html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" "http://www.w3.org/TR/REC-html40/loose.dtd" 19 shortlisted projects for the 2025 Award cycle were revealed by the Aga Khan Award for Architecture (AKAA). A portion of the $1 million prize, one of the biggest in architecture, will be awarded to the winning proposals. Out of the 369 projects nominated for the 16th Award Cycle (2023-2025), an independent Master Jury chose the 19 shortlisted projects from 15 countries.The nine members of the Master Jury for the 16th Award cycle include Azra Akšamija, Noura Al-Sayeh Holtrop, Lucia Allais, David Basulto, Yvonne Farrell, Kabage Karanja, Yacouba Konaté, Hassan Radoine, and Mun Summ Wong.His Late Highness Prince Karim Aga Khan IV created the Aga Khan Award for Architecture in 1977 to recognize and promote architectural ideas that effectively meet the needs and goals of communities where Muslims are a major population. Nearly 10,000 construction projects have been documented since the award's inception 48 years ago, and 128 projects have been granted it. The AKAA's selection method places a strong emphasis on architecture that stimulates and responds to people's cultural ambitions in addition to meeting their physical, social, and economic demands.The Aga Khan Award for Architecture is governed by a Steering Committee chaired by His Highness the Aga Khan. The other members of the Steering Committee are Meisa Batayneh, Principal Architect, Founder, maisam architects and engineers, Amman, Jordan; Souleymane Bachir Diagne, Professor of Philosophy and Francophone Studies, Columbia University, New York, United States of America; Lesley Lokko, Founder & Director, African Futures Institute, Accra, Ghana; Gülru Necipoğlu, Director and Professor, Aga Khan Program for Islamic Architecture, Harvard University, Cambridge, United States of America; Hashim Sarkis, Founder & Principal, Hashim Sarkis Studios (HSS); Dean, School of Architecture and Planning, Massachusetts Institute of Technology, Cambridge, United States of America; and Sarah M. Whiting, Partner, WW Architecture; Dean and Josep Lluís Sert Professor of Architecture, Graduate School of Design, Harvard University, Cambridge, United States of America. Farrokh Derakhshani is the Director of the Award.Examples of outstanding architecture in the areas of modern design, social housing, community development and enhancement, historic preservation, reuse and area conservation, landscape design, and environmental enhancement are recognized by the Aga Khan Award for Architecture.Building plans that creatively utilize local resources and relevant technologies, as well as initiatives that could spur such initiatives abroad, are given special consideration. It should be mentioned that in addition to honoring architects, the Award also recognizes towns, builders, clients, master craftspeople, and engineers who have contributed significantly to the project.Projects had to be completed between January 1, 2018, and December 31, 2023, and they had to have been operational for a minimum of one year in order to be eligible for consideration in the 2025 Award cycle. The Award is not available for projects that His Highness the Aga Khan or any of the Aga Khan Development Network (AKDN) institutions have commissioned.See the 19 shortlisted projects with their short project descriptions competing for the 2025 Award Cycle:Khudi Bari. Image © Aga Khan Trust for Culture / City Syntax (F. M. Faruque Abdullah Shawon, H. M. Fozla Rabby Apurbo)BangladeshKhudi Bari, in various locations, by Marina Tabassum ArchitectsMarina Tabassum Architects' Khudi Bari, which can be readily disassembled and reassembled to suit the needs of the users, is a replicable solution for displaced communities impacted by geographic and climatic changes.West Wusutu Village Community Centre. Image © Aga Khan Trust for Culture / Dou Yujun (photographer)ChinaWest Wusutu Village Community Centre, Hohhot, Inner Mongolia, by Zhang PengjuIn addition to meeting the religious demands of the local Hui Muslims, Zhang Pengju's West Wusutu Village Community Centre in Hohhot, Inner Mongolia, offers social and cultural spaces for locals and artists. Constructed from recycled bricks, it features multipurpose indoor and outdoor areas that promote communal harmony.Revitalisation of Historic Esna. Image © Aga Khan Trust for Culture / Ahmed Salem (photographer)EgyptRevitalisation of Historic Esna, by Takween Integrated Community DevelopmentBy using physical interventions, socioeconomic projects, and creative urban planning techniques, Takween Integrated Community Development's Revitalization of Historic Esna tackles the issues of cultural tourism in Upper Egypt and turns the once-forgotten area around the Temple of Khnum into a thriving historic city.The Arc at Green School. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan (photographer)IndonesiaThe Arc at Green School, in Bali, by IBUKU / Elora HardyAfter 15 years of bamboo experimenting at the Green School Bali, IBUKU/Elora Hardy created The Arc at Green School. The Arc is a brand-new community wellness facility built on the foundations of a temporary gym. High-precision engineering and regional handicraft are combined in this construction.Islamic Centre Nurul Yaqin Mosque. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan (photographer)IndonesiaIslamic Centre Nurul Yaqin Mosque, in Palu, Central Sulawesi, by Dave Orlando and Fandy GunawanDave Orlando and Fandy Gunawan built the Islamic Center Nurul Yaqin Mosque in Palu, Central Sulawesi, on the location of a previous mosque that was damaged by a 2018 tsunami. There is a place for worship and assembly at the new Islamic Center. Surrounded by a shallow reflecting pool that may be drained to make room for more guests, it is open to the countryside.Microlibrary Warak Kayu. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan (photographer)IndonesiaMicrolibraries in various cities, by SHAU / Daliana Suryawinata, Florian HeinzelmannFlorian Heinzelmann, the project's initiator, works with stakeholders at all levels to provide high-quality public spaces in a number of Indonesian parks and kampungs through microlibraries in different towns run by SHAU/Daliana Suryawinata. So far, six have been constructed, and by 2045, 100 are planned.Majara Residence. Image © Aga Khan Trust for Culture / Deed Studio (photographer)IranMajara Complex and Community Redevelopment, in Hormuz Island by ZAV Architects / Mohamadreza GhodousiThe Majara Complex and Community Redevelopment on Hormuz Island, designed by ZAV Architects and Mohamadreza Ghodousi, is well-known for its vibrant domes that offer eco-friendly lodging for visitors visiting Hormuz's distinctive scenery. In addition to providing new amenities for the islanders who visit to socialize, pray, or utilize the library, it was constructed by highly trained local laborers.Jahad Metro Plaza. Image © Aga Khan Trust for Culture / Deed Studio (photographer)IranJahad Metro Plaza in Tehran, by KA Architecture StudioKA Architecture Studio's Jahad Metro Plaza in Tehran was constructed to replace the dilapidated old buildings. It turned the location into a beloved pedestrian-friendly landmark. The arched vaults, which are covered in locally manufactured brick, vary in height to let air and light into the area they are protecting.Khan Jaljulia Restoration. Image © Aga Khan Trust for Culture / Mikaela Burstow (photographer)IsraelKhan Jaljulia Restoration in Jaljulia by Elias KhuriElias Khuri's Khan Jaljulia Restoration is a cost-effective intervention set amidst the remnants of a 14th-century Khan in Jaljulia. By converting the abandoned historical location into a bustling public area for social gatherings, it helps the locals rediscover their cultural history.Campus Startup Lions. Image © Aga Khan Trust for Culture / Christopher Wilton-Steer (photographer)KenyaCampus Startup Lions, in Turkana by Kéré ArchitectsKéré Architecture's Campus Startup Lions in Turkana is an educational and entrepreneurial center that offers a venue for community involvement, business incubation, and technology-driven education. The design incorporates solar energy, rainwater harvesting, and tall ventilation towers that resemble the nearby termite mounds, and it was constructed using local volcanic stone.Lalla Yeddouna Square. Image © Aga Khan Trust for Culture / Amine Houari (photographer)MoroccoRevitalisation of Lalla Yeddouna Square in the medina of Fez, by Mossessian Architecture and Yassir Khalil StudioMossessian Architecture and Yassir Khalil Studio's revitalization of Lalla Yeddouna Square in the Fez medina aims to improve pedestrian circulation and reestablish a connection to the waterfront. For the benefit of locals, craftspeople, and tourists from around the globe, existing buildings were maintained and new areas created.Vision Pakistan. Image © Aga Khan Trust for Culture / Usman Saqib Zuberi (photographer)PakistanVision Pakistan, in Islamabad by DB Studios / Mohammad Saifullah SiddiquiA tailoring training center run by Vision Pakistan, a nonprofit organization dedicated to empowering underprivileged adolescents, is located in Islamabad by DB Studios/Mohammad Saifullah Siddiqui. Situated in a crowded neighborhood, this multi-story building features flashy jaalis influenced by Arab and Pakistani crafts, echoing the city's 1960s design.Denso Hall Rahguzar Project. Image © Aga Khan Trust for Culture / Usman Saqib Zuberi (photographer)PakistanDenso Hall Rahguzar Project, in Karachi by Heritage Foundation Pakistan / Yasmeen LariThe Heritage Foundation of Pakistan/Yasmeen Lari's Denso Hall Rahguzar Project in Karachi is a heritage-led eco-urban enclave that was built with low-carbon materials in response to the city's severe climate, which is prone to heat waves and floods. The freshly planted "forests" are irrigated by the handcrafted terracotta cobbles, which absorb rainfall and cool and purify the air.Wonder Cabinet. Image © Aga Khan Trust for Culture / Mikaela Burstow (photographer)PalestineWonder Cabinet, in Bethlehem by AAU AnastasThe architects at AAU Anastas established Wonder Cabinet, a multifunctional, nonprofit exhibition and production venue in Bethlehem. The three-story concrete building was constructed with the help of regional contractors and artisans, and it is quickly emerging as a major center for learning, design, craft, and innovation.The Ned. Image © Aga Khan Trust for Culture / Cemal Emden (photographer)QatarThe Ned Hotel, in Doha by David Chipperfield ArchitectsThe Ministry of Interior was housed in the Ned Hotel in Doha, which was designed by David Chipperfield Architects. Its Middle Eastern brutalist building was meticulously transformed into a 90-room boutique hotel, thereby promoting architectural revitalization in the region.Shamalat Cultural Centre. Image © Aga Khan Trust for Culture / Hassan Al Shatti (photographer)Saudi ArabiaShamalat Cultural Centre, in Riyadh, by Syn Architects / Sara Alissa, Nojoud AlsudairiOn the outskirts of Diriyah, the Shamalat Cultural Centre in Riyadh was created by Syn Architects/Sara Alissa, Nojoud Alsudairi. It was created from an old mud home that artist Maha Malluh had renovated. The center, which aims to incorporate historic places into daily life, provides a sensitive viewpoint on heritage conservation in the area by contrasting the old and the contemporary.Rehabilitation and Extension of Dakar Railway Station. Image © Aga Khan Trust for Culture / Sylvain Cherkaoui (photographer)SenegalRehabilitation and Extension of Dakar Railway Station, in Dakar by Ga2DIn order to accommodate the passengers of a new express train line, Ga2D extended and renovated Dakar train Station, which purposefully contrasts the old and modern buildings. The forecourt was once again open to pedestrian traffic after vehicular traffic was limited to the rear of the property.Rami Library. Image © Aga Khan Trust for Culture / Cemal Emden (photographer)TürkiyeRami Library, by Han Tümertekin Design & ConsultancyThe largest library in Istanbul is the Rami Library, designed by Han Tümertekin Design & Consultancy. It occupied the former Rami Barracks, a sizable, single-story building with enormous volumes that was constructed in the eighteenth century. In order to accommodate new library operations while maintaining the structure's original spatial features, a minimal intervention method was used.Morocco Pavilion Expo Dubai 2020. Image © Aga Khan Trust for Culture / Deed Studio (photographer)United Arab EmiratesMorocco Pavilion Expo Dubai 2020, by Oualalou + ChoiOualalou + Choi's Morocco Pavilion Expo Dubai 2020 is intended to last beyond Expo 2020 and be transformed into a cultural center. The pavilion is a trailblazer in the development of large-scale rammed earth building techniques. Its use of passive cooling techniques, which minimize the need for mechanical air conditioning, earned it the gold LEED accreditation.At each project location, independent professionals such as architects, conservation specialists, planners, and structural engineers have conducted thorough evaluations of the nominated projects. This summer, the Master Jury convenes once more to analyze the on-site evaluations and choose the ultimate Award winners.The top image in the article: The Arc at Green School. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan (photographer).> via Aga Khan Award for Architecture

