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The LeadSimon Rogers, Google's data editor, presents a fascinating exploration of human curiosity through the lens of search queries in his book 'What We Ask Google.' The compilation of anonymized search data from 2004 to the present offers a unique mirror into our collective concerns, from parenting questions to existential queries, though the review suggests the book presents a somewhat rose-tinted view of technology's role in our lives.The Book OverviewRogers, a former Guardian journalist who joined Google in 2015, organizes the search data into themed chapters that blend statistics with personal anecdotes. The book traces search trends back to 2004, when internet access was limited to less than half of UK households. Rogers posits that our search queries reveal something 'real and deep and meaningful about who we are as humans,' arguing that even brief searches indicate genuine care and concern.The Data InsightsThe book reveals intriguing patterns in human search behavior. Parenting-related queries like 'Why do babies get hiccups?' and 'How to tell kids about divorce?' appear frequently. Notably, in early 2023, searches for 'take care of parents' surpassed 'take care of kids,' reflecting the demographic pressures on the sandwich generation. The data also highlights geographical peculiarities, such as Austrians, Nigerians, and Canadians most frequently asking about back pain at night, and Americans in Kansas struggling to spell 'chaos' while their Missouri neighbors are stumped by 'unconscious.'The Critical PerspectiveThe review identifies significant limitations in Rogers' approach. As a 'company man' who joined Google from Twitter, the book presents an overly optimistic view of the internet and Google's role in society. There's minimal acknowledgment of the AI revolution's impact on search behavior and its consequences for content creators. The book also avoids addressing darker aspects of human nature reflected in search histories, political influences like Donald Trump, and how big tech may actually amplify parenting anxieties rather than alleviate them.The Cultural ImpactDespite its limitations, the book offers a diverting window into collective curiosity. It demonstrates how our search habits reflect societal concerns, from the practical ('How to fold a burrito') to the profound ('How often can you donate plasma?'). The reviewer notes that Rogers interprets this latter query as evidence of altruism rather than recognizing it as a symptom of US healthcare inequities. The book ultimately serves as an interesting, if selective, cultural artifact that captures our digital age's peculiarities and preoccupations, even if it doesn't fully confront the complexities of our relationship with technology.

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.

On May 29, 2026, a Harvard Medical School graduate delivered a speech that was explicitly dedicated to the peoples of Lebanon and Palestine, drawing attention to the ongoing challenges in the region.Harvard Graduate Highlights Lebanon and Palestine in Public AddressThe speaker, a recent graduate of Harvard Medical School, used the platform to acknowledge the complex social, economic, and humanitarian issues confronting both Lebanon and Palestine. By dedicating the speech to these nations, the graduate signaled a personal commitment to raising awareness beyond the medical field.Regional Context: Ongoing Crises in Lebanon and PalestineLebanon continues to grapple with economic instability, infrastructure decay, and political fragmentation.Palestine faces persistent humanitarian concerns, restricted movement, and diplomatic stalemate.Both regions experience heightened international attention and advocacy efforts.These realities form the backdrop against which the graduate framed the dedication, emphasizing the interconnectedness of health, stability, and human rights.Implications for Academic and Humanitarian AdvocacyThe speech illustrates a broader trend of scholars and professionals leveraging their platforms to influence public opinion on geopolitical matters. By linking medical expertise with regional advocacy, the graduate may inspire peers to engage more actively in policy dialogues and humanitarian initiatives.Future Outlook: Academic Voices Shaping Global NarrativesAs universities and research institutions increasingly encourage civic engagement, speeches like this could become more common. The expectation is that such interventions will amplify calls for international support, potentially affecting aid allocations and diplomatic conversations concerning Lebanon and Palestine.

