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Databricks Co‑Founder Secures Prestigious ACM PrizeMatei Zaharia, co‑founder and CTO of Databricks, learned on April 8, 2026 that he had won the ACM Prize in Computing. The surprise announcement highlighted his decades‑long influence on big‑data processing and the emerging AI ecosystem.From Spark to AI Foundations: Zaharia’s Technical JourneyWhile completing his PhD at UC Berkeley under Ion Stoica in 2009, Zaharia released Apache Spark as an open‑source project that dramatically accelerated big‑data workloads. Spark became the engine that powered the early data‑science wave, and its success seeded the creation of Databricks, which has since evolved into a cloud‑native AI and data platform.2009 – Spark open‑source launch2013 – Databricks founded2026 – ACM Prize awardedFinancial Scale of Databricks and the ACM PrizeDatabricks has raised more than $20 billion in venture funding, reaching a valuation of $134 billion and a revenue run‑rate of $5.4 billion. The ACM award includes a cash prize of $250,000, which Zaharia intends to donate to an as‑yet‑undetermined charity.Funding: > $20 BValuation: $134 BRevenue run‑rate: $5.4 BACM cash prize: $250 KImplications for AI Development and Industry Perception of AGIZaharia’s bold statement—“AGI is here already”—challenges the conventional view that artificial general intelligence is a distant goal. He argues that current models already exhibit general‑purpose capabilities, but humans tend to judge them by human standards, which can obscure their true potential.He also warned about the security risks of AI agents that mimic trusted human assistants, citing the example of the “OpenClaw” agent that could inadvertently expose passwords or spend money without user consent.Future Outlook: AI‑Driven Research and Security ChallengesLooking ahead, Zaharia envisions AI becoming a universal research assistant—automating biology experiments, enhancing data compilation, and providing “AI for search” tailored to engineering and scientific inquiry. He stresses the need for robust security frameworks as AI agents become more autonomous.AI‑augmented research across biology, engineering, and data scienceEmphasis on non‑hallucinating, reliable modelsUrgent call for security standards for AI agents

Stephen Fry opened his appearance on ITV’s The Assembly with a startling question: “You tried to kill yourself a couple of times. Are you happy to be alive now?” The boldness set the tone for a conversation that veered far from the usual celebrity‑friendly script.The programme distinguishes itself by placing a well‑known guest in front of a panel of young adults with neurodivergence or learning disabilities. Free from the conventional safeguards of mainstream talk shows, the panel asks questions that are simultaneously unconventional and deeply human, prompting guests to respond without the usual rehearsed veneer.For Fry, the format proved liberating. Known for translating complex ideas into accessible language, he used the platform to discuss suicidal ideation, likening the experience to the lingering memory of a broken limb—painful yet now distant. This candidness allowed him to reaffirm why he remains a cultural touchstone.One of the most memorable moments came when a participant asked, “I read that you are bipolar. One of my family has that. How can I help them?” Fry responded with a vivid analogy, describing bipolar disorder as a “rainstorm raging inside you—eventually the sun returns, and it’s the weather, not the person, that changes.” This explanation resonated as both compassionate and educational.The interview oscillated between gravitas and levity. Fry fielded whimsical queries such as “Can you help me meet Céline Dion?” and “How much have you spent on cocaine?” alongside the probing “Are you a top or a bottom?” The juxtaposition amplified the emotional weight of the serious topics.At one point, a young panelist named Luca chose not to ask a question, instead performing William Wordsworth’s poem “The World Is Too Much With Us” with theatrical flair—a rare blend of poetry and performance that underscored the show’s experimental spirit.Another highlight involved Jacob, a panel member who brandished a list of Fry’s past advertising gigs—Heineken, Twinings, Honda, and more—before delivering the punchline, “Is there anything you wouldn’t do for money?” The extended joke built a collective laugh that softened the subsequent, more probing inquiries.Critics have likened the show’s tone to a hybrid of Radio 4’s In the Psychiatrist’s Chair and the cheeky, irreverent style of classic British comedy interviews such as those with Dame Edna Everage or Mrs Merton, creating a unique space where vulnerability and humor coexist.The episode concluded with Nina Simone’s “I Wish I Knew How It Would Feel to Be Free” playing as Fry reflected on his experiences with antisemitism and bipolar disorder. Moved by the music, he rose and danced, offering a visual testament to the therapeutic power of the format.The Assembly aired on ITV1 and is now available for streaming on ITVX.