Donald Trump’s military parade in Washington this weekend — a show of force in the capital that just happens to take place on the president’s birthday — smacks of authoritarian Dear Leader-style politics (even though Trump actually got the idea after attending the 2017 Bastille Day parade in Paris).Yet as disconcerting as the imagery of tanks rolling down Constitution Avenue will be, it’s not even close to Trump’s most insidious assault on the US military’s historic and democratically essential nonpartisan ethos.In fact, it’s not even the most worrying thing he’s done this week.On Tuesday, the president gave a speech at Fort Bragg, an Army base home to Special Operations Command. While presidential speeches to soldiers are not uncommon — rows of uniformed troops make a great backdrop for a foreign policy speech — they generally avoid overt partisan attacks and campaign-style rhetoric. The soldiers, for their part, are expected to be studiously neutral, laughing at jokes and such, but remaining fully impassive during any policy conversation.That’s not what happened at Fort Bragg. Trump’s speech was a partisan tirade that targeted “radical left” opponents ranging from Joe Biden to Los Angeles Mayor Karen Bass. He celebrated his deployment of Marines to Los Angeles, proposed jailing people for burning the American flag, and called on soldiers to be “aggressive” toward the protesters they encountered.The soldiers, for their part, cheered Trump and booed his enemies — as they were seemingly expected to. Reporters at Military.com, a military news service, uncovered internal communications from 82nd Airborne leadership suggesting that the crowd was screened for their political opinions.“If soldiers have political views that are in opposition to the current administration and they don’t want to be in the audience then they need to speak with their leadership and get swapped out,” one note read.To call this unusual is an understatement. I spoke with four different experts on civil-military relations, two of whom teach at the Naval War College, about the speech and its implications. To a person, they said it was a step towards politicizing the military with no real precedent in modern American history.“That is, I think, a really big red flag because it means the military’s professional ethic is breaking down internally,” says Risa Brooks, a professor at Marquette University. “Its capacity to maintain that firewall against civilian politicization may be faltering.”This may sound alarmist — like an overreading of a one-off incident — but it’s part of a bigger pattern. The totality of Trump administration policies, ranging from the parade in Washington to the LA troop deployment to Secretary of Defense Pete Hegseth’s firing of high-ranking women and officers of color, suggests a concerted effort to erode the military’s professional ethos and turn it into an institution subservient to the Trump administration’s whims. This is a signal policy aim of would-be dictators, who wish to head off the risk of a coup and ensure the armed forces’ political reliability if they are needed to repress dissent in a crisis.Steve Saideman, a professor at Carleton University, put together a list of eight different signs that a military is being politicized in this fashion. The Trump administration has exhibited six out of the eight.“The biggest theme is that we are seeing a number of checks on the executive fail at the same time — and that’s what’s making individual events seem more alarming than they might otherwise,” says Jessica Blankshain, a professor at the Naval War College (speaking not for the military but in a personal capacity).That Trump is trying to politicize the military does not mean he has succeeded. There are several signs, including Trump’s handpicked chair of the Joint Chiefs repudiating the president’s claims of a migrant invasion during congressional testimony, that the US military is resisting Trump’s politicization.But the events in Fort Bragg and Washington suggest that we are in the midst of a quiet crisis in civil-military relations in the United States — one whose implications for American democracy’s future could well be profound.The Trump crisis in civil-military relations, explainedA military is, by sheer fact of its existence, a threat to any civilian government. If you have an institution that controls the overwhelming bulk of weaponry in a society, it always has the physical capacity to seize control of the government at gunpoint. A key question for any government is how to convince the armed forces that they cannot or should not take power for themselves.Democracies typically do this through a process called “professionalization.” Soldiers are rigorously taught to think of themselves as a class of public servants, people trained to perform a specific job within defined parameters. Their ultimate loyalty is not to their generals or even individual presidents, but rather to the people and the constitutional order.Samuel Huntington, the late Harvard political scientist, is the canonical theorist of a professional military. In his book The Soldier and the State, he described optimal professionalization as a system of “objective control”: one in which the military retains autonomy in how they fight and plan for wars while deferring to politicians on whether and why to fight in the first place. In effect, they stay out of the politicians’ affairs while the politicians stay out of theirs.The idea of such a system is to emphasize to the military that they are professionals: Their responsibility isn’t deciding when to use force, but only to conduct operations as effectively as possible once ordered to engage in them. There is thus a strict firewall between military affairs, on the one hand, and policy-political affairs on the other.Typically, the chief worry is that the military breaches this bargain: that, for example, a general starts speaking out against elected officials’ policies in ways that undermine civilian control. This is not a hypothetical fear in the United States, with the most famous such example being Gen. Douglas MacArthur’s insubordination during the Korean War. Thankfully, not even MacArthur attempted the worst-case version of military overstep — a coup.But in backsliding democracies like the modern United States, where the chief executive is attempting an anti-democratic power grab, the military poses a very different kind of threat to democracy — in fact, something akin to the exact opposite of the typical scenario.In such cases, the issue isn’t the military inserting itself into politics but rather the civilians dragging them into it in ways that upset the democratic political order. The worst-case scenario is that the military acts on presidential directives to use force against domestic dissenters, destroying democracy not by ignoring civilian orders, but by following them.There are two ways to arrive at such a worst-case scenario, both of which are in evidence in the early days of Trump 2.0.First is politicization: an intentional attack on the constraints against partisan activity inside the professional ranks.Many of Pete Hegseth’s major moves as secretary of defense fit this bill, including his decisions to fire nonwhite and female generals seen as politically unreliable and his effort to undermine the independence of the military’s lawyers. The breaches in protocol at Fort Bragg are both consequences and causes of politicization: They could only happen in an environment of loosened constraint, and they might encourage more overt political action if gone unpunished.The second pathway to breakdown is the weaponization of professionalism against itself. Here, Trump exploits the military’s deference to politicians by ordering it to engage in undemocratic (and even questionably legal) activities. In practice, this looks a lot like the LA deployments, and, more specifically, the lack of any visible military pushback. While the military readily agreeing to deployments is normally a good sign — that civilian control is holding — these aren’t normal times. And this isn’t a normal deployment, but rather one that comes uncomfortably close to the military being ordered to assist in repressing overwhelmingly peaceful demonstrations against executive abuses of power.“It’s really been pretty uncommon to use the military for law enforcement,” says David Burbach, another Naval War College professor (also speaking personally). “This is really bringing the military into frontline law enforcement when. … these are really not huge disturbances.”This, then, is the crisis: an incremental and slow-rolling effort by the Trump administration to erode the norms and procedures designed to prevent the military from being used as a tool of domestic repression. Is it time to panic?Among the experts I spoke with, there was consensus that the military’s professional and nonpartisan ethos was weakening. This isn’t just because of Trump, but his terms — the first to a degree, and now the second acutely — are major stressors.Yet there was no consensus on just how much military nonpartisanship has eroded — that is, how close we are to a moment when the US military might be willing to follow obviously authoritarian orders.For all its faults, the US military’s professional ethos is a really important part of its identity and self-conception. While few soldiers may actually read Sam Huntington or similar scholars, the general idea that they serve the people and the republic is a bedrock principle among the ranks. There is a reason why the United States has never, in over 250 years of governance, experienced a military coup — or even come particularly close to one.In theory, this ethos should also galvanize resistance to Trump’s efforts at politicization. Soldiers are not unthinking automatons: While they are trained to follow commands, they are explicitly obligated to refuse illegal orders, even coming from the president. The more aggressive Trump’s efforts to use the military as a tool of repression gets, the more likely there is to be resistance.Or, at least theoretically.The truth is that we don’t really know how the US military will respond to a situation like this. Like so many of Trump’s second-term policies, their efforts to bend the military to their will are unprecedented — actions with no real parallel in the modern history of the American military. Experts can only make informed guesses, based on their sense of US military culture as well as comparisons to historical and foreign cases.For this reason, there are probably only two things we can say with confidence.First, what we’ve seen so far is not yet sufficient evidence to declare that the military is in Trump’s thrall. The signs of decay are too limited to ground any conclusions that the longstanding professional norm is entirely gone.“We have seen a few things that are potentially alarming about erosion of the military’s non-partisan norm. But not in a way that’s definitive at this point,” Blankshain says.Second, the stressors on this tradition are going to keep piling on. Trump’s record makes it exceptionally clear that he wants the military to serve him personally — and that he, and Hegseth, will keep working to make it so. This means we really are in the midst of a quiet crisis, and will likely remain so for the foreseeable future.“The fact that he’s getting the troops to cheer for booing Democratic leaders at a time when there’s actually [a deployment to] a blue city and a blue state…he is ordering the troops to take a side,” Saideman says. “There may not be a coherent plan behind this. But there are a lot of things going on that are all in the same direction.”See More: Politics

