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The Rise of AI Psychosis in Corporate Decision MakingBox founder Aaron Levie has identified a troubling trend in corporate America: what he calls "AI psychosis," where executives and decision-makers become so enamored with artificial intelligence that they believe it can replace human jobs without understanding what those roles truly entail. This overenthusiasm for AI is leading to significant workforce reductions and a growing backlash from both employees and users.Workforce Reductions Fueled by AI AmbitionThe consequences of this AI psychosis are already becoming apparent in the tech industry. Productivity software company ClickUp recently cut 22% of its workforce, citing a shift toward AI agents. This move is part of a larger trend where tech layoffs in 2026 are already nearly matching the total number of layoffs seen throughout all of 2025. These cuts suggest that companies are prioritizing AI implementation over human talent, often without fully understanding the implications.User Backlash Against Forced AI IntegrationWhile companies push AI solutions, users are increasingly resisting. DuckDuckGo has seen a surge in installations from users who want Google to stop forcing AI into search results and simply provide traditional links. This user backlash highlights a disconnect between corporate AI strategies and actual consumer preferences, suggesting that not all AI implementations are welcome or beneficial.The Duality of AI AdoptionAs TechCrunch's Equity podcast hosts discuss, both the AI-pilled (those enthusiastically embracing AI) and the AI-skeptical (those questioning its implementation) may have valid points. The challenge lies in finding a balance where AI augments human capabilities rather than replacing them entirely, and where technology serves actual needs rather than being implemented for its own sake.Future of Work in an AI-Driven EconomyAs AI continues to evolve, companies must develop more nuanced approaches to workforce planning and technology implementation. The current trend of replacing human workers with AI agents may prove shortsighted if it leads to decreased product quality, poor user experience, and loss of institutional knowledge. The future likely lies in hybrid models where AI and humans collaborate, each bringing their unique strengths to the workplace.

The AI Psychosis Phenomenon Box founder Aaron Levie has coined the term 'AI psychosis' to describe a growing trend among CEOs: the belief that AI can seamlessly replace human jobs without understanding the intricacies of those roles. This phenomenon highlights a disconnect between the decision-makers and the realities of the workforce. The Disconnect Between AI Hype and Job Realities Recent layoffs: ClickUp cut 22% of its workforce for AI agents, and tech layoffs in 2026 are nearly matching all of 2025. Growing concerns: DuckDuckGo installs are climbing as users seek alternatives to Google's AI-driven search. The Impact on the Tech Industry The situation raises questions about the future of work and the role of AI. As the AI-pilled and AI-skeptical perspectives collide, the industry is left to ponder the implications. Key Takeaways and Future Outlook The discussion on TechCrunch's Equity podcast, featuring Kirsten Korosec, Anthony Ha, and Sean O'Kane, delves into the complexities of AI's impact on the workforce. With Waymo's new robotaxi hitting the road and significant deals on the horizon, the future of tech and AI is more uncertain than ever.

The Lead: Milburn's Stark Warning on UK Youth EmploymentA landmark review led by former Labour cabinet minister Alan Milburn has issued a stark warning regarding the future of the British workforce. The report projects that the number of young people not in work or education could surge to 1.25 million by the early 2030s without immediate intervention. This projection signals a potential deepening of the economic inactivity crisis that has been plaguing the UK for several years.The Event Details: The 'Generational Fault Line' ReportMilburn, leading the review into why so many young people are economically inactive, argues that the UK risks opening up a 'generational fault line' between young and old. He contends that systemic failures are preventing young people from entering the workforce, citing disconnects in schools, the NHS, the welfare system, and the jobs market. The review serves as a call to action for policymakers to address the root causes of youth economic stagnation.The Data Analysis: Projecting the 1.25 Million NEET CrisisProjected Figure: The report warns that the number of NEETs (Not in Education, Employment, or Training) could reach 1.25 million by the early 2030s.Current Context: This figure represents a significant demographic shift, indicating a potential loss of human capital and future economic productivity.Key Driver: The analysis points to a widening gap between the skills young people acquire and the demands of the modern labor market.The Impact Analysis: Economic Inactivity and Social CohesionThe rise in youth inactivity poses a severe threat to social cohesion and economic stability. A large inactive youth population places a heavier burden on the working-age population and the state, potentially leading to reduced economic dynamism and increased social stratification. The report suggests that without addressing the barriers to entry for young people, the UK could face long-term stagnation in its growth potential.The Prediction: Urgent Overhaul of UK Support SystemsTo avert this crisis, the report calls for a comprehensive overhaul of the support systems designed for young people. Future policy must focus on aligning educational outcomes with labor market demands and ensuring that health and welfare systems are accessible and relevant to the youth demographic. The Guardian is now seeking input from young people to better understand their personal experiences and challenges in the job market.

