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The Graduation Backlash Against AI OptimismWhen Jacob Pagel graduated from Middle Tennessee State University this spring, predictions about artificial intelligence already had him questioning the value of his degree. Then a music executive started preaching about AI's transformative power during a commencement speech."This industry will change on you in a heartbeat. It has already changed more in the last 10 years than in the 50 years prior … AI is rewriting production as we sit here," said Scott Borchetta, CEO of the record label Big Machine. After a few stray boos from graduates, he doubled down: "Deal with it."The students' jeering grew louder, but Borchetta barreled through: "You can hear me now or you can pay me later … then do something about it. It's a tool. Make it work for you." He continued: "The things you learned in your first year here may already be obsolete."Multiple Universities, Same Student FrustrationBorchetta's speech is one of several at commencement ceremonies this spring that have revealed a disconnect between the executives championing AI and students, eliciting derision in real time even for Google's former CEO. Recent graduates at the University of Central Florida and the University of Arizona booed speakers who compared the advent of AI to the Industrial Revolution and the development of the laptop and smartphone.At the University of Arizona, 20-year-old Arian Chavez, was angry about his school's decision to let ex-Google CEO Eric Schmidt speak, even before he got on stage. Chavez, a junior studying chemical engineering, is part of a group called Students for Socialism, and helped them organize an online petition to remove Schmidt as a commencement speaker."I know what many of you are feeling about that. I can hear you," Schmidt said, amid a chorus of boos. "There is a fear in your generation that the future has already been written, that the machines are coming, that the jobs are evaporating, that the climate is breaking, that politics is fractured, and that you are inheriting a mess that you did not create, and I understand that fear."Public Sentiment: AI's Poor ReceptionThe students at these ceremonies "are a mouthpiece for the population at large", according to Cornell University professor Sarah Kreps, who has studied societies' reactions to new technology. "These tech executives are not reading the room … These kids have spent hundreds of thousands of dollars on a degree that they don't know will serve them well."While they may feel AI's disruptive effects acutely as entry-level job seekers, AI has proved unpopular among the general US public. A national survey conducted for NBC News earlier this year polled 1,000 registered voters and found only 26% view AI positively and 46% view it negatively. AI scored worse than US Immigration and Customs Enforcement (ICE), Donald Trump and Kamala Harris on the same poll, but better than the Democratic party and Iran.Anger against AI is palpable across the country – from communities protesting against datacenters powering the AI boom, to workers disputing their CEOs' claims that AI can, effectively, replace them.The Economic Reality Behind the Student AnxietyPagel and his peers are entering a job market where AI's efficiency is already being used to justify mass layoffs. While it's unclear which jobs may be entirely replaced by AI – and whether AI could eventually create more career pathways than it destroys – recent graduates are feeling betrayed."We've been pushed our entire lives to get our diplomas. Then you pulled the rug out from underneath us, and said: 'Oh, you know those four years you spent learning how to do very specific things, you don't need to do it any more,'" Pagel says. "We can get a computer to do it for two-thirds the price."CEOs' graduation speeches about AI have become a preventable PR disaster, according to Parry Headrick, founder of Crackle PR, a tech public relations agency that has worked with startups. Executives should have acknowledged and reassured students' anxieties, while also advising them to adapt."What in the heck is anybody who is young and in school supposed to do when you have these tech executives beating their chests about the next Industrial Revolution when they can't afford to buy groceries or pay for rent?" Headrick asks. Nearly half of college students said their financial stress made it hard to concentrate on their coursework, according to a 2026 report from Trellis Strategies, a research group focused on postsecondary education.AI's Practical Impact on Education CeremoniesAt Glendale Community College in Arizona, it wasn't a graduation speaker that drew students' ire, but the AI-powered machine reading out their names. Turns out, it missed some.College president Tiffany Hernandez apologized and told graduates towards the end of the ceremony: "Here's what's happening. We're using a new AI system as our reader," she said, as boos roared through the arena. Hernandez paused for a few seconds and let out a few nervous laughs. "That's a lesson learned from us."Aidan Benjamin, who is graduating from Glendale Community College this summer with an associate's degree in accounting, was at the ceremony to support his cousin. He thought she would be walking the stage. She never did, because the AI announcement system never called her name."I was booing because I was like, this sucks. This is such a big moment for students." Benjamin said they both laughed about the malfunction afterwards. "But it just didn't feel good at the end of the day, like, it shouldn't have happened that way," he says.The Future of AI in Education and CareersPagel is considering a career in helping children undergoing medical treatment, or entering politics – perhaps running for office, or working as a liaison for federal agencies. "That sphere depends on human face-to-face interaction. No computer can take that," he says, calling AI-generated campaign ads "the cheap route"."It's up to us as engineering students to use our knowledge for the service of the planet and not billionaires," says Arian Chavez, who wants to work in the environmental regulation of chemical plants.As AI continues to reshape industries and education, the graduation protests may represent an early indicator of a generational shift in how technology is perceived – not as an unqualified good, but as a force that requires careful management to avoid displacing workers and devaluing human expertise.