On November 4, 2003, a doctor gave Jon Gluck some of the worst news imaginable: He had cancer — one that later tests would reveal as multiple myeloma, a severe blood and bone marrow cancer. Jon was told he might have as little as 18 months to live. He was 38, a thriving magazine editor in New York with a 7-month-old daughter whose third birthday, he suddenly realized, he might never see.“The moment after I was told I had cancer, I just said ‘no, no, no,’” Jon told me in an interview just last week. “This cannot be true.”Living in remissionThe fact that Jon is still here, talking to me in 2025, tells you that things didn’t go the way the medical data would have predicted on that November morning. He has lived with his cancer, through waves of remission and recurrence, for more than 20 years, an experience he chronicles with grace and wit in his new book An Exercise in Uncertainty. That 7-month-old daughter is now in college.RelatedWhy do so many young people suddenly have cancer?You could say Jon has beaten the odds, and he’s well aware that chance played some role in his survival. (“Did you know that ‘Glück’ is German for ‘luck’?” he writes in the book, noting his good fortune that a random spill on the ice is what sent him to the doctor in the first place, enabling them to catch his cancer early.) Cancer is still a terrible health threat, one that is responsible for 1 in 6 deaths around the world, killing nearly 10 million people a year globally and over 600,000 people a year in the US. But Jon’s story and his survival demonstrate something that is too often missed: We’ve turned the tide in the war against cancer. The age-adjusted death rate in the US for cancer has declined by about a third since 1991, meaning people of a given age have about a third lower risk of dying from cancer than people of the same age more than three decades ago. That adds up to over 4 million fewer cancer deaths over that time period. Thanks to breakthroughs in treatments like autologous stem-cell harvesting and CAR-T therapy — breakthroughs Jon himself benefited from, often just in time — cancer isn’t the death sentence it once was.Our World in DataGetting better all the timeThere’s no doubt that just as the rise of smoking in the 20th century led to a major increase in cancer deaths, the equally sharp decline of tobacco use eventually led to a delayed decrease. Smoking is one of the most potent carcinogens in the world, and at the peak in the early 1960s, around 12 cigarettes were being sold per adult per day in the US. Take away the cigarettes and — after a delay of a couple of decades — lung cancer deaths drop in turn along with other non-cancer smoking-related deaths.But as Saloni Dattani wrote in a great piece earlier this year, even before the decline of smoking, death rates from non-lung cancers in the stomach and colon had begun to fall. Just as notably, death rates for childhood cancers — which for obvious reasons are not connected to smoking and tend to be caused by genetic mutations — have fallen significantly as well, declining sixfold since 1950. In the 1960s, for example, only around 10 percent of children diagnosed with acute lymphoblastic leukemia survived more than five years. Today it’s more than 90 percent. And the five-year survival rate for all cancers has risen from 49 percent in the mid-1970s to 69 percent in 2019. We’ve made strikes against the toughest of cancers, like Jon’s multiple myeloma. Around when Jon was diagnosed, the five-year survival rate was just 34 percent. Today it’s as high as 62 percent, and more and more people like Jon are living for decades. “There has been a revolution in cancer survival,” Jon told me. “Some illnesses now have far more successful therapies than others, but the gains are real.”Three cancer revolutions The dramatic bend in the curve of cancer deaths didn’t happen by accident — it’s the compound interest of three revolutions.While anti-smoking policy has been the single biggest lifesaver, other interventions have helped reduce people’s cancer risk. One of the biggest successes is the HPV vaccine. A study last year found that death rates of cervical cancer — which can be caused by HPV infections — in US women ages 20–39 had dropped 62 percent from 2012 to 2021, thanks largely to the spread of the vaccine. Other cancers have been linked to infections, and there is strong research indicating that vaccination can have positive effects on reducing cancer incidence. The next revolution is better and earlier screening. It’s generally true that the earlier cancer is caught, the better the chances of survival, as Jon’s own story shows. According to one study, incidences of late-stage colorectal cancer in Americans over 50 declined by a third between 2000 and 2010 in large part because rates of colonoscopies almost tripled in that same time period. And newer screening methods, often employing AI or using blood-based tests, could make preliminary screening simpler, less invasive and therefore more readily available. If 20th-century screening was about finding physical evidence of something wrong — the lump in the breast — 21st-century screening aims to find cancer before symptoms even arise.Most exciting of all are frontier developments in treating cancer, much of which can be tracked through Jon’s own experience. From drugs like lenalidomide and bortezomib in the 2000s, which helped double median myeloma survival, to the spread of monoclonal antibodies, real breakthroughs in treatments have meaningfully extended people’s lives — not just by months, but years.Perhaps the most promising development is CAR-T therapy, a form of immunotherapy. Rather than attempting to kill the cancer directly, immunotherapies turn a patient’s own T-cells into guided missiles. In a recent study of 97 patients with multiple myeloma, many of whom were facing hospice care, a third of those who received CAR-T therapy had no detectable cancer five years later. It was the kind of result that doctors rarely see. “CAR-T is mind-blowing — very science-fiction futuristic,” Jon told me. He underwent his own course of treatment with it in mid-2023 and writes that the experience, which put his cancer into a remission he’s still in, left him feeling “physically and metaphysically new.”A welcome uncertaintyWhile there are still more battles to be won in the war on cancer, and there are certain areas — like the rising rates of gastrointestinal cancers among younger people — where the story isn’t getting better, the future of cancer treatment is improving. For cancer patients like Jon, that can mean a new challenge — enduring the essential uncertainty that comes with living under a disease that’s controllable but which could always come back. But it sure beats the alternative.“I’ve come to trust so completely in my doctors and in these new developments,” he said. “I try to remain cautiously optimistic that my future will be much like the last 20 years.” And that’s more than he or anyone else could have hoped for nearly 22 years ago. A version of this story originally appeared in the Good News newsletter. Sign up here!See More: Health

AGI will be embedded into humanoid robots, which makes white-collar and blue-collar jobs a target ... More for walking/talking automation.getty In today’s column, I examine the highly worrisome qualms expressed that the advent of artificial general intelligence (AGI) is likely to usurp white-collar jobs. The stated concern is that since AGI will be on par with human intellect, any job that relies principally on intellectual pursuits such as typical white-collar work will be taken over via the use of AGI. Employers will realize that rather than dealing with human white-collar workers, they can more readily get the job done via AGI. This, in turn, has led to a rising call that people should aim toward blue-collar jobs, doing so because (presumably) those forms of employment will not be undercut via AGI. Sorry to say, that misses the bigger picture, namely that AGI when combined with humanoid robots is coming not only for white-collar jobs but also blue-collar jobs too. It is a proverbial double-whammy when it comes to the attainment of AGI. Let’s talk about it. This analysis of an innovative AI breakthrough is part of my ongoing Forbes column coverage on the latest in AI, including identifying and explaining various impactful AI complexities (see the link here). Heading Toward AGI And ASI First, some fundamentals are required to set the stage for this weighty discussion. There is a great deal of research going on to further advance AI. The general goal is to either reach artificial general intelligence (AGI) or maybe even the outstretched possibility of achieving artificial superintelligence (ASI). AGI is AI that is considered on par with human intellect and can seemingly match our intelligence. ASI is AI that has gone beyond human intellect and would be superior in many if not all feasible ways. The idea is that ASI would be able to run circles around humans by outthinking us at every turn. For more details on the nature of conventional AI versus AGI and ASI, see my analysis at the link here. We have not yet attained AGI. In fact, it is unknown as to whether we will reach AGI, or that maybe AGI will be achievable in decades or perhaps centuries from now. The AGI attainment dates that are floating around are wildly varying and wildly unsubstantiated by any credible evidence or ironclad logic. ASI is even more beyond the pale when it comes to where we are currently with conventional AI. AGI Problem Only Half Seen Before launching into the primary matter at hand in this discussion, let’s contemplate a famous quote attributed to Charles Kettering, a legendary inventor, who said, “A problem well-stated is a problem half-solved.” I bring this up because those loud clamors right now about the assumption that AGI will replace white-collar workers are only seeing half of the problem. The problem as they see it is that since AGI is