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Now is a good time for doing crime

Eons ago, in 2012, I had a weird experience. My iPhone suddenly shut down. When I restarted it, I found it was totally reset—clean, like a new device. This was the early days of iOS, so I wasn’t too concerned until I went to connect it to my computer to restore it from a backup. But when I flipped open the lid of my laptop, it too was mid-restart. And then, suddenly, the screen went gray. It was being remotely wiped. I turned on my iPad. It, too, had been wiped. I was being hacked.  Frantically, I shut down all my devices, unplugged everything connected to the internet in my house, turned off my router, and went next door to use my neighbors’ computer and find out what was going on. Deepening my panic, I realized hackers had also gained control of, and nuked, my Google account. Worse, they were in control of my Twitter, which they were gleefully using to spew all sorts of vile comments. It was nasty.  You have to remember, this was before all of us lived with a constant rain of text messages and emails designed to elicit the information necessary to pull something like this off. These crooks hadn’t brute-forced their way in, or used any sort of sophisticated techniques to gain access to my accounts. Instead, they had relied on publicly available information, and a fake credit card number, to socially engineer their way into my Amazon account, where they looked up the last four digits of my real credit card number. Then they used that information to get into Apple. And because that account was linked to my Gmail, and that to my Twitter, it gave them the keys to everything. But what really troubled me was what I learned as I followed up on my hack over the ensuing weeks and months: This kind of thing was, while still novel, becoming more common. Some version of what happened to me had happened to lots of other people. The kids who were responsible—it was a couple of kids—weren’t criminal masterminds. They had just found a gap, a place where a technology was now commonplace but its risks and exploitable surface areas weren’t yet fully understood. I just happened to have all my stuff in the gap. Today that gap might feature a crypto wallet or a deepfake of a loved one’s voice. (Or both.)
Crime changes. The goals stay the same—pursuit of value, pursuit of power—but new technologies create new vulnerabilities, new tactics, and new ways for perpetrators to evade discovery or capture. And the law necessarily lags behind. Relying not on innovation but on precedent, it is intentionally backward-looking and slow. That plodding consideration used to be how we protected our shared democratic society, how we protected each other from each other. But those same new technologies that have allowed crime to outpace law have also reenergized law enforcement and government—offering new ways to root out crime, to gather evidence, to surveil people. Think, for example, of how cold-case investigators tracked down the Golden State Killer years after his murders, using DNA samples and genealogy databases—launching a new era of DNA-powered investigations.  Technology has long made crime and its prosecution a game of cat and mouse. It sometimes calls into question the nature of crime itself. Unregulated behaviors, facilitated by technology, can exist in murky zones of dubious legality. (Until TikTok announced its new ownership structure, Apple and Google were both technically breaking the law by allowing the app to stay on their platforms, under the provisions of the Protecting Americans from Foreign Adversary Controlled Applications Act. Ah! Well. Nevertheless.) That tension is the key to our March/April issue. Thanks to technologies like cryptocurrency and off-the-shelf autonomous autopilots, there’s never been a better time to do crime. Thanks to pervasive surveillance and digital infrastructure, there’s never been a better time to fight it—sometimes at the expense of what we used to think of as fundamental civil rights.  I never pressed charges against the kids who hacked me. The biggest consequence of the hack was that Apple set up two-factor authentication in the following months, which felt like a win. Now I’m not sure anyone expects their personal data to be secure in any meaningful way. I’m certain, though, that somewhere on the net, a new generation of kids is coming up with another novel crime. 

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3 things Juliet Beauchamp is into right now

The only reality show that matters The Real Housewives of Salt Lake City is one of the best shows on television right now. Not one of the best reality TV shows, but one of the best TV shows, period. Chronicling a shifting group of wealthy women in and around Salt Lake, the show has featured a convicted felon whom federal agents came looking for while cameras were rolling, a church leader married to her step-grandfather, and a single mom in an exhausting on-again, off-again relationship with an Osmond. In one season, there was an ongoing argument between two cast members after one told the other that she “smelled like hospital.” Later, one woman was secretly running an anonymous gossip Instagram about her fellow housewives. We can debate the “reality” of reality television, and it’s certainly true that these characters and scenarios are far-fetched. But every single person is dealing with something relatable—difficult marriages, failing businesses, strained relationships with children, addiction. It’s entertainment, and high camp, but I find that I still have a lot of empathy for these people. The last good place(s) on Facebook Facebook sucks. That’s not controversial to say, right? But there is one reason I still have a Facebook account: my neighborhood Buy Nothing group. The spirit of community and camaraderie is alive and well there—and probably in yours, too. A non-exhaustive list of things I have given away: empty candle jars, a bookcase, used lightbulbs, unopened toiletries, bubble wrap. I’ve scored a few good things as well: a gorgeous antique dresser that I refinished, some over-the-door hooks, and brand-new jeans. It makes me happy to know that stuff that would’ve otherwise ended up in a landfill is bringing one of my neighbors joy. Going analog I used to wear an Apple Watch a lot. I’m a pretty active person, and I liked tracking my workouts and my steps. But after I’d had it for a while, my watch started dying in the middle of a 30-minute run; it became useless to me, and I gave it up completely. Guess what? I’m happier. I feel more present when I’m not checking how much time is left in a yoga class or reading texts during a long run. The amount of data it gathered about me was also stressing me out, and it wasn’t useful. And I don’t need a wearable to tell me how poorly I slept! Trust me, I already know.

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Listen to Earth’s rumbling, secret soundtrack

The boom of a calving glacier. The crackling rumble of a wildfire. The roar of a surging storm front. They’re the noises of the living Earth, music of this one particular sphere and clues to the true nature of these dramatic events. But as loud as all these things are, they emit even more acoustic energy below the threshold of human hearing, at frequencies of 20 hertz or lower. These “infrasounds” have such long wavelengths that they can travel around the globe as churning emanations of distant events. But humans have never been able to hear them. Until now, that is. Everyday Infrasound in an Uncertain World, a new album by the musician and artist Brian House, condenses 24 hours of these rumbles into 24 minutes of the most basic of bass lines, putting a new spin on the idea of ambient music. Sound, even infrasound, is really just variations in air pressure. So House built a set of three “macrophones,” tubes that funnel air into a barometer capable of taking readings 100 times a second. From the quiet woods of western Massachusetts, House can pick up what the planet is laying down. Then he speeds the recording up by a factor of 60 so that it’s audible to the wee ears of humans. “I am really interested in the layers of perception that we can’t access,” he says. “It’s not only low sound, but it’s also distant sound. That kind of blew my mind.” House’s album is art, but scientists made it possible. Barometers picked up the 1883 eruption of the South Pacific volcano Krakatoa as far away as London. And today, a global network of infrasound sensors helps enforce the nuclear test ban treaty. A few infrasound experts—like Leif Karlstrom, a volcanologist at the University of Oregon who uses infrasound to study Mount Kilauea in Hawaii—helped House set up his music-gathering array and better understand what he was hearing. “He’s highlighting interesting phenomena,” Karlstrom says, even though it’s impossible to tell exactly what is making each specific sound.  So how’s the actual music? It’s 24 minutes of an otherworldly chorus, alternating between low grumbling vibrations and soft ghostlike whispers. A high-pitched whistle? Could be a train, House says. An intense low-octave rattle? Maybe a distant thunderstorm or a shifting ocean current. “For me, it’s about the mystery of it,” he says. “I hope that’s a little bit unsettling.” But it also might connect someone listening to a wider—and deeper—world.  Monique Brouillette is a freelance writer based in Cambridge, Massachusetts.

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Innovation on the move

The Massachusetts Bay Trans­portation Authority moves hundreds of thousands of people across Greater Boston each day—thanks to a vast system of buses, trains, and ferries that depends on coordination among thousands of employees. In this storied transit system, history runs deep: The Green Line still passes through the country’s oldest subway tunnels, built beneath the Boston Common at the end of the 19th century. Yet the MBTA is remarkably willing to explore new approaches, too. That’s thanks in large part to a trio of MIT alumni: Katie Choe ’98, SM ’00; Melissa Dullea ’00; and Karti Subramanian, MBA ’17. Together, they’ve been helping redefine what innovation looks like in one of the nation’s longest-running transit systems. Choe in particular has been at the center of this push as the agency’s chief of staff since 2023, a position in which she took the lead in revamping organizational culture. She wrapped up her tenure at the T to become CEO of Virginia Railway Express (VRE) in January, but before leaving, she spoke to MIT Alumni News extensively about her role. Describing it as “owning everything and nothing at the same time,” Choe explained: “I’m here to make things happen. I find places where we have a sticky organizational knot that needs to be untied.” Dullea, the MBTA’s senior director of service planning, is in charge of the team responsible for planning and scheduling every bus route in the system as well as the Red, Orange, Green, and Blue Lines. Her group also determines where buses operate and adapts both train and bus service patterns as the region changes.
Subramanian, the MBTA’s senior director of rider tools, leads a team that manages the agency’s digital ecosystem: the website, real-time signage, and the MBTA Go app, which offers riders live transit information—including arrival times, vehicle tracking, and closure updates—for buses, trains, and ferries. Innovation, in Choe’s view, is a practical requirement in a system whose infrastructure dates back to the opening of the Tremont Street subway in 1897. There are old assets to maintain and modern expectations to meet, all with public resources that never stretch far enough. For years, she says, the instinct was to plan endlessly in hopes of pleasing everyone, only to end up pleasing no one because little actually moved forward. Resources were consumed by process rather than progress. 
The way out of that cycle was to rethink how projects are delivered, structure contracts differently, and streamline operations by relying more on in-house expertise. The result, she says, is an increasingly “can-do” culture that focuses less on drafting plans and more on producing results, a change she sees as essential to maintaining service reliability and supporting the region’s economic mobility. And while aging Red Line cars, which perform poorly in extreme cold, will continue to pose challenges until new cars replace them and planned service disruptions for needed repairs on all subway lines are ongoing, service is improving overall. Since spring 2024, the number of scheduled weekday trips on the Red, Orange, and Blue Lines has climbed steadily, thanks to extensive track repairs, new operating procedures, and the addition of more railcars.  The new innovation mindset—including the emphasis on faster, more efficient project delivery and cross-department collaboration—is likely to shape the MBTA for years to come. Innovation grounded in public service Choe has spent her career in the public sector, a choice she attributes partly to a sense of responsibility cultivated at MIT. “The big differentiator at MIT is that when you graduate, you graduate with an expectation that you are going to change the world,” she says.  After more than six years as chief engineer and director of construction management at Boston’s Department of Public Works, Choe joined the MBTA in early 2020. In 2023, she launched the Innovation Hub, an initiative that spotlights and promotes internal improvements, as part of the quest to deliver the best possible service to riders on the constrained budget of a public agency. “We need to constantly be thinking about how we can do that better,” she says. “How do we do it more efficiently? How do we actually keep our costs low, find new ways of doing things so that we can provide that service better for all of our riders?” She adds, “When people come to me with an idea, I try really hard to support them with moving it forward. That’s the innovative culture that we’re trying to instill.” The Innovation Hub gives employees a place to raise problems or suggest ideas and connects them with the partners and support needed to turn concepts into real projects. It also celebrates workforce creativity, hosting an annual Innovation Expo—a showcase similar to a poster session (“It’s essentially a science fair,” Choe says) that highlights projects from throughout the agency.  “The energy that was in the room was just palpable,” she says of the first Innovation Expo, held in the summer of 2024. It showcased 34 completed projects, from maintenance upgrades and redesigned processes to data tools that streamlined field operations. The projects led to faster hiring, better safety practices, and more agile planning for disruptions—and many improved the employee experience as much as the rider experience. Choe sees the two as inseparable. “The better our employees can perform, the more we take care of them, the better the service to our riders is,” she says.  “We should consider it normal and necessary for a transit agency to provide really accurate, really accessible, real-time information to its riders.” Karti Subramanian, MBA ’17 She also helped oversee a welcome improvement to the systemwide discount program that low-income passengers can use for all forms of transit, from the commuter rail to The Ride, the door-to-door rideshare program for people with disabilities. The MBTA built an efficient system that verifies riders’ eligibility through existing public benefit programs, allowing approvals in about 30 seconds. Other agencies have since asked to learn how it works.

Meanwhile, Choe devoted considerable energy to mentoring. She helped lead programs to support women in the agency, met with new employee cohorts, and advised early-career staff on navigating large institutions.  “I look for people who are willing to take risks and to put themselves out there,” she says. When she looks back at the things that have advanced her most in her own career, she adds, it’s “those moments that I’ve taken those risks.” For example, in 2022 she was asked to build and lead a team to transform the MBTA in response to findings from a Federal Transit Administration safety management inspection—and given 24 hours to decide whether she would. “It thrust me into the public spotlight with no room for failure,” she says. “The exposure to parts of the organization that I had had little interaction with and the forced fast learning curve set me up for the success of both the chief of staff role and my new position at VRE.” Rethinking the bus network Route planning and scheduling are at the heart of the rider experience. And in Dullea’s telling, this work is a complicated puzzle with many pieces.   First, the planners decide where bus routes run, how frequently buses and trains arrive, and where bus stops are located. Then the schedulers turn those plans into reality, constructing work assignments that keep service as dependable as possible within the constraints of collective bargaining agreements, rest rules, and bus availability. “The service planners are the architects of the schedules,” she says. “The schedulers are the builders.” The MBTA’s senior director of service planning, Melissa Dullea ’00, leads the team responsible for planning and scheduling every bus and subway route in the system.KEN RICHARDSON Dullea’s path to transit began at MIT, where she was introduced to the MBTA’s planning work, including efforts to relocate the Orange Line in the 1980s and projects like the Urban Ring, an efficient rapid-bus system that was once proposed as a way of connecting the outer “spokes” of MBTA lines to reduce congestion downtown and link Greater Boston’s booming residential and commercial areas. This sparked a growing interest in the field and ultimately led her to write her undergraduate thesis on the MBTA assessment formula, which determines how much each community in the service district contributes annually to the system’s operating budget. “I was like, ‘Wow, you can have a career in transit. This is amazing,’” she says. She joined the MBTA as a junior planner soon after graduating and now co-leads one of the agency’s largest planning efforts: the Bus Network Redesign (BNR), part of the broader Better Bus Project. “We’re not in an industry where you can move fast and break things. We want to have a focus on improving the customer experience.” Melissa Dullea ’00 The redesign began with a fundamental question: How can the bus network reflect where people need to go today? To find out, her team used anonymized cell-phone data to map the patterns of people’s travel by all modes—including public transit, driving, walking, and biking—and then weighted the data to prioritize communities that rely more on transit. They combined algorithmic modeling with human judgment, narrowing an estimated 14 million computer-generated corridors—potential pathways where demand suggested a bus route could run—into a workable network that would better meet observed travel demand. “We wanted to make sure that the bus network would be relevant for how people travel now, and not just how we’ve always done things,” she says.
And their methodology allowed them to improve upon their previous practice of checking for discrimination at the end of planning. “We were able to lead with equity,” she says.  The final plan nearly doubled the number of routes where buses run every 15 minutes or less and expanded coverage in Chelsea, Everett, Malden, and Revere. The Commonwealth recently recognized the project with an equity award.
When the pandemic led to a shortage of bus drivers, implementation paused. But Dullea’s team and others in the agency used the setback to rethink hiring, training, and job quality.  “We’ve been working to build back,” Dullea says. The ability to hire committed drivers—and keep them on the job—depends on providing a good work environment. “We’ve been doing a lot of work on just making the experience of being an operator better,” she says. For example, Dullea’s team helped redesign schedules that often saddled operators with long unpaid breaks in the middle of the day. By hiring part-timers who work a single peak period without a break, the T has reduced the average unpaid break time by half. Dullea’s MIT training prepared her for the challenge, teaching her to analyze complicated systems and follow her intellectual curiosity.  “When I was an undergrad, I just realized I loved cities,” she says. “And I was like, ‘How can I turn that love for the urban environment into a career and solve real-world problems that can help people?’” Building a better digital front door Subramanian founded a software company serving nonprofits before arriving at MIT for graduate school. His transition to government work—and eventually to the MBTA—was driven by a belief in public service and in government as a force for good. 
“I really wanted to serve the public sector in some way,” he says. Subramanian resists calling his work “innovation.” He sees it instead as delivering the basic information riders should expect from a modern transit system.  “We should consider it normal and necessary for a transit agency to provide really accurate, really accessible, real-time information to its riders,” he says. “Doing it might be new and different and require new ways of working.” At a large agency, achieving that goal is far from simple. To start, Subramanian embedded team members in the operations groups managing more than 170 bus routes and the four subway lines with an eye to building better dispatching tools. This work also created data feeds that his team made publicly available—and used to create the MBTA Go app. But before building it, they asked what value it could add in a world where riders already use Google Maps and third-party apps like Transit. The answer was operational insight. 
“We know more about MBTA operations than Google Maps does,” he says. “So we can publish insight into what’s happening that a third party like the Transit app that’s designing for 200 cities at a time, or Google Maps that’s designing for 200,000 cities at a time, will never think to show.” As senior director of rider tools, Karti Subramanian, MBA ’17, leads the team that manages the agency’s digital ecosystem.KEN RICHARDSON A key area where that kind of information pays off is accessibility—a defining focus for Subramanian, whose son has cerebral palsy. He’s partnered with the MBTA’s System-Wide Accessibility Department to create the Accessible Technology Program, which brings riders with disabilities into the design process.  His team conducts extensive user research, interviewing and riding alongside people who use mobility devices, depend on elevators, or have low vision, to understand the barriers they encounter on trains and buses and in stations. Through this hands-on approach, Subramanian’s team gains direct insight into the everyday obstacles riders face and how small design decisions can create or remove them. “For me, this twin personal/professional journey has been probably the most wonderful part of this job,” he says. “An amazing amount of work and leadership has gone into making the MBTA one of the—if not the—most accessible transit systems in the US.” The work is grounded in long institutional history. A landmark 2006 settlement under the Americans with Disabilities Act created a dedicated accessibility office within the MBTA, which continues to drive systemwide improvements. Subramanian attributes his approach in part to lessons from MIT about the public origins of much modern technology. “So much of the kind of now very tech-forward innovation … came from early government R&D,” he says.  To him, that lesson underscores the value of public service. “To do foundational things right in government actually is very high leverage,” he says, adding that it’s currently dramatically undervalued and underappreciated.  Improving within constraints Change at the MBTA unfolds within a highly regulated, risk-averse setting. “Innovation takes some acceptance of failure, and that’s hard in a public environment,” Choe says. “We’re aspirational but not reckless.” Most ideas under consideration, whether they’re crowding indicators on the Orange Line or wayfinding tools for riders with low vision, get tested in limited, clearly labeled trials. Dullea echoes the careful balance required in planning. “We’re not in an industry where you can move fast and break things,” she says. “We’re trying not to break things. We want to have a focus on improving the customer experience.” For Subramanian, the most significant challenges are often internal. His team works closely with operations groups, embedding technologists in bus garages and rail divisions to understand daily barriers. This partnership led to a mobile dispatching tool that replaced clipboards and a single-channel radio for managing nearly a thousand buses. It has also helped his group become deeply integrated across the agency, forming an increasingly connected, data-driven operation. “We’re really proud of the extent to which we have built trust within the organization to bring this product way of thinking to a different set of problems,” he says.  Advancing the economic engine of Greater Boston  Choe sees the transit agency as a public service and a key support for opportunity across the region.  “Many of our riders rely on the MBTA to get to their jobs, to get to their health-care appointments, to get to critical areas of their life,” she says. “If we cannot provide those services, then we’ve really shut them off from that economic mobility.” That responsibility directed her leadership. “Every single person is impacted on a daily basis by the work that I do,” she said in October. “Every improvement that I make is making someone’s life better, and that knowledge sits very deeply in my heart.” Despite the challenges, she remains optimistic about the MBTA’s future.  “We have so much buy-in right now from the governor and the legislature,” she said. “It’s allowing us to do things in a little bit bolder manner than what we have done in the past. So I think our future is really bright.” A culture of collaboration and aspiration The MBTA also benefited from a partnership that spanned more than a decade with MIT’s Transit Lab, which supported the agency’s work with data analysis and service evaluation. Researchers at the Transit Lab helped the T interpret CharlieCard data to understand travel patterns and contributed the analytical framework for the agency’s Service Delivery Policy, which defines how the MBTA measures its own performance.  Following the productive collaboration with the MIT Transit Lab, Choe sees potential to deepen the agency’s connection with the Institute if the MBTA joins the MIT Transit Research Consortium. Run by the Transit Lab and the MIT Mobility Initiative, the consortium includes both US and non-US transit agencies, and it offers members workshops as well as insights into MIT’s ongoing transit research. “There’s an opportunity there to figure out how to bridge the gap between amazing research work that’s happening and the on-the-ground applications of that research,” she says. At the moment, Choe says, the MBTA is investing in electrification and digital infrastructure and exploring AI-assisted maintenance—and sustaining a culture of openness to change will be key. The Innovation Hub is dividing into two branches, one supporting employee-driven ideas and another exploring emerging technologies like AI and autonomous systems. “People are already interested in this,” she says. “So why are we not harnessing that excitement?” Her work aimed to continue building a collaborative, curious workplace where new ideas translate into improved service. As she put it, “I want to work in an environment and a culture that is collaborative and aspirational all the time.” Her colleagues share that goal: to keep the MBTA evolving, grounded in public service, and positioned to deliver a modern system for Greater Boston.  “It’s not just that we have a plan on the shelf that says this is what we want to do,” she says. “It is what are we doing right now to build toward this best-in-class, amazing, modernized, incredible system that serves the Commonwealth of Massachusetts.” 