The Lead The current education system is increasingly criticized for failing to adequately prepare young people for the job market, with rising youth unemployment and a disconnect between school experiences and workplace requirements. The Educational Disconnect Readers of The Guardian have shared their experiences of a "joyless education system that focused too heavily on passing exams," noting the negative attitudes many young people develop toward schooling. The traditional lecture-based teaching methods in many schools fail to engage students meaningfully, leaving them unprepared for the workforce. Former government workers on youth programs report that teacher training needs to shift toward more interactive approaches that better suit the needs of today's students. The Employment Crisis Youth unemployment remains a significant issue even in affluent areas, with young people often struggling to find employment after leaving education. The job market has changed dramatically over recent decades, with fewer entry-level positions available and reduced support from employment services. Many job centers now focus primarily on benefits rather than connecting young people with actual job opportunities, leaving graduates without clear pathways to employment. The Impact on Society The failure to connect education with employment has far-reaching consequences for both individuals and society. Young people face extended periods of unemployment, leading to financial instability, mental health challenges, and a loss of confidence. The economy suffers from a generation of workers entering the job market without the necessary skills or experience, creating a productivity gap that affects national economic performance. The Path Forward Addressing this crisis requires systemic changes in both education and employment support. Schools need to adopt more interactive, practical teaching methods that develop real-world skills alongside academic knowledge. Teacher training programs must evolve to prepare educators for modern classroom environments. Additionally, employment services need to refocus on connecting young people with meaningful job opportunities while providing the necessary support and guidance for successful career transitions.

The Overlooked Scale of Britain’s Pension BillThe Guardian column highlights a paradox: while politicians scramble to trim "welfare" cuts, the biggest component – pensions – remains untouched. Rachel Reeves faces IMF pressure to "stay the course" on spending, yet the public conversation sidesteps the £178bn state pension outlay that dwarfs housing, disability and unemployment benefits combined.What the IMF’s “Stay the Course” Advice Reveals About Fiscal PrioritiesThe International Monetary Fund’s recent recommendation to the UK Treasury was a muted rebuke, urging continuity rather than drastic cuts. This signals that, even amid energy and inflation crises, the IMF recognises the political sensitivity of touching pension spending, reinforcing the government’s reluctance to challenge the entrenched “pension‑protective” framework.Numbers Behind the Welfare Debate: £31bn Pension Benefits, £178bn State Pension, £35bn Tax Relief£31bn – annual pension‑related benefits (excluding the state pension) that are effectively ring‑fenced.£178bn – total annual cost of the state pension, exceeding the combined outlay for housing, disability and unemployment benefits.£35bn – yearly cost of tax relief on private pensions, the most expensive non‑structural tax concession.£10bn – approximate annual spend on affordable housing, a fraction of the pension tax relief.These figures illustrate why any meaningful reduction in the overall welfare bill must grapple with pension‑related spending, not just the more politically palatable benefits.How the Pension‑Heavy Spending Mix Skews Inter‑generational EquityThe article argues that the “triple lock” and generous pension provisions were originally designed to secure older voters’ support. Today, younger voters face a housing market dependent on inter‑generational transfers, soaring student debt and a job market eroded by automation. The imbalance fuels a perception that the state protects retirees while neglecting the needs of the next generation.What Policy Shifts Could Rebalance the Welfare LandscapeWilliams suggests that reframing the debate from a "welfare bill" to a "pensions bill" could open space for reform. Potential steps include:Re‑evaluating the triple lock’s sustainability.Redirecting a portion of the private‑pension tax relief toward affordable housing or youth training schemes.Introducing means‑testing for certain pension components to target genuine need.Launching a cross‑party commission to assess the long‑term fiscal impact of an ageing population.Such measures could mitigate the generational divide and create a more balanced fiscal framework before the next election cycle forces a political reckoning.