The ongoing conflict between the US, Israel, and Iran has led to a significant disruption in global fuel supplies, causing a surge in energy prices. The Strait of Hormuz blockade and air strikes on key energy facilities in the Gulf have resulted in a nearly complete halt to shipping through the strait, which is a critical route for oil and liquefied natural gas (LNG) exports. Egypt's government has announced several measures to mitigate the impact of the crisis on its energy resources. These include reducing fuel allocations for government vehicles by 30 percent, cutting street lighting and advertisement lighting by 50 percent, and implementing 9pm shutdowns for shops, malls, and restaurants from March 28, except on Thursdays and Fridays. Additionally, eligible employees will work remotely on Sundays starting April 1, with some essential services exempted from this policy. The country's energy import bill has increased from $1.2bn in January to $2.5bn in March, putting pressure on Egypt's economy, which is already heavily indebted. The government has also raised fuel prices by 14-30 percent to manage demand and conserve state energy resources. Other countries are also taking steps to conserve energy. Malaysia has ordered civil servants to work from home, while Pakistan has imposed restrictions on market and shopping mall operating hours. Bangladesh has reduced working hours for government and private workers, and Sri Lanka and Slovenia have introduced fuel rationing and purchase limits to manage shortages and soaring costs.

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."

For Konstantin, a 53‑year‑old resident of St Petersburg, the war in Ukraine has become a literal scent in the air. Over the past fortnight he has repeatedly detected the acrid odor of burning crude, fuel and chemicals drifting from Ukrainian drone strikes on Russia’s two largest Baltic oil terminals. The facilities at Ust‑Luga and Primorsk together handle about 40% of Moscow’s seaborne oil exports and roughly 2% of global oil supply, according to the International Energy Agency. Both ports lie within 150 km of St Petersburg, making the smoke visible – and smelt – to locals. Ukrainian drones have flown more than 1,000 km from the front lines to strike storage tanks and loading infrastructure, igniting fires that have burned for days. The smell, described by Konstantin as a mix of diesel exhaust, burning plastic and rotten eggs, first appeared in late March. These attacks are a key element of Kyiv’s strategy to erode Russia’s “unexpected windfall” from oil exports, a revenue stream that has surged as the US‑Israel campaign against Iran pushed global oil prices higher. Satellite imagery shows extensive damage at both terminals, with Ust‑Luga’s sprawling processing complex blackened by fire. As a result, both ports are currently unable to dispatch cargo, forcing traders to reroute oil to smaller Baltic and Black Sea ports that lack the capacity to absorb the displaced volume. Financial analysts estimate that the disruption has already cost Moscow roughly $1 billion in lost export earnings, according to Bloomberg data released on March 31. Moreover, every $10 rise in global oil prices translates into about $1.6 billion of additional monthly income for the Kremlin. Russian officials have blamed European nations for allegedly facilitating the drone overflights, but Ukrainian experts dispute this claim. Andrey Pronin, a pioneer of Ukraine’s drone warfare, emphasized that the strikes are meticulously planned to stay within Russian airspace, bypassing air‑defence systems. Since the campaign began, Ukrainian forces have targeted 13 oil sites, seriously damaging at least eight refineries from the Baltic coast to the Volga region. The attacks are timed to coincide with the heightened profitability Russia enjoys from the Iran‑related oil price surge, according to researcher Nikolay Mitrokhin of Bremen University. Beyond the immediate economic impact, Kyiv views the strikes as leverage in negotiations with Moscow. President Volodymyr Zelenskyy has floated the idea of a temporary moratorium on attacks against Ukrainian energy infrastructure in exchange for concessions, though the strategy also inadvertently benefits Iran by sustaining higher oil prices. On the tactical side, Ukraine now relies heavily on FP‑1 drones produced by the domestic Firepoint company. These unmanned aircraft can carry up to 120 kg of explosives and travel roughly 1,500 km, enabling strikes deep inside Russian territory. For civilians living near the conflict zones, the nightly “fireworks” of explosions have become a grim routine. Abdulla, a Tatar resident of Crimea, described the constant shelling as a new normal, while analysts note that President Vladimir Putin remains resolute, using the ongoing talks with the White House as a diplomatic façade. Overall, the Ukrainian drone campaign illustrates how modern warfare increasingly intertwines kinetic attacks with strategic economic disruption, reshaping the dynamics of the Russia‑Ukraine war and its broader geopolitical reverberations.

Jeffrey Stephen Wigand, a biochemist who helped reveal how tobacco companies targeted children and hid the addictive nature of cigarettes, has been drawing parallels between the tobacco industry and social media companies. Wigand, who played a crucial role in the landmark tobacco trials of the 1990s, believes that social media companies have similarly designed their products to be addictive, particularly targeting children.The recent verdict in a major social media trial, which found Meta and YouTube liable for their role in creating addictive products, has strengthened comparisons to the legal crackdown on big tobacco. Wigand sees it as a similar situation, where companies prioritize profits over people's well-being. He notes that both industries use advertisements to target children, with social media companies using data to create addictive algorithms.Wigand's experience in the tobacco industry informs his perspective on social media. He was hired by Brown & Williamson (B&W;) in 1989 to develop a safer cigarette but was fired after raising concerns about carcinogenic substances in cigarettes. He then publicly declared that the tobacco industry was a 'nicotine delivery business' and helped the federal government in its investigations.Wigand believes that social media companies, like tobacco companies, intentionally addict people, especially children, to generate revenue. He emphasizes that brain development in children makes them vulnerable to addiction, and that social media companies exploit this vulnerability.The tobacco industry faced significant reforms and financial penalties following Wigand's whistleblowing. He hopes that similar actions will be taken against social media companies, including putting guardrails on access for children and holding companies accountable for their role in creating harm. Wigand's message to tech workers considering becoming whistleblowers is to carefully weigh the personal costs and prepare for the challenges that come with speaking out.