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A boost for manufacturing

Several years ago, Suzanne Berger was visiting a manufacturing facility in Ohio, talking to workers on the shop floor, when a machinist offered a thought that could serve as her current credo.  “Technology takes a step forward—workers take a step forward too,” the employee said.  Berger, to explain, is an MIT political scientist who for decades has advocated for the revitalization of US manufacturing. She has written books and coauthored reports about the subject, visited scores of factories, helped the issue regain traction in America, and in the process earned the title of Institute Professor, MIT’s highest faculty honor.  Over time, Berger has developed a distinctive viewpoint about manufacturing, seeing it as an arena where technological advances can drive economic growth and nimble firms can thrive. 
This stands in contrast to the view that manufacturing is a sunsetting part of the US economy, lagging behind knowledge work and service industries and no longer a prime source of jobs. To Berger, the sector might have suffered losses, but we should think about it differently now: Rather than being threatened by change, it can thrive on innovation. She is keenly interested in medium-size and small manufacturers, not just huge factories, given that 98% of US manufacturers have 500 or fewer employees. And she is interested, especially, in how technology can help them. Roughly one-tenth of US manufacturers use robots, for instance, a number that clearly disappoints her. 
Her focus on these smaller manufacturers is pragmatic. The US is not going to bring back textile manufacturing or steelmaking jobs anytime soon. And although the tech giants have made some concessions to domestic manufacturing, all major product lines from all tech companies are made largely overseas. Small and midsize firms may also have more opportunities to be flexible and innovative. And in the middle of Ohio, there it was, in a simple sentence: Technology takes a step forward—workers take a step forward too.  “I think workers do recognize that,” Berger says, sitting in her MIT office, with a view of East Cambridge out the window. “People don’t want to work on technologies of the 1940s. People do want to feel they’re moving to the future, and that’s what young workers also want. They want decent pay. They want to feel they’re advancing, the company is advancing, and they are somehow part of the future. That’s what we all want in jobs.” Now Berger is part of a new campus-­wide effort to do something tangible about these issues. She is a co-director of MIT’s Initiative for New Manufacturing (INM), launched in May 2025, which aims to reinvigorate the business of making things in the US. The idea is to enhance innovation and encourage companies to tightly link their innovation and production processes. This lets them rapidly fine-tune new products and new production technologies—and create good jobs along the way. “We want to work with firms big and small, in cities, small towns, and everywhere in between, to help them adopt new approaches for increased productivity,” MIT President Sally A. Kornbluth explained at the launch of INM. “We want to deliberately design high-quality, human-centered manufacturing jobs that bring new life to communities across the country.”  An unexpected product Whether she is examining data, talking to visitors about manufacturing, or venturing into yet another plant to look around and ask questions, Berger’s involvement with the Initiative for New Manufacturing is just the latest chapter in a fascinating, unpredictable career.  Once upon a time—her first two decades in academia—Berger was a political scientist who didn’t study either the US or manufacturing. She was a highly regarded scholar of French and European politics, whose research focused on rural workers, other laborers, and the persistence of political polarization. After growing up in New Jersey, she attended the University of Chicago and got her PhD from Harvard, where she studied with the famed political scientist Stanley Hoffmann.  Berger joined the MIT faculty in 1968 and soon began publishing extensively. Her 1972 book, Peasants Against Politics, argued that geographical political divisions in contemporary France largely replicated those seen at the time of the French Revolution. Her other books include The French Political System (1974) and Dualism and Discontinuity in Industrial Societies (1980), the latter written with the MIT economist Michael Piore. 

By the mid-1980s, Berger was a well-established, tenured professor who had never set foot in a factory. In 1986, however, she was named to MIT’s newly formed Commission on Industrial Productivity on the strength of her studies about worker politics and economic change. The commission was a multiyear study group examining broad trends in US industry: By the 1980s, after decades of postwar dominance, US manufacturing had found itself challenged by other countries, most famously by Japan in areas like automaking and consumer electronics.  US BUREAU OF LABOR STATISTICS Two unexpected things emerged from that group. One was a best-selling book. Made in America: Regaining the Productive Edge, coauthored by Michael Dertouzos, Richard Lester, and Robert Solow, rapidly sold 300,000 copies, a sign of how much industrial decline was weighing on Americans. Looking at eight industries, Made in America found, among other things, that US manufacturers overemphasized short-term thinking and were neglecting technology transfer—that is, they were missing chances to turn lab innovations into new products. The other unexpected thing to materialize from the Commission on Industrial Productivity was the rest of Suzanne Berger’s career. Once she started studying manufacturing in close empirical fashion, she never really stopped.  “MIT really changed me,” Berger told MIT News in 2019, referring to her move into the study of manufacturing. “I’ve learned a lot at MIT.” At first she started examining some of the US’s important competitors, including Hong Kong and Taiwan. She and Richard Lester co-edited the books Made by Hong Kong (1997) and Global Taiwan (2005), scrutinizing those countries’ manufacturing practices. Christopher Love, a co-director of MIT’s Initiative for New ManufacturingWEBB CHAPPELL Over time, though, Berger has mostly turned her attention to US manufacturing. She was a core player in a five-year MIT examination of manufacturing that led her to write How We Compete (2006), a book about why and when multinational companies start outsourcing work to other firms and moving their operations overseas. She followed that up by cochairing the MIT commission known as Production in the Innovation Economy (PIE), formed in 2010, which looked closely at US manufacturing, and coauthored the 2013 book Making in America, summarizing the ways manufacturing had started incorporating advanced technologies. Then she participated extensively in MIT’s Work of the Future study group, whose research concluded that while AI and other technologies are changing the workplace, they will not necessarily wipe out whole cohorts of employees. “Suzanne is amazing,” says Christopher Love, the Raymond A. (1921) and Helen E. St. Laurent Professor of Chemical Engineering at MIT and another co-­director of the Initiative for New Manufacturing. “She’s been in this space and thinking about these questions for decades. Always asking, ‘What does it look like to be successful in manufacturing? What are the requirements around it?’ She’s obviously had a really large role to play here on the MIT campus in any number of important studies.” 
“If I have a great idea for a new drug or food product … if I have to ship it off somewhere to figure out if I can make it or not, I lose time, I lose momentum, I lose financing.” Christopher Love “She always asks challenging questions and really values the collaboration between engineering and social science and management,” says John Hart, head of the MIT Department of Mechanical Engineering, director of the Center for Advanced Production Technologies, and the third co-director, with Berger and Love, of the Initiative for New Manufacturing. Moreover, Love adds, “the number of people she’s trained and mentored and brought along through the years reflects her commitment.” 
For instance, Berger was the PhD advisor of Richard Locke, currently dean of the MIT Sloan School of Management. Separately, she spent nearly two decades as director of MISTI, the MIT program that sends students abroad for internships and study. Basically, Berger’s footprints are all around MIT. And now, in her 80s, she is helping to lead the Initiative for New Manufacturing. Indeed, she came up with its name herself. The initiative raises a couple of questions. What is new in the world of US manufacturing? And what can MIT do to help it? Home alone To start with, the Initiative for New Manufacturing is an ongoing project designed to enhance many aspects of US manufacturing. Berger’s previous efforts ended in written summaries—which have helped shape public dialogue around manufacturing. But the new initiative was not designed with an endpoint in mind. Since last spring, the Initiative for New Manufacturing has signed up industry partners—Amgen, Autodesk, Flex, GE Vernova, PTC, Sanofi, and Siemens—with which it may collaborate on manufacturing advances. It has also launched a 12-month certificate program, the Technologist Advanced Manufacturing Program (TechAMP), in partnership with six universities, community colleges, and technology centers. The courses, held at the partner institutions, give manufacturing employees and other students the chance to study basic manufacturing principles developed at MIT.  “We hope that the program equips manufacturing technologists to be innovators and problem-solvers in their organizations, and to effectively deploy new technologies that can improve manufacturing productivity,” says Hart, an expert in, among other things, 3D printing, an area where firms can find new manufacturing applications. But to really grasp what MIT can do today, we need to look at how manufacturing in the US has shrunk. 
The first few decades after World War II were a golden age of American manufacturing. The country led the world in making things, and the sector accounted for about a quarter of US GDP throughout the 1950s. In recent years, that figure has hovered around 10%.  In 1959 there were 15 million manufacturing jobs in the US. By 1979, the rapidly growing country had around 20 million such jobs, even as the economy was diversifying. But the 1980s and the first decade of the 2000s saw big losses of manufacturing jobs, and there are about 12.8 million in the US today. As even Berger will acknowledge, the situation is not going to turn around instantly.  “Manufacturing at the moment is really still in decline,” she says. “The number of workers has gone down, and investment in manufacturing has actually gone down over the last year.” 
As she sees it, diminished manufacturing capacity is a problem for three big reasons: It hurts a country’s general innovation capacity, it makes it harder to respond to times of need (such as pandemics), and it’s bad for national security.  “If you look at what the defense industrial base is in the United States, it is the same industrial base we’re talking about, with old technology,” she says. That is, defense technology comes from the same firms that haven’t updated their production methods lately. “Our national security is sitting on top of a worn-out industrial base,” Berger says, adding: “It’s a very stark picture.”  However, the first point—that manufacturing more makes a country more innovative—is the most essential conclusion she has developed on this subject. Production and innovation go better together. The ability to make things stems from innovation, but our useful advances are not just abstract lab discoveries. They often get worked out while we produce stuff.  “Innovation is closely connected to production, and if we outsource and offshore all our production, we’re also offshoring and outsourcing our innovation capabilities,” Berger says. “If we go back 40 years, the whole manufacturing landscape has changed in ways that are very detrimental to the US capabilities. The great American companies of 40 years ago were all vertically integrated and did everything from basic R&D through sales.” Think of General Electric, IBM, and DuPont.  Berger continues: “There was a technological disruption in the late 1980s and early 1990s, when people discovered it was possible to separate design and production. In the past, if you were making wafers, the chip designer and the engineer who figured out how to make the chip had to be together in the same plant. Once you were able to send that all as a digital file over the internet, you could separate those things. That’s what made outsourcing and offshoring more feasible.” Meanwhile, seeing the possibilities of offshoring, markets started punishing big firms that didn’t pare down to their “core competency.” Companies like AT&T and Xerox used to run famous research departments. That is no longer how such firms work. “DuPont closed the basic research labs that discovered nylon,” Berger notes. But back in the 1930s, DuPont was able to move that material from the lab to the market within five years, building a factory that quickly scaled up production of wildly popular nylon stockings. “The picture looked a little different,” she says.  Indeed, she says, “we had a radical change in the structure of companies. With the collapse of the vertically integrated companies, huge holes opened up in the industrial ecosystem.” Major companies that did their own research, trained workers, and manufactured in the US had spillover effects, producing the advances and the skilled, talented workers who populated the whole manufacturing ecosystem. “Once the big firms were no longer doing those activities, other companies were left home alone,” Berger says, meaning they were unable to afford research activities or generate as many advances. “All of this explains the state we see in manufacturing today. The big question is, how do we rebuild this?” “Innovation can come from anywhere” Over a decade ago, Christopher Love received a US Department of Defense grant to develop a small, portable system for creating biologic drugs, which are made from living organisms or their products. The idea was to see if such a device could be taken out onto the battlefield. The research was promising enough for Love to cofound a startup, Sunflower Therapeutics, that focuses on small-scale protein production for biopharmaceutical manufacturing and other medical applications. One might characterize the original project as either a piece of military equipment or a medical advance. It’s also a case study in new manufacturing.  John Hart, a co-director of MIT’s Initiative for New ManufacturingM SCOTT BRAUER After all, Love and his colleagues created a new method for making batches of certain types of drugs. That’s manufacturing; it’s an innovation leading directly to production, and the small size of the operation means it won’t get shipped overseas. And, as Love enjoys pointing out, his team’s innovation is hardly the first case of using living cells to make a product for nearby consumption. Your local craft brewery is actually a modestly sized manufacturer that won’t be shipping its jobs overseas either.  “The emerging generation of manufacturing has this new equilibrium between automation (machines, robots), human work, and software and data.” John Hart “Innovation can come from anywhere,” Love says. “What you really need is access to production. This is something Suzanne has been thinking about for a long time—that proximity. The same thing can happen in biomanufacturing. If I have a great idea for a new drug or food product or new material, if I have to ship it off somewhere to figure out if I can make it or not, I lose time, I lose momentum, I lose financing. I need that manufacturing to be super close.” New manufacturing can come in multiple forms and, yes, can include robots and other forms of automation. The issue is complex. Robots do replace workers, in the aggregate. But if they increase productivity, firms that are early adopters of robots grow more than other firms and employ more people, as economic studies in France, Spain, and Canada have shown. The wager is that a sensible deployment of robots leads to more overall growth. Meanwhile, US firms added more than 34,000 robots in workplaces in 2024; China added nearly 300,000. Berger hopes US firms won’t be technology laggards, as that could lead to an even steeper decline in the manufacturing sector. Instead, she encourages manufacturers to use robots productively to stay ahead of the competition.  “The emerging generation of manufacturing has this new equilibrium between automation (machines, robots), human work, and software and data,” Hart says. “A lot of the interesting opportunities in manufacturing, I think, come from the combination of those capabilities to improve productivity, improve quality, and make manufacturing more flexible.” Another form of new manufacturing may happen at firms that, like the old heavyweight corporations, see value in keeping research and development in-house. At the Initiative for New Manufacturing launch event in May, one of the speakers was JB Straubel, founder of Redwood Materials, which recycles rechargeable batteries. The company has figured out how to extract materials like cobalt, nickel, and lithium, which otherwise are typically mined. To do so, the company has had to develop a variety of new industrial processes—again, one of the keys to reviving manufacturing here. “Whether you’re building a new machine or trying a new process … acquiring a new technology is one of the most important ways a company can innovate,” Berger says. Although she acknowledges that “innovation is risky, and everything does not succeed,” she points out that “a single focus on optimization [in firms] has not served us well.” Manufacturing success stories  The future of US manufacturing, then, can take many forms. But Berger, when she visits factories, is consistently struck by the vintage machines often on display. She tells the story of a manufacturer she visited within the last couple of years that not only uses milling machines made during World War II but buys them up when other firms in the field discard them.  “If you have all old equipment, your productivity is going to be low, your profits are going to be low, you’ll want low-skill workers, and you’re only going to be able to pay low wages,” she says. “And each one of those features reinforces the others. It’s like a dead-end trap.” But things don’t need to be this way, Berger believes. And in some places, she visits firms that represent manufacturing success stories.  “The idea that Americans don’t like manufacturing, that it’s dirty and difficult—I think this is totally [wrong],” she says. “Americans really do like making things with their hands, and Americans do think we ought to have manufacturing. Whenever I’ve been in a plant where it seems well run—and the owners, the managers, are proud of their workers and recognize their accomplishments, and people are respected—people seem pleased about having those jobs.” Flash back to the exchange Berger had with that worker in Ohio, and the vision for the Initiative for New Manufacturing falls further into place: Technological change has a key role to play in creating that kind of work. Okay, US manufacturing may not be overhauled overnight. It will take an effort to change it, one midsize manufacturer after another. But getting that done seems vital for Americans in Ohio, in Massachusetts, and all over.   “We really see a moral imperative,” Berger says, “which is to be able to reach out to the whole country to try to rebuild manufacturing.”

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Using big data for good

A photogenic green-eyed Russian Blue named Petra might just be the world’s most sequenced cat. Petra was rescued from an animal shelter in Reno, Nevada, by Charlie Lieu, MBA ’05, SM ’05, a data whiz, serial entrepreneur, investor, and cofounder of Darwin’s Ark, a community science nonprofit focused on pet genetics. Since becoming Lieu’s furry friend, Petra has had her DNA fully sequenced six times and extracted nearly 60 times, all in the name of science.  Petra is just one of more than 67,000 cats and dogs whose information has been entered by their human caretakers into the Darwin’s Ark databases, which the organization’s researchers and collaborators are using to try to better understand pet health and behavior. Since its founding in 2018, Darwin’s Ark has helped researchers probe everything from cancer to sociability to whether or not trainability is inherited, allowing them to debunk stereotypes about dog breeds and investigate similarities between complex diseases in humans and animals.  Petra is always ready for a close-up.COURTESY OF CHARLIE LIEU DNA testing for dogs  is common at this point, with multiple for-profit companies offering to break down your pet’s breed background for a fee. But Lieu and her Darwin’s Ark cofounder, Elinor K. Karlsson, wanted to go beyond offering individualized DNA reports and invite humans to participate in surveys about how their pets play and socialize, and even whether or not they get the zoomies right after using the litter box. This approach pairs DNA with vast amounts of behavioral data collected by the people who know these animals best, thus harnessing the power of humans’ love for their pets to advance cutting-­edge science.  In the process, Darwin’s Ark has solved a problem that is often an obstacle in human medicine: how to get the enormous quantity of data needed to actually understand, and eventually solve, medical problems. 
It was this problem that initially interested Lieu, who is chief of research operations for Darwin’s Ark, in pet genetics. Lieu spent some of the early, formative years of her career working on the Human Genome Project at the Broad Institute, where she first collaborated with Karlsson—and remembers sleeping under her desk in the late ’90s while “babysitting” servers in case they needed to be rebooted in the middle of the night. For many years, her North Star was cancer research: Her mom had died of cancer, “nearly everyone” on her mom’s side of the family got cancer at some point, and Lieu herself had her first of multiple tumors removed at age 17.  Researchers used data collected by Darwin’s Ark to show that just 9% of variations in dog behavior can be predicted by breed. Throughout her nearly 30 years working with the Broad and other initiatives related to such research, Lieu has often felt struck by how difficult it is to study complex diseases like cancer. Gathering extensive data about people while maintaining their legally mandated privacy can be tricky, as is getting them to participate in strict protocols over the course of many years (an issue she has also experienced from the other side, since she is enrolled in multiple longitudinal studies).
About a decade ago, Lieu reconnected with Karlsson, who had moved on from the Human Genome Project to work on animal genetics and was engaging with pet owners in her research. Karlsson bemoaned how hard it was to get the large-scale genomic data needed to advance scientific understanding, and something clicked. What if they could tap into Lieu’s expertise with big data platforms and her experience starting nonprofits to collect genomic data from pets as a proxy for understanding complex diseases and behavior? “We talked a lot about how we [might] enable a platform that could help us collect the right kinds of data at the level that’s necessary in order to do the kinds of science that the world needs,” Lieu says. That might be hard with humans, but “everybody wants to talk about their dogs and cats, right?” Thus Darwin’s Ark was born. Initially it focused on dogs, and using its data, Karlsson and a team from the Broad and elsewhere were able to demonstrate that just 9% of variations in behavior can be predicted by breed—much less than people might think. Lieu hopes the finding will help certain much-­maligned breeds such as pit bulls, which tend to be adopted at lower rates and sometimes are even put down on the basis of faulty assumptions about their behavior.  But the work Darwin’s Ark is doing isn’t just helping pets—it could benefit humans, too, as researchers increasingly probe the links between human and animal cancers.  Darwin’s Ark initially focused on collecting DNA data from dogs; the nonprofit also invites humans to take part in surveys on such things as how their pets play and socialize.GETTY IMAGES “We were involved in some early dog work in cancer, where we collaborated with another group to understand whether or not you could take a blood draw and figure out whether or not the animal has cancer,” says Lieu. “Turns out you could. And in the last couple of years, an FDA-approved test has been available for humans to figure out whether or not you have lung cancer. All that work started in dogs, so you could start to see the power of doing something in animals that then impacts human health.” Darwin’s Ark broadened its focus to cats in 2024, and while it’s too soon for any results, even the research methods are proving interesting. The usual way to extract DNA from a living animal is by swabbing the inside of a cheek. Dogs don’t mind the process, but cats are not as amenable to having things stuck in their mouths. Nor do cats appreciate having hairs plucked out with their follicles, another potential source of DNA for sequencing. So Chad Nusbaum, PhD ’91, another Human Genome Project colleague that Lieu recruited, helped the Darwin’s Ark team figure out how to effectively extract DNA from fur or hair that has been shed—a big breakthrough for the field. (This means, in practice, that cats’ DNA is collected by brushing their fur. Now the cats “not only don’t mind sample collection—some of them really enjoy it,” Nusbaum says with a laugh.)  That’s good for cats, but it could also have far-reaching implications in the world of conservation, where obtaining DNA from endangered or sensitive animals via blood or skin samples can be prohibitively difficult or distressing to the animals. Being able to rely instead on a few strands of naturally shed hair could unlock new frontiers for conservationists working with sensitive species. The knowledge that progress on such crucial issues could come from inside or outside the organization was what led Lieu and Karlsson to structure Darwin’s Ark as a nonprofit and make its data available for free to researchers outside commercial settings. While it already periodically shares its sequence data in various public repositories, those repositories are managed by different entities, making it more difficult for scientists to use the information. So researchers must often write in, explain what they’re trying to do, and put in a custom request.Darwin’s Ark just got a grant that will allow it to begin building a public portal for the data, making it far easier for researchers to access, match, and use. “Our hope is that we would be able to create a data set that scientists around the world would be able to leverage to elucidate whatever it is that they’re doing,” Lieu says. “Whether you’re a cancer scientist or a neurological scientist or an immunology-focused scientist, any number of complex disease areas could be helped by having very massive data sets.”