During the Google I/O 2026 keynote, Google unveiled a new class of AI agents that stay active in the background, turning Search into a proactive information hub rather than a reactive answer engine. Continuous AI Agents Redefine How Search Works Unlike traditional search, which only responds when a user types a query, the new information agents can be created, customized, and managed by users to monitor any topic of interest around the clock. They synthesize data from multiple sources, explain relevance, compare viewpoints, and deliver actionable insights directly to the user. Use‑Case Spectrum Highlighted by Google Financial monitoring: Track specific stocks, earnings reports, and market trends with real‑time alerts. Travel planning: Follow flight price changes and receive notifications when fares drop. Sports & entertainment: Get live updates on favorite teams, events, or new movie releases. Local conditions: Monitor weather, traffic, housing or job market shifts in chosen areas. Subscription and Rollout Economics The agents will first be available this summer to Google AI Pro and Ultra subscribers in the United States, with broader market expansion planned later. While Google did not disclose specific pricing, the tiered rollout suggests a strategy to monetize premium, continuous‑assistant features and drive higher ARPU among power users. Strategic Impact on Search and the Wider AI Landscape By moving from single‑question answers to ongoing assistance, Google is positioning Search as a persistent personal knowledge manager, effectively superseding the legacy Google Alerts service. This shift could reshape user expectations, pressure competitors to offer similar background agents, and deepen Google’s data collection on user interests. Looking Ahead: Adoption, Competition, and Feature Evolution If adoption mirrors early interest in Gemini and other AI‑first products, the agents could become a core differentiator for Google’s ecosystem, especially as rivals like Microsoft and Anthropic explore comparable continuous‑assistant models. Future updates may integrate deeper Gmail, Calendar, and Docs functionality, turning the agents into true 24/7 personal assistants across Google’s suite.

The Lead: Google's Shift to Continuous AI AssistanceAt the 2026 Google I/O keynote, the tech giant revealed new agentic capabilities in Search, where users can create, customize, and manage multiple AI agents to stay updated on topics of interest. The announcement is part of Google's larger push toward agentic AI systems that can take initiative and assist with ongoing tasks instead of only answering one question at a time.The Event Details: Beyond Traditional SearchUnlike traditional search tools that respond only when prompted, Google's information agents are designed to operate continuously in the background, 24/7, helping users stay informed about their interests without needing to repeatedly search for the same information every day. Instead of delivering a list of links, the agents can synthesize information from multiple sources, explain why something matters, compare perspectives, and provide actionable insights.In many ways, the agents represent the next evolution of Google Alerts, the notification service Google launched in 2003. However, these agents are designed to go beyond simple notifications.The Data Analysis: Practical Applications and Use CasesGoogle's information agents can be applied to numerous scenarios:Someone following the stock market could create an information agent focused on specific companies, share price, or economic trends. The agent could monitor market activity throughout the day, track breaking news, summarize earnings reports, alert users when major changes happen, and provide summaries and links to learn more.Everyday tasks such as tracking flight prices for upcoming trips, monitoring sports teams and live events, following breaking news, keeping tabs on housing or job market trends, and tracking weather or traffic.The Impact Analysis: Transforming How Users Interact with InformationThis development marks a significant shift in how users interact with information online. Rather than requiring constant active searching, Google's agents provide a more passive, continuous information stream that reduces cognitive load while keeping users informed. This approach aligns with broader industry trends toward more proactive AI systems that anticipate user needs.The agents also represent Google's response to changing user expectations in the age of advanced AI, where simple link aggregation is increasingly seen as insufficient compared to synthesized, contextual insights.The Prediction: The Future of Search and AI IntegrationInformation agents will be available this summer, with Google first rolling them out to Google AI Pro and Ultra subscribers in the U.S., before expanding to additional markets. This phased release suggests Google is carefully monitoring performance and user feedback before wider deployment.Beyond these information agents, Google also introduced a major redesign of Search itself, including what it describes as a reimagined "intelligent search box"—the company's biggest change to Search in more than 25 years. The new interface is designed to support longer, more conversational queries, with a new AI-powered query suggestion system that goes beyond traditional autocomplete.These developments signal that Google is positioning itself at the forefront of the shift from query-based search to continuous, AI-powered information assistance, potentially reshaping how billions of users access and interact with information online.