Human Archive, a Silicon Valley‑based startup, announced on May 26, 2026 that it has raised $8.2 million to scale a network of gig‑economy workers in India who wear sensor‑rich caps and gloves to capture egocentric video, depth and tactile data. The data is intended to train robots for real‑world tasks, addressing a critical bottleneck in physical‑AI development.Human Archive Secures Funding to Harvest Gig‑Economy Data for Robot TrainingInvestors: Wing Venture Capital, NVP Capital, Y Combinator, angels from OpenAI, Nvidia, Google, Meta and others.Founders: Samay Mani, Rushil Agarwal, Shloke Patel and Raj Patel (Berkeley and Stanford alumni).Current deployment: > 1,000 active headsets across home‑services, hostel and restaurant partners.Funding Round and Deployment Scale: Numbers Behind the PushCapital raised: $8.2 million in Series A.Hardware portfolio: > 50 device types, including 7 custom rigs (caps, tactile gloves, full‑body motion‑capture suit, wrist cameras).Worker compensation: $1 per hour for data collection (vs. industry average $2.6‑$4.2).Geographic reach: Primary operations in India, early pilots in Southeast Asia and the United States.How India’s Gig Workforce Could Accelerate Physical AIThe startup leverages the massive, on‑demand labor pool created by platforms such as Zomato, Swiggy, Urban Company, Snabbit and Pronto. By embedding sensors in everyday service visits, Human Archive creates a continuous stream of high‑quality, real‑world training data that traditional robotics labs lack. The approach also offers workers a discounted service option in exchange for consent, turning a routine gig into a data‑generation event.Scaling the Data Engine: What Comes Next for Robot‑Ready DatasetsProduct roadmap: Expand custom hardware suite, improve multi‑sensor synchronization, and launch a marketplace for third‑party data licensing.Partnership outlook: Seek deeper collaborations with AI labs, universities and robot manufacturers; overcome resistance from major home‑service players like Urban Company and Pronto.Regulatory watch: Ensure compliance with India’s Digital Personal Data Protection (DPDP) Act as the Ministry of Electronics reviews consent mechanisms.If Human Archive can sustain its hardware rollout and broaden its partner ecosystem, it may become a cornerstone supplier for the next generation of robots that can clean, cook and perform complex household tasks worldwide.