For Lieu, Darwin’s Ark is but the latest line in a long and wide-ranging résumé that includes stints at Amazon and NASA. “The thread that ties it all together is big data,” she says. After living and breathing data in her work on the Human Genome Project, Lieu tackled a very different big data challenge at Amazon on a team that collected data on warehouse fulfillment. Drawing on her biological sciences background, she developed an evolutionary algorithm for outbound logistics that made it possible—without constantly analyzing the data—to dynamically optimize storage and dramatically lower fulfillment costs.  The founder or cofounder of at least a dozen ventures to date, she built on her experience at Amazon with her most recent startup, a logistics company called AirTerra that helps e-commerce retailers streamline delivery by bringing together highly fragmented last-mile shipping providers under one umbrella. Officially founded in 2020, it quickly achieved unicorn status and was acquired by the fashion company American Eagle Outfitters in 2021. While Lieu chalks some of that success up to luck (“You start a shipping and logistics organization in the pandemic—of course you’re going to get acquired”), her cofounder Brent Beabout, MBA ’02, is quick to point to the skill and work ethic that made her “luck” possible.  Besides being “highly collaborative” and “super knowledgeable,” Lieu gave her all in a way that set her apart, according to Beabout. “She is a passionate person,” he says. “I’ve never seen a person that worked as many hours as Charlie did … I don’t think she ever slept.” Lieu jokes that she’s in a “midlife crisis” as she sorts out what to do next, because there’s so much she could do. So she’s looking for the “biggest thing” she can do for the world. Though Lieu has made out well as an entrepreneur, she grew up “well below the poverty line.” Both those experiences shaped the kind of investor she’s become: one who is distinctly interested in helping other entrepreneurs confront barriers. “I wanted to look back on all the obstacles that I had faced coming up,” she says. “Not just as a woman, not just as a person of color, but [also] the economic barriers of not having the network, not being able to access other people who have been successful, not even understanding the basics of financial markets.” To that end, she’s spent much of her career trying to give back through mentorship and direct investment in ventures started by founders from underrepresented backgrounds. Her passion for social causes doesn’t end there. Lieu has also volunteered with her local trails association and served on a wide range of boards near her home in the Seattle area. In the mid 2010s, an outdoors-focused organization where she was on the board came under fire for having given a platform to a rock climber who had been credibly accused of sexual assault. As a climber herself, Lieu had assumed that sexual assault wasn’t a major problem in those circles—but, being data-minded as always, she came up with a plan to conduct a survey about the issue while protecting respondents’ anonymity. Lieu on a hike with her goddaughter, Mary Ann Seek (center), and Darwin’s Ark cofounder Elinor Karlsson.COURTESY OF CHARLIE LIEU That survey grew into SafeOutside, a grassroots movement focusing on combating sexual assault in the outdoors community. After parsing the data—and realizing just how widespread the problem was—Lieu spent years interviewing individual survivors about their experiences and eventually partnered with Alpinist magazine to publicize and share the results of the survey. Beyond sparking much-needed conversation, the initiative turned out to be instrumental in getting Charlie Barrett, a once-celebrated professional climber, put behind bars. He is now serving a life sentence after his conviction for repeatedly sexually assaulting a female climber at Yosemite National Park. Three additional women testified at his trial that they had also been sexually assaulted by Barrett. Katie Ives, the editor Lieu worked with on the project at Alpinist, remembers being impressed by Lieu’s “sense of caring and compassion and her determination to amplify the voices of people who have been marginalized by history or by the climbing community.” She describes Lieu as a person “whose life is very much driven by a sense of ethical purpose.” At first Lieu worked on SafeOutside quietly; fearing professional repercussions, she asked that her name be omitted or mentioned only in passing in reporting on the project. She reasoned that the subject made people uncomfortable. But in early 2025, she began to discuss it more openly. “That’s actually part of the problem, right? People who have status refusing to talk about an issue that’s so prevalent,” she says. Today, she’s more outspoken than ever and wants to encourage others with any kind of social clout to speak up as well.
In some ways, this reevaluation of her approach reflects the crossroads at which Lieu now finds herself. After years of starting new ventures, serving on seemingly endless boards, and typically getting by on three to five hours of sleep a night, she’s finally taking a step back: saying no to board positions, pressing pause on new venture ideas, and even hiring a team that allows her to pass off more of her Darwin’s Ark work to other people. Lieu has always liked—and is especially good at—shepherding new companies through the startup and early growth stages. So she’s been recruiting a new leadership team to take over the reins as Darwin’s Ark prepares for its next phase of growth. She’s aiming to step away from day-to-day operations this spring and will remain a board member and active advisor—and jokes that she’s in a sort of “midlife crisis” at age 50 as she tries to sort out what to do next, because there’s so much she could do. In this new chapter, Lieu says, she’s trying to identify the “biggest thing” she can be doing for the world in this moment. For now, she’s leaning toward working on economic inequality and reproductive health access, which she says are inextricably tied not only to each other but also to ecology and sustainability. If her past endeavors—from promoting the well-being of cats to pursuing cures for cancer—are any indication, any cause she devotes herself to will be lucky to have her. “She’s just somebody who gets things done,” says Ives.   And all the data on Lieu says that’s not going to change.

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Now is a good time for doing crime

Eons ago, in 2012, I had a weird experience. My iPhone suddenly shut down. When I restarted it, I found it was totally reset—clean, like a new device. This was the early days of iOS, so I wasn’t too concerned until I went to connect it to my computer to restore it from a backup. But when I flipped open the lid of my laptop, it too was mid-restart. And then, suddenly, the screen went gray. It was being remotely wiped. I turned on my iPad. It, too, had been wiped. I was being hacked.  Frantically, I shut down all my devices, unplugged everything connected to the internet in my house, turned off my router, and went next door to use my neighbors’ computer and find out what was going on. Deepening my panic, I realized hackers had also gained control of, and nuked, my Google account. Worse, they were in control of my Twitter, which they were gleefully using to spew all sorts of vile comments. It was nasty.  You have to remember, this was before all of us lived with a constant rain of text messages and emails designed to elicit the information necessary to pull something like this off. These crooks hadn’t brute-forced their way in, or used any sort of sophisticated techniques to gain access to my accounts. Instead, they had relied on publicly available information, and a fake credit card number, to socially engineer their way into my Amazon account, where they looked up the last four digits of my real credit card number. Then they used that information to get into Apple. And because that account was linked to my Gmail, and that to my Twitter, it gave them the keys to everything. But what really troubled me was what I learned as I followed up on my hack over the ensuing weeks and months: This kind of thing was, while still novel, becoming more common. Some version of what happened to me had happened to lots of other people. The kids who were responsible—it was a couple of kids—weren’t criminal masterminds. They had just found a gap, a place where a technology was now commonplace but its risks and exploitable surface areas weren’t yet fully understood. I just happened to have all my stuff in the gap. Today that gap might feature a crypto wallet or a deepfake of a loved one’s voice. (Or both.)
Crime changes. The goals stay the same—pursuit of value, pursuit of power—but new technologies create new vulnerabilities, new tactics, and new ways for perpetrators to evade discovery or capture. And the law necessarily lags behind. Relying not on innovation but on precedent, it is intentionally backward-looking and slow. That plodding consideration used to be how we protected our shared democratic society, how we protected each other from each other. But those same new technologies that have allowed crime to outpace law have also reenergized law enforcement and government—offering new ways to root out crime, to gather evidence, to surveil people. Think, for example, of how cold-case investigators tracked down the Golden State Killer years after his murders, using DNA samples and genealogy databases—launching a new era of DNA-powered investigations.  Technology has long made crime and its prosecution a game of cat and mouse. It sometimes calls into question the nature of crime itself. Unregulated behaviors, facilitated by technology, can exist in murky zones of dubious legality. (Until TikTok announced its new ownership structure, Apple and Google were both technically breaking the law by allowing the app to stay on their platforms, under the provisions of the Protecting Americans from Foreign Adversary Controlled Applications Act. Ah! Well. Nevertheless.) That tension is the key to our March/April issue. Thanks to technologies like cryptocurrency and off-the-shelf autonomous autopilots, there’s never been a better time to do crime. Thanks to pervasive surveillance and digital infrastructure, there’s never been a better time to fight it—sometimes at the expense of what we used to think of as fundamental civil rights.  I never pressed charges against the kids who hacked me. The biggest consequence of the hack was that Apple set up two-factor authentication in the following months, which felt like a win. Now I’m not sure anyone expects their personal data to be secure in any meaningful way. I’m certain, though, that somewhere on the net, a new generation of kids is coming up with another novel crime. 

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3 things Juliet Beauchamp is into right now

The only reality show that matters The Real Housewives of Salt Lake City is one of the best shows on television right now. Not one of the best reality TV shows, but one of the best TV shows, period. Chronicling a shifting group of wealthy women in and around Salt Lake, the show has featured a convicted felon whom federal agents came looking for while cameras were rolling, a church leader married to her step-grandfather, and a single mom in an exhausting on-again, off-again relationship with an Osmond. In one season, there was an ongoing argument between two cast members after one told the other that she “smelled like hospital.” Later, one woman was secretly running an anonymous gossip Instagram about her fellow housewives. We can debate the “reality” of reality television, and it’s certainly true that these characters and scenarios are far-fetched. But every single person is dealing with something relatable—difficult marriages, failing businesses, strained relationships with children, addiction. It’s entertainment, and high camp, but I find that I still have a lot of empathy for these people. The last good place(s) on Facebook Facebook sucks. That’s not controversial to say, right? But there is one reason I still have a Facebook account: my neighborhood Buy Nothing group. The spirit of community and camaraderie is alive and well there—and probably in yours, too. A non-exhaustive list of things I have given away: empty candle jars, a bookcase, used lightbulbs, unopened toiletries, bubble wrap. I’ve scored a few good things as well: a gorgeous antique dresser that I refinished, some over-the-door hooks, and brand-new jeans. It makes me happy to know that stuff that would’ve otherwise ended up in a landfill is bringing one of my neighbors joy. Going analog I used to wear an Apple Watch a lot. I’m a pretty active person, and I liked tracking my workouts and my steps. But after I’d had it for a while, my watch started dying in the middle of a 30-minute run; it became useless to me, and I gave it up completely. Guess what? I’m happier. I feel more present when I’m not checking how much time is left in a yoga class or reading texts during a long run. The amount of data it gathered about me was also stressing me out, and it wasn’t useful. And I don’t need a wearable to tell me how poorly I slept! Trust me, I already know.

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Listen to Earth’s rumbling, secret soundtrack

The boom of a calving glacier. The crackling rumble of a wildfire. The roar of a surging storm front. They’re the noises of the living Earth, music of this one particular sphere and clues to the true nature of these dramatic events. But as loud as all these things are, they emit even more acoustic energy below the threshold of human hearing, at frequencies of 20 hertz or lower. These “infrasounds” have such long wavelengths that they can travel around the globe as churning emanations of distant events. But humans have never been able to hear them. Until now, that is. Everyday Infrasound in an Uncertain World, a new album by the musician and artist Brian House, condenses 24 hours of these rumbles into 24 minutes of the most basic of bass lines, putting a new spin on the idea of ambient music. Sound, even infrasound, is really just variations in air pressure. So House built a set of three “macrophones,” tubes that funnel air into a barometer capable of taking readings 100 times a second. From the quiet woods of western Massachusetts, House can pick up what the planet is laying down. Then he speeds the recording up by a factor of 60 so that it’s audible to the wee ears of humans. “I am really interested in the layers of perception that we can’t access,” he says. “It’s not only low sound, but it’s also distant sound. That kind of blew my mind.” House’s album is art, but scientists made it possible. Barometers picked up the 1883 eruption of the South Pacific volcano Krakatoa as far away as London. And today, a global network of infrasound sensors helps enforce the nuclear test ban treaty. A few infrasound experts—like Leif Karlstrom, a volcanologist at the University of Oregon who uses infrasound to study Mount Kilauea in Hawaii—helped House set up his music-gathering array and better understand what he was hearing. “He’s highlighting interesting phenomena,” Karlstrom says, even though it’s impossible to tell exactly what is making each specific sound.  So how’s the actual music? It’s 24 minutes of an otherworldly chorus, alternating between low grumbling vibrations and soft ghostlike whispers. A high-pitched whistle? Could be a train, House says. An intense low-octave rattle? Maybe a distant thunderstorm or a shifting ocean current. “For me, it’s about the mystery of it,” he says. “I hope that’s a little bit unsettling.” But it also might connect someone listening to a wider—and deeper—world.  Monique Brouillette is a freelance writer based in Cambridge, Massachusetts.

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Innovation on the move

The Massachusetts Bay Trans­portation Authority moves hundreds of thousands of people across Greater Boston each day—thanks to a vast system of buses, trains, and ferries that depends on coordination among thousands of employees. In this storied transit system, history runs deep: The Green Line still passes through the country’s oldest subway tunnels, built beneath the Boston Common at the end of the 19th century. Yet the MBTA is remarkably willing to explore new approaches, too. That’s thanks in large part to a trio of MIT alumni: Katie Choe ’98, SM ’00; Melissa Dullea ’00; and Karti Subramanian, MBA ’17. Together, they’ve been helping redefine what innovation looks like in one of the nation’s longest-running transit systems. Choe in particular has been at the center of this push as the agency’s chief of staff since 2023, a position in which she took the lead in revamping organizational culture. She wrapped up her tenure at the T to become CEO of Virginia Railway Express (VRE) in January, but before leaving, she spoke to MIT Alumni News extensively about her role. Describing it as “owning everything and nothing at the same time,” Choe explained: “I’m here to make things happen. I find places where we have a sticky organizational knot that needs to be untied.” Dullea, the MBTA’s senior director of service planning, is in charge of the team responsible for planning and scheduling every bus route in the system as well as the Red, Orange, Green, and Blue Lines. Her group also determines where buses operate and adapts both train and bus service patterns as the region changes.
Subramanian, the MBTA’s senior director of rider tools, leads a team that manages the agency’s digital ecosystem: the website, real-time signage, and the MBTA Go app, which offers riders live transit information—including arrival times, vehicle tracking, and closure updates—for buses, trains, and ferries. Innovation, in Choe’s view, is a practical requirement in a system whose infrastructure dates back to the opening of the Tremont Street subway in 1897. There are old assets to maintain and modern expectations to meet, all with public resources that never stretch far enough. For years, she says, the instinct was to plan endlessly in hopes of pleasing everyone, only to end up pleasing no one because little actually moved forward. Resources were consumed by process rather than progress. 
The way out of that cycle was to rethink how projects are delivered, structure contracts differently, and streamline operations by relying more on in-house expertise. The result, she says, is an increasingly “can-do” culture that focuses less on drafting plans and more on producing results, a change she sees as essential to maintaining service reliability and supporting the region’s economic mobility. And while aging Red Line cars, which perform poorly in extreme cold, will continue to pose challenges until new cars replace them and planned service disruptions for needed repairs on all subway lines are ongoing, service is improving overall. Since spring 2024, the number of scheduled weekday trips on the Red, Orange, and Blue Lines has climbed steadily, thanks to extensive track repairs, new operating procedures, and the addition of more railcars.  The new innovation mindset—including the emphasis on faster, more efficient project delivery and cross-department collaboration—is likely to shape the MBTA for years to come. Innovation grounded in public service Choe has spent her career in the public sector, a choice she attributes partly to a sense of responsibility cultivated at MIT. “The big differentiator at MIT is that when you graduate, you graduate with an expectation that you are going to change the world,” she says.  After more than six years as chief engineer and director of construction management at Boston’s Department of Public Works, Choe joined the MBTA in early 2020. In 2023, she launched the Innovation Hub, an initiative that spotlights and promotes internal improvements, as part of the quest to deliver the best possible service to riders on the constrained budget of a public agency. “We need to constantly be thinking about how we can do that better,” she says. “How do we do it more efficiently? How do we actually keep our costs low, find new ways of doing things so that we can provide that service better for all of our riders?” She adds, “When people come to me with an idea, I try really hard to support them with moving it forward. That’s the innovative culture that we’re trying to instill.” The Innovation Hub gives employees a place to raise problems or suggest ideas and connects them with the partners and support needed to turn concepts into real projects. It also celebrates workforce creativity, hosting an annual Innovation Expo—a showcase similar to a poster session (“It’s essentially a science fair,” Choe says) that highlights projects from throughout the agency.  “The energy that was in the room was just palpable,” she says of the first Innovation Expo, held in the summer of 2024. It showcased 34 completed projects, from maintenance upgrades and redesigned processes to data tools that streamlined field operations. The projects led to faster hiring, better safety practices, and more agile planning for disruptions—and many improved the employee experience as much as the rider experience. Choe sees the two as inseparable. “The better our employees can perform, the more we take care of them, the better the service to our riders is,” she says.  “We should consider it normal and necessary for a transit agency to provide really accurate, really accessible, real-time information to its riders.” Karti Subramanian, MBA ’17 She also helped oversee a welcome improvement to the systemwide discount program that low-income passengers can use for all forms of transit, from the commuter rail to The Ride, the door-to-door rideshare program for people with disabilities. The MBTA built an efficient system that verifies riders’ eligibility through existing public benefit programs, allowing approvals in about 30 seconds. Other agencies have since asked to learn how it works.