The Growing Concern Over AI's Economic ImpactOne in three university students in Great Britain believe that artificial intelligence will eliminate jobs so rapidly that it will trigger civil unrest, according to a new survey by King's College London (KCL). This significant finding highlights the deep concerns among educated young people about the potential societal consequences of rapid technological advancement.The poll, conducted by the King's Institute for Artificial Intelligence and the KCL Policy Institute, represents the first major tracking study of attitudes toward AI across different segments of British society. It compares responses from university students, young people aged 16 to 29, employers, and the general public.Student Usage Patterns and PessimismUniversity students emerge as among the heaviest users of AI technology, with 77% reporting using it at least a few times a month—substantially higher than the 46% of workers who do so. Additionally, 27% of students use AI daily or almost daily, indicating deep integration of these tools into academic life.Despite their familiarity with AI, students express significant pessimism about its economic consequences. More than half are convinced that job losses resulting from AI will be more severe than those in a typical recession. This pessimism is particularly notable given that students generally hold more positive views about AI's overall impact on humanity compared to the general public.Key Statistics from the AI Attitudes Survey34% of university students believe AI will eliminate jobs fast enough to cause civil unrest (compared to 22% of the general public)77% of university students use AI at least a few times a month (compared to 46% of workers)27% of university students use AI daily or almost daily52% of male university students believe AI is positive for humanity (compared to 24% of the general public)9 out of 10 university students have encountered problems with AI, most commonly factual errors (37%) and made-up sources (31%)78% of students would still choose to attend university, though 30% would have selected a different subjectImplications for Education and the WorkforceThe survey reveals a significant gap between students' perceptions of their preparedness for an AI-shaped job market and their actual experiences. While 60% believe universities are capable of preparing them for this future, only 36% report actually receiving adequate preparation.This disconnect suggests that educational institutions may be struggling to adapt curricula and teaching methods to address the rapidly evolving technological landscape. The findings also highlight gender differences in how students perceive AI's impact on their cognitive abilities, with male students more likely to believe AI enhances their thinking skills while female students tend to hold the opposite view.Divergent Views on AI's FutureThe poll captures contrasting perspectives on AI's potential impact. Bobby Duffy, director of the KCL Policy Institute, emphasizes the widespread concern about AI's effect on employment, particularly at entry-level positions, and its broader implications for young people and the economy.In contrast, Bouke Klein Teeselink, a lecturer in philosophy, politics, and economics at KCL, offers a more optimistic outlook. He suggests that with appropriate training, policies, and institutional support, AI could lead to increased productivity, expanded opportunities, higher incomes, and accelerated scientific progress.These divergent views reflect the broader societal debate about artificial intelligence—balancing legitimate concerns about displacement and inequality against the potential benefits of technological advancement.