The Sunbed Association's Misleading Claims The body that represents the UK's sunbed salons, the Sunbed Association, has been accused of providing false information on its website, claiming that a tan protects against sunburn. This claim has been disputed by several leading medical bodies, including Cancer Research UK and the British Association of Dermatologists. The Health Risks of Tanning Health organizations have challenged the accuracy of the information being disseminated by the Sunbed Association. The association's website claims that sunburn is "thought to be the main cause of melanoma" and that "if you avoid getting sunburned, the benefits of moderate sun exposure will far outweigh the risks." However, medical experts argue that a tan is a sign of skin damage and offers little protection against the sun. The Data Analysis Melanoma skin cancer is the fifth most common cancer in the UK, with 19,400 new diagnoses and 2,600 deaths every year. The NHS, National Institute for Health and Care Excellence, European Commission, and the US's Centers for Disease Control and Prevention and Food and Drug Administration all highlight the risk of tanning. The Impact Analysis The Sunbed Association's claims have been criticized for being misleading and potentially dangerous. Full Fact, a fact-checking organization, has stated that the association's website "contains incorrect health advice on tanning" and warns that "bad health information can be very dangerous." The Prediction It is likely that the Sunbed Association will face increased scrutiny and criticism from health organizations and fact-checking bodies. The association's claims have been disputed by several leading medical bodies, and it is unlikely that they will be able to justify their position with scientific evidence.

UK Study Reveals Air Pollution's Impact on Children's Lung DevelopmentResearch shows that air pollution is slowing the lung growth of children in the UK. Scientists tracked the lung function of more than 5,000 people who were born in and around Bristol in the 1990s. Their health was assessed from birth onwards and their lungs were tested as they grew up, at eight and 15 years old and then as adults, aged 24, when their lung function should have reached its maximum.Longitudinal Study Tracks Lung Function From Birth to AdulthoodProf Ann Hansell, of the University of Leicester, who led the study, said: "Much of the evidence on health effects of air pollution relates to adults or pregnancy, but we think it's highly plausible it has impacts on growth and development of children. Those whose lungs didn't grow to maximum potential in childhood may be more vulnerable to the respiratory diseases of later life because they have a lower reserve."Dr Katie Eminson, also of the University of Leicester and a first author of the study, explained: "Lung function was measured using spirometry by trained technicians. Participants were asked to take a deep breath in, then blow out as hard and as fast as possible into a mouthpiece. A machine measured both the amount of air they can breathe out and the speed of that breath, providing an indication of how well their lungs are working."Pollution Exposure Linked to Reduced Lung CapacityThe researchers calculated the children's air pollution exposure in each trimester of pregnancy and then for each year of early childhood. This included particle pollution as well as nitrogen dioxide, a gas that comes mainly from diesel cars and fossil gas boilers.Hansell noted: "We spent literally years creating the particulate air pollution exposure estimates in pregnancy and early life, including sourcing road traffic data from Bristol city council that are not available in the national database."The researchers allowed for other factors that can affect children's health, including premature birth, breastfeeding, parental smoking and home conditions including damp.They found that breathing more air pollution during pregnancy, infancy and early childhood can slow lung development all the way up to early adulthood. The greatest impact was during adolescence, which is the time when lung growth accelerates.Health Implications Extend Beyond Respiratory SystemThose with reduced lung function face multiple health risks. "They are also more vulnerable to poorer health generally," Hansell explained. "For instance, low lung function in adults is associated with the same level of risk of heart disease as having high cholesterol. Research has also shown that people whose lung health has been affected by air pollution may be at greater risk of heart disease."An earlier study found that air pollution was reducing the growth of children's lungs in east London. There, the average nine-year-old's lungs were between 90 and 100 millilitres smaller than they should be—approximately the volume of two hen's eggs.Studies on children in Sweden showed that lung growth increased when air quality improved. Reductions in air pollution might have also allowed the Bristol children's lung growth to return closer to normal rates.Call for Action on Air Quality ProtectionEminson concluded: "While the effects in individual children are small and unlikely to have immediate clinical consequences, they shouldn't be dismissed. Because lung function tends to track from childhood into adulthood, small differences early in life may have implications for long-term health. This reinforces the importance of reducing exposures and protecting children's environments."