Meanwhile, Choe devoted considerable energy to mentoring. She helped lead programs to support women in the agency, met with new employee cohorts, and advised early-career staff on navigating large institutions.  “I look for people who are willing to take risks and to put themselves out there,” she says. When she looks back at the things that have advanced her most in her own career, she adds, it’s “those moments that I’ve taken those risks.” For example, in 2022 she was asked to build and lead a team to transform the MBTA in response to findings from a Federal Transit Administration safety management inspection—and given 24 hours to decide whether she would. “It thrust me into the public spotlight with no room for failure,” she says. “The exposure to parts of the organization that I had had little interaction with and the forced fast learning curve set me up for the success of both the chief of staff role and my new position at VRE.” Rethinking the bus network Route planning and scheduling are at the heart of the rider experience. And in Dullea’s telling, this work is a complicated puzzle with many pieces.   First, the planners decide where bus routes run, how frequently buses and trains arrive, and where bus stops are located. Then the schedulers turn those plans into reality, constructing work assignments that keep service as dependable as possible within the constraints of collective bargaining agreements, rest rules, and bus availability. “The service planners are the architects of the schedules,” she says. “The schedulers are the builders.” The MBTA’s senior director of service planning, Melissa Dullea ’00, leads the team responsible for planning and scheduling every bus and subway route in the system.KEN RICHARDSON Dullea’s path to transit began at MIT, where she was introduced to the MBTA’s planning work, including efforts to relocate the Orange Line in the 1980s and projects like the Urban Ring, an efficient rapid-bus system that was once proposed as a way of connecting the outer “spokes” of MBTA lines to reduce congestion downtown and link Greater Boston’s booming residential and commercial areas. This sparked a growing interest in the field and ultimately led her to write her undergraduate thesis on the MBTA assessment formula, which determines how much each community in the service district contributes annually to the system’s operating budget. “I was like, ‘Wow, you can have a career in transit. This is amazing,’” she says. She joined the MBTA as a junior planner soon after graduating and now co-leads one of the agency’s largest planning efforts: the Bus Network Redesign (BNR), part of the broader Better Bus Project. “We’re not in an industry where you can move fast and break things. We want to have a focus on improving the customer experience.” Melissa Dullea ’00 The redesign began with a fundamental question: How can the bus network reflect where people need to go today? To find out, her team used anonymized cell-phone data to map the patterns of people’s travel by all modes—including public transit, driving, walking, and biking—and then weighted the data to prioritize communities that rely more on transit. They combined algorithmic modeling with human judgment, narrowing an estimated 14 million computer-generated corridors—potential pathways where demand suggested a bus route could run—into a workable network that would better meet observed travel demand. “We wanted to make sure that the bus network would be relevant for how people travel now, and not just how we’ve always done things,” she says.
And their methodology allowed them to improve upon their previous practice of checking for discrimination at the end of planning. “We were able to lead with equity,” she says.  The final plan nearly doubled the number of routes where buses run every 15 minutes or less and expanded coverage in Chelsea, Everett, Malden, and Revere. The Commonwealth recently recognized the project with an equity award.
When the pandemic led to a shortage of bus drivers, implementation paused. But Dullea’s team and others in the agency used the setback to rethink hiring, training, and job quality.  “We’ve been working to build back,” Dullea says. The ability to hire committed drivers—and keep them on the job—depends on providing a good work environment. “We’ve been doing a lot of work on just making the experience of being an operator better,” she says. For example, Dullea’s team helped redesign schedules that often saddled operators with long unpaid breaks in the middle of the day. By hiring part-timers who work a single peak period without a break, the T has reduced the average unpaid break time by half. Dullea’s MIT training prepared her for the challenge, teaching her to analyze complicated systems and follow her intellectual curiosity.  “When I was an undergrad, I just realized I loved cities,” she says. “And I was like, ‘How can I turn that love for the urban environment into a career and solve real-world problems that can help people?’” Building a better digital front door Subramanian founded a software company serving nonprofits before arriving at MIT for graduate school. His transition to government work—and eventually to the MBTA—was driven by a belief in public service and in government as a force for good. 
“I really wanted to serve the public sector in some way,” he says. Subramanian resists calling his work “innovation.” He sees it instead as delivering the basic information riders should expect from a modern transit system.  “We should consider it normal and necessary for a transit agency to provide really accurate, really accessible, real-time information to its riders,” he says. “Doing it might be new and different and require new ways of working.” At a large agency, achieving that goal is far from simple. To start, Subramanian embedded team members in the operations groups managing more than 170 bus routes and the four subway lines with an eye to building better dispatching tools. This work also created data feeds that his team made publicly available—and used to create the MBTA Go app. But before building it, they asked what value it could add in a world where riders already use Google Maps and third-party apps like Transit. The answer was operational insight. 
“We know more about MBTA operations than Google Maps does,” he says. “So we can publish insight into what’s happening that a third party like the Transit app that’s designing for 200 cities at a time, or Google Maps that’s designing for 200,000 cities at a time, will never think to show.” As senior director of rider tools, Karti Subramanian, MBA ’17, leads the team that manages the agency’s digital ecosystem.KEN RICHARDSON A key area where that kind of information pays off is accessibility—a defining focus for Subramanian, whose son has cerebral palsy. He’s partnered with the MBTA’s System-Wide Accessibility Department to create the Accessible Technology Program, which brings riders with disabilities into the design process.  His team conducts extensive user research, interviewing and riding alongside people who use mobility devices, depend on elevators, or have low vision, to understand the barriers they encounter on trains and buses and in stations. Through this hands-on approach, Subramanian’s team gains direct insight into the everyday obstacles riders face and how small design decisions can create or remove them. “For me, this twin personal/professional journey has been probably the most wonderful part of this job,” he says. “An amazing amount of work and leadership has gone into making the MBTA one of the—if not the—most accessible transit systems in the US.” The work is grounded in long institutional history. A landmark 2006 settlement under the Americans with Disabilities Act created a dedicated accessibility office within the MBTA, which continues to drive systemwide improvements. Subramanian attributes his approach in part to lessons from MIT about the public origins of much modern technology. “So much of the kind of now very tech-forward innovation … came from early government R&D,” he says.  To him, that lesson underscores the value of public service. “To do foundational things right in government actually is very high leverage,” he says, adding that it’s currently dramatically undervalued and underappreciated.  Improving within constraints Change at the MBTA unfolds within a highly regulated, risk-averse setting. “Innovation takes some acceptance of failure, and that’s hard in a public environment,” Choe says. “We’re aspirational but not reckless.” Most ideas under consideration, whether they’re crowding indicators on the Orange Line or wayfinding tools for riders with low vision, get tested in limited, clearly labeled trials. Dullea echoes the careful balance required in planning. “We’re not in an industry where you can move fast and break things,” she says. “We’re trying not to break things. We want to have a focus on improving the customer experience.” For Subramanian, the most significant challenges are often internal. His team works closely with operations groups, embedding technologists in bus garages and rail divisions to understand daily barriers. This partnership led to a mobile dispatching tool that replaced clipboards and a single-channel radio for managing nearly a thousand buses. It has also helped his group become deeply integrated across the agency, forming an increasingly connected, data-driven operation. “We’re really proud of the extent to which we have built trust within the organization to bring this product way of thinking to a different set of problems,” he says.  Advancing the economic engine of Greater Boston  Choe sees the transit agency as a public service and a key support for opportunity across the region.  “Many of our riders rely on the MBTA to get to their jobs, to get to their health-care appointments, to get to critical areas of their life,” she says. “If we cannot provide those services, then we’ve really shut them off from that economic mobility.” That responsibility directed her leadership. “Every single person is impacted on a daily basis by the work that I do,” she said in October. “Every improvement that I make is making someone’s life better, and that knowledge sits very deeply in my heart.” Despite the challenges, she remains optimistic about the MBTA’s future.  “We have so much buy-in right now from the governor and the legislature,” she said. “It’s allowing us to do things in a little bit bolder manner than what we have done in the past. So I think our future is really bright.” A culture of collaboration and aspiration The MBTA also benefited from a partnership that spanned more than a decade with MIT’s Transit Lab, which supported the agency’s work with data analysis and service evaluation. Researchers at the Transit Lab helped the T interpret CharlieCard data to understand travel patterns and contributed the analytical framework for the agency’s Service Delivery Policy, which defines how the MBTA measures its own performance.  Following the productive collaboration with the MIT Transit Lab, Choe sees potential to deepen the agency’s connection with the Institute if the MBTA joins the MIT Transit Research Consortium. Run by the Transit Lab and the MIT Mobility Initiative, the consortium includes both US and non-US transit agencies, and it offers members workshops as well as insights into MIT’s ongoing transit research. “There’s an opportunity there to figure out how to bridge the gap between amazing research work that’s happening and the on-the-ground applications of that research,” she says. At the moment, Choe says, the MBTA is investing in electrification and digital infrastructure and exploring AI-assisted maintenance—and sustaining a culture of openness to change will be key. The Innovation Hub is dividing into two branches, one supporting employee-driven ideas and another exploring emerging technologies like AI and autonomous systems. “People are already interested in this,” she says. “So why are we not harnessing that excitement?” Her work aimed to continue building a collaborative, curious workplace where new ideas translate into improved service. As she put it, “I want to work in an environment and a culture that is collaborative and aspirational all the time.” Her colleagues share that goal: to keep the MBTA evolving, grounded in public service, and positioned to deliver a modern system for Greater Boston.  “It’s not just that we have a plan on the shelf that says this is what we want to do,” she says. “It is what are we doing right now to build toward this best-in-class, amazing, modernized, incredible system that serves the Commonwealth of Massachusetts.” 

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A boost for manufacturing

Several years ago, Suzanne Berger was visiting a manufacturing facility in Ohio, talking to workers on the shop floor, when a machinist offered a thought that could serve as her current credo.  “Technology takes a step forward—workers take a step forward too,” the employee said.  Berger, to explain, is an MIT political scientist who for decades has advocated for the revitalization of US manufacturing. She has written books and coauthored reports about the subject, visited scores of factories, helped the issue regain traction in America, and in the process earned the title of Institute Professor, MIT’s highest faculty honor.  Over time, Berger has developed a distinctive viewpoint about manufacturing, seeing it as an arena where technological advances can drive economic growth and nimble firms can thrive. 
This stands in contrast to the view that manufacturing is a sunsetting part of the US economy, lagging behind knowledge work and service industries and no longer a prime source of jobs. To Berger, the sector might have suffered losses, but we should think about it differently now: Rather than being threatened by change, it can thrive on innovation. She is keenly interested in medium-size and small manufacturers, not just huge factories, given that 98% of US manufacturers have 500 or fewer employees. And she is interested, especially, in how technology can help them. Roughly one-tenth of US manufacturers use robots, for instance, a number that clearly disappoints her. 
Her focus on these smaller manufacturers is pragmatic. The US is not going to bring back textile manufacturing or steelmaking jobs anytime soon. And although the tech giants have made some concessions to domestic manufacturing, all major product lines from all tech companies are made largely overseas. Small and midsize firms may also have more opportunities to be flexible and innovative. And in the middle of Ohio, there it was, in a simple sentence: Technology takes a step forward—workers take a step forward too.  “I think workers do recognize that,” Berger says, sitting in her MIT office, with a view of East Cambridge out the window. “People don’t want to work on technologies of the 1940s. People do want to feel they’re moving to the future, and that’s what young workers also want. They want decent pay. They want to feel they’re advancing, the company is advancing, and they are somehow part of the future. That’s what we all want in jobs.” Now Berger is part of a new campus-­wide effort to do something tangible about these issues. She is a co-director of MIT’s Initiative for New Manufacturing (INM), launched in May 2025, which aims to reinvigorate the business of making things in the US. The idea is to enhance innovation and encourage companies to tightly link their innovation and production processes. This lets them rapidly fine-tune new products and new production technologies—and create good jobs along the way. “We want to work with firms big and small, in cities, small towns, and everywhere in between, to help them adopt new approaches for increased productivity,” MIT President Sally A. Kornbluth explained at the launch of INM. “We want to deliberately design high-quality, human-centered manufacturing jobs that bring new life to communities across the country.”  An unexpected product Whether she is examining data, talking to visitors about manufacturing, or venturing into yet another plant to look around and ask questions, Berger’s involvement with the Initiative for New Manufacturing is just the latest chapter in a fascinating, unpredictable career.  Once upon a time—her first two decades in academia—Berger was a political scientist who didn’t study either the US or manufacturing. She was a highly regarded scholar of French and European politics, whose research focused on rural workers, other laborers, and the persistence of political polarization. After growing up in New Jersey, she attended the University of Chicago and got her PhD from Harvard, where she studied with the famed political scientist Stanley Hoffmann.  Berger joined the MIT faculty in 1968 and soon began publishing extensively. Her 1972 book, Peasants Against Politics, argued that geographical political divisions in contemporary France largely replicated those seen at the time of the French Revolution. Her other books include The French Political System (1974) and Dualism and Discontinuity in Industrial Societies (1980), the latter written with the MIT economist Michael Piore. 

By the mid-1980s, Berger was a well-established, tenured professor who had never set foot in a factory. In 1986, however, she was named to MIT’s newly formed Commission on Industrial Productivity on the strength of her studies about worker politics and economic change. The commission was a multiyear study group examining broad trends in US industry: By the 1980s, after decades of postwar dominance, US manufacturing had found itself challenged by other countries, most famously by Japan in areas like automaking and consumer electronics.  US BUREAU OF LABOR STATISTICS Two unexpected things emerged from that group. One was a best-selling book. Made in America: Regaining the Productive Edge, coauthored by Michael Dertouzos, Richard Lester, and Robert Solow, rapidly sold 300,000 copies, a sign of how much industrial decline was weighing on Americans. Looking at eight industries, Made in America found, among other things, that US manufacturers overemphasized short-term thinking and were neglecting technology transfer—that is, they were missing chances to turn lab innovations into new products. The other unexpected thing to materialize from the Commission on Industrial Productivity was the rest of Suzanne Berger’s career. Once she started studying manufacturing in close empirical fashion, she never really stopped.  “MIT really changed me,” Berger told MIT News in 2019, referring to her move into the study of manufacturing. “I’ve learned a lot at MIT.” At first she started examining some of the US’s important competitors, including Hong Kong and Taiwan. She and Richard Lester co-edited the books Made by Hong Kong (1997) and Global Taiwan (2005), scrutinizing those countries’ manufacturing practices. Christopher Love, a co-director of MIT’s Initiative for New ManufacturingWEBB CHAPPELL Over time, though, Berger has mostly turned her attention to US manufacturing. She was a core player in a five-year MIT examination of manufacturing that led her to write How We Compete (2006), a book about why and when multinational companies start outsourcing work to other firms and moving their operations overseas. She followed that up by cochairing the MIT commission known as Production in the Innovation Economy (PIE), formed in 2010, which looked closely at US manufacturing, and coauthored the 2013 book Making in America, summarizing the ways manufacturing had started incorporating advanced technologies. Then she participated extensively in MIT’s Work of the Future study group, whose research concluded that while AI and other technologies are changing the workplace, they will not necessarily wipe out whole cohorts of employees. “Suzanne is amazing,” says Christopher Love, the Raymond A. (1921) and Helen E. St. Laurent Professor of Chemical Engineering at MIT and another co-­director of the Initiative for New Manufacturing. “She’s been in this space and thinking about these questions for decades. Always asking, ‘What does it look like to be successful in manufacturing? What are the requirements around it?’ She’s obviously had a really large role to play here on the MIT campus in any number of important studies.” 
“If I have a great idea for a new drug or food product … if I have to ship it off somewhere to figure out if I can make it or not, I lose time, I lose momentum, I lose financing.” Christopher Love “She always asks challenging questions and really values the collaboration between engineering and social science and management,” says John Hart, head of the MIT Department of Mechanical Engineering, director of the Center for Advanced Production Technologies, and the third co-director, with Berger and Love, of the Initiative for New Manufacturing. Moreover, Love adds, “the number of people she’s trained and mentored and brought along through the years reflects her commitment.” 
For instance, Berger was the PhD advisor of Richard Locke, currently dean of the MIT Sloan School of Management. Separately, she spent nearly two decades as director of MISTI, the MIT program that sends students abroad for internships and study. Basically, Berger’s footprints are all around MIT. And now, in her 80s, she is helping to lead the Initiative for New Manufacturing. Indeed, she came up with its name herself. The initiative raises a couple of questions. What is new in the world of US manufacturing? And what can MIT do to help it? Home alone To start with, the Initiative for New Manufacturing is an ongoing project designed to enhance many aspects of US manufacturing. Berger’s previous efforts ended in written summaries—which have helped shape public dialogue around manufacturing. But the new initiative was not designed with an endpoint in mind. Since last spring, the Initiative for New Manufacturing has signed up industry partners—Amgen, Autodesk, Flex, GE Vernova, PTC, Sanofi, and Siemens—with which it may collaborate on manufacturing advances. It has also launched a 12-month certificate program, the Technologist Advanced Manufacturing Program (TechAMP), in partnership with six universities, community colleges, and technology centers. The courses, held at the partner institutions, give manufacturing employees and other students the chance to study basic manufacturing principles developed at MIT.  “We hope that the program equips manufacturing technologists to be innovators and problem-solvers in their organizations, and to effectively deploy new technologies that can improve manufacturing productivity,” says Hart, an expert in, among other things, 3D printing, an area where firms can find new manufacturing applications. But to really grasp what MIT can do today, we need to look at how manufacturing in the US has shrunk. 
The first few decades after World War II were a golden age of American manufacturing. The country led the world in making things, and the sector accounted for about a quarter of US GDP throughout the 1950s. In recent years, that figure has hovered around 10%.  In 1959 there were 15 million manufacturing jobs in the US. By 1979, the rapidly growing country had around 20 million such jobs, even as the economy was diversifying. But the 1980s and the first decade of the 2000s saw big losses of manufacturing jobs, and there are about 12.8 million in the US today. As even Berger will acknowledge, the situation is not going to turn around instantly.  “Manufacturing at the moment is really still in decline,” she says. “The number of workers has gone down, and investment in manufacturing has actually gone down over the last year.” 
As she sees it, diminished manufacturing capacity is a problem for three big reasons: It hurts a country’s general innovation capacity, it makes it harder to respond to times of need (such as pandemics), and it’s bad for national security.  “If you look at what the defense industrial base is in the United States, it is the same industrial base we’re talking about, with old technology,” she says. That is, defense technology comes from the same firms that haven’t updated their production methods lately. “Our national security is sitting on top of a worn-out industrial base,” Berger says, adding: “It’s a very stark picture.”  However, the first point—that manufacturing more makes a country more innovative—is the most essential conclusion she has developed on this subject. Production and innovation go better together. The ability to make things stems from innovation, but our useful advances are not just abstract lab discoveries. They often get worked out while we produce stuff.  “Innovation is closely connected to production, and if we outsource and offshore all our production, we’re also offshoring and outsourcing our innovation capabilities,” Berger says. “If we go back 40 years, the whole manufacturing landscape has changed in ways that are very detrimental to the US capabilities. The great American companies of 40 years ago were all vertically integrated and did everything from basic R&D through sales.” Think of General Electric, IBM, and DuPont.  Berger continues: “There was a technological disruption in the late 1980s and early 1990s, when people discovered it was possible to separate design and production. In the past, if you were making wafers, the chip designer and the engineer who figured out how to make the chip had to be together in the same plant. Once you were able to send that all as a digital file over the internet, you could separate those things. That’s what made outsourcing and offshoring more feasible.” Meanwhile, seeing the possibilities of offshoring, markets started punishing big firms that didn’t pare down to their “core competency.” Companies like AT&T and Xerox used to run famous research departments. That is no longer how such firms work. “DuPont closed the basic research labs that discovered nylon,” Berger notes. But back in the 1930s, DuPont was able to move that material from the lab to the market within five years, building a factory that quickly scaled up production of wildly popular nylon stockings. “The picture looked a little different,” she says.  Indeed, she says, “we had a radical change in the structure of companies. With the collapse of the vertically integrated companies, huge holes opened up in the industrial ecosystem.” Major companies that did their own research, trained workers, and manufactured in the US had spillover effects, producing the advances and the skilled, talented workers who populated the whole manufacturing ecosystem. “Once the big firms were no longer doing those activities, other companies were left home alone,” Berger says, meaning they were unable to afford research activities or generate as many advances. “All of this explains the state we see in manufacturing today. The big question is, how do we rebuild this?” “Innovation can come from anywhere” Over a decade ago, Christopher Love received a US Department of Defense grant to develop a small, portable system for creating biologic drugs, which are made from living organisms or their products. The idea was to see if such a device could be taken out onto the battlefield. The research was promising enough for Love to cofound a startup, Sunflower Therapeutics, that focuses on small-scale protein production for biopharmaceutical manufacturing and other medical applications. One might characterize the original project as either a piece of military equipment or a medical advance. It’s also a case study in new manufacturing.  John Hart, a co-director of MIT’s Initiative for New ManufacturingM SCOTT BRAUER After all, Love and his colleagues created a new method for making batches of certain types of drugs. That’s manufacturing; it’s an innovation leading directly to production, and the small size of the operation means it won’t get shipped overseas. And, as Love enjoys pointing out, his team’s innovation is hardly the first case of using living cells to make a product for nearby consumption. Your local craft brewery is actually a modestly sized manufacturer that won’t be shipping its jobs overseas either.  “The emerging generation of manufacturing has this new equilibrium between automation (machines, robots), human work, and software and data.” John Hart “Innovation can come from anywhere,” Love says. “What you really need is access to production. This is something Suzanne has been thinking about for a long time—that proximity. The same thing can happen in biomanufacturing. If I have a great idea for a new drug or food product or new material, if I have to ship it off somewhere to figure out if I can make it or not, I lose time, I lose momentum, I lose financing. I need that manufacturing to be super close.” New manufacturing can come in multiple forms and, yes, can include robots and other forms of automation. The issue is complex. Robots do replace workers, in the aggregate. But if they increase productivity, firms that are early adopters of robots grow more than other firms and employ more people, as economic studies in France, Spain, and Canada have shown. The wager is that a sensible deployment of robots leads to more overall growth. Meanwhile, US firms added more than 34,000 robots in workplaces in 2024; China added nearly 300,000. Berger hopes US firms won’t be technology laggards, as that could lead to an even steeper decline in the manufacturing sector. Instead, she encourages manufacturers to use robots productively to stay ahead of the competition.  “The emerging generation of manufacturing has this new equilibrium between automation (machines, robots), human work, and software and data,” Hart says. “A lot of the interesting opportunities in manufacturing, I think, come from the combination of those capabilities to improve productivity, improve quality, and make manufacturing more flexible.” Another form of new manufacturing may happen at firms that, like the old heavyweight corporations, see value in keeping research and development in-house. At the Initiative for New Manufacturing launch event in May, one of the speakers was JB Straubel, founder of Redwood Materials, which recycles rechargeable batteries. The company has figured out how to extract materials like cobalt, nickel, and lithium, which otherwise are typically mined. To do so, the company has had to develop a variety of new industrial processes—again, one of the keys to reviving manufacturing here. “Whether you’re building a new machine or trying a new process … acquiring a new technology is one of the most important ways a company can innovate,” Berger says. Although she acknowledges that “innovation is risky, and everything does not succeed,” she points out that “a single focus on optimization [in firms] has not served us well.” Manufacturing success stories  The future of US manufacturing, then, can take many forms. But Berger, when she visits factories, is consistently struck by the vintage machines often on display. She tells the story of a manufacturer she visited within the last couple of years that not only uses milling machines made during World War II but buys them up when other firms in the field discard them.  “If you have all old equipment, your productivity is going to be low, your profits are going to be low, you’ll want low-skill workers, and you’re only going to be able to pay low wages,” she says. “And each one of those features reinforces the others. It’s like a dead-end trap.” But things don’t need to be this way, Berger believes. And in some places, she visits firms that represent manufacturing success stories.  “The idea that Americans don’t like manufacturing, that it’s dirty and difficult—I think this is totally [wrong],” she says. “Americans really do like making things with their hands, and Americans do think we ought to have manufacturing. Whenever I’ve been in a plant where it seems well run—and the owners, the managers, are proud of their workers and recognize their accomplishments, and people are respected—people seem pleased about having those jobs.” Flash back to the exchange Berger had with that worker in Ohio, and the vision for the Initiative for New Manufacturing falls further into place: Technological change has a key role to play in creating that kind of work. Okay, US manufacturing may not be overhauled overnight. It will take an effort to change it, one midsize manufacturer after another. But getting that done seems vital for Americans in Ohio, in Massachusetts, and all over.   “We really see a moral imperative,” Berger says, “which is to be able to reach out to the whole country to try to rebuild manufacturing.”