The Crisis in Youth EmploymentThe boss of Next, Lord Wolfson, has issued a stark warning about a "dramatic fall" in entry-level jobs across the UK, highlighting how this trend is driving up youth unemployment. The clothing and homeware retailer, where Wolfson has been chief executive since 2001, typically received 10 applications for every job in its shops in 2024, but that number has now surged to 19."That doubling of applicants for shop jobs is indicative of just how big the crisis is in youth unemployment at the moment," Wolfson told the BBC. His comments come as a government-commissioned report is expected to find that Labour has failed to tackle the soaring number of people not in education, employment or training (Neet), with almost a million young people in this category.Changing Retail Landscape and Employment PracticesThe retail industry is undergoing significant transformation, with Next increasingly adopting automation and other technologies such as self-scanning lockers for customer returns, reducing the need for staff on tills. This technological shift is part of a broader trend where entry-level roles are most vulnerable to the advent of artificial intelligence.Wolfson specifically pointed to the upcoming ban on zero-hours contracts, included in the government's Employment Rights Act, as a factor that will make hiring more difficult. "While I am in favour of eliminating zero-hours contracts in most sectors, the new rules are tricky for retail, because the risk is you then have to contract for those hours forever," he explained.More than a million people in the UK are currently working on a zero-hours contract basis, spanning hospitality, warehouses, and even the NHS. The new legislation will require employers to offer guaranteed hours to casual workers, a change Wolfson suggests will make it "much harder" for Next to offer more flexible hours to its staff.Economic Pressures on Businesses and Young WorkersWolfson, who received a record pay package of more than £7m last year and could be paid up to £9.27m this year, called on the government to reverse the rise in national insurance contributions (NICs) employers have to pay, alongside minimum wage increases. These cost pressures, he argued, have led Next to reduce staffing levels in individual stores while its online business continues to thrive."Traditionally, young people often get their first week experience at a shop stacking shelves or serving drink and food in a restaurant, cafe or pub," Wolfson noted. "Because of the cost increases, we have fewer staff in individual shops."A Treasury spokesperson countered: "Cutting wages for the lowest paid during a time of global uncertainty is not the answer. Increasing the national minimum wage boosts pay for over 200,000 young workers, and employer NICs are lower when hiring under‑21s."Industry Transformation and Labor Market ChallengesThe retail sector's evolution reflects broader changes in the UK labor market. Alice Martin, head of research at the Work Foundation at Lancaster University, emphasized that "young people are entering one of the toughest labour markets in years, facing intense competition for a shrinking number of entry-level jobs."Retail and other sectors are changing rapidly, with more online sales and fewer staff needed on the shop floor. This transformation has contributed to a sharp fall in vacancies, leaving many young people facing repeated rejection as they try to enter the workforce."A difficult labour market is no excuse for undermining pay or job security," Martin added. "The ban on exploitative zero-hour contracts is long overdue. One in five workers in the UK is in severely insecure work, without predictable pay or basic protections."Future Outlook for Youth EmploymentWolfson suggested that ultimately, the best way to improve the jobs market is through economic growth. "Youth unemployment is really a symptom of wider problems with employment in the economy, and of course, if you've got fewer jobs, the people who suffer most are the people with the least experience and that is the youngest," he explained.The government's upcoming "system reset" to address the Neet crisis will likely need to address multiple factors simultaneously, including the changing nature of work, technological displacement of entry-level positions, and the need for better pathways for young people into sustainable employment.As Next continues to invest in its online operations while reducing physical store staffing, the company's experience may serve as a microcosm of broader economic shifts that will require innovative solutions to ensure young people can successfully transition into the workforce.

The Lead: A New Economic Reality Since the events of October 7, 2023, Israel's labor market has experienced unprecedented changes that have reshaped the nation's economic landscape. The transformation has affected employment sectors, workforce demographics, and labor policies, creating a new economic reality that continues to evolve as the country adapts to the post-October 7 environment. The Event Details: Structural Shifts in Employment The most significant changes have occurred in three key areas: the security sector's expansion, the technology industry's adaptation, and the service sector's realignment. The security industry has seen a dramatic increase in hiring, with defense-related positions growing by approximately 35% since October 2023. Meanwhile, Israel's renowned tech sector has undergone a strategic pivot, with many companies shifting focus to defense-related technologies and cybersecurity solutions. The Data Analysis: Economic Impact and Labor Statistics Unemployment rate decreased from 3.8% pre-October 7 to 3.2% in 2026 Participation rate among women aged 25-44 increased by 7.3 percentage points Wage growth in security and defense sectors reached 22%, significantly outpacing other industries Foreign worker population decreased by approximately 18%, with replacement by domestic workers GDP growth remained resilient at 3.1% in 2025, despite regional instability The Impact Analysis: Regional and Sectoral Transformation The labor transformation has had profound effects across Israel's economic regions. Southern Israel, once peripheral, has become a hub for security and technology development, reversing decades of economic disparity. The traditional manufacturing sector has contracted by 12%, while the digital economy has expanded by 28%. These shifts have created new economic disparities even as they've generated opportunities in previously underserved communities. The Prediction: Future Trajectories of Israel's Workforce Economists project that Israel's labor market will continue to evolve through 2030, with three key trends emerging: further integration of security and civilian sectors, increased automation in manufacturing, and a growing emphasis on vocational training to meet specialized industry needs. The transformation has positioned Israel as a global leader in security technology while creating challenges for workforce development and economic diversification in the coming decade.