The Backlash Against Eric Schmidt's AI Remarks Former Google CEO Eric Schmidt faced a hostile reception from students at a University of Arizona commencement address on Sunday, May 18, 2026. Schmidt, who led Google for over a decade and acquired a multi-billion dollar fortune, spoke to around 10,000 graduating students about the impact of modern technology on society. Schmidt's Words on AI and Its Effects Schmidt discussed the evolution of technology, from laptops to smartphones, the internet, and social media. He noted that while these tools were meant to connect people and add to human knowledge, they have also led to isolation and degradation of the public square. Schmidt acknowledged that AI has unsettled young people, saying "That was not the plan, but it happened." He recognized that students are fearful that AI threatens to deprive them of a future, saying "There is a fear in your generation that the future has already been written, that the machines are coming, that the jobs are evaporating, that the climate is breaking, that politics are fractured, and that you are inheriting a mess that you did not create." The Data Analysis: Student Anxiety and AI A Pew Research Center study found that about half of Americans feel "more concerned than excited" about the increased prevalence of AI in their daily lives. This anxiety may be more pronounced in areas where technology can easily replicate information technology work, reshaping the workforce. The Impact Analysis: Polarization and Job Market Fears Schmidt's remarks struck a nerve with the students, who shouted and jeered when he discussed AI's potential to deprive them of a future. This reaction comes amid growing concerns about AI's impact on the job market and society as a whole. The Prediction: Shaping the Future of AI Schmidt encouraged students to adapt and shape how AI will be used in the future, rather than letting it shape them. He emphasized that the question is not whether AI will shape the world, but whether students will have shaped AI. In contrast, Jensen Huang, Nvidia's CEO, recently told graduates at Carnegie Mellon University that there's no better time to "begin your life's work" than now, arguing that AI will be a net positive for humanity and create new opportunities for young people.

The Billionaire Class Trauer: How Wealthy Democrats Are Embracing PopulismTom Steyer has built his campaign for governor of California around affordability – and taxing the uber-wealthy. It is perhaps an unusual message for a candidate with an estimated net worth of $2.4bn. But the hedge fund founder-turned climate activist and liberal mega-donor is pitching himself as a different kind of billionaire: one who wants people like him to pay far more in taxes.The Billionaire Populist StrategyAs early voting ballots trickle in for the 2 June primary, Steyer, a leading candidate in the unsettled contest, is racing to convince Californians that his elect-the-rich-guy-to-eat-the-rich candidacy isn't a contradiction. "People are very skeptical of billionaires," Steyer, wearing a beige baseball cap with the words "class traitor" embroidered on it, told a small group of reporters at a campaign event in East LA on Wednesday. "I'm skeptical of billionaires because we've seen so many billionaires being selfish and arrogant."The Rise of Anti-Billionaire SentimentSteyer's campaign arrives at a particularly combustible political moment in the US, shaped by a surge in anti-elite populism, widening income inequality and growing suspicion of billionaire power across both parties. A survey conducted last year by the Harris Poll found that the share of Americans who said billionaires threaten American democracy rose to 53%, up 7 points from 2024. At the same time, nearly eight in 10 respondents said they were more likely to support a billionaire who "challenges unjust systems."California's Affordability Crisis and Political ResponseAnti-rich sentiment is especially pronounced in the Golden State, which boasts the world's fourth largest economy and more billionaires than any other US state. Yet California faces a deep affordability crisis, leaving many voters searching for a governor who will do more than take on the billionaire in the White House. They want someone who will "upend the system," said Lorena Gonzalez, president of the powerful California Federation of Labor Unions.The Democrat's Billionaire DilemmaA decade after Trump, a billionaire real estate mogul, proved he could harness working-class discontent, Democrats see a chance to rebuild their frayed coalition and win back the voters squeezed by the rising cost of rent, utilities and groceries. Ahead of the November midterm elections, Democrats are hammering Trump over his coziness with Silicon Valley billionaires and his preoccupation with building a ballroom at the White House, evidence, they say, that the president's party has abandoned working class voters in favor of a new gilded-age oligarchy.Wealthy Progressives Across