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Using big data for good

A photogenic green-eyed Russian Blue named Petra might just be the world’s most sequenced cat. Petra was rescued from an animal shelter in Reno, Nevada, by Charlie Lieu, MBA ’05, SM ’05, a data whiz, serial entrepreneur, investor, and cofounder of Darwin’s Ark, a community science nonprofit focused on pet genetics. Since becoming Lieu’s furry friend, Petra has had her DNA fully sequenced six times and extracted nearly 60 times, all in the name of science.  Petra is just one of more than 67,000 cats and dogs whose information has been entered by their human caretakers into the Darwin’s Ark databases, which the organization’s researchers and collaborators are using to try to better understand pet health and behavior. Since its founding in 2018, Darwin’s Ark has helped researchers probe everything from cancer to sociability to whether or not trainability is inherited, allowing them to debunk stereotypes about dog breeds and investigate similarities between complex diseases in humans and animals.  Petra is always ready for a close-up.COURTESY OF CHARLIE LIEU DNA testing for dogs  is common at this point, with multiple for-profit companies offering to break down your pet’s breed background for a fee. But Lieu and her Darwin’s Ark cofounder, Elinor K. Karlsson, wanted to go beyond offering individualized DNA reports and invite humans to participate in surveys about how their pets play and socialize, and even whether or not they get the zoomies right after using the litter box. This approach pairs DNA with vast amounts of behavioral data collected by the people who know these animals best, thus harnessing the power of humans’ love for their pets to advance cutting-­edge science.  In the process, Darwin’s Ark has solved a problem that is often an obstacle in human medicine: how to get the enormous quantity of data needed to actually understand, and eventually solve, medical problems. 
It was this problem that initially interested Lieu, who is chief of research operations for Darwin’s Ark, in pet genetics. Lieu spent some of the early, formative years of her career working on the Human Genome Project at the Broad Institute, where she first collaborated with Karlsson—and remembers sleeping under her desk in the late ’90s while “babysitting” servers in case they needed to be rebooted in the middle of the night. For many years, her North Star was cancer research: Her mom had died of cancer, “nearly everyone” on her mom’s side of the family got cancer at some point, and Lieu herself had her first of multiple tumors removed at age 17.  Researchers used data collected by Darwin’s Ark to show that just 9% of variations in dog behavior can be predicted by breed. Throughout her nearly 30 years working with the Broad and other initiatives related to such research, Lieu has often felt struck by how difficult it is to study complex diseases like cancer. Gathering extensive data about people while maintaining their legally mandated privacy can be tricky, as is getting them to participate in strict protocols over the course of many years (an issue she has also experienced from the other side, since she is enrolled in multiple longitudinal studies).
About a decade ago, Lieu reconnected with Karlsson, who had moved on from the Human Genome Project to work on animal genetics and was engaging with pet owners in her research. Karlsson bemoaned how hard it was to get the large-scale genomic data needed to advance scientific understanding, and something clicked. What if they could tap into Lieu’s expertise with big data platforms and her experience starting nonprofits to collect genomic data from pets as a proxy for understanding complex diseases and behavior? “We talked a lot about how we [might] enable a platform that could help us collect the right kinds of data at the level that’s necessary in order to do the kinds of science that the world needs,” Lieu says. That might be hard with humans, but “everybody wants to talk about their dogs and cats, right?” Thus Darwin’s Ark was born. Initially it focused on dogs, and using its data, Karlsson and a team from the Broad and elsewhere were able to demonstrate that just 9% of variations in behavior can be predicted by breed—much less than people might think. Lieu hopes the finding will help certain much-­maligned breeds such as pit bulls, which tend to be adopted at lower rates and sometimes are even put down on the basis of faulty assumptions about their behavior.  But the work Darwin’s Ark is doing isn’t just helping pets—it could benefit humans, too, as researchers increasingly probe the links between human and animal cancers.  Darwin’s Ark initially focused on collecting DNA data from dogs; the nonprofit also invites humans to take part in surveys on such things as how their pets play and socialize.GETTY IMAGES “We were involved in some early dog work in cancer, where we collaborated with another group to understand whether or not you could take a blood draw and figure out whether or not the animal has cancer,” says Lieu. “Turns out you could. And in the last couple of years, an FDA-approved test has been available for humans to figure out whether or not you have lung cancer. All that work started in dogs, so you could start to see the power of doing something in animals that then impacts human health.” Darwin’s Ark broadened its focus to cats in 2024, and while it’s too soon for any results, even the research methods are proving interesting. The usual way to extract DNA from a living animal is by swabbing the inside of a cheek. Dogs don’t mind the process, but cats are not as amenable to having things stuck in their mouths. Nor do cats appreciate having hairs plucked out with their follicles, another potential source of DNA for sequencing. So Chad Nusbaum, PhD ’91, another Human Genome Project colleague that Lieu recruited, helped the Darwin’s Ark team figure out how to effectively extract DNA from fur or hair that has been shed—a big breakthrough for the field. (This means, in practice, that cats’ DNA is collected by brushing their fur. Now the cats “not only don’t mind sample collection—some of them really enjoy it,” Nusbaum says with a laugh.)  That’s good for cats, but it could also have far-reaching implications in the world of conservation, where obtaining DNA from endangered or sensitive animals via blood or skin samples can be prohibitively difficult or distressing to the animals. Being able to rely instead on a few strands of naturally shed hair could unlock new frontiers for conservationists working with sensitive species. The knowledge that progress on such crucial issues could come from inside or outside the organization was what led Lieu and Karlsson to structure Darwin’s Ark as a nonprofit and make its data available for free to researchers outside commercial settings. While it already periodically shares its sequence data in various public repositories, those repositories are managed by different entities, making it more difficult for scientists to use the information. So researchers must often write in, explain what they’re trying to do, and put in a custom request.Darwin’s Ark just got a grant that will allow it to begin building a public portal for the data, making it far easier for researchers to access, match, and use. “Our hope is that we would be able to create a data set that scientists around the world would be able to leverage to elucidate whatever it is that they’re doing,” Lieu says. “Whether you’re a cancer scientist or a neurological scientist or an immunology-focused scientist, any number of complex disease areas could be helped by having very massive data sets.”

For Lieu, Darwin’s Ark is but the latest line in a long and wide-ranging résumé that includes stints at Amazon and NASA. “The thread that ties it all together is big data,” she says. After living and breathing data in her work on the Human Genome Project, Lieu tackled a very different big data challenge at Amazon on a team that collected data on warehouse fulfillment. Drawing on her biological sciences background, she developed an evolutionary algorithm for outbound logistics that made it possible—without constantly analyzing the data—to dynamically optimize storage and dramatically lower fulfillment costs.  The founder or cofounder of at least a dozen ventures to date, she built on her experience at Amazon with her most recent startup, a logistics company called AirTerra that helps e-commerce retailers streamline delivery by bringing together highly fragmented last-mile shipping providers under one umbrella. Officially founded in 2020, it quickly achieved unicorn status and was acquired by the fashion company American Eagle Outfitters in 2021. While Lieu chalks some of that success up to luck (“You start a shipping and logistics organization in the pandemic—of course you’re going to get acquired”), her cofounder Brent Beabout, MBA ’02, is quick to point to the skill and work ethic that made her “luck” possible.  Besides being “highly collaborative” and “super knowledgeable,” Lieu gave her all in a way that set her apart, according to Beabout. “She is a passionate person,” he says. “I’ve never seen a person that worked as many hours as Charlie did … I don’t think she ever slept.” Lieu jokes that she’s in a “midlife crisis” as she sorts out what to do next, because there’s so much she could do. So she’s looking for the “biggest thing” she can do for the world. Though Lieu has made out well as an entrepreneur, she grew up “well below the poverty line.” Both those experiences shaped the kind of investor she’s become: one who is distinctly interested in helping other entrepreneurs confront barriers. “I wanted to look back on all the obstacles that I had faced coming up,” she says. “Not just as a woman, not just as a person of color, but [also] the economic barriers of not having the network, not being able to access other people who have been successful, not even understanding the basics of financial markets.” To that end, she’s spent much of her career trying to give back through mentorship and direct investment in ventures started by founders from underrepresented backgrounds. Her passion for social causes doesn’t end there. Lieu has also volunteered with her local trails association and served on a wide range of boards near her home in the Seattle area. In the mid 2010s, an outdoors-focused organization where she was on the board came under fire for having given a platform to a rock climber who had been credibly accused of sexual assault. As a climber herself, Lieu had assumed that sexual assault wasn’t a major problem in those circles—but, being data-minded as always, she came up with a plan to conduct a survey about the issue while protecting respondents’ anonymity. Lieu on a hike with her goddaughter, Mary Ann Seek (center), and Darwin’s Ark cofounder Elinor Karlsson.COURTESY OF CHARLIE LIEU That survey grew into SafeOutside, a grassroots movement focusing on combating sexual assault in the outdoors community. After parsing the data—and realizing just how widespread the problem was—Lieu spent years interviewing individual survivors about their experiences and eventually partnered with Alpinist magazine to publicize and share the results of the survey. Beyond sparking much-needed conversation, the initiative turned out to be instrumental in getting Charlie Barrett, a once-celebrated professional climber, put behind bars. He is now serving a life sentence after his conviction for repeatedly sexually assaulting a female climber at Yosemite National Park. Three additional women testified at his trial that they had also been sexually assaulted by Barrett. Katie Ives, the editor Lieu worked with on the project at Alpinist, remembers being impressed by Lieu’s “sense of caring and compassion and her determination to amplify the voices of people who have been marginalized by history or by the climbing community.” She describes Lieu as a person “whose life is very much driven by a sense of ethical purpose.” At first Lieu worked on SafeOutside quietly; fearing professional repercussions, she asked that her name be omitted or mentioned only in passing in reporting on the project. She reasoned that the subject made people uncomfortable. But in early 2025, she began to discuss it more openly. “That’s actually part of the problem, right? People who have status refusing to talk about an issue that’s so prevalent,” she says. Today, she’s more outspoken than ever and wants to encourage others with any kind of social clout to speak up as well.
In some ways, this reevaluation of her approach reflects the crossroads at which Lieu now finds herself. After years of starting new ventures, serving on seemingly endless boards, and typically getting by on three to five hours of sleep a night, she’s finally taking a step back: saying no to board positions, pressing pause on new venture ideas, and even hiring a team that allows her to pass off more of her Darwin’s Ark work to other people. Lieu has always liked—and is especially good at—shepherding new companies through the startup and early growth stages. So she’s been recruiting a new leadership team to take over the reins as Darwin’s Ark prepares for its next phase of growth. She’s aiming to step away from day-to-day operations this spring and will remain a board member and active advisor—and jokes that she’s in a sort of “midlife crisis” at age 50 as she tries to sort out what to do next, because there’s so much she could do. In this new chapter, Lieu says, she’s trying to identify the “biggest thing” she can be doing for the world in this moment. For now, she’s leaning toward working on economic inequality and reproductive health access, which she says are inextricably tied not only to each other but also to ecology and sustainability. If her past endeavors—from promoting the well-being of cats to pursuing cures for cancer—are any indication, any cause she devotes herself to will be lucky to have her. “She’s just somebody who gets things done,” says Ives.   And all the data on Lieu says that’s not going to change.

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Energy Secretary Keeps Critical Generation Online in Mid-Atlantic

Emergency order keeps critical generation online and addresses critical grid reliability issues facing the Mid-Atlantic region of the United States WASHINGTON—U.S. Secretary of Energy Chris Wright issued an emergency order to address critical grid reliability issues facing the Mid-Atlantic region of the United States. The emergency order directs PJM Interconnection, L.L.C. (PJM), in coordination with Constellation Energy Corporation, to ensure Units 3 and 4 of the Eddystone Generating Station in Pennsylvania remain available for operation and to employ economic dispatch to minimize costs for the American people. The units were originally slated to shut down on May 31, 2025. “The energy sources that perform when you need them most are inherently the most valuable—that’s why natural gas and oil were valuable during recent winter storms,” Secretary Wright said. “Hundreds of American lives have likely been saved because of President Trump’s actions keeping critical generation online, including this Pennsylvania generating station which ran during Winter Storm Fern. This emergency order will mitigate the risk of blackouts and maintain affordable, reliable, and secure electricity access across the region.” The Eddystone Units were integral in stabilizing the grid during Winter Storm Fern. Between January 26-29, the units ran for over 124 hours cumulatively, providing critical generation in the midst of the energy emergency. As outlined in DOE’s Resource Adequacy Report, power outages could increase by 100 times in 2030 if the U.S. continues to take reliable power offline. Furthermore, NERC’s 2025 Long-Term Reliability Assessment warns, “The continuing shift in the resource mix toward weather-dependent resources and less fuel diversity increases risks of supply shortfalls during winter months.” Secretary Wright ordered that the two Eddystone Generating Station units remain online past their planned retirement date in a May 30, 2025 emergency order. Subsequent orders were issued on August 28, 2025 and November 26, 2025. Keeping these units operational

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Insights: Venezuela – new legal frameworks vs. the inertia of history

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Eni makes Calao South discovery offshore Ivory Coast

@import url(‘https://fonts.googleapis.com/css2?family=Inter:[email protected]&display=swap’); a { color: var(–color-primary-main); } .ebm-page__main h1, .ebm-page__main h2, .ebm-page__main h3, .ebm-page__main h4, .ebm-page__main h5, .ebm-page__main h6 { font-family: Inter; } body { line-height: 150%; letter-spacing: 0.025em; font-family: Inter; } button, .ebm-button-wrapper { font-family: Inter; } .label-style { text-transform: uppercase; color: var(–color-grey); font-weight: 600; font-size: 0.75rem; } .caption-style { font-size: 0.75rem; opacity: .6; } #onetrust-pc-sdk [id*=btn-handler], #onetrust-pc-sdk [class*=btn-handler] { background-color: #c19a06 !important; border-color: #c19a06 !important; } #onetrust-policy a, #onetrust-pc-sdk a, #ot-pc-content a { color: #c19a06 !important; } #onetrust-consent-sdk #onetrust-pc-sdk .ot-active-menu { border-color: #c19a06 !important; } #onetrust-consent-sdk #onetrust-accept-btn-handler, #onetrust-banner-sdk #onetrust-reject-all-handler, #onetrust-consent-sdk #onetrust-pc-btn-handler.cookie-setting-link { background-color: #c19a06 !important; border-color: #c19a06 !important; } #onetrust-consent-sdk .onetrust-pc-btn-handler { color: #c19a06 !important; border-color: #c19a06 !important; } Eni SPA discovered gas and condensate in the Murene South-1X exploration well in Block CI-501, Ivory Coast. The well is the first exploration in the block and was drilled by the Saipem Santorini drilling ship about 8 km southwest of the Murene-1X discovery well in adjacent CI-205 block. The well was drilled to about 5,000 m TD in 2,200 m of water. Extensive data acquisition confirmed a main hydrocarbon bearing interval in high-quality Cenomanian sands with a gross thickness of about 50 m with excellent petrophysical properties, the operator said. Murene South-1X will undergo a full conventional drill stem test (DST) to assess the production capacity of this discovery, named Calao South. Calao South confirms the potential of the Calao channel complex that also includes the Calao discovery. It is the second largest discovery in the country after Baleine, with estimated volumes of up to 5.0 tcf of gas and 450 million bbl of condensate (about 1.4 billion bbl of oil). Eni is operator of Block CI-501 (90%) with partner Petroci Holding (10%).

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CFEnergía to supply natural gas to low-carbon methanol plant in Mexico

CFEnergía, a subsidiary of Mexico’s Federal Electricity Commission (CFE), has agreed to supply natural gas to Transition Industries LLC for its Pacifico Mexinol project near Topolobampo, Sinaloa, Mexico. Under the signed agreement, which enables the start of Pacifico Mexinol’s construction phase, CFEnergía will supply about 160 MMcfd of natural gas for an unspecified timeframe noted as “long term,” Transition Industries said in a release Feb. 16. The natural gas—to be sourced from the US and supplied at market prices via existing infrastructure—will be used as “critical input for Mexinol’s production of ultra-low carbon methanol,” the company said. Pacifico Mexinol The $3.3-billion Mexinol project, when it begins operations in late 2029 to early 2030, is expected to be the world’s largest ultra-low carbon chemicals plant with production of about 1.8 million tonnes of blue methanol and 350,000 tonnes of green methanol annually. Supply is aimed at markets in Asia, including Japan, while also boosting the development of the domestic market and the Mexican chemical industry. Mitsubishi Gas Chemical has committed to purchasing about 1 million tonnes/year of methanol from the project, about 50% of the project’s planned production. Transition Industries is jointly developing Pacifico Mexinol with the International Finance Corporation (IFC), a member of the World Bank Group. Last year, the company signed a contingent engineering, procurement, and construction (EPC) contract with the consortium of Samsung E&A Co., Ltd., Grupo Samsung E&A Mexico SA de CV, and Techint Engineering and Construction for the project. MAIRE group’s technology division NextChem, through its subsidiary KT TECH SpA, also signed a basic engineering, critical and proprietary equipment supply agreement with Samsung E&A in connection with its proprietary NX AdWinMethanol®Zero technology supply to the project.

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North Atlantic’s Gravenchon refinery scheduled for major turnaround

Canada-based North Atlantic Refining Ltd. France-based subsidiary North Atlantic France SAS is undertaking planned maintenance in March at its North Atlantic Energies-operated 230,000-b/d Notre-Dame-de-Gravenchon refinery in Port-Jérôme-sur-Seine, Normandy. Scheduled to begin on Mar. 3 with the phased shutdown of unidentified units at the refinery, the upcoming turnaround will involve thorough inspections of associated equipment designed for continuous operation, as well as unspecified works to improve energy efficiency, environmental performance, and overall competitiveness of the site, North Atlantic Energies said on Feb. 16. Part of the operator’s routine maintenance program aimed at meeting regulatory requirements to ensure the safety, compliance, and long-term performance of the refinery, North Atlantic Energies said the scheduled turnaround will not interrupt product supplies to customers during the shutdown period. While the company confirmed the phased shutdown of units slated for work during the maintenance event would last for several days, the operator did not reveal a definitive timeline for the entire duration of the turnaround. Further details regarding specific works to be carried out during the major maintenance event were not revealed. The upcoming turnaround will be the first to be executed under North Atlantic Group’s ownership, which completed its purchase of the formerly majority-owned ExxonMobil Corp. refinery and associated petrochemical assets at the site in November 2025.

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Azule Energy starts Ndungu full field production offshore Angola

Azule Energy has started full field production from Ndungu, part of the Agogo Integrated West Hub Project (IWH) in the western area of Block 15/06, offshore Angola. Ndungo full field lies about 10 km from the NGOMA FPSO in a water depth of around 1,100 m and comprises seven production wells and four injection wells, with an expected production peak of 60,000 b/d of oil. The National Agency for Petroleum, Gas and Biofuels (ANPG) and Azule Energy noted the full field start-up with first oil of three production wells. The phased integration of IWH, with Ndungu full field producing first via N’goma FPSO and later via Agogo FPSO, is expected to reach a peak output of about 175,000 b/d across the two fields. The fields have combined estimated reserves of about 450 million bbl. The Agogo IWH project is operated by Azule Energy with a 36.84% stake alongside partners Sonangol E&P (36.84%) and Sinopec International (26.32%).   

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Microsoft will invest $80B in AI data centers in fiscal 2025

And Microsoft isn’t the only one that is ramping up its investments into AI-enabled data centers. Rival cloud service providers are all investing in either upgrading or opening new data centers to capture a larger chunk of business from developers and users of large language models (LLMs).  In a report published in October 2024, Bloomberg Intelligence estimated that demand for generative AI would push Microsoft, AWS, Google, Oracle, Meta, and Apple would between them devote $200 billion to capex in 2025, up from $110 billion in 2023. Microsoft is one of the biggest spenders, followed closely by Google and AWS, Bloomberg Intelligence said. Its estimate of Microsoft’s capital spending on AI, at $62.4 billion for calendar 2025, is lower than Smith’s claim that the company will invest $80 billion in the fiscal year to June 30, 2025. Both figures, though, are way higher than Microsoft’s 2020 capital expenditure of “just” $17.6 billion. The majority of the increased spending is tied to cloud services and the expansion of AI infrastructure needed to provide compute capacity for OpenAI workloads. Separately, last October Amazon CEO Andy Jassy said his company planned total capex spend of $75 billion in 2024 and even more in 2025, with much of it going to AWS, its cloud computing division.