intellectually on par with humans, and since white-collar workers mainly use intellect in their work endeavors, AGI is going to be used in place of humans for white-collar work. I will in a moment explain why that’s only half of the problem and there is a demonstrative need to more carefully and fully articulate the nature of the problem. Will AGI Axiomatically Take White-Collar Jobs On a related facet, the belief that AGI will axiomatically replace white-collar labor makes a number of other related key assumptions. I shall briefly explore those and then come back to why the problem itself is only half-baked. The cost of using AGI for doing white-collar work will need to be presumably a better ROI choice over human workers. If not, then an employer would be wiser to stick with humans rather than employing AGI. There seems to often be an unstated belief that AGI is necessarily going to be a less costly route than employing humans. We don’t know yet what the cost of using AGI will be. It could be highly expensive. Indeed, some are worried that the world will divide into the AGI haves and AGI have-nots, partially due to the exorbitant cost that AGI might involve. If AGI is free to use, well, that would seem to be the nail in the coffin related to using human workers for the same capacity. Another angle is that AGI is relatively inexpensive in comparison to human labor. In that case, the use of AGI is likely to win over human labor usage. But if the cost of AGI is nearer to the cost of human labor (all in), or more so, then employers would rationally need to weigh the use of one versus the other. Note that when referring to the cost of human labor, there is more to that calculation than simply the dollar-hour labor rate per se. There are lots of other less apparent costs, such as the cost to manage human labor, the cost of dealing with HR-related issues, and many other factors that come into the weighty matter. Thus, an AGI versus human labor ROI will be more complex than it might seem at an initial glance. In addition, keep in mind that AGI would seemingly be readily switched on and off, and have other capacities that human labor would not equally tend to allow. The Other Half Is Coming Too Assume that by and large the advent of AGI will decimate the need for white-collar human labor. The refrain right now is that people should begin tilting toward blue-collar jobs as an alternative to white-collar jobs. This is a logical form of thinking in the sense that AGI as an intellectual mechanism would be unable to compete in jobs that involve hands-on work. A plumber needs to come to your house and do hands-on work to fix your plumbing. This is a physicality that entails arriving at your physical home, physically bringing and using tools, and physically repairing your faulty home plumbing. A truck driver likewise needs to sit in the cab of a truck and drive the vehicle. These are physically based tasks. There is no getting around the fact that these are hands-on activities. Aha, yes, those are physical tasks, but that doesn’t necessarily mean that only human hands can perform them. The gradual emergence of humanoid robots will provide an alternative to human hands. A humanoid robot is a type of robot that is built to resemble a human in form and function. You’ve undoubtedly seen those types of robots in the many online video recordings showing them walking, jumping, grasping at objects, and so on. A tremendous amount of active research and development is taking place to devise humanoid robots. They look comical right now. You watch those videos and laugh when the robot trips over a mere stick lying on the ground, something that a human would seldom trip over. You scoff when a robot tries to grasp a coffee cup and inadvertently spills most of the coffee. It all seems humorous and a silly pursuit. Keep in mind that we are all observing the development process while it is still taking place. At some point, those guffaws of the humanoid robots will lessen. Humanoid robots will be as smooth and graceful as humans. This will continue to be honed. Eventually, humanoid robots will be less prone to physical errors that humans make. In a sense, the physicality of a humanoid robot will be on par with humans, if not better, due to its mechanical properties. Do not discount the coming era of quite physically capable humanoid robots. AGI And Humanoid Robots Pair Up You might remember that in The Wonderful Wizard of Oz, the fictional character known as The Strawman lacked a brain. Without seeming to anthropomorphize humanoid robots, the current situation is that those robots typically use a form of AI that is below the sophistication level of modern generative AI. That’s fine for now due to the need to first ensure that the physical movements of the robots get refined. I have discussed that a said-to-be realm of Physical AI is going to be a huge breakthrough with incredible ramifications, see my analysis at the link here. The idea underlying Physical AI is that the AI of today is being uplifted by doing data training on the physical world. This also tends to include the use of World Models, consisting of broad constructions about how the physical world works, such as that we are bound to operate under conditions of gravity, and other physical laws of nature, see the link here. The bottom line here is that there will be a close pairing of robust AI with humanoid robots. Imagine what a humanoid robot can accomplish if it is paired with AGI. I’ll break the suspense and point out that AGI paired with humanoid robots means that those robots readily enter the blue-collar worker realm. Suppose your plumbing needs fixing. No worries, a humanoid robot that encompasses AGI will be sent to your home. The AGI is astute enough to carry on conversations with you, and the AGI also fully operates the robot to undertake the plumbing tasks. How did the AGI-paired humanoid robot get to your home? Easy-peasy, it drove a car or truck to get there. I’ve previously predicted that all the work on devising autonomous vehicles and self-driving cars will get shaken up once we have suitable humanoid robots devised. There won’t be a need for a vehicle to contain self-driving capabilities. A humanoid robot will simply sit in the driver’s seat and drive the vehicle. This is a much more open-ended solution than having to craft components that go into and onto a vehicle to enable self-driving. See my coverage at the link here. Timing Is Notable One of the reasons that many do not give much thought to the pairing of AGI with humanoid robots is that today’s humanoid robots seem extraordinarily rudimentary and incapable of performing physical dexterity tasks on par with human capabilities. Meanwhile, there is brazen talk that AGI is just around the corner. AGI is said to be within our grasp. Let’s give the timing considerations a bit of scrutiny. There are three primary timing angles: Option 1: AGI first, then humanoid robots. AGI is attained before humanoid robots are sufficiently devised. Option 2: Humanoid robots first, then AGI. Humanoid robots are physically fluently adept before AGI is attained. Option 3: AGI and humanoid robots arrive about at the same time. AGI is attained and at the same time, it turns out that humanoid robots are fluently adept too, mainly by coincidence and not due to any cross-mixing. A skeptic would insist that there is a fourth possibility, consisting of the possibility that we never achieve AGI and/or we fail to achieve sufficiently physically capable humanoid robots. I am going to reject that possibility. Perhaps I am overly optimistic, but it seems to me that we will eventually attain AGI, and we will eventually attain physically capable humanoid robots. I shall next respectively consider each of the three genuinely reasonable possibilities. Option 1: AGI First, Then Humanoid Robots What if we manage to attain AGI before we manage to achieve physically fluent humanoid robots? That’s just fine. We would indubitably put AGI to work as a partner with humans in figuring out how we can push along the budding humanoid robot development process. It seems nearly obvious that with AGI’s capable assistance, we would overcome any bottlenecks and soon enough arrive at top-notch physically adept humanoid robots. At that juncture, we would then toss AGI into the humanoid robots and have ourselves quite an amazing combination. Option 2: Humanoid Robots First, Then AGI Suppose that we devise very physically adept humanoid robots but have not yet arrived at AGI. Are we in a pickle? Nope. We could use conventional advanced AI inside those humanoid robots. The combination would certainly be good enough for a wide variety of tasks. The odds are that we would need to be cautious about where such robots are utilized. Nonetheless, we would have essentially walking, talking, and productive humanoid robots. If AGI never happens, oh well, we end up with pretty good humanoid robots. On the other hand, once we arrive at AGI, those humanoid robots will be stellar. It’s just a matter of time. Option 3: AGI And Humanoid Robots At The Same Time Let’s consider the potential of AGI and humanoid robots perchance being attained around the same time. Assume that this timing isn’t due to an outright cross-mixing with each other. They just so happen to advance on a similar timeline. I tend to believe that’s the most likely of the three scenarios. Here’s why. First, despite all the hubris about AGI being within earshot, perhaps in the next year or two, which is a popular pronouncement by many AI luminaries, I tend to side with recent surveys of AI developers that put the date around the year 2040 (see my coverage at the link here). Some AI luminaires sneakily play with the definition of AGI in hopes of making their predictions come true sooner, akin to moving the goalposts to easily score points. For my coverage on Sam Altman’s efforts of moving the cheese regarding AGI attainment, see the link here. Second, if you are willing to entertain the year 2040 as a potential date for achieving AGI, that’s about 15 years from now. In my estimation, the advancements being made in humanoid robots will readily progress such that by 2040 they will be very physically adept. Probably be sooner, but let’s go with the year 2040 for ease of contemplation. In my view, we will likely have humanoid robots doing well enough that they will be put into use prior to arriving at AGI. The pinnacle of robust humanoid robots and the attainment of AGI will roughly coincide with each other. Two peas in a pod.Impact Of Enormous Consequences In an upcoming column posting, I will examine the enormous consequences of having AGI paired with fully physically capable humanoid robots. As noted above, this will have a humongous impact on white-collar work and blue-collar work. There will be gargantuan economic impacts, societal impacts, cultural impacts, and so on. Some final thoughts for now. A single whammy is already being hotly debated. The debates currently tend to be preoccupied with the loss of white-collar jobs due to the attainment of AGI. A saving grace seems to be that at least blue-collar jobs are going to be around and thriving, even once AGI is attained. The world doesn’t seem overly gloomy if you can cling to the upbeat posture that blue-collar tasks remain intact. The double whammy is a lot more to take in. But the double whammy is the truth. The truth needs to be faced. If you are having doubts as a human about the future, just remember the famous words of Vince Lombardi: “Winners never quit, and quitters never win.” Humankind can handle the double whammy. Stay tuned for my upcoming coverage of what this entails.