AmericaSteyer is not the only Democrat testing the party's appetite for a populist from the 1%. In Illinois, Governor JB Pritzker, a scion of the Pritzker family that founded the Hyatt hotel chain, is running for a third term – and widely believed to be considering a presidential bid in 2028. Other wealthy progressives include Saikat Chakrabarti, a centimillionaire tech entrepreneur and former chief of staff to Ocasio-Cortez who is self-funding his anti-establishment bid to succeed retiring former House speaker Nancy Pelosi in San Francisco.A Historical Perspective on Wealthy DemocratsWealthy Democrats are hardly a new phenomenon. From Franklin Roosevelt's patrician roots to John F Kennedy's vast family fortune, the party has a history of elevating affluent political leaders who framed their privilege as a responsibility to serve the public. As Cas Mudde, a leading scholar of populism, noted by email, "socialists have long been led by 'class traitors' (eg Friedrich Engels) or have supported rich politicians and intellectuals (for example Bernie Sanders and Noam Chomsky)."The Future of Populist PoliticsAmid a volatile job market and escalating inflation, voters want leaders who understand their economic struggles. In California, with the nation's highest cost of living and gas prices topping $6 per gallon amid the Iran war, that demand is particularly urgent. Perhaps then it is a sign of the times that if Steyer advances to the November general election, Californians would likely have the chance to elect a billionaire for governor and impose a first-of-its-kind wealth tax on the state's richest residents.

The Graduation Backlash Against AIDuring the 2026 commencement season at American universities, several speakers faced unexpected pushback when mentioning artificial intelligence. Students at the University of Central Florida and University of Arizona booed executives who highlighted AI's role in the future, reflecting growing concerns about job prospects and the direction of technological advancement.When AI Became the Third Rail at GraduationsGloria Caulfield, an executive at real estate firm Tavistock Development Company, gave a speech at the University of Central Florida where she declared, "The rise of artificial intelligence is the next industrial revolution." The students in the audience responded with increasingly loud booing, causing Caulfield to pause and remark, "Okay, I struck a chord."Former Google CEO Eric Schmidt faced similar resistance at the University of Arizona. Despite ongoing controversy over a lawsuit accusing him of sexual assault (which he denies), Schmidt also encountered boos when he told students, "You will help shape artificial intelligence." He attempted to continue by emphasizing the opportunities AI presents, but the booing persisted.Not all AI-focused speeches faced backlash. Nvidia CEO Jensen Huang spoke at Carnegie Mellon's commencement without audible pushback when he noted that AI has "reinvented computing."The Economic Anxiety Behind the BooingThe negative reactions may stem from broader economic concerns. A recent Gallup poll revealed that only 43% of Americans aged 15 to 34 believe it's a good time to find a job locally, a significant drop from 75% in 2022. This pessimism reflects growing anxiety about employment prospects in an increasingly automated world.Even tech industry workers express concerns about AI's impact on employment, with journalist and tech critic Brian Merchant suggesting that AI has become "the cruel new face of hyper-scaling capitalism."Generational Divide on Technology's FutureThe backlash highlights a significant generational divide in how technology's future is perceived. While older generations often present AI as an inevitable and beneficial progression, many younger graduates view it with skepticism and fear.Schmidt himself acknowledged this divide, noting "a fear in your generation that the future has already been written, that the machines are coming, that the jobs are evaporating, that the climate is breaking, and that politics are fractured."The specific context of each speech also influenced reception. Caulfield, addressing arts and humanities graduates, may have misread her audience by beginning with "generic" praise of corporate executives like Jeff Bezos before introducing the topic of AI.The Future of Commencement MessagingAs AI continues to reshape industries and job markets, commencement speakers will need to address these concerns more directly and thoughtfully. The backlash suggests that simply celebrating technological advancement without acknowledging its challenges will no longer resonate with graduating students.Moving forward, successful commencement speeches may need to balance optimism about technological possibilities with realistic acknowledgment of the economic and social challenges ahead. The focus may shift from celebrating AI itself to discussing how graduates can navigate and shape a future where AI plays an increasingly prominent role.