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John Deere unveils more autonomous farm machines to address skill labor shortage

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Self-driving tractors might be the path to self-driving cars. John Deere has revealed a new line of autonomous machines and tech across agriculture, construction and commercial landscaping. The Moline, Illinois-based John Deere has been in business for 187 years, yet it’s been a regular as a non-tech company showing off technology at the big tech trade show in Las Vegas and is back at CES 2025 with more autonomous tractors and other vehicles. This is not something we usually cover, but John Deere has a lot of data that is interesting in the big picture of tech. The message from the company is that there aren’t enough skilled farm laborers to do the work that its customers need. It’s been a challenge for most of the last two decades, said Jahmy Hindman, CTO at John Deere, in a briefing. Much of the tech will come this fall and after that. He noted that the average farmer in the U.S. is over 58 and works 12 to 18 hours a day to grow food for us. And he said the American Farm Bureau Federation estimates there are roughly 2.4 million farm jobs that need to be filled annually; and the agricultural work force continues to shrink. (This is my hint to the anti-immigration crowd). John Deere’s autonomous 9RX Tractor. Farmers can oversee it using an app. While each of these industries experiences their own set of challenges, a commonality across all is skilled labor availability. In construction, about 80% percent of contractors struggle to find skilled labor. And in commercial landscaping, 86% of landscaping business owners can’t find labor to fill open positions, he said. “They have to figure out how to do

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2025 playbook for enterprise AI success, from agents to evals

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More 2025 is poised to be a pivotal year for enterprise AI. The past year has seen rapid innovation, and this year will see the same. This has made it more critical than ever to revisit your AI strategy to stay competitive and create value for your customers. From scaling AI agents to optimizing costs, here are the five critical areas enterprises should prioritize for their AI strategy this year. 1. Agents: the next generation of automation AI agents are no longer theoretical. In 2025, they’re indispensable tools for enterprises looking to streamline operations and enhance customer interactions. Unlike traditional software, agents powered by large language models (LLMs) can make nuanced decisions, navigate complex multi-step tasks, and integrate seamlessly with tools and APIs. At the start of 2024, agents were not ready for prime time, making frustrating mistakes like hallucinating URLs. They started getting better as frontier large language models themselves improved. “Let me put it this way,” said Sam Witteveen, cofounder of Red Dragon, a company that develops agents for companies, and that recently reviewed the 48 agents it built last year. “Interestingly, the ones that we built at the start of the year, a lot of those worked way better at the end of the year just because the models got better.” Witteveen shared this in the video podcast we filmed to discuss these five big trends in detail. Models are getting better and hallucinating less, and they’re also being trained to do agentic tasks. Another feature that the model providers are researching is a way to use the LLM as a judge, and as models get cheaper (something we’ll cover below), companies can use three or more models to

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OpenAI’s red teaming innovations define new essentials for security leaders in the AI era

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More OpenAI has taken a more aggressive approach to red teaming than its AI competitors, demonstrating its security teams’ advanced capabilities in two areas: multi-step reinforcement and external red teaming. OpenAI recently released two papers that set a new competitive standard for improving the quality, reliability and safety of AI models in these two techniques and more. The first paper, “OpenAI’s Approach to External Red Teaming for AI Models and Systems,” reports that specialized teams outside the company have proven effective in uncovering vulnerabilities that might otherwise have made it into a released model because in-house testing techniques may have missed them. In the second paper, “Diverse and Effective Red Teaming with Auto-Generated Rewards and Multi-Step Reinforcement Learning,” OpenAI introduces an automated framework that relies on iterative reinforcement learning to generate a broad spectrum of novel, wide-ranging attacks. Going all-in on red teaming pays practical, competitive dividends It’s encouraging to see competitive intensity in red teaming growing among AI companies. When Anthropic released its AI red team guidelines in June of last year, it joined AI providers including Google, Microsoft, Nvidia, OpenAI, and even the U.S.’s National Institute of Standards and Technology (NIST), which all had released red teaming frameworks. Investing heavily in red teaming yields tangible benefits for security leaders in any organization. OpenAI’s paper on external red teaming provides a detailed analysis of how the company strives to create specialized external teams that include cybersecurity and subject matter experts. The goal is to see if knowledgeable external teams can defeat models’ security perimeters and find gaps in their security, biases and controls that prompt-based testing couldn’t find. What makes OpenAI’s recent papers noteworthy is how well they define using human-in-the-middle

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Three Aberdeen oil company headquarters sell for £45m

Three Aberdeen oil company headquarters have been sold in a deal worth £45 million. The CNOOC, Apache and Taqa buildings at the Prime Four business park in Kingswells have been acquired by EEH Ventures. The trio of buildings, totalling 275,000 sq ft, were previously owned by Canadian firm BMO. The financial services powerhouse first bought the buildings in 2014 but took the decision to sell the buildings as part of a “long-standing strategy to reduce their office exposure across the UK”. The deal was the largest to take place throughout Scotland during the last quarter of 2024. Trio of buildings snapped up London headquartered EEH Ventures was founded in 2013 and owns a number of residential, offices, shopping centres and hotels throughout the UK. All three Kingswells-based buildings were pre-let, designed and constructed by Aberdeen property developer Drum in 2012 on a 15-year lease. © Supplied by CBREThe Aberdeen headquarters of Taqa. Image: CBRE The North Sea headquarters of Middle-East oil firm Taqa has previously been described as “an amazing success story in the Granite City”. Taqa announced in 2023 that it intends to cease production from all of its UK North Sea platforms by the end of 2027. Meanwhile, Apache revealed at the end of last year it is planning to exit the North Sea by the end of 2029 blaming the windfall tax. The US firm first entered the North Sea in 2003 but will wrap up all of its UK operations by 2030. Aberdeen big deals The Prime Four acquisition wasn’t the biggest Granite City commercial property sale of 2024. American private equity firm Lone Star bought Union Square shopping centre from Hammerson for £111m. © ShutterstockAberdeen city centre. Hammerson, who also built the property, had originally been seeking £150m. BP’s North Sea headquarters in Stoneywood, Aberdeen, was also sold. Manchester-based

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2025 ransomware predictions, trends, and how to prepare

Zscaler ThreatLabz research team has revealed critical insights and predictions on ransomware trends for 2025. The latest Ransomware Report uncovered a surge in sophisticated tactics and extortion attacks. As ransomware remains a key concern for CISOs and CIOs, the report sheds light on actionable strategies to mitigate risks. Top Ransomware Predictions for 2025: ● AI-Powered Social Engineering: In 2025, GenAI will fuel voice phishing (vishing) attacks. With the proliferation of GenAI-based tooling, initial access broker groups will increasingly leverage AI-generated voices; which sound more and more realistic by adopting local accents and dialects to enhance credibility and success rates. ● The Trifecta of Social Engineering Attacks: Vishing, Ransomware and Data Exfiltration. Additionally, sophisticated ransomware groups, like the Dark Angels, will continue the trend of low-volume, high-impact attacks; preferring to focus on an individual company, stealing vast amounts of data without encrypting files, and evading media and law enforcement scrutiny. ● Targeted Industries Under Siege: Manufacturing, healthcare, education, energy will remain primary targets, with no slowdown in attacks expected. ● New SEC Regulations Drive Increased Transparency: 2025 will see an uptick in reported ransomware attacks and payouts due to new, tighter SEC requirements mandating that public companies report material incidents within four business days. ● Ransomware Payouts Are on the Rise: In 2025 ransom demands will most likely increase due to an evolving ecosystem of cybercrime groups, specializing in designated attack tactics, and collaboration by these groups that have entered a sophisticated profit sharing model using Ransomware-as-a-Service. To combat damaging ransomware attacks, Zscaler ThreatLabz recommends the following strategies. ● Fighting AI with AI: As threat actors use AI to identify vulnerabilities, organizations must counter with AI-powered zero trust security systems that detect and mitigate new threats. ● Advantages of adopting a Zero Trust architecture: A Zero Trust cloud security platform stops

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Listen to Earth’s rumbling, secret soundtrack

The boom of a calving glacier. The crackling rumble of a wildfire. The roar of a surging storm front. They’re the noises of the living Earth, music of this one particular sphere and clues to the true nature of these dramatic events. But as loud as all these things are, they emit even more acoustic energy below the threshold of human hearing, at frequencies of 20 hertz or lower. These “infrasounds” have such long wavelengths that they can travel around the globe as churning emanations of distant events. But humans have never been able to hear them. Until now, that is. Everyday Infrasound in an Uncertain World, a new album by the musician and artist Brian House, condenses 24 hours of these rumbles into 24 minutes of the most basic of bass lines, putting a new spin on the idea of ambient music. Sound, even infrasound, is really just variations in air pressure. So House built a set of three “macrophones,” tubes that funnel air into a barometer capable of taking readings 100 times a second. From the quiet woods of western Massachusetts, House can pick up what the planet is laying down. Then he speeds the recording up by a factor of 60 so that it’s audible to the wee ears of humans. “I am really interested in the layers of perception that we can’t access,” he says. “It’s not only low sound, but it’s also distant sound. That kind of blew my mind.” House’s album is art, but scientists made it possible. Barometers picked up the 1883 eruption of the South Pacific volcano Krakatoa as far away as London. And today, a global network of infrasound sensors helps enforce the nuclear test ban treaty. A few infrasound experts—like Leif Karlstrom, a volcanologist at the University of Oregon who uses infrasound to study Mount Kilauea in Hawaii—helped House set up his music-gathering array and better understand what he was hearing. “He’s highlighting interesting phenomena,” Karlstrom says, even though it’s impossible to tell exactly what is making each specific sound.  So how’s the actual music? It’s 24 minutes of an otherworldly chorus, alternating between low grumbling vibrations and soft ghostlike whispers. A high-pitched whistle? Could be a train, House says. An intense low-octave rattle? Maybe a distant thunderstorm or a shifting ocean current. “For me, it’s about the mystery of it,” he says. “I hope that’s a little bit unsettling.” But it also might connect someone listening to a wider—and deeper—world.  Monique Brouillette is a freelance writer based in Cambridge, Massachusetts.

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3 things Juliet Beauchamp is into right now

The only reality show that matters The Real Housewives of Salt Lake City is one of the best shows on television right now. Not one of the best reality TV shows, but one of the best TV shows, period. Chronicling a shifting group of wealthy women in and around Salt Lake, the show has featured a convicted felon whom federal agents came looking for while cameras were rolling, a church leader married to her step-grandfather, and a single mom in an exhausting on-again, off-again relationship with an Osmond. In one season, there was an ongoing argument between two cast members after one told the other that she “smelled like hospital.” Later, one woman was secretly running an anonymous gossip Instagram about her fellow housewives. We can debate the “reality” of reality television, and it’s certainly true that these characters and scenarios are far-fetched. But every single person is dealing with something relatable—difficult marriages, failing businesses, strained relationships with children, addiction. It’s entertainment, and high camp, but I find that I still have a lot of empathy for these people. The last good place(s) on Facebook Facebook sucks. That’s not controversial to say, right? But there is one reason I still have a Facebook account: my neighborhood Buy Nothing group. The spirit of community and camaraderie is alive and well there—and probably in yours, too. A non-exhaustive list of things I have given away: empty candle jars, a bookcase, used lightbulbs, unopened toiletries, bubble wrap. I’ve scored a few good things as well: a gorgeous antique dresser that I refinished, some over-the-door hooks, and brand-new jeans. It makes me happy to know that stuff that would’ve otherwise ended up in a landfill is bringing one of my neighbors joy. Going analog I used to wear an Apple Watch a lot. I’m a pretty active person, and I liked tracking my workouts and my steps. But after I’d had it for a while, my watch started dying in the middle of a 30-minute run; it became useless to me, and I gave it up completely. Guess what? I’m happier. I feel more present when I’m not checking how much time is left in a yoga class or reading texts during a long run. The amount of data it gathered about me was also stressing me out, and it wasn’t useful. And I don’t need a wearable to tell me how poorly I slept! Trust me, I already know.

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Now is a good time for doing crime

Eons ago, in 2012, I had a weird experience. My iPhone suddenly shut down. When I restarted it, I found it was totally reset—clean, like a new device. This was the early days of iOS, so I wasn’t too concerned until I went to connect it to my computer to restore it from a backup. But when I flipped open the lid of my laptop, it too was mid-restart. And then, suddenly, the screen went gray. It was being remotely wiped. I turned on my iPad. It, too, had been wiped. I was being hacked.  Frantically, I shut down all my devices, unplugged everything connected to the internet in my house, turned off my router, and went next door to use my neighbors’ computer and find out what was going on. Deepening my panic, I realized hackers had also gained control of, and nuked, my Google account. Worse, they were in control of my Twitter, which they were gleefully using to spew all sorts of vile comments. It was nasty.  You have to remember, this was before all of us lived with a constant rain of text messages and emails designed to elicit the information necessary to pull something like this off. These crooks hadn’t brute-forced their way in, or used any sort of sophisticated techniques to gain access to my accounts. Instead, they had relied on publicly available information, and a fake credit card number, to socially engineer their way into my Amazon account, where they looked up the last four digits of my real credit card number. Then they used that information to get into Apple. And because that account was linked to my Gmail, and that to my Twitter, it gave them the keys to everything. But what really troubled me was what I learned as I followed up on my hack over the ensuing weeks and months: This kind of thing was, while still novel, becoming more common. Some version of what happened to me had happened to lots of other people. The kids who were responsible—it was a couple of kids—weren’t criminal masterminds. They had just found a gap, a place where a technology was now commonplace but its risks and exploitable surface areas weren’t yet fully understood. I just happened to have all my stuff in the gap. Today that gap might feature a crypto wallet or a deepfake of a loved one’s voice. (Or both.)
Crime changes. The goals stay the same—pursuit of value, pursuit of power—but new technologies create new vulnerabilities, new tactics, and new ways for perpetrators to evade discovery or capture. And the law necessarily lags behind. Relying not on innovation but on precedent, it is intentionally backward-looking and slow. That plodding consideration used to be how we protected our shared democratic society, how we protected each other from each other. But those same new technologies that have allowed crime to outpace law have also reenergized law enforcement and government—offering new ways to root out crime, to gather evidence, to surveil people. Think, for example, of how cold-case investigators tracked down the Golden State Killer years after his murders, using DNA samples and genealogy databases—launching a new era of DNA-powered investigations.  Technology has long made crime and its prosecution a game of cat and mouse. It sometimes calls into question the nature of crime itself. Unregulated behaviors, facilitated by technology, can exist in murky zones of dubious legality. (Until TikTok announced its new ownership structure, Apple and Google were both technically breaking the law by allowing the app to stay on their platforms, under the provisions of the Protecting Americans from Foreign Adversary Controlled Applications Act. Ah! Well. Nevertheless.) That tension is the key to our March/April issue. Thanks to technologies like cryptocurrency and off-the-shelf autonomous autopilots, there’s never been a better time to do crime. Thanks to pervasive surveillance and digital infrastructure, there’s never been a better time to fight it—sometimes at the expense of what we used to think of as fundamental civil rights.  I never pressed charges against the kids who hacked me. The biggest consequence of the hack was that Apple set up two-factor authentication in the following months, which felt like a win. Now I’m not sure anyone expects their personal data to be secure in any meaningful way. I’m certain, though, that somewhere on the net, a new generation of kids is coming up with another novel crime. 

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Just pull a string to turn these tile patterns into useful 3D structures

MIT researchers have developed a new method for designing 3D structures that can spring up from a flat sheet of interconnected tiles with a single pull of a string. The technique could be used to make foldable bike helmets and medical devices, emergency shelters and field hospitals for disaster zones, and much more. Mina Konaković Luković, head of the Algorithmic Design Group at the Computer Science and Artificial Intelligence Laboratory (CSAIL), and her colleagues were inspired by kirigami, the ancient Japanese art of paper cutting, to create an algorithm that converts a user-specified 3D structure into a flat shape made up of tiles connected by rotating hinges at the corners. 

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The algorithm uses a two-step method to find the optimal path through the tile pattern for a string that can be tightened to actuate the structure. It computes the minimum number of points that the string must lift to create the desired shape and finds the shortest path that connects those lift points, while including all areas of the object’s boundary that must be connected to guide the structure into its 3D configuration. It does these calculations in such a way that the string path minimizes friction, enabling the structure to be smoothly actuated with just one pull. The actuation method is easily reversible to return the structure to its flat configuration. The patterns could be produced using 3D printing, CNC milling, molding, or other techniques.
This method could enable complex 3D structures to be stored and transported more efficiently and with less cost. Applications could include transportable medical devices, foldable robots that can flatten to enter hard-to-reach spaces, or even modular space habitats deployed by robots on the surface of Mars. “The simplicity of the whole actuation mechanism is a real benefit of our approach,” says Akib Zaman, a graduate student in electrical engineering and computer science and lead author of a paper on the work. “The user just needs to provide their intended design, and then our method optimizes it in such a way that it holds the shape after just one pull on the string, so the structure can be deployed very easily. I hope people will be able to use this method to create a wide variety of different, deployable structures.”  The researchers used their method to design several objects of different sizes, from personalized medical items including a splint and a posture corrector to an igloo-like portable structure. They also designed and fabricated a human-scale chair. The technique could be used to create items ranging in size from tiny objects actuated inside the body to architectural structures, like the frame of a building, that are deployed on-site using cranes. In the future, the researchers want to further explore designs at both ends of that range. In addition, they want to create a self-deploying mechanism, so the structures do not need to be actuated by a human or robot. 

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A new way to rejuvenate the immune system

As people age, their immune function weakens. Owing to shrinkage of the thymus, where T cells normally mature and diversify, populations of these immune cells become smaller and can’t react to pathogens as quickly. But researchers at MIT and the Broad Institute have now found a way to overcome that decline by temporarily programming cells in the liver to improve T-cell function.  To create a “factory” for the T-cell-stimulating signals that are normally produced by the thymus, the researchers identified three key factors that usually promote T cells’ maturation and encoded them into mRNA sequences that could be delivered by lipid nanoparticles. When injected into the bloodstream, these particles accumulate in the liver and the mRNA is taken up by the organ’s main cells, hepatocytes, which begin to manufacture the proteins encoded by the mRNA.  Aged mice that received the treatment showed much larger and more diverse T-cell populations in response to vaccination, and they also responded better to cancer immunotherapy treatments. If this type of treatment is developed for human use, says Professor Feng Zhang, the senior author of a paper on the work, “hopefully we can help people stay free of disease for a longer span of their life.” 

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A retinal reboot for amblyopia

In the vision disorder amblyopia (or “lazy eye”), impaired vision in one eye early in life causes neural connections in the brain’s visual system to shift toward supporting the other eye, leaving the amblyopic eye less capable even if the original impairment is corrected. Current interventions don’t work after infancy and early childhood, when the brain connections are fully formed.  Now a study in mice by MIT neuroscientist Mark Bear and colleagues shows that if the retina of the amblyopic eye is anesthetized just for a couple of days, those crucial connections can be restored, even in adulthood. Bear’s team, which has been studying amblyopia for decades, had previously shown that this effect could be achieved by anesthetizing both eyes or the non-­amblyopic eye, analogous to having a child wear a patch over the healthy eye to strengthen the “lazy” one.  The new study delved into the mechanism behind this effect by pursuing an earlier observation: that blocking the retina from sending signals to neurons in the part of the brain that relays information from the eyes to the visual cortex caused those neurons to fire “bursts” of electrical pulses. Similar patterns of activity occur in the visual system before birth and guide early synaptic development.
The experiments confirmed that the bursting is necessary for the treatment to work—and, crucially, that it occurs when either retina is targeted. After some mice modeling amblyopia had the affected eye anesthetized for two days, the researchers measured activity in the visual cortex to calculate a ratio of inputs from the two eyes. This ratio was much more even in the treated mice, indicating that the amblyopic eye was communicating with the brain about as well as the other one. A key next step will be to show that this approach works in other animals and, ultimately, people. “If it does, it’s a pretty substantial step forward, because it would be reassuring to know that vision in the good eye would not have to be interrupted by treatment,” says Bear. “The amblyopic eye, which is not doing much, could be inactivated and ‘brought back to life’ instead.”

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Now is a good time for doing crime

Eons ago, in 2012, I had a weird experience. My iPhone suddenly shut down. When I restarted it, I found it was totally reset—clean, like a new device. This was the early days of iOS, so I wasn’t too concerned until I went to connect it to my computer to restore it from a backup. But when I flipped open the lid of my laptop, it too was mid-restart. And then, suddenly, the screen went gray. It was being remotely wiped. I turned on my iPad. It, too, had been wiped. I was being hacked.  Frantically, I shut down all my devices, unplugged everything connected to the internet in my house, turned off my router, and went next door to use my neighbors’ computer and find out what was going on. Deepening my panic, I realized hackers had also gained control of, and nuked, my Google account. Worse, they were in control of my Twitter, which they were gleefully using to spew all sorts of vile comments. It was nasty.  You have to remember, this was before all of us lived with a constant rain of text messages and emails designed to elicit the information necessary to pull something like this off. These crooks hadn’t brute-forced their way in, or used any sort of sophisticated techniques to gain access to my accounts. Instead, they had relied on publicly available information, and a fake credit card number, to socially engineer their way into my Amazon account, where they looked up the last four digits of my real credit card number. Then they used that information to get into Apple. And because that account was linked to my Gmail, and that to my Twitter, it gave them the keys to everything. But what really troubled me was what I learned as I followed up on my hack over the ensuing weeks and months: This kind of thing was, while still novel, becoming more common. Some version of what happened to me had happened to lots of other people. The kids who were responsible—it was a couple of kids—weren’t criminal masterminds. They had just found a gap, a place where a technology was now commonplace but its risks and exploitable surface areas weren’t yet fully understood. I just happened to have all my stuff in the gap. Today that gap might feature a crypto wallet or a deepfake of a loved one’s voice. (Or both.)
Crime changes. The goals stay the same—pursuit of value, pursuit of power—but new technologies create new vulnerabilities, new tactics, and new ways for perpetrators to evade discovery or capture. And the law necessarily lags behind. Relying not on innovation but on precedent, it is intentionally backward-looking and slow. That plodding consideration used to be how we protected our shared democratic society, how we protected each other from each other. But those same new technologies that have allowed crime to outpace law have also reenergized law enforcement and government—offering new ways to root out crime, to gather evidence, to surveil people. Think, for example, of how cold-case investigators tracked down the Golden State Killer years after his murders, using DNA samples and genealogy databases—launching a new era of DNA-powered investigations.  Technology has long made crime and its prosecution a game of cat and mouse. It sometimes calls into question the nature of crime itself. Unregulated behaviors, facilitated by technology, can exist in murky zones of dubious legality. (Until TikTok announced its new ownership structure, Apple and Google were both technically breaking the law by allowing the app to stay on their platforms, under the provisions of the Protecting Americans from Foreign Adversary Controlled Applications Act. Ah! Well. Nevertheless.) That tension is the key to our March/April issue. Thanks to technologies like cryptocurrency and off-the-shelf autonomous autopilots, there’s never been a better time to do crime. Thanks to pervasive surveillance and digital infrastructure, there’s never been a better time to fight it—sometimes at the expense of what we used to think of as fundamental civil rights.  I never pressed charges against the kids who hacked me. The biggest consequence of the hack was that Apple set up two-factor authentication in the following months, which felt like a win. Now I’m not sure anyone expects their personal data to be secure in any meaningful way. I’m certain, though, that somewhere on the net, a new generation of kids is coming up with another novel crime. 