In my last Fast Company column, I shared my reasons for manufacturing my electric trucks in the U.S. I’m not alone. While near-shoring to North America has been underway for several years, the current tariff shifts and shipping complexities make U.S. manufacturing a higher priority still. However, there were 292,825 factories in the U.S. as of 2021. Of those, 846 employ 1,000 people or more. Some of these are my engineering firm’s clients, giving us a front row seat to the complexity of retrofitting an existing factory to full U.S. manufacturing. While building a new factory is expensive and lengthy, these companies’ tasks are more difficult still. There are good reasons for making the shift as quickly as possible. Moving to most or fully U.S. manufacturing brings higher visibility, faster response time, and higher resilience to supply chain disruption, as well as greater protection from tariff shifts and geopolitical change. But if you’re early in the process, here’s my advice for your transition: Determine a priority ranking for the refining and raw materials you shift to in-country and North American sourcing. Give highest ranking to categories including defense, high value items (such as steel, aluminum, and rare minerals, etc.), and consumer safety items (such as pharmaceutical components, etc.). Be more strategic in the offshore suppliers you continue using for non-advanced manufacturing by prioritizing closer and more geographic-friendly locations for production and shipment such as Mexico and Argentina. Utilize government-backed capital, where possible, for extracting/mining minerals and metals such as lithium, red mud, magnesium, etc. Beyond the high-ranking product categories, move to domestic suppliers for primary materials such as steel, aluminum, cement, and plastics. Likewise, reduce offshoring of technical staff as well as raw materials, where possible. Use all means possible to become power independent through solar production, micro-grids, and nuclear power production. Consider creating a 4-year completion bonus for military vets. Hire vets wherever possible, as they make great workers and entrepreneurs. Likewise, we can press for future policy changes that best support Made in America manufacturing, as follows: Encourage ship building in the U.S., as well as creating new means of automated freight transit. Work towards transformation plans for government-funded R&D to include more attractive loans, rebates, and grants, as well as programs for tax-free status for intellectual property during commercialization, to incent and support organizations making the shift. Consider energy rebates to U.S. manufacturers and distributors to make American manufacturing more cost-effective and viable.   Create policies to include the cost of offshore staff in tariff calculations. Expand trade relationships with Caribbean nations for products such as sugar, avocados, bananas, etc. Avoid or even ban foreign ownership of the food supply chain. Create fair competition for government contracting. Make health supplements and homeopathic medicines tax deductible, to promote a healthy workforce. While it may not be readily evident, these policy changes are related to successful reshoring. In all, we need larger scale, lower costs, and more automated and simplified mechanisms for product manufacturing. These issues, in my experience, are as equally important as the raw materials we require. We need increased support for niche manufacturing. In my opinion, we also need deregulation, and increased access to land (particularly in the west; the federal government owns great quantities of the available land, which is choking available supply). I believe we need better education, self-reliance, health, and incentive structures to get the capital, entrepreneurs, and workers for Made in America manufacturing. Who’s with me? Matthew Chang is the founding partner of Chang Robotics.

Looker_Studio - stock.adobe.com News Analysis of job vacancies shows earnings boost for AI skills Even when parts of a job are being automated, those who know how to work with artificial intelligence tools can expect higher salaries By Cliff Saran, Managing Editor Published: 03 Jun 2025 7:00 UK workers with skills in artificial intelligence (AI) appear to earn 11% more on average, even in sectors where AI is automating parts of their existing job functions. Workers in sectors exposed to AI, where the technology can be deployed for some tasks, are more productive and command higher salaries, according to PwC’s 2025 Global AI Jobs Barometer. The study, which was based on an analysis of almost one billion job adverts, found that wages are rising twice as fast in industries most exposed to AI. From a skills perspective, PwC reported that AI is changing the skills required of job applicants. According to PwC, to succeed in the workplace, candidates are more likely to need experience in using AI tools and the ability to demonstrate critical thinking and collaboration. Phillippa O’Connor, chief people officer at PwC UK, noted that while degrees are still important for many jobs, a reduction in degree requirements suggests employers are looking at a broader range of measures to assess skills and potential. In occupations most exposed to AI, PwC noted that the skills sought by employers are changing 59% faster than in occupations least exposed to AI. “AI is reshaping the jobs market – lowering barriers to entry in some areas, while raising the bar on the skills required in others,” O’Connor added. Those with the right AI skills are being rewarded with higher salaries. In fact, PwC found that wages are growing twice as fast in AI-exposed industries. This includes jobs that are classed as “automatable”, which means they contain some tasks that can readily be automated. The highest premiums are attached to occupations requiring AI skills, with an average premium in 2024 of 11% for UK workers in these roles.   AI is reshaping the jobs market – lowering barriers to entry in some areas, while raising the bar on the skills required in others Phillippa O’Connor PwC UK PwC’s analysis shows that sectors exposed to AI experience three times higher growth in the revenue generated by each employee. It also reported that growth in revenue per employee for AI-exposed industries surged when large language models (LLMs) such as generative AI (GenAI) became mainstream. Revenue growth per employee has nearly quadrupled in industries most exposed to AI, such as software, rising from 7% between 2018 and 2022, to 27% between 2018 and 2024. In contrast, revenue growth per employee in industries least exposed to AI, such as mining and hospitality, fell slightly, from 10% between 2018 and 2022, to 9% between 2018 and 2024. However, since 2018, job postings for occupations with greater exposure to AI have grown at a slower pace than those with lower exposure – and this gap is widening. Umang Paw, chief technology officer (CTO) at PwC UK, said: “There are still many unknowns about AI’s potential. AI can provide stardust to those ready to adapt, but risks leaving others behind.” Paw believes there needs to be a concerted effort to expand access to technology and training to ensure the benefits of AI are widely shared. “In the intelligence age, the fusion of AI with technologies like real-time data analytics – and businesses broadening their products and services – will create new industries and fresh job opportunities,” Paw added. Read more about AI skills AWS addresses the skills barrier holding back enterprises: The AWS Summit in London saw the public cloud giant appoint itself to take on the task of skilling up hundreds of thousands of UK people in using AI technologies. Could generative AI help to fill the skills gap in engineering: The role of artificial intelligence and machine learning in society continues to be hotly debated as the tools promise to revolutionise our lives, but how will they affect the engineering sector? In The Current Issue: UK government outlines plan to surveil migrants with eVisa data Why we must reform the Computer Misuse Act: A cyber pro speaks out Download Current Issue What to expect from Aera Technology AeraHUB 25 – CW Developer Network NTT IOWN all-photonics ‘saves Princess Miku’ from dragon – CW Developer Network View All Blogs

Lyse Martel is a Berlin-based “Color, Materials, and Finish” (CMF) designer and strategist in the mobility and consumer electronics industries. Her work combines craftsmanship and emerging technology to shape design strategy, drive material innovation, and create new sensory experiences. Lyse is fascinated by design’s power to shape how people feel and act. She believes design can foster emotional connection and wellbeing at a time when AI and automation are making their way into many new consumer product experiences, from the car to the living room. Below, Martel explores the emotional dimension of circular design and how the CMF field is evolving to meet the global challenges of circularity and sustainability. Fast Company: Please introduce yourself to our readers.Lyse MartelLyse Martel: I’m Lyse Martel, a CMF designer and design strategist, working primarily in automotive and consumer electronics. CMF, which stands for Color, Materials, and Finish, is about how a product looks, feels, and connects emotionally. So my work focuses on those elements as well as on strategy, brand identity, and sustainability. Although I mainly work in automotive and consumer electronics, CMF can apply to many different areas. Over the years I’ve worked with brands like Bang & Olufsen, Hopium, and NIO. And most recently I was directing a circular design project at Volkswagen Group—designing for circularity from the start with a large team of designers from different disciplines. How did you find your way into this field? It was step by step. My love for design was always there, even before I knew what to call it. It was shaped by my family’s craftsmanship, as well as my own curiosity for shapes, textures, colors, and sensory experiences. On my father’s side, I grew up around a lot of woodworking and carpentry. And on my mother’s side are generations of tailors. So that gave me an appreciation for textiles and textures and detailing and crafts. And I’ve always loved illustration and drawing and building small architectures with natural elements—everything that could involve materials and aesthetics. And I think that brought me to materiality and storytelling and eventually to CMF design. Were you able to find an educational path that encouraged your interests? I went to a specialized high school for applied arts and design, where I grew immensely as a creative person, and had a teacher who supported me and saw my potential with conceptual thinking. At university another teacher encouraged me to apply to a design internship in the automotive sector in Paris, and that’s how I formally entered the CMF design field. I was immediately drawn to the innovation and complexity of using material and color to shape the brand identity for a mobility project. [Photo: Lyse Martel]How do you stay on top of trends in color and material?Much of it is intuitive, but we also learn to connect the dots and see trends. I’m very much inspired by psychology and by what’s going on in the world—anything that could possibly impact human experiences and emotions. I’m paying attention to developments in architecture, interiors, digital and physical design, and material innovation. I’m also looking at global trends that have nothing to do with the design industry, including culture and the natural world. Nature plays a big role because you can look at how light interacts, how materials evolve with time, the functioning of ecosystems, and agriculture. I’m also very interested in how CMF design intersects with concepts like wellbeing and happiness, so I follow influential practitioners like Ivy Ross from Google, and Susan Magsamen, who works on neuroaesthetics, and Carol Gilligan, the psychologist and philosopher. Could you share more about neuroaesthetics? Neuroaesthetics looks at how design makes people feel: how beauty and art and design influence our brain, and how things like color, textures, light, and sound make us react cognitively or emotionally. We know that certain visual