Israel's Mental Health Crisis: Trauma and Societal TransformationAfter more than two years of relentless bombardment and war – from Israel's operations in Gaza and the Hamas-led assault on southern villages in October 2023 that preceded it, to the country's successive wars and strikes on Iran, Lebanon, Syria and other neighbouring states – analysts, observers, and numerous studies from within Israel have concluded that the country has become moulded by trauma.A recent survey by Maccabi Healthcare Services found that about one-third of Israelis believe they need professional mental health support. Among those who have served in the army, as either conscripts or reservists, the picture is even starker.Rising PTSD Cases and Mental Health EmergenciesIn January, Israel's Defence Ministry reported a near-40 percent rise in the number of post-traumatic stress disorder (PTSD) cases among its soldiers since September 2023, with a 180 percent increase expected by 2028. The government has not published the number of soldiers discharged due to mental health over the same period, despite a legal obligation to do so, Israeli media has reported.Earlier this month, Magen David Adom, Israel's paramedic service, launched a dedicated mental health emergency service after registering a 45 percent spike in the number of calls it was receiving. The majority, it said, were linked to the continued strain of the country's multiple wars.The Statistical Surge in Mental Health IndicatorsThe number of suicides, a key indicator of mental health, has sharply increased across society as a whole, but particularly among the military, with 78 percent of military suicides in 2024 linked to combat operations in Gaza, the occupied West Bank and Lebanon, The Jerusalem Post reported in February.Incidents of domestic violence, as well as mental health conditions such as depression and stress, have all spiked since what many in the country regard as its endless series of wars began in October 2023, as well.Societal Brutalization and Political ShiftsIsrael's President, Isaac Herzog, appeared to acknowledge the trend in late May, referring to the increase in violence across Israeli society itself, including that perpetrated by rampaging Israelis from illegal settlements against Palestinians in the occupied West Bank, and the spike in violence targeting Christians.Speaking at an awards ceremony, he said, "I wish I could speak today only about unity. But to my great sorrow, we are living through days in which violence is not the only thing rearing its head. Alongside it, at the margins of our magnificent Israeli society, a terrible process is creeping in – a terrible process of brutalisation. It is a slow and disturbing process, one that threatens to enter the mainstream of Israeli society, and we will not allow it.""October 7 was like a switch, and the trauma it caused is widespread and ongoing," Tuly Flint, an Israeli mental health practitioner and combat veteran, told Al Jazeera. "People's sense of security was shattered," he said, arguing that the gap between past conflicts and the present ones had created a false sense of safety, alongside misplaced confidence in Israel's military and technological superiority."People have lost confidence in their society, government and institutions," Flint said, describing the sense of institutional betrayal among those who relied on the state for protection, or the moral injury experienced by those who lived through the consequences of its failure to do so. "In some cases, this has led people to embrace right-wing politics, adopt a more forceful response to perceived threats, and lose trust in government," he added.Trauma's Long-Term Implications for Israel's FutureHowever, the degree to which these trends began on October 7, 2023, is unclear, analysts and observers say. Violence has been intrinsic to Israel since its founding in 1948, analysts, such as the noted Israeli sociologist Yehouda Shenhav-Shahrabani, told Al Jazeera, with the events following October 7 merely giving new impetus to existing currents."October 7 was like a new beginning," Shenhav-Shahrabani said. "People create beginnings to erase the trauma of the past. Giving trauma a start date helps explain it."Recounting a conversation he had with his friend, the late Lebanese novelist, Elias Khoury, who had described to him his idea that Israelis need to experience defeat to become "more human" and less hubristic, Shenhav-Shahrabani said, "I'm not sure that's happened. October 7 was a defeat, and since then, Israelis have become even more fascist."There was always a fascist element to zionism, but more liberal strands, such as kibbutzim, obscured it. However, since October 7, it's become more apparent. You can see it everywhere," Shenhav-Shahrabani, who has given up teaching in response to endless criticism from a growing number of right-wing students, said.How its current trauma will shape Israel going forward is unclear, Zahava Solomon, a professor at Tel Aviv University who has researched the phenomenon for the past 40 years, said.Trauma can motivate a society to be strong and aggressive, or to always seek negotiation, she said. For Israel, the past trauma of the Holocaust has, she said, instilled in society an absolute sense of victimhood, one imprinted upon its citizens from the cradle and for whom the mantra of "never again" has become second nature.As for the Palestinians, who have experienced their own victimhood, this carries "dire consequences" for the future.For Flint, however, still on the front line of managing the fallout from the wars' collective trauma, "There's no cure"."There's just recovery. Once people have crossed that threshold, that's it."