Read More »

3 things Juliet Beauchamp is into right now

The only reality show that matters The Real Housewives of Salt Lake City is one of the best shows on television right now. Not one of the best reality TV shows, but one of the best TV shows, period. Chronicling a shifting group of wealthy women in and around Salt Lake, the show has featured a convicted felon whom federal agents came looking for while cameras were rolling, a church leader married to her step-grandfather, and a single mom in an exhausting on-again, off-again relationship with an Osmond. In one season, there was an ongoing argument between two cast members after one told the other that she “smelled like hospital.” Later, one woman was secretly running an anonymous gossip Instagram about her fellow housewives. We can debate the “reality” of reality television, and it’s certainly true that these characters and scenarios are far-fetched. But every single person is dealing with something relatable—difficult marriages, failing businesses, strained relationships with children, addiction. It’s entertainment, and high camp, but I find that I still have a lot of empathy for these people. The last good place(s) on Facebook Facebook sucks. That’s not controversial to say, right? But there is one reason I still have a Facebook account: my neighborhood Buy Nothing group. The spirit of community and camaraderie is alive and well there—and probably in yours, too. A non-exhaustive list of things I have given away: empty candle jars, a bookcase, used lightbulbs, unopened toiletries, bubble wrap. I’ve scored a few good things as well: a gorgeous antique dresser that I refinished, some over-the-door hooks, and brand-new jeans. It makes me happy to know that stuff that would’ve otherwise ended up in a landfill is bringing one of my neighbors joy. Going analog I used to wear an Apple Watch a lot. I’m a pretty active person, and I liked tracking my workouts and my steps. But after I’d had it for a while, my watch started dying in the middle of a 30-minute run; it became useless to me, and I gave it up completely. Guess what? I’m happier. I feel more present when I’m not checking how much time is left in a yoga class or reading texts during a long run. The amount of data it gathered about me was also stressing me out, and it wasn’t useful. And I don’t need a wearable to tell me how poorly I slept! Trust me, I already know.

Read More »

Listen to Earth’s rumbling, secret soundtrack

The boom of a calving glacier. The crackling rumble of a wildfire. The roar of a surging storm front. They’re the noises of the living Earth, music of this one particular sphere and clues to the true nature of these dramatic events. But as loud as all these things are, they emit even more acoustic energy below the threshold of human hearing, at frequencies of 20 hertz or lower. These “infrasounds” have such long wavelengths that they can travel around the globe as churning emanations of distant events. But humans have never been able to hear them. Until now, that is. Everyday Infrasound in an Uncertain World, a new album by the musician and artist Brian House, condenses 24 hours of these rumbles into 24 minutes of the most basic of bass lines, putting a new spin on the idea of ambient music. Sound, even infrasound, is really just variations in air pressure. So House built a set of three “macrophones,” tubes that funnel air into a barometer capable of taking readings 100 times a second. From the quiet woods of western Massachusetts, House can pick up what the planet is laying down. Then he speeds the recording up by a factor of 60 so that it’s audible to the wee ears of humans. “I am really interested in the layers of perception that we can’t access,” he says. “It’s not only low sound, but it’s also distant sound. That kind of blew my mind.” House’s album is art, but scientists made it possible. Barometers picked up the 1883 eruption of the South Pacific volcano Krakatoa as far away as London. And today, a global network of infrasound sensors helps enforce the nuclear test ban treaty. A few infrasound experts—like Leif Karlstrom, a volcanologist at the University of Oregon who uses infrasound to study Mount Kilauea in Hawaii—helped House set up his music-gathering array and better understand what he was hearing. “He’s highlighting interesting phenomena,” Karlstrom says, even though it’s impossible to tell exactly what is making each specific sound.  So how’s the actual music? It’s 24 minutes of an otherworldly chorus, alternating between low grumbling vibrations and soft ghostlike whispers. A high-pitched whistle? Could be a train, House says. An intense low-octave rattle? Maybe a distant thunderstorm or a shifting ocean current. “For me, it’s about the mystery of it,” he says. “I hope that’s a little bit unsettling.” But it also might connect someone listening to a wider—and deeper—world.  Monique Brouillette is a freelance writer based in Cambridge, Massachusetts.

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Innovation on the move

The Massachusetts Bay Trans­portation Authority moves hundreds of thousands of people across Greater Boston each day—thanks to a vast system of buses, trains, and ferries that depends on coordination among thousands of employees. In this storied transit system, history runs deep: The Green Line still passes through the country’s oldest subway tunnels, built beneath the Boston Common at the end of the 19th century. Yet the MBTA is remarkably willing to explore new approaches, too. That’s thanks in large part to a trio of MIT alumni: Katie Choe ’98, SM ’00; Melissa Dullea ’00; and Karti Subramanian, MBA ’17. Together, they’ve been helping redefine what innovation looks like in one of the nation’s longest-running transit systems. Choe in particular has been at the center of this push as the agency’s chief of staff since 2023, a position in which she took the lead in revamping organizational culture. She wrapped up her tenure at the T to become CEO of Virginia Railway Express (VRE) in January, but before leaving, she spoke to MIT Alumni News extensively about her role. Describing it as “owning everything and nothing at the same time,” Choe explained: “I’m here to make things happen. I find places where we have a sticky organizational knot that needs to be untied.” Dullea, the MBTA’s senior director of service planning, is in charge of the team responsible for planning and scheduling every bus route in the system as well as the Red, Orange, Green, and Blue Lines. Her group also determines where buses operate and adapts both train and bus service patterns as the region changes.
Subramanian, the MBTA’s senior director of rider tools, leads a team that manages the agency’s digital ecosystem: the website, real-time signage, and the MBTA Go app, which offers riders live transit information—including arrival times, vehicle tracking, and closure updates—for buses, trains, and ferries. Innovation, in Choe’s view, is a practical requirement in a system whose infrastructure dates back to the opening of the Tremont Street subway in 1897. There are old assets to maintain and modern expectations to meet, all with public resources that never stretch far enough. For years, she says, the instinct was to plan endlessly in hopes of pleasing everyone, only to end up pleasing no one because little actually moved forward. Resources were consumed by process rather than progress. 
The way out of that cycle was to rethink how projects are delivered, structure contracts differently, and streamline operations by relying more on in-house expertise. The result, she says, is an increasingly “can-do” culture that focuses less on drafting plans and more on producing results, a change she sees as essential to maintaining service reliability and supporting the region’s economic mobility. And while aging Red Line cars, which perform poorly in extreme cold, will continue to pose challenges until new cars replace them and planned service disruptions for needed repairs on all subway lines are ongoing, service is improving overall. Since spring 2024, the number of scheduled weekday trips on the Red, Orange, and Blue Lines has climbed steadily, thanks to extensive track repairs, new operating procedures, and the addition of more railcars.  The new innovation mindset—including the emphasis on faster, more efficient project delivery and cross-department collaboration—is likely to shape the MBTA for years to come. Innovation grounded in public service Choe has spent her career in the public sector, a choice she attributes partly to a sense of responsibility cultivated at MIT. “The big differentiator at MIT is that when you graduate, you graduate with an expectation that you are going to change the world,” she says.  After more than six years as chief engineer and director of construction management at Boston’s Department of Public Works, Choe joined the MBTA in early 2020. In 2023, she launched the Innovation Hub, an initiative that spotlights and promotes internal improvements, as part of the quest to deliver the best possible service to riders on the constrained budget of a public agency. “We need to constantly be thinking about how we can do that better,” she says. “How do we do it more efficiently? How do we actually keep our costs low, find new ways of doing things so that we can provide that service better for all of our riders?” She adds, “When people come to me with an idea, I try really hard to support them with moving it forward. That’s the innovative culture that we’re trying to instill.” The Innovation Hub gives employees a place to raise problems or suggest ideas and connects them with the partners and support needed to turn concepts into real projects. It also celebrates workforce creativity, hosting an annual Innovation Expo—a showcase similar to a poster session (“It’s essentially a science fair,” Choe says) that highlights projects from throughout the agency.  “The energy that was in the room was just palpable,” she says of the first Innovation Expo, held in the summer of 2024. It showcased 34 completed projects, from maintenance upgrades and redesigned processes to data tools that streamlined field operations. The projects led to faster hiring, better safety practices, and more agile planning for disruptions—and many improved the employee experience as much as the rider experience. Choe sees the two as inseparable. “The better our employees can perform, the more we take care of them, the better the service to our riders is,” she says.  “We should consider it normal and necessary for a transit agency to provide really accurate, really accessible, real-time information to its riders.” Karti Subramanian, MBA ’17 She also helped oversee a welcome improvement to the systemwide discount program that low-income passengers can use for all forms of transit, from the commuter rail to The Ride, the door-to-door rideshare program for people with disabilities. The MBTA built an efficient system that verifies riders’ eligibility through existing public benefit programs, allowing approvals in about 30 seconds. Other agencies have since asked to learn how it works.

Meanwhile, Choe devoted considerable energy to mentoring. She helped lead programs to support women in the agency, met with new employee cohorts, and advised early-career staff on navigating large institutions.  “I look for people who are willing to take risks and to put themselves out there,” she says. When she looks back at the things that have advanced her most in her own career, she adds, it’s “those moments that I’ve taken those risks.” For example, in 2022 she was asked to build and lead a team to transform the MBTA in response to findings from a Federal Transit Administration safety management inspection—and given 24 hours to decide whether she would. “It thrust me into the public spotlight with no room for failure,” she says. “The exposure to parts of the organization that I had had little interaction with and the forced fast learning curve set me up for the success of both the chief of staff role and my new position at VRE.” Rethinking the bus network Route planning and scheduling are at the heart of the rider experience. And in Dullea’s telling, this work is a complicated puzzle with many pieces.   First, the planners decide where bus routes run, how frequently buses and trains arrive, and where bus stops are located. Then the schedulers turn those plans into reality, constructing work assignments that keep service as dependable as possible within the constraints of collective bargaining agreements, rest rules, and bus availability. “The service planners are the architects of the schedules,” she says. “The schedulers are the builders.” The MBTA’s senior director of service planning, Melissa Dullea ’00, leads the team responsible for planning and scheduling every bus and subway route in the system.KEN RICHARDSON Dullea’s path to transit began at MIT, where she was introduced to the MBTA’s planning work, including efforts to relocate the Orange Line in the 1980s and projects like the Urban Ring, an efficient rapid-bus system that was once proposed as a way of connecting the outer “spokes” of MBTA lines to reduce congestion downtown and link Greater Boston’s booming residential and commercial areas. This sparked a growing interest in the field and ultimately led her to write her undergraduate thesis on the MBTA assessment formula, which determines how much each community in the service district contributes annually to the system’s operating budget. “I was like, ‘Wow, you can have a career in transit. This is amazing,’” she says. She joined the MBTA as a junior planner soon after graduating and now co-leads one of the agency’s largest planning efforts: the Bus Network Redesign (BNR), part of the broader Better Bus Project. “We’re not in an industry where you can move fast and break things. We want to have a focus on improving the customer experience.” Melissa Dullea ’00 The redesign began with a fundamental question: How can the bus network reflect where people need to go today? To find out, her team used anonymized cell-phone data to map the patterns of people’s travel by all modes—including public transit, driving, walking, and biking—and then weighted the data to prioritize communities that rely more on transit. They combined algorithmic modeling with human judgment, narrowing an estimated 14 million computer-generated corridors—potential pathways where demand suggested a bus route could run—into a workable network that would better meet observed travel demand. “We wanted to make sure that the bus network would be relevant for how people travel now, and not just how we’ve always done things,” she says.
And their methodology allowed them to improve upon their previous practice of checking for discrimination at the end of planning. “We were able to lead with equity,” she says.  The final plan nearly doubled the number of routes where buses run every 15 minutes or less and expanded coverage in Chelsea, Everett, Malden, and Revere. The Commonwealth recently recognized the project with an equity award.
When the pandemic led to a shortage of bus drivers, implementation paused. But Dullea’s team and others in the agency used the setback to rethink hiring, training, and job quality.  “We’ve been working to build back,” Dullea says. The ability to hire committed drivers—and keep them on the job—depends on providing a good work environment. “We’ve been doing a lot of work on just making the experience of being an operator better,” she says. For example, Dullea’s team helped redesign schedules that often saddled operators with long unpaid breaks in the middle of the day. By hiring part-timers who work a single peak period without a break, the T has reduced the average unpaid break time by half. Dullea’s MIT training prepared her for the challenge, teaching her to analyze complicated systems and follow her intellectual curiosity.  “When I was an undergrad, I just realized I loved cities,” she says. “And I was like, ‘How can I turn that love for the urban environment into a career and solve real-world problems that can help people?’” Building a better digital front door Subramanian founded a software company serving nonprofits before arriving at MIT for graduate school. His transition to government work—and eventually to the MBTA—was driven by a belief in public service and in government as a force for good. 
“I really wanted to serve the public sector in some way,” he says. Subramanian resists calling his work “innovation.” He sees it instead as delivering the basic information riders should expect from a modern transit system.  “We should consider it normal and necessary for a transit agency to provide really accurate, really accessible, real-time information to its riders,” he says. “Doing it might be new and different and require new ways of working.” At a large agency, achieving that goal is far from simple. To start, Subramanian embedded team members in the operations groups managing more than 170 bus routes and the four subway lines with an eye to building better dispatching tools. This work also created data feeds that his team made publicly available—and used to create the MBTA Go app. But before building it, they asked what value it could add in a world where riders already use Google Maps and third-party apps like Transit. The answer was operational insight. 
“We know more about MBTA operations than Google Maps does,” he says. “So we can publish insight into what’s happening that a third party like the Transit app that’s designing for 200 cities at a time, or Google Maps that’s designing for 200,000 cities at a time, will never think to show.” As senior director of rider tools, Karti Subramanian, MBA ’17, leads the team that manages the agency’s digital ecosystem.KEN RICHARDSON A key area where that kind of information pays off is accessibility—a defining focus for Subramanian, whose son has cerebral palsy. He’s partnered with the MBTA’s System-Wide Accessibility Department to create the Accessible Technology Program, which brings riders with disabilities into the design process.  His team conducts extensive user research, interviewing and riding alongside people who use mobility devices, depend on elevators, or have low vision, to understand the barriers they encounter on trains and buses and in stations. Through this hands-on approach, Subramanian’s team gains direct insight into the everyday obstacles riders face and how small design decisions can create or remove them. “For me, this twin personal/professional journey has been probably the most wonderful part of this job,” he says. “An amazing amount of work and leadership has gone into making the MBTA one of the—if not the—most accessible transit systems in the US.” The work is grounded in long institutional history. A landmark 2006 settlement under the Americans with Disabilities Act created a dedicated accessibility office within the MBTA, which continues to drive systemwide improvements. Subramanian attributes his approach in part to lessons from MIT about the public origins of much modern technology. “So much of the kind of now very tech-forward innovation … came from early government R&D,” he says.  To him, that lesson underscores the value of public service. “To do foundational things right in government actually is very high leverage,” he says, adding that it’s currently dramatically undervalued and underappreciated.  Improving within constraints Change at the MBTA unfolds within a highly regulated, risk-averse setting. “Innovation takes some acceptance of failure, and that’s hard in a public environment,” Choe says. “We’re aspirational but not reckless.” Most ideas under consideration, whether they’re crowding indicators on the Orange Line or wayfinding tools for riders with low vision, get tested in limited, clearly labeled trials. Dullea echoes the careful balance required in planning. “We’re not in an industry where you can move fast and break things,” she says. “We’re trying not to break things. We want to have a focus on improving the customer experience.” For Subramanian, the most significant challenges are often internal. His team works closely with operations groups, embedding technologists in bus garages and rail divisions to understand daily barriers. This partnership led to a mobile dispatching tool that replaced clipboards and a single-channel radio for managing nearly a thousand buses. It has also helped his group become deeply integrated across the agency, forming an increasingly connected, data-driven operation. “We’re really proud of the extent to which we have built trust within the organization to bring this product way of thinking to a different set of problems,” he says.  Advancing the economic engine of Greater Boston  Choe sees the transit agency as a public service and a key support for opportunity across the region.  “Many of our riders rely on the MBTA to get to their jobs, to get to their health-care appointments, to get to critical areas of their life,” she says. “If we cannot provide those services, then we’ve really shut them off from that economic mobility.” That responsibility directed her leadership. “Every single person is impacted on a daily basis by the work that I do,” she said in October. “Every improvement that I make is making someone’s life better, and that knowledge sits very deeply in my heart.” Despite the challenges, she remains optimistic about the MBTA’s future.  “We have so much buy-in right now from the governor and the legislature,” she said. “It’s allowing us to do things in a little bit bolder manner than what we have done in the past. So I think our future is really bright.” A culture of collaboration and aspiration The MBTA also benefited from a partnership that spanned more than a decade with MIT’s Transit Lab, which supported the agency’s work with data analysis and service evaluation. Researchers at the Transit Lab helped the T interpret CharlieCard data to understand travel patterns and contributed the analytical framework for the agency’s Service Delivery Policy, which defines how the MBTA measures its own performance.  Following the productive collaboration with the MIT Transit Lab, Choe sees potential to deepen the agency’s connection with the Institute if the MBTA joins the MIT Transit Research Consortium. Run by the Transit Lab and the MIT Mobility Initiative, the consortium includes both US and non-US transit agencies, and it offers members workshops as well as insights into MIT’s ongoing transit research. “There’s an opportunity there to figure out how to bridge the gap between amazing research work that’s happening and the on-the-ground applications of that research,” she says. At the moment, Choe says, the MBTA is investing in electrification and digital infrastructure and exploring AI-assisted maintenance—and sustaining a culture of openness to change will be key. The Innovation Hub is dividing into two branches, one supporting employee-driven ideas and another exploring emerging technologies like AI and autonomous systems. “People are already interested in this,” she says. “So why are we not harnessing that excitement?” Her work aimed to continue building a collaborative, curious workplace where new ideas translate into improved service. As she put it, “I want to work in an environment and a culture that is collaborative and aspirational all the time.” Her colleagues share that goal: to keep the MBTA evolving, grounded in public service, and positioned to deliver a modern system for Greater Boston.  “It’s not just that we have a plan on the shelf that says this is what we want to do,” she says. “It is what are we doing right now to build toward this best-in-class, amazing, modernized, incredible system that serves the Commonwealth of Massachusetts.” 

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A boost for manufacturing

Several years ago, Suzanne Berger was visiting a manufacturing facility in Ohio, talking to workers on the shop floor, when a machinist offered a thought that could serve as her current credo.  “Technology takes a step forward—workers take a step forward too,” the employee said.  Berger, to explain, is an MIT political scientist who for decades has advocated for the revitalization of US manufacturing. She has written books and coauthored reports about the subject, visited scores of factories, helped the issue regain traction in America, and in the process earned the title of Institute Professor, MIT’s highest faculty honor.  Over time, Berger has developed a distinctive viewpoint about manufacturing, seeing it as an arena where technological advances can drive economic growth and nimble firms can thrive. 
This stands in contrast to the view that manufacturing is a sunsetting part of the US economy, lagging behind knowledge work and service industries and no longer a prime source of jobs. To Berger, the sector might have suffered losses, but we should think about it differently now: Rather than being threatened by change, it can thrive on innovation. She is keenly interested in medium-size and small manufacturers, not just huge factories, given that 98% of US manufacturers have 500 or fewer employees. And she is interested, especially, in how technology can help them. Roughly one-tenth of US manufacturers use robots, for instance, a number that clearly disappoints her. 
Her focus on these smaller manufacturers is pragmatic. The US is not going to bring back textile manufacturing or steelmaking jobs anytime soon. And although the tech giants have made some concessions to domestic manufacturing, all major product lines from all tech companies are made largely overseas. Small and midsize firms may also have more opportunities to be flexible and innovative. And in the middle of Ohio, there it was, in a simple sentence: Technology takes a step forward—workers take a step forward too.  “I think workers do recognize that,” Berger says, sitting in her MIT office, with a view of East Cambridge out the window. “People don’t want to work on technologies of the 1940s. People do want to feel they’re moving to the future, and that’s what young workers also want. They want decent pay. They want to feel they’re advancing, the company is advancing, and they are somehow part of the future. That’s what we all want in jobs.” Now Berger is part of a new campus-­wide effort to do something tangible about these issues. She is a co-director of MIT’s Initiative for New Manufacturing (INM), launched in May 2025, which aims to reinvigorate the business of making things in the US. The idea is to enhance innovation and encourage companies to tightly link their innovation and production processes. This lets them rapidly fine-tune new products and new production technologies—and create good jobs along the way. “We want to work with firms big and small, in cities, small towns, and everywhere in between, to help them adopt new approaches for increased productivity,” MIT President Sally A. Kornbluth explained at the launch of INM. “We want to deliberately design high-quality, human-centered manufacturing jobs that bring new life to communities across the country.”  An unexpected product Whether she is examining data, talking to visitors about manufacturing, or venturing into yet another plant to look around and ask questions, Berger’s involvement with the Initiative for New Manufacturing is just the latest chapter in a fascinating, unpredictable career.  Once upon a time—her first two decades in academia—Berger was a political scientist who didn’t study either the US or manufacturing. She was a highly regarded scholar of French and European politics, whose research focused on rural workers, other laborers, and the persistence of political polarization. After growing up in New Jersey, she attended the University of Chicago and got her PhD from Harvard, where she studied with the famed political scientist Stanley Hoffmann.  Berger joined the MIT faculty in 1968 and soon began publishing extensively. Her 1972 book, Peasants Against Politics, argued that geographical political divisions in contemporary France largely replicated those seen at the time of the French Revolution. Her other books include The French Political System (1974) and Dualism and Discontinuity in Industrial Societies (1980), the latter written with the MIT economist Michael Piore. 