experiences will calm or excite us, while others make us feel uncomfortable. Designers can leverage those insights to create more meaningful and intuitive interactions. I’ve always been fascinated by how design makes people feel, and neuroaesthetics gives us the scientific reasoning behind those ideas. For instance, when I’m working with color and material for a car interior, I can decide to craft a more calming atmosphere with natural materials, or use soft lighting or a color gradient that can guide the user’s eye. I can think about how textures and tactility will influence the user’s feeling of comfort, or their perception of product quality or durability. When it comes to sustainability, there are a lot of materials that may not be readily acceptable to a user. In that case it can be helpful to lean into the authenticity of that material, perhaps by making it warmer or softer, or relating it to nature through colors or grain. So if we can somehow elevate or upscale the experience with that material, then we can start to shift the mindset to embrace sustainable materials or choices. Earlier you mentioned your work in circular design. Could you share more about that? Circular design is rethinking how we create and use products. It means designing for longevity, adaptability, and regeneration. We seek out the right materials, we design for easy reuse and repair, and we try to ensure that the product stays in circulation for as long as possible. Longevity is the number one criteria, because the longer you use a product, the less impact it has in terms of greenhouse gas emissions and other waste metrics. With circularity do you encounter pushback from industries that simply need consumers to keep buying more stuff? It does clash with short-term profit models, so it’s not easy for businesses to embrace it completely. But there is momentum for circular design, which is driven by consumer expectations, tighter regulations, and a growing recognition that resource efficiency is also smart business. I’ve seen mobility and consumer electronics firms try out concepts like modularity, repairability, and designing with disassembly in mind. Neuroaesthetics seems to be a strategy for tapping into people’s innate preferences for certain colors, materials, and finishes. But could also instigate behavior change, by tapping into the emotional layer of circularity? Absolutely, it can be surprisingly comforting, even if the materials are unexpected. When designing a circular product, you’re often working with waste, like a polymer that’s meant to circulate between cars. The challenge is making that material feel good, both emotionally and physically. What works is embracing the material’s character, maybe it has a soft texture or a slight irregularity, like a grain or uneven thread. Or it comes in a natural color that feels ultra-fresh. These little details shift the focus from what it is to how it makes you feel. You might not even realize it’s recycled plastic, but it just feels right. Sometimes, a car interior can feel like a cozy cabin, all because of the right textures and tones. That emotional layer is what really connects circularity.How could neuroaesthetics help make people comfortable with something new, like self-driving cars? It’s really about how shapes, colors and textures support the digital experience; all the micro-details working together to help the user feel at ease. I’ve been testing self-driving vehicles recently, and it’s surprising how much the environment impacts your reaction. In one case, the layout was minimal, with just the right number of buttons, and that simplicity helped me relax. But I also tested a car that was entirely gray, and it felt dull and dated. Light tones or soft gradients, something that evokes a sunrise or sunset, can go a long way in making the space feel more inviting.With automation, trust becomes a key part of the brief. How easily will someone understand what’s happening? Are they okay letting go of the wheel? That’s where CMF design needs to be fully integrated. I have to work closely with the interior and UX designers so that everything speaks the same language. If I propose a soft, natural palette and the shapes are cold or aggressive, it creates a disconnect.[AI Image: courtesy Lyse Martel]Can you share how you use AI in your work, or how AI factors into the CMF design process? It’s part of my creative process in that it helps me visualize materials, colors, and sensory experiences I’m considering for a project. It’s a great way to communicate an idea visually, and also to put it out there so someone else can pick it up and build on it. So for me, it’s really a tool that helps us be more precise in how we express and share ideas.There are also really promising use cases in circular design, where AI can help us map local resources and integrate them more intelligently into products. For example, there’s a lot of bamboo in China, linen in the north of France, or paper waste around Berlin. So what can we do with that knowledge? We can see where materials are available, but also think about how to reduce waste, predict life cycles, or imagine new reuse scenarios. Anything that involves localizing or optimizing can be supported by AI.And as the digital world increasingly shapes the physical one, I think there’s real potential in using these new, hyper-sensory AI-generated visuals to inspire physical experiences. Neuroaesthetics helps us design for emotion, and AI can help translate those emotional cues into visual concepts that, when made real, feel meaningful and multi-sensory. Do you ever get any pushback for the decisions that you or your team might make as CMF designers? Sometimes there’s a strong reaction to a particular color or material choice. I remember working on a concept car called Eve, developed with a strong focus on emerging markets and innovative design languages. I proposed an exterior in a rose gold tone, which could be read as pink. That sparked some discomfort in the room. I think it challenged certain expectations of what a car should look like, especially in Western automotive culture. But in China, rose gold is often associated with refinement and quality. It’s not seen as gendered in the same way. So for me, it was an opportunity to bring a fresh, culturally relevant aesthetic into the project. I understood the hesitation, but that’s part of the role. Sometimes CMF invites us to gently shift the visual language and open up new emotional possibilities.[Image: Felix Godard Design]Are there certain colors and finishes that are timeless and others that are more transitory? In the last decade we used a lot of neutrals, like beige and gray. Many brands also decided to shape themselves around their core colors—“our black,” “our white,” etc. And they would build up from there to include more exciting colors into their identity. Today I see those approaches being challenged. Gen Z is coming in and they have other ideas about what’s fresh. In the past few years we saw a lot of yellows. Recently, dark reds have been popping up everywhere, and they’re a powerful, timeless choice that adds richness and sophistication. These colors grab attention and can work well, but we need to be mindful of their relevance for long-term products.I believe there is still a need for that core timelessness. You might use black as a core color, but you might tint it blue to make it more interesting or less intense. When I was at Bang & Olufsen, we often discussed how to stand out from typical black consumer electronics. For a more lifestyle-oriented, subtle design in the home, why not use gray?[Image: courtesy NIO]Are you ever surprised when a particular color takes off? The latest Pantone color of the year is a brown-beige shade, which honestly surprised me. I’ve used warm grays before when I wanted to give a product a cozier, inviting feel, but this one doesn’t feel as fresh to me. I’m not sure it resonates with the moment in the same way other trends do. I love when a heritage brand takes an unexpected turn, like the paper company GF Smith, which recently rebranded with vibrant, poppy colors and introduced a bespoke, rounded sans-serif typeface, GF Smith Homie. I like to see they are brushing off the history to embrace different values and just be human. They want to stand for inclusivity, so they’re going to speak up about that and make sure it’s seen in the brand.Where do you draw creative inspiration? It’s really what makes me burn, what is calling my heart. I also need to talk to people—not only creatives, but people from all walks of life. I enjoy traveling through my city and looking at how people live. I learn a lot simply from riding the train, overhearing conversations, and observing how the mood changes with the seasons. I also read the news and check out certain magazines. There’s one I like, Imagine5, that focuses on how to make sustainability joyful. It explores that from all angles and it’s very accessible. You don’t have to be a sustainability expert to enjoy it. [Image: courtesy NIO]Could you share some of the projects you’ve worked on that you’re most proud of? I joined the global smart EV brand NIO in its early stages, when the brand vision was still taking shape, and contributed to the initial direction of color, materials, and finishes as part of the design team. The objective was to align with their vision of “Blue Sky Coming,” so we had to come up with progressive aesthetics and human-centered design, which later evolved into design principles. Shaping that brand was extremely rich for me in terms of learning and collaborating with so many talented designers. I also led a couple of projects – one was the previously mentioned concept car called Eve. I had the opportunity to introduce more natural materials and different colors that were not commonly used in the automotive space.Introducing new aesthetics became an important theme for my later work with Bang & Olufsen, which was about connecting the dots between sound and material and design. And then more recently, the circularity project I’ve been leading for Volkswagen Group is really close to my heart. The brief was to introduce longevity, adaptability, and recyclability across all design touch points for Volkswagen. To that end we provided creative direction that considered everything from exterior design, interior, user experience, and materiality.It was an interesting challenge to find the emotional layer of circularity, while staying on brand for Volkswagen. Circularity has a lot of very technical aspects, but as designers we can make circularity tangible. How do you deal with mistakes or failure in the creative process? I view mistakes or failure as an opportunity to test more, to rethink, and to reframe. If a design doesn’t work, how can we regroup and find a solution that’s way more interesting and beyond the obvious? In the creative process there can be a lot of fear associated with going against the grain. What I’ve noticed is that if we stay in that fear space, we close ourselves off to opportunities. It’s important to be in an open space of creativity and curiosity. Allow mistakes and failure to happen. When there is joy in the process and a strong intuition, you produce better results in the end. What advice would you give to aspiring designers, but also anyone who wants to enter the world you inhabit? Great design comes from a constantly growing and inspired mind. Stay curious and know that inspiration comes from everywhere. Embrace your uniqueness, but also be able to evolve from that. Be open to change and to new perspectives. There will be tough feedback and creative disagreements, but the important thing is how you receive those situations. Maintain a mindset of abundance and try to see the positive in anything you do. Finally, as creatives it’s important for us to take time alone to recharge, to reflect, and to work on our magic. When you’re feeling well and thriving individually, your creativity also does. At that point it’s crucial to rejoin the collective, where you have a chance to collaborate and experience the diversity of perspectives that fuels creativity. It can be a tough road for aspiring designers, but I would encourage them to proceed with care and openness, and to leave their fears behind. 

