processes.Continued dialogue may lead to non‑zero‑sum solutions, allowing museums to retain scientific access while ensuring source countries benefit from their natural heritage.

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.

The Spread of Spotted Lanternflies Around grape harvest time about three years ago, an employee at Zephaniah Farm Vineyard in Leesburg, Virginia, noticed bugs, about 1in long with gray and black wings and a bright red underwing, atop some trees. They were spotted lanternflies, invasive insects that probably played a role in the fact that the vineyard produced about half as many grapes in 2025 as the previous year, according to Tremain Hatch, a co-owner and viticulturist. The Economic Impact on Vineyards Zephaniah Farm is not the only US business that has seen lanternflies suck away their revenue. Their US population has increased in recent years and affected the winemaking and forestry sectors. In New York, for example, researchers estimated that the bugs could cost wineries millions of dollars. The Data Analysis The spotted lanternflies are native to China and were first detected in the US in 2014 in Berks county, Pennsylvania. They have since spread to 19 states – with the largest infestations in the north-east – and Washington DC. The bugs suck the sap from a variety of plants, including grapevines, hops and fruit trees, and then secrete honeydew, a sugary liquid which can then facilitate the growth of sooty mould. The Impact Analysis Scientists are uncertain what the lanternfly population numbers could look like this summer and fall, but they expect them to continue to spread across the country. As such, researchers are looking for ways to protect vegetation – and the wine industry – from the bugs. “They don’t belong in our environment,” said Brian Walsh, a Penn State Extension horticulture educator who studies lanternflies. “And while you may not be having a huge impact overall on the population by killing individuals, each one that you see and encounter and kill, that is one less that you’re going to accidentally move to a new area.” The Prediction Despite the increasing US lanternfly population, Nathan Derstine, a visiting assistant professor of biology at the University of Richmond, does not expect the bugs to wreak as much havoc as, for example, the emerald ash borer, an invasive Asian beetle that has killed hundreds of millions of ash trees. “This is a recent invasion,” Derstine said. “It’s been about 12 years. That is not very long in the grand scheme of things, and so there has probably not been much adaptation or chance for any response by the natural enemies or parasitoids or things that are present here.”

The End of Britain’s Comfortable Retirement DreamBritain’s long‑standing model of a secure, leisure‑filled retirement – built on state pensions, generous occupational schemes and rising life expectancy – is now under pressure as demographic, economic and policy shifts threaten the “golden age” of retirement.From Post‑War Pension Prosperity to Modern AusterityAfter World II, the universal state pension introduced by the Attlee government, expanding occupational pensions and booming home‑ownership created a generation of retirees who could enjoy early retirement, travel and lifelong learning. The 1960s‑80s saw the rise of package holidays, the Open University and the University of the Third Age, while full employment and a free NHS underpinned rising healthy life expectancy.Numbers That Reveal a Changing Landscape1909: Britain introduced an old‑age pension for the poorest, age 70.2003: For the first time, the proportion of pensioners in relative poverty fell below the national average.2007‑08: Global financial crisis caused pension fund values to plunge, exposing the risk of private‑pension reliance.2020s: Defined‑contribution schemes now dominate, with many younger workers facing pension pots that are “nowhere near enough” for a comfortable retirement.Why the Retirement Contract Is FracturingThe shift from defined‑benefit to defined‑contribution schemes, combined with stagnant wages, high housing costs and rising student debt, has turned retirement into a contested political issue. Baby‑boomers are portrayed as a “selfish” generation in works such as David Willetts’s The Pinch, while Generation X faces lower pension entitlements and a likely decline in pensioner incomes as they enter the labour market.Advocacy groups like Age UK and the National Pensioners Convention have kept older‑people’s rights on the agenda, but inter‑generational tensions are deepening, especially after Brexit and the Covid‑19 pandemic.What the Next Decade May Hold for British RetireesResearch from the Social Market Foundation suggests that retirees of the 2030s will have smaller pension pots than the boomers, relying more on housing wealth. Without substantial policy reform, many will need to work into their 60s or 70s, or turn to the “FIRE” (Financial Independence, Retire Early) movement. Future reforms will need to blend work, care, learning and leisure, and leverage technology to sustain living standards without compromising the planet.