Japan's economic strategy has inadvertently created a Japanese century in global finance, driven by the yen's role as a cheap and reliable funding currency. The Bank of Japan's loose monetary policy has suppressed yields on public debt, effectively creating a publicly subsidized funding pipeline for bankers.By borrowing cheaply in yen and investing in higher-return assets, such as US equities, global investors have profited tens of billions of dollars from the 'yen carry trade'. This trade surged after the pandemic, with speculators betting $435bn in the two years to 2024 out of the estimated $1.7tn worth of yen supplied.Despite Japan's first rate hike since 2007 in March 2024, the carry trade remains popular. However, a persistent fear exists that the BoJ may aggressively raise rates, risking a global financial shock. A stronger yen would increase the cost of repaying yen-denominated debts, and heavily leveraged hedge funds could face significant losses.Japan's economic success has created an external dependency on the carry trade to manage internal crises. The country's reflationist prime minister, Sanae Takaichi, is committed to fiscal expansion, which may continue to stabilize the private sector but not necessarily drive growth.Economic analysis suggests that Japan's growth constraints are rooted in its macroeconomic prices, including profit, exchange rate, interest, wages, and inflation. While Japan has seen recent real wage growth, wages have historically been flat or falling, and the country's firms lack a reliably competitive exchange rate and viable profit rate to drive demand and reform.

Several Premier League clubs are struggling to find new shirt sponsors ahead of next season, with nine clubs yet to secure front-of-shirt commercial deals and 12 having not signed contracts. The imminent ban on shirt advertising from gambling companies is having a significant impact on clubs' commercial returns, with the collective loss of income from shirt deals potentially as high as £80m next season.Gambling operators, particularly those serving Asian markets, have been willing to pay more than other companies to sponsor Premier League clubs. However, the removal of gambling firms from the market has led to intense competition among clubs at lower prices. Of the 10 top-flight clubs with gambling sponsors this season, only Bournemouth have announced a replacement, with the club's stadium sponsor Vitality moving on to the shirt in a cut-price deal.Brentford are close to announcing that their existing training kit sponsor, the job search website Indeed, will be on their shirt next season, while Everton and Fulham appear set to buck the trend as they are in advanced negotiations with the foreign exchange trader CMC markets. However, seven clubs with gambling companies' backing remain in the market, including Chelsea and Newcastle, who are still seeking new sponsors.The ban on gambling sponsorships has exacerbated the divide between the big six clubs and the rest of the Premier League in terms of the sponsors they can attract. Arsenal, Liverpool, Manchester City, and Manchester United are locked into long-term deals worth between £50m and £60m a year, while Leeds and Brighton have long-term contracts with Red Bull and American Express respectively.

Major League Soccer (MLS) Commissioner Don Garber has expressed his approval of FIFA's dynamic pricing strategy for the upcoming World Cup, which has significantly raised ticket prices across all games. The tournament is set to take place in the US, Mexico, and Canada this summer. Garber made these comments in Miami, where he attended the inaugural fixture at Inter Miami's Nu Stadium. He suggested that the high prices resulting from FIFA's dynamic pricing model are justified by the event's exclusivity, stating that Americans are accustomed to such pricing for major events. “FIFA has been smart. They have variable ticket pricing and I'm hoping they'll be providing access to anybody that wants to buy a ticket,” Garber said. “It's not really for me to comment on pricing. [MLS] has nothing to do with that, it's FIFA's decision. But I think it's going to be a premier event and premier pricing Americans are used to.” FIFA's dynamic pricing model has been met with criticism, with some labeling it as “price gouging”. US politicians have also weighed in, writing to FIFA President Gianni Infantino. Supporters' groups have expressed outrage over the rising costs. Recently, FIFA raised the top price of a World Cup final ticket to $10,900, up from $8,600 after the finals draw in December. This represents a significant increase from the $1,600 top price for a World Cup final ticket in Qatar four years ago. Despite the controversy, Garber emphasized that MLS is working to capitalize on the tournament to showcase its growth. Many of MLS' top players, including Lionel Messi and Rodrigo de Paul, are expected to represent their nations during the World Cup. “We're going to be present during the games,” Garber added. “We've just finalized the last shoot for major advertising campaigns. It's the first time we've ever produced anything like that. We'll be advertising in the final and semi-finals with some of our biggest stars that we think will resonate around the world.”