We may earn a commission from links on this page.Welcome to “Cookbook of the Week.” This is a series where I highlight cookbooks that are unique, easy to use, or just special to me. While finding a particular recipe online serves a quick purpose, flipping through a truly excellent cookbook has a magic all its own. My cookbook of the week is often a hot new release, unless I decide to spotlight one that has been out for a few years. But I haven’t done a real throwback cookbook in a while. My very first cookbook of the week was Hershey’s Best-Loved Recipes, and while not quite as old, this week’s selection has been my trusted companion for quite some time. This week I chose to highlight Tate’s Bake Shop Cookbook not only because it is packed withrecipes for fabulous sweet treats, but because it always offers a nice break from the annoyances of modern internet baking.A bit about the bookTate’s Bake Shop is an actual bakery in the Hamptons on Long Island. It’s a small shop with creaky wooden floors and a warm atmosphere—at least that’s how I remember it from when I worked in Bridgehampton for a summer. I would occasionally pop in and grab some cookies, but this was long before I realized they were the Tate’s Cookies—before their green bags started popping up in every grocery store cookie aisle. You may have tried the crispy, flat cookies Tate’s is now famous for, but did you know that they make more than cookies?This cookbook is from the founder of Tate’s Bake Shop, Kathleen King. It turns out she makes a heck of a cookie...and a heck of a pie, and scone, and blueberry buckle. I love Tate's Bake Shop Cookbook because it’s filled with reliable, classic bakes. The entire Tate's brand is built on homemade, cozy, old-fashioned vibes, and that’s what you'll find in the pages of this cookbook. There’s nothing flashy about it. It’s not striving to be a part of your coffee table decor. The recipes are mostly one-pagers with short head notes and simple text, and you’ll only find pictures in the center section. This is a cookbook that’s meant to be dog-eared, annotated, used by your kids, and accidentally splattered with flour—a cookbook made to be loved.A great cookbook for a spoon and a bowlWhile I’ve owned this cookbook for nearly 15 years, I haven’t cracked it open in a while. I meandered through the recipes and marked some titles that caught my eye, or that I remembered being tasty. As I read through the short directions, I noticed some trends: most of the recipes are mixed by hand, several recipes are from family or friends, and King uses salted butter without a care in the world for anyone else's opinion. Seeing a cookbook, especially a baking cookbook, filled with short, easy to follow recipes is a breath of fresh air. Recipes that don’t require the use of an electric mixer are almost too good to be true. But here it is, each recipe is enticing in its simplicity: Sour Cream Pound Cake, Chocolate Jumbles, Sticky Toffee Date Pudding, and the recipe for the famous chocolate chip cookie that you know from the store. Reading these recipes feels almost soothing. Dramatic, I know. But I often feel like social media recipes and newer cookbooks are throwing everything at me at once to catch my attention. This cookbook seems less an attempt at impressing readers with being on trend or shocking us with new flavor combinations, and more like a collection of personal favorite recipes from your hometown baker. Baking from this cookbook feels like pastry meditation. No need to plug in an appliance or pause a YouTube video. Grab a bowl and a wooden spoon and take a moment to make something delicious. It’s great for a beginner baker, or anyone who enjoys baking in theory but hates dirtying too many bowls, or when recipes get complicated.The dish I baked this week Credit: Allie Chanthorn Reinmann I love a cookie, but we already know how good the Tate’s cookie is, so I wanted to showcase something else. Luckily, blueberry season is here, and that made my decision for me. I settled on the Blueberry Buckle. Without taking a picture of the actual recipe (which isn’t cool to do), I want to illustrate the simplicity of this buckle: The instructions for the whole cake, with a crumb topping, are completed in 12 lines. The headnote includes a three-sentence story about how it won a bake-off in Maine, and how King’s niece improved the crumb texture. If you’ve ever just wanted a recipe to cut to the chase, this is it.A buckle is a cake-like treat with a crumb topping and fresh fruit mixed into it. (Between buckles, betties, cobblers, and crisps, it’s easy to get confused.) The cake batter is easy to stir together by hand. Employing salted butter eliminates worrying about measuring yet another ingredient, and all of the other ingredients were readily available in my pantry. In roughly 15 minutes, I was ready to throw an entire cake into the oven. I don’t know that I’ve had a buckle before, but I definitely would have voted for this to win that bake-off. The cake component is utterly tender, and I don’t really know why or how—there’s no sour cream or buttermilk involved. It must just be a perfect balance of tenderizing fat and strengthening gluten. The ratio of blueberries to cake is also perfect. I know folks are always begging for more berries, but if you have too many then the berries sink or they make the cake too wet. The crumb topping is exactly as it should be—sweet, buttery, and lightly spiced. It’s good enough to eat on its own. I could see myself making this buckle for a picnic, or a friend’s summer birthday brunch. June is just around the corner, so I'll keep my copy of Tate’s Bake Shop Cookbook handy for other berry-centric bakes this summer. How to buy itDespite being an older book, it’s still available in the hardcover. However, if you’re keen to save a buck, do check out your local used bookstores. Older books like this are almost always available used for a fraction of the original retail price. If you’re more of a digital baker, you can also spend less and download the ebook.  Tate's Bake Shop Cookbook: The Best Recipes from Southampton's Favorite Bakery for Homestyle Cookies, Cakes, Pies, Muffins, and Breads $31.94 at Amazon Shop Now Shop Now $31.94 at Amazon

$45For some people, note-taking is serious, serious business. That’s why your dad’s great ideas, errant thoughts, to-do lists, and appointments deserve a worthy notebook. Traveler’s leather-bound travel journals are great for jotting down all of the above, especially since they come in a slew of sizes.$45 at Traveler’s Company (various sizes)$69Whether your dad is a fan of the Indiana Jones flicks or he digs MachineGames’ excellent Wolfenstein titles, there’s plenty to like in The Great Circle. The first-person exploration game lets you crack the whip, punch Nazis, and traverse the globe to retrieve precious relics. It’s good fun.Anker Laptop Power Bank$110$13519% off$110There are plenty of portable batteries out there, but few are as versatile and powerful as Anker’s 25,000mAh Laptop Power Bank. The handy pack features two built-in, retractable USB-C cables — one of which serves as a lanyard — allowing you to quickly charge most devices on the go.Backbone Pro$170$170The best mobile controller is the Backbone Pro. It retains the same overall design and feel as the company’s cheaper model, only with some comfort-boosting improvements. It also features a built-in battery and Bluetooth support, so your dad can use it for gaming on his TV, computer, VR headset, or handheld PC.$170 at Best Buy$170 at BackboneAncel AD410 OBD2 Scanner Professional Diagnostic Scanner$40$5020% off$40The more ways you know how to diagnose a possible issue with your car, the less time you’ll spend at the mechanic (sorry, mechanics). Ancel’s diagnostic scanner plugs into the OBD2 port found in most US cars dating back to ’96, letting you see exactly why certain lights on your dash keep popping up.$40 at Amazon (with Prime)$50 at AncelSony WH-1000XM6$448$4500% off$448The latest iteration of Sony’s best-in-class noise-canceling headphones has finally arrived. The newfangled XM6 make subtle improvements to every facet, from sound quality to comfort to ANC, while wisely bringing back the foldable design last seen on the last-gen XM4.Hoto SnapBloq System$216$30028% off$216Hoto’s modus operandi is to make svelte, handsome tools, with the SnapBloq being its sleekest yet. Buying all three sets — which, as the name implies, snap together to form a block — nets you a precision screwdriver, drill pen, and rotary tool, all of which are rechargeable. Dad may already own enough tools, but we bet they don’t look nearly as good as these do.$216 at Amazon$240 at HotoSatechi Vegan-Leather Magnetic Wallet Stand$28$4030% off$28Satechi’s MagSafe-ready wallet addresses two specific needs that may make it a must-have for some dads: it’s crafted from vegan leather, and it doubles as a kickstand. That means the durable wallet provides a hands-free way to watch videos or hop on a call, whether you place it in portrait or landscape mode. AirPods 4$119$1298% off$119Most of Apple’s high-end earbud tech can be found in the AirPods 4, which cost significantly less than the latest Pro model. They’re relatively small, offer great sound, and even support USB-C charging, making them a great pick if you can do without active noise cancellation.James$18$2836% off$18Percival Everett’s first work of fiction earned him the Pulitzer this year — and it’s no surprise. The bold 2024 tale serves as a reworking of Huck Finn as told by the enslaved man who travels with him down the Mississippi, and although it’s dead serious at times due to the subject matter, it’s also inventive, poetic, and surprisingly funny.Xiaomi Sound Pocket$27$3010% off$27Xiaomi doesn’t have as much of a presence in the US as it does globally, but thankfully, the classy Sound Pocket is readily available. The compact Bluetooth speaker supports hands-free calling with its built-in microphone, and its IP67 rating means it can even handle some water — so long as you don’t submerge it for too long.$27 at Amazon (with on-page coupon)$30 at Walmart (with on-page coupon)$35While writing Cat’s Cradle, Kurt Vonnegut needed to pay the bills, so he tried his hand at making board games. His creation, a tactical war-themed tabletop game called GHQ (General Headquarters), never saw the light of day — that is, until recently. Needless to say, the two-player game is a great title for Vonnegut fans and scholars alike.