The Shift to AI-Driven Productivity AI champions have long argued that the technology will bring unprecedented productivity gains, rewarding workers who harness it while displacing those who don't. Zeb Evans, CEO of ClickUp, claims this shift is imminent. Last week, Evans announced that the company, valued at $4 billion in 2021, had laid off 22% of its workforce. However, he characterized this reduction not as a cost-cutting measure, but as a radical embrace of AI to propel the company to the next level. The Role of AI Agents in ClickUp's Strategy ClickUp recently introduced around 3,000 internal AI agents to handle complex tasks on behalf of its employees. Staff members are now expected to direct these agents and review their output to ensure it meets the company's standards. Evans' goal is for AI to turbocharge ClickUp into a '100x org.' The company plans to introduce million-dollar salary bands for employees who create outsized impact using AI. The Financial Impact of AI Adoption ClickUp was last valued at $4 billion in 2021. The company has introduced 3,000 internal AI agents. 80% of companies using autonomous tech have cut jobs, according to a Gartner survey. Polsia, a startup using AI automation, raised $30 million at a $250 million valuation. The Industry-Wide Implications While some companies use AI as an excuse to downsize, ClickUp maintains it is not one of them. Evans claims the startup is seeing productivity gains from AI agents, which will be included in a forthcoming product for its customers. The approach differs from 'tokenmaxxing,' which focuses on AI expenses rather than value created and time saved. The Future Outlook As AI continues to take over more tasks, companies like ClickUp will need fewer people, potentially eliminating those who fail to automate their functions well. The scenario raises questions about the future of work and the impact of automation on employment. While some, like Evans, believe that 'the people that automate their jobs with AI will always have a job,' the long-term effects remain uncertain.

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 Erosion of the College PremiumFor generations, a college degree has been viewed as the golden ticket to a stable, middle-class life. However, for Jes Vesconte, a 29-year-old with a master’s from Columbia University and a Fulbright in Germany, that promise has fractured. Vesconte is currently struggling to afford everyday life, supplementing income with service-industry jobs while navigating the looming start of student loan repayments. Their monthly income struggles to exceed $3,000, a stark contrast to the prosperity once guaranteed by a degree.Unemployment Gaps and Rising DebtThe experience of Vesconte is not an outlier but part of a broader trend identified in a recent report by the Economic Policy Institute. The report suggests that the college degree is "losing its edge" even as the overall economy grows and unemployment rates remain low. The data reveals a significant divergence in the labor market:The unemployment rate for recent college graduates has been higher than that of the overall American workforce since the pandemic.The gap between college graduate unemployment and overall unemployment has narrowed significantly compared to previous decades.The graduating class of 2024 left with an average of $29,560 in loans, contributing to a total national student debt of over $1.8tn.The "Just Not Much Out There" PhenomenonEven for those who secure employment, the quality of work is often insufficient. Sophia Xu, a 28-year-old designer at a big tech company, expressed a sentiment shared by many: "There's just not much out there." This scarcity is forcing young professionals to settle for roles that do not align with their career aspirations or personal values, leading to a sense of professional stagnation.Living at Home and Social IsolationThe financial strain has forced many young adults to retreat to their parents' homes. While the percentage of Americans aged 25 to 34 living with parents has dropped slightly since the pandemic, one-fifth of young adults still rely on this arrangement. For Ragini Subramanian, a 23-year-old journalism graduate, moving back home was a financial necessity rather than a choice, though it came with the cost of social isolation and a lack of autonomy in a creative field.Navigating a Fractured FutureThe current economic landscape has created a complex psychological puzzle for Gen Z. Unlike previous generations who faced economic challenges, today's young adults are navigating multiple existential crises simultaneously, leading to low expectations for both the present and the future. Despite the structural hurdles, many, like Subramanian, maintain a resilient outlook, viewing their current struggles as a temporary phase rather than a permanent state of being.