Executive Summary: Glean’s $300M ARR MilestoneGlean announced it has reached $300 million in annual recurring revenue (ARR), a three‑fold increase from the $100 million mark just 15 months earlier. The growth is driven by its “context graph” technology that promises to slash AI token usage and lower enterprise AI spend.Growth in a Crowded Enterprise AI Search LandscapeFounded seven years ago, Glean was once the sole player in enterprise AI search. Today, giants such as Google, Microsoft, OpenAI, Anthropic, Salesforce and Atlassian are launching competing solutions. CEO Arvind Jain argues that first‑mover advantage combined with deeper “context graph” insights gives Glean a competitive edge.Revenue Structure: Consumption‑Based and Hybrid ModelsARR reached $300M, up from $100M in just 15 months.Pricing includes a per‑use consumption model and a hybrid model (fixed monthly fee + usage fees).Recent Series F raised $150M at a $7.2B valuation.Key customers: Databricks, Reddit, Pinterest, Samsung.Cost‑Efficiency as a Market DifferentiatorGlean’s context graph reduces the number of tokens an AI model must process, translating into lower compute costs for clients. In an environment where many firms are “blowing through their AI budgets,” this token‑saving capability has become a major selling point.Looking Ahead: Scaling the Context Graph AdvantageAnalysts expect Glean to leverage its cost‑saving narrative to win additional enterprise contracts, especially as larger vendors struggle to match its token‑efficiency. Continued product enhancements and expansion into new verticals could push ARR beyond the $500M threshold within the next 12‑18 months.

The Rise of Machine-Generated Traffic Cloud infrastructure has long been designed around humans who search, click, scroll, and stream in a steady and predictable fashion. However, AI agents behave differently. They can unleash a swell of activity, spinning up multiple sub-agents that query hundreds of databases, search documents, and call APIs in seconds and then disappear as quickly as they arrived. AWS's Next-Gen OpenSearch Serverless Under that premise, Amazon is redesigning a core piece of its cloud infrastructure. On Thursday, AWS launched its next generation of OpenSearch Serverless, a fully managed search and vector database — essentially a system for storing and retrieving information at scale — that's designed specifically for agentic workloads. AWS says the new system can instantly scale up when agents trigger tasks and scale back down to zero when idle. The Data Analysis Cloudflare says bots accounted for 31% of overall HTTP traffic over the last six months. AI crawlers, search engines, and assistants made up roughly a quarter of all bot requests during that period. 'Non-human traffic will exceed human traffic sometime in the first half of 2027,' said Lai Yi Ohlsen, senior product manager at Cloudflare. The Impact Analysis The launch reflects a growing realization across the tech industry: Infrastructure originally designed for a human-driven internet doesn't work as well in a world increasingly populated by agents. As AI agents still represent a relatively small portion of internet activity, machine-generated traffic is already significant, and poised to grow. The Prediction As a result, cloud providers and infrastructure companies have been reckoning with how to adapt systems built for humans to a world of agents that are constantly and autonomously retrieving information, invoking tools, and generating machine-to-machine traffic. The more companies deploy AI agents, the more pressure there will be to redesign infrastructure around machine-generated workloads, which in turn could make agents cheaper and easier to deploy at larger scales.