$35 at Barnes & Noble$35 at Kurt Vonnegut’s GHQ Museum and Library$550The Forerunner 570 has no business looking as good as it does for a running watch. Garmin’s new wearable features a bright OLED display, a slick translucent band, and several new features, including skin temperature sensors and a built-in speaker / mic. The only real question is what size to get for dear ol’ dad: 42mm or 47mm?$70Magic: The Gathering isn’t as difficult to get into as you might think, and the Final Fantasy-themed expansion might be the perfect place to start. The upcoming collection has sent the internet into a proverbial spiral, with many products selling out as a result of a very dedicated fan base. Lucky for dad, the entry-level starter kit is still readily available.Nitecore BB21 electric blower$65$707% off$65All of dad’s precious tech is prone to dust and other debris, which can impact usability if left unchecked. Fortunately, with Nitecore’s rechargeable air blower as a companion, he can easily rid his mechanical keyboards and other tough-to-reach crannies of unwanted grime, ensuring all of his gadgets are in tip-top shape.$31Bon Iver’s Justin Vernon has come a long way from the fabled Wisconsin cabin where he supposedly holed up to record his debut. Sable, Fable, his latest LP, is a welcome kaleidoscope of sounds and feelings, from familiar strummers and beat-heavy ballads to the kind of sultry, R&B-flecked tracks that would make Prince swoon.$450Telepathic Instruments’ retrofuturist keyboard is a vibes machine, one designed for people who want to easily produce cool sounds. It only houses a few piano keys, but it has dedicated major, minor, and other inputs that let you get creative without necessarily having to know how to play.$450 at Telepathic InstrumentsChef’n S’mores Roaster$50$7432% off$50You can effortlessly replicate the magic of making s’mores while camping with Chef’n’s small, safe machine. The contained flame on the tidy indoor / outdoor roaster is built to toast marshmallows, while its ceramic dome can melt chocolate onto graham crackers. All you’ll need to supply is a fuel can, plus all the s’mores ingredients you can muster.Panasonic 4K Blu-ray player (DP-UB420-K)$245$2502% off$245Like all of us, your dad deserves to watch movies at the best possible resolution, which is where a 4K Blu-ray player comes in. Panasonic makes some of the best models you can buy, and when paired with the right TV, 4K Blu-rays look and sound better than even the most high-res streaming apps. Plus, it’s still fun to collect discs.$125If your dad’s shaving gadget repertoire is outdated, try treating him to a fantastic — and customizable — beard trimmer. Panasonic’s washable, wide-tipped model comes with 19 adjustable settings and can cut hair, too, just in case dad wants to keep a short ’do or touch up his sideburns.$125 at Amazon$125 at PanasonicOntel Battery Daddy storage system$15$2025% off$15Most modern gadgets are rechargeable via USB-C, but many households still rely on traditional batteries for all sorts of things. Your dad is sure to be impressed with your moxie when you gift him this deluxe battery organizer, which has dedicated compartments for coin cell batteries, large D-cell batteries, and all of the smaller sizes in between.Baseus Free2Pull Retractable USB-C Cable 100W$10$2255% off$10Most people don’t want to wrangle cables… and who can blame them? Not us, which is why several folks at The Verge own Baseus’ handy, retractable USB-C option. The Free2Pull comes in two sizes, each of which conveniently pulls the excess cable into a small puck that’s far tidier and easier to manage than a loose cord.$200Most Lego creations occupy some desk or table space, which can be annoying if you’re trying to tidy up. However, every item from Lego’s Vincent van Gogh collection, which consists of several brick-ified paintings from the artist’s late-1800s heyday, can be assembled and then mounted to your wall.$220A massage gun is a gift that keeps on giving. When muscles and tendons are tight or sore, the Theragun Mini serves as a quick and easy remedy, allowing dad to get on with his day with less discomfort. The third-gen model is just a little smaller, making what was already an ultra-portable device even more compact.Birdfy Feeder 1$120$22045% off$120Looking at birds is cool, and we’re all better off spending more time doing it. And while birdwatching typically requires patience and a decent pair of binoculars, you could summon birds with Birdfy’s entry-level smart feeder, which features a 1080p camera and an app that lets you view birds up close as they munch on seeds.Xreal One smart glasses$499$499The Xreal One aren’t the most affordable augmented-reality glasses available, but they are some of the best for displaying movies and games on the go. You can connect them via USB-C to your smartphone, tablet, or handheld gaming PC, making the 84-gram spectacles the ultimate upgrade for both plane flights and your commute.$499 at Amazon$499 at XrealTime Timer MOD (Home Edition)$20$2520% off$20A basic timer may seem like a thoughtless gift, but there are many tasks we procrastinate on every day that could be more easily managed if we dedicated a little bit of time to them. A visual Pomodoro timer, such as the colorful MOD (Home Edition), is key to helping break tasks into manageable chunks or take them on all at once.Nintendo Switch 2$449$449The Switch 2 could make for a stellar gift for any dad — that is, if you can manage to preorder one ahead of the console’s arrival on June 5th. Nintendo’s latest hybrid console packs a larger 7.9-inch 1080p display, magnetic Joy-Con controllers, and a host of other minor but welcome improvements that build upon what was already a winning formula.

Microsoft and Google are taking distinctive approaches with AI agents in their productivity suites, and enterprises need to account for the differences when formulating digital labor strategies, analysts said. In recent months, both companies have announced a dizzying array of new agents aimed at extracting value from corporate documents and maximizing efficiency. The tech giants have dropped numerous hints about where they’re headed with AI agents in their respective office suites, Microsoft 365 and Google Workspace. Microsoft is reshaping its Copilot assistant as a series of tools to create, tap into, and act on insights at individual and organizational levels. The Microsoft 365 roadmap lists hundreds of specialized AI tools under development to automate work for functions such as HR and accounting. The company is also developing smaller AI models to carry out specific functions. Google is going the opposite way, with its large-language model Gemini at the heart of Workspace. Google offers tools that include Gems for workers to create simple custom agents that automate tasks such as customer service, and Agentspace in Google Cloud to build more complex custom agents for collaboration and workflow management. At the recent Google I/O developer conference, the company added real-time speech translation to Google Meet. “For both, the goal is to bring usable and practical productivity and efficiency capabilities to work tools,” said Liz Miller, vice president and principal analyst at Constellation Research. But the differing AI agent strategies are heavily rooted in each company’s philosophical approaches to productivity. Although Microsoft has long encouraged customers to move from its traditional “perpetual-license” Office suite to the Microsoft 365 subscription-based model, M365 notably retains the familiar desktop apps. Google Workspace, on the other hand, has always been cloud-based. Microsoft users are typically a bit more tethered to traditional enterprise work styles, while Google has always been the “cloud-first darling for smaller organizations that still crave real-time collaboration,” Miller said. When it comes to the generative AI models being integrated into the two office suites, “Google’s Gemini models are beating out the models being deployed by Microsoft,” Miller said. “But as Microsoft expands its model ‘inventory’ in use across M365, this could change.” Microsoft has an advantage, as many desktop users live in Outlook or Word. The intelligence Copilot can bring from CRM software is readily available, while that integration is more complex in the cloud-native Google Workspace. “Microsoft still has an edge in a foundational understanding of work and the capacity to extend Copilot connections across applications as expansive as the Office suite through to Dynamics, giving AI a greater opportunity to be present in the spaces and presentation layers where workers enjoy working,” Miller said. Microsoft’s Copilot Agents and Google’s Gems and Agentspace are in their early stages, but there have been positive developments, said J.P. Gownder, a vice president and principal analyst on Forrester’s Future of Work team. Microsoft recently adopted Google’s A2A protocol, which makes it easier for users of both productivity suites to collaborate and unlock value from stagnant data sitting on other platforms. “That should be a win for interoperability,” Gownder said. But most companies that are Microsoft shops have years or decades of digital assets that hold them back from considering Google, he said. For example, Excel macros, pivot tables, and customizations cannot be easily or automatically migrated to Google Sheets, he said. “As early as this market is, I don’t think it’s fair to rank either player — Microsoft or Google — as being the leader; both of them are constructing new ecosystems to support the growth of agentic AI,” Gownder said. Most Microsoft Office users have moved to M365, but AI is helping Google is making inroads into larger organizations, especially among enterprises that are newer and less oriented toward legacy Microsoft products, said Jack Gold, principal analyst at J. Gold Associates. Technologies like A2A blur the line between on-premises and cloud productivity. As a result, “Google Workspace is no longer perceived as inferior, as it had been in the past,” Gold said. And for budget-constrained enterprises, the value of AI agent features is not the only consideration. “There is also the cost equation at work here, as Google seems to have a much more transparent cost structure than Microsoft with all of its user classes and discounts,” Gold said. Microsoft does not include Copilot in its M365 subscriptions, which vary in price depending on the type of customer. The Copilot business subscriptions range from $30 per user per month for M365 Copilot to $200 per month for 25,000 messages for Copilot Studio, which is also available under a pay-as-you-go model. Google has flat subscription pricing for Workspace, starting at $14 per user per month for business plans with Gemini included.