By the mid-1980s, Berger was a well-established, tenured professor who had never set foot in a factory. In 1986, however, she was named to MIT’s newly formed Commission on Industrial Productivity on the strength of her studies about worker politics and economic change. The commission was a multiyear study group examining broad trends in US industry: By the 1980s, after decades of postwar dominance, US manufacturing had found itself challenged by other countries, most famously by Japan in areas like automaking and consumer electronics.  US BUREAU OF LABOR STATISTICS Two unexpected things emerged from that group. One was a best-selling book. Made in America: Regaining the Productive Edge, coauthored by Michael Dertouzos, Richard Lester, and Robert Solow, rapidly sold 300,000 copies, a sign of how much industrial decline was weighing on Americans. Looking at eight industries, Made in America found, among other things, that US manufacturers overemphasized short-term thinking and were neglecting technology transfer—that is, they were missing chances to turn lab innovations into new products. The other unexpected thing to materialize from the Commission on Industrial Productivity was the rest of Suzanne Berger’s career. Once she started studying manufacturing in close empirical fashion, she never really stopped.  “MIT really changed me,” Berger told MIT News in 2019, referring to her move into the study of manufacturing. “I’ve learned a lot at MIT.” At first she started examining some of the US’s important competitors, including Hong Kong and Taiwan. She and Richard Lester co-edited the books Made by Hong Kong (1997) and Global Taiwan (2005), scrutinizing those countries’ manufacturing practices. Christopher Love, a co-director of MIT’s Initiative for New ManufacturingWEBB CHAPPELL Over time, though, Berger has mostly turned her attention to US manufacturing. She was a core player in a five-year MIT examination of manufacturing that led her to write How We Compete (2006), a book about why and when multinational companies start outsourcing work to other firms and moving their operations overseas. She followed that up by cochairing the MIT commission known as Production in the Innovation Economy (PIE), formed in 2010, which looked closely at US manufacturing, and coauthored the 2013 book Making in America, summarizing the ways manufacturing had started incorporating advanced technologies. Then she participated extensively in MIT’s Work of the Future study group, whose research concluded that while AI and other technologies are changing the workplace, they will not necessarily wipe out whole cohorts of employees. “Suzanne is amazing,” says Christopher Love, the Raymond A. (1921) and Helen E. St. Laurent Professor of Chemical Engineering at MIT and another co-­director of the Initiative for New Manufacturing. “She’s been in this space and thinking about these questions for decades. Always asking, ‘What does it look like to be successful in manufacturing? What are the requirements around it?’ She’s obviously had a really large role to play here on the MIT campus in any number of important studies.” 
“If I have a great idea for a new drug or food product … if I have to ship it off somewhere to figure out if I can make it or not, I lose time, I lose momentum, I lose financing.” Christopher Love “She always asks challenging questions and really values the collaboration between engineering and social science and management,” says John Hart, head of the MIT Department of Mechanical Engineering, director of the Center for Advanced Production Technologies, and the third co-director, with Berger and Love, of the Initiative for New Manufacturing. Moreover, Love adds, “the number of people she’s trained and mentored and brought along through the years reflects her commitment.” 
For instance, Berger was the PhD advisor of Richard Locke, currently dean of the MIT Sloan School of Management. Separately, she spent nearly two decades as director of MISTI, the MIT program that sends students abroad for internships and study. Basically, Berger’s footprints are all around MIT. And now, in her 80s, she is helping to lead the Initiative for New Manufacturing. Indeed, she came up with its name herself. The initiative raises a couple of questions. What is new in the world of US manufacturing? And what can MIT do to help it? Home alone To start with, the Initiative for New Manufacturing is an ongoing project designed to enhance many aspects of US manufacturing. Berger’s previous efforts ended in written summaries—which have helped shape public dialogue around manufacturing. But the new initiative was not designed with an endpoint in mind. Since last spring, the Initiative for New Manufacturing has signed up industry partners—Amgen, Autodesk, Flex, GE Vernova, PTC, Sanofi, and Siemens—with which it may collaborate on manufacturing advances. It has also launched a 12-month certificate program, the Technologist Advanced Manufacturing Program (TechAMP), in partnership with six universities, community colleges, and technology centers. The courses, held at the partner institutions, give manufacturing employees and other students the chance to study basic manufacturing principles developed at MIT.  “We hope that the program equips manufacturing technologists to be innovators and problem-solvers in their organizations, and to effectively deploy new technologies that can improve manufacturing productivity,” says Hart, an expert in, among other things, 3D printing, an area where firms can find new manufacturing applications. But to really grasp what MIT can do today, we need to look at how manufacturing in the US has shrunk. 
The first few decades after World War II were a golden age of American manufacturing. The country led the world in making things, and the sector accounted for about a quarter of US GDP throughout the 1950s. In recent years, that figure has hovered around 10%.  In 1959 there were 15 million manufacturing jobs in the US. By 1979, the rapidly growing country had around 20 million such jobs, even as the economy was diversifying. But the 1980s and the first decade of the 2000s saw big losses of manufacturing jobs, and there are about 12.8 million in the US today. As even Berger will acknowledge, the situation is not going to turn around instantly.  “Manufacturing at the moment is really still in decline,” she says. “The number of workers has gone down, and investment in manufacturing has actually gone down over the last year.” 
As she sees it, diminished manufacturing capacity is a problem for three big reasons: It hurts a country’s general innovation capacity, it makes it harder to respond to times of need (such as pandemics), and it’s bad for national security.  “If you look at what the defense industrial base is in the United States, it is the same industrial base we’re talking about, with old technology,” she says. That is, defense technology comes from the same firms that haven’t updated their production methods lately. “Our national security is sitting on top of a worn-out industrial base,” Berger says, adding: “It’s a very stark picture.”  However, the first point—that manufacturing more makes a country more innovative—is the most essential conclusion she has developed on this subject. Production and innovation go better together. The ability to make things stems from innovation, but our useful advances are not just abstract lab discoveries. They often get worked out while we produce stuff.  “Innovation is closely connected to production, and if we outsource and offshore all our production, we’re also offshoring and outsourcing our innovation capabilities,” Berger says. “If we go back 40 years, the whole manufacturing landscape has changed in ways that are very detrimental to the US capabilities. The great American companies of 40 years ago were all vertically integrated and did everything from basic R&D through sales.” Think of General Electric, IBM, and DuPont.  Berger continues: “There was a technological disruption in the late 1980s and early 1990s, when people discovered it was possible to separate design and production. In the past, if you were making wafers, the chip designer and the engineer who figured out how to make the chip had to be together in the same plant. Once you were able to send that all as a digital file over the internet, you could separate those things. That’s what made outsourcing and offshoring more feasible.” Meanwhile, seeing the possibilities of offshoring, markets started punishing big firms that didn’t pare down to their “core competency.” Companies like AT&T and Xerox used to run famous research departments. That is no longer how such firms work. “DuPont closed the basic research labs that discovered nylon,” Berger notes. But back in the 1930s, DuPont was able to move that material from the lab to the market within five years, building a factory that quickly scaled up production of wildly popular nylon stockings. “The picture looked a little different,” she says.  Indeed, she says, “we had a radical change in the structure of companies. With the collapse of the vertically integrated companies, huge holes opened up in the industrial ecosystem.” Major companies that did their own research, trained workers, and manufactured in the US had spillover effects, producing the advances and the skilled, talented workers who populated the whole manufacturing ecosystem. “Once the big firms were no longer doing those activities, other companies were left home alone,” Berger says, meaning they were unable to afford research activities or generate as many advances. “All of this explains the state we see in manufacturing today. The big question is, how do we rebuild this?” “Innovation can come from anywhere” Over a decade ago, Christopher Love received a US Department of Defense grant to develop a small, portable system for creating biologic drugs, which are made from living organisms or their products. The idea was to see if such a device could be taken out onto the battlefield. The research was promising enough for Love to cofound a startup, Sunflower Therapeutics, that focuses on small-scale protein production for biopharmaceutical manufacturing and other medical applications. One might characterize the original project as either a piece of military equipment or a medical advance. It’s also a case study in new manufacturing.  John Hart, a co-director of MIT’s Initiative for New ManufacturingM SCOTT BRAUER After all, Love and his colleagues created a new method for making batches of certain types of drugs. That’s manufacturing; it’s an innovation leading directly to production, and the small size of the operation means it won’t get shipped overseas. And, as Love enjoys pointing out, his team’s innovation is hardly the first case of using living cells to make a product for nearby consumption. Your local craft brewery is actually a modestly sized manufacturer that won’t be shipping its jobs overseas either.  “The emerging generation of manufacturing has this new equilibrium between automation (machines, robots), human work, and software and data.” John Hart “Innovation can come from anywhere,” Love says. “What you really need is access to production. This is something Suzanne has been thinking about for a long time—that proximity. The same thing can happen in biomanufacturing. If I have a great idea for a new drug or food product or new material, if I have to ship it off somewhere to figure out if I can make it or not, I lose time, I lose momentum, I lose financing. I need that manufacturing to be super close.” New manufacturing can come in multiple forms and, yes, can include robots and other forms of automation. The issue is complex. Robots do replace workers, in the aggregate. But if they increase productivity, firms that are early adopters of robots grow more than other firms and employ more people, as economic studies in France, Spain, and Canada have shown. The wager is that a sensible deployment of robots leads to more overall growth. Meanwhile, US firms added more than 34,000 robots in workplaces in 2024; China added nearly 300,000. Berger hopes US firms won’t be technology laggards, as that could lead to an even steeper decline in the manufacturing sector. Instead, she encourages manufacturers to use robots productively to stay ahead of the competition.  “The emerging generation of manufacturing has this new equilibrium between automation (machines, robots), human work, and software and data,” Hart says. “A lot of the interesting opportunities in manufacturing, I think, come from the combination of those capabilities to improve productivity, improve quality, and make manufacturing more flexible.” Another form of new manufacturing may happen at firms that, like the old heavyweight corporations, see value in keeping research and development in-house. At the Initiative for New Manufacturing launch event in May, one of the speakers was JB Straubel, founder of Redwood Materials, which recycles rechargeable batteries. The company has figured out how to extract materials like cobalt, nickel, and lithium, which otherwise are typically mined. To do so, the company has had to develop a variety of new industrial processes—again, one of the keys to reviving manufacturing here. “Whether you’re building a new machine or trying a new process … acquiring a new technology is one of the most important ways a company can innovate,” Berger says. Although she acknowledges that “innovation is risky, and everything does not succeed,” she points out that “a single focus on optimization [in firms] has not served us well.” Manufacturing success stories  The future of US manufacturing, then, can take many forms. But Berger, when she visits factories, is consistently struck by the vintage machines often on display. She tells the story of a manufacturer she visited within the last couple of years that not only uses milling machines made during World War II but buys them up when other firms in the field discard them.  “If you have all old equipment, your productivity is going to be low, your profits are going to be low, you’ll want low-skill workers, and you’re only going to be able to pay low wages,” she says. “And each one of those features reinforces the others. It’s like a dead-end trap.” But things don’t need to be this way, Berger believes. And in some places, she visits firms that represent manufacturing success stories.  “The idea that Americans don’t like manufacturing, that it’s dirty and difficult—I think this is totally [wrong],” she says. “Americans really do like making things with their hands, and Americans do think we ought to have manufacturing. Whenever I’ve been in a plant where it seems well run—and the owners, the managers, are proud of their workers and recognize their accomplishments, and people are respected—people seem pleased about having those jobs.” Flash back to the exchange Berger had with that worker in Ohio, and the vision for the Initiative for New Manufacturing falls further into place: Technological change has a key role to play in creating that kind of work. Okay, US manufacturing may not be overhauled overnight. It will take an effort to change it, one midsize manufacturer after another. But getting that done seems vital for Americans in Ohio, in Massachusetts, and all over.   “We really see a moral imperative,” Berger says, “which is to be able to reach out to the whole country to try to rebuild manufacturing.”

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Using big data for good

A photogenic green-eyed Russian Blue named Petra might just be the world’s most sequenced cat. Petra was rescued from an animal shelter in Reno, Nevada, by Charlie Lieu, MBA ’05, SM ’05, a data whiz, serial entrepreneur, investor, and cofounder of Darwin’s Ark, a community science nonprofit focused on pet genetics. Since becoming Lieu’s furry friend, Petra has had her DNA fully sequenced six times and extracted nearly 60 times, all in the name of science.  Petra is just one of more than 67,000 cats and dogs whose information has been entered by their human caretakers into the Darwin’s Ark databases, which the organization’s researchers and collaborators are using to try to better understand pet health and behavior. Since its founding in 2018, Darwin’s Ark has helped researchers probe everything from cancer to sociability to whether or not trainability is inherited, allowing them to debunk stereotypes about dog breeds and investigate similarities between complex diseases in humans and animals.  Petra is always ready for a close-up.COURTESY OF CHARLIE LIEU DNA testing for dogs  is common at this point, with multiple for-profit companies offering to break down your pet’s breed background for a fee. But Lieu and her Darwin’s Ark cofounder, Elinor K. Karlsson, wanted to go beyond offering individualized DNA reports and invite humans to participate in surveys about how their pets play and socialize, and even whether or not they get the zoomies right after using the litter box. This approach pairs DNA with vast amounts of behavioral data collected by the people who know these animals best, thus harnessing the power of humans’ love for their pets to advance cutting-­edge science.  In the process, Darwin’s Ark has solved a problem that is often an obstacle in human medicine: how to get the enormous quantity of data needed to actually understand, and eventually solve, medical problems. 
It was this problem that initially interested Lieu, who is chief of research operations for Darwin’s Ark, in pet genetics. Lieu spent some of the early, formative years of her career working on the Human Genome Project at the Broad Institute, where she first collaborated with Karlsson—and remembers sleeping under her desk in the late ’90s while “babysitting” servers in case they needed to be rebooted in the middle of the night. For many years, her North Star was cancer research: Her mom had died of cancer, “nearly everyone” on her mom’s side of the family got cancer at some point, and Lieu herself had her first of multiple tumors removed at age 17.  Researchers used data collected by Darwin’s Ark to show that just 9% of variations in dog behavior can be predicted by breed. Throughout her nearly 30 years working with the Broad and other initiatives related to such research, Lieu has often felt struck by how difficult it is to study complex diseases like cancer. Gathering extensive data about people while maintaining their legally mandated privacy can be tricky, as is getting them to participate in strict protocols over the course of many years (an issue she has also experienced from the other side, since she is enrolled in multiple longitudinal studies).
About a decade ago, Lieu reconnected with Karlsson, who had moved on from the Human Genome Project to work on animal genetics and was engaging with pet owners in her research. Karlsson bemoaned how hard it was to get the large-scale genomic data needed to advance scientific understanding, and something clicked. What if they could tap into Lieu’s expertise with big data platforms and her experience starting nonprofits to collect genomic data from pets as a proxy for understanding complex diseases and behavior? “We talked a lot about how we [might] enable a platform that could help us collect the right kinds of data at the level that’s necessary in order to do the kinds of science that the world needs,” Lieu says. That might be hard with humans, but “everybody wants to talk about their dogs and cats, right?” Thus Darwin’s Ark was born. Initially it focused on dogs, and using its data, Karlsson and a team from the Broad and elsewhere were able to demonstrate that just 9% of variations in behavior can be predicted by breed—much less than people might think. Lieu hopes the finding will help certain much-­maligned breeds such as pit bulls, which tend to be adopted at lower rates and sometimes are even put down on the basis of faulty assumptions about their behavior.  But the work Darwin’s Ark is doing isn’t just helping pets—it could benefit humans, too, as researchers increasingly probe the links between human and animal cancers.  Darwin’s Ark initially focused on collecting DNA data from dogs; the nonprofit also invites humans to take part in surveys on such things as how their pets play and socialize.GETTY IMAGES “We were involved in some early dog work in cancer, where we collaborated with another group to understand whether or not you could take a blood draw and figure out whether or not the animal has cancer,” says Lieu. “Turns out you could. And in the last couple of years, an FDA-approved test has been available for humans to figure out whether or not you have lung cancer. All that work started in dogs, so you could start to see the power of doing something in animals that then impacts human health.” Darwin’s Ark broadened its focus to cats in 2024, and while it’s too soon for any results, even the research methods are proving interesting. The usual way to extract DNA from a living animal is by swabbing the inside of a cheek. Dogs don’t mind the process, but cats are not as amenable to having things stuck in their mouths. Nor do cats appreciate having hairs plucked out with their follicles, another potential source of DNA for sequencing. So Chad Nusbaum, PhD ’91, another Human Genome Project colleague that Lieu recruited, helped the Darwin’s Ark team figure out how to effectively extract DNA from fur or hair that has been shed—a big breakthrough for the field. (This means, in practice, that cats’ DNA is collected by brushing their fur. Now the cats “not only don’t mind sample collection—some of them really enjoy it,” Nusbaum says with a laugh.)  That’s good for cats, but it could also have far-reaching implications in the world of conservation, where obtaining DNA from endangered or sensitive animals via blood or skin samples can be prohibitively difficult or distressing to the animals. Being able to rely instead on a few strands of naturally shed hair could unlock new frontiers for conservationists working with sensitive species. The knowledge that progress on such crucial issues could come from inside or outside the organization was what led Lieu and Karlsson to structure Darwin’s Ark as a nonprofit and make its data available for free to researchers outside commercial settings. While it already periodically shares its sequence data in various public repositories, those repositories are managed by different entities, making it more difficult for scientists to use the information. So researchers must often write in, explain what they’re trying to do, and put in a custom request.Darwin’s Ark just got a grant that will allow it to begin building a public portal for the data, making it far easier for researchers to access, match, and use. “Our hope is that we would be able to create a data set that scientists around the world would be able to leverage to elucidate whatever it is that they’re doing,” Lieu says. “Whether you’re a cancer scientist or a neurological scientist or an immunology-focused scientist, any number of complex disease areas could be helped by having very massive data sets.”

For Lieu, Darwin’s Ark is but the latest line in a long and wide-ranging résumé that includes stints at Amazon and NASA. “The thread that ties it all together is big data,” she says. After living and breathing data in her work on the Human Genome Project, Lieu tackled a very different big data challenge at Amazon on a team that collected data on warehouse fulfillment. Drawing on her biological sciences background, she developed an evolutionary algorithm for outbound logistics that made it possible—without constantly analyzing the data—to dynamically optimize storage and dramatically lower fulfillment costs.  The founder or cofounder of at least a dozen ventures to date, she built on her experience at Amazon with her most recent startup, a logistics company called AirTerra that helps e-commerce retailers streamline delivery by bringing together highly fragmented last-mile shipping providers under one umbrella. Officially founded in 2020, it quickly achieved unicorn status and was acquired by the fashion company American Eagle Outfitters in 2021. While Lieu chalks some of that success up to luck (“You start a shipping and logistics organization in the pandemic—of course you’re going to get acquired”), her cofounder Brent Beabout, MBA ’02, is quick to point to the skill and work ethic that made her “luck” possible.  Besides being “highly collaborative” and “super knowledgeable,” Lieu gave her all in a way that set her apart, according to Beabout. “She is a passionate person,” he says. “I’ve never seen a person that worked as many hours as Charlie did … I don’t think she ever slept.” Lieu jokes that she’s in a “midlife crisis” as she sorts out what to do next, because there’s so much she could do. So she’s looking for the “biggest thing” she can do for the world. Though Lieu has made out well as an entrepreneur, she grew up “well below the poverty line.” Both those experiences shaped the kind of investor she’s become: one who is distinctly interested in helping other entrepreneurs confront barriers. “I wanted to look back on all the obstacles that I had faced coming up,” she says. “Not just as a woman, not just as a person of color, but [also] the economic barriers of not having the network, not being able to access other people who have been successful, not even understanding the basics of financial markets.” To that end, she’s spent much of her career trying to give back through mentorship and direct investment in ventures started by founders from underrepresented backgrounds. Her passion for social causes doesn’t end there. Lieu has also volunteered with her local trails association and served on a wide range of boards near her home in the Seattle area. In the mid 2010s, an outdoors-focused organization where she was on the board came under fire for having given a platform to a rock climber who had been credibly accused of sexual assault. As a climber herself, Lieu had assumed that sexual assault wasn’t a major problem in those circles—but, being data-minded as always, she came up with a plan to conduct a survey about the issue while protecting respondents’ anonymity. Lieu on a hike with her goddaughter, Mary Ann Seek (center), and Darwin’s Ark cofounder Elinor Karlsson.COURTESY OF CHARLIE LIEU That survey grew into SafeOutside, a grassroots movement focusing on combating sexual assault in the outdoors community. After parsing the data—and realizing just how widespread the problem was—Lieu spent years interviewing individual survivors about their experiences and eventually partnered with Alpinist magazine to publicize and share the results of the survey. Beyond sparking much-needed conversation, the initiative turned out to be instrumental in getting Charlie Barrett, a once-celebrated professional climber, put behind bars. He is now serving a life sentence after his conviction for repeatedly sexually assaulting a female climber at Yosemite National Park. Three additional women testified at his trial that they had also been sexually assaulted by Barrett. Katie Ives, the editor Lieu worked with on the project at Alpinist, remembers being impressed by Lieu’s “sense of caring and compassion and her determination to amplify the voices of people who have been marginalized by history or by the climbing community.” She describes Lieu as a person “whose life is very much driven by a sense of ethical purpose.” At first Lieu worked on SafeOutside quietly; fearing professional repercussions, she asked that her name be omitted or mentioned only in passing in reporting on the project. She reasoned that the subject made people uncomfortable. But in early 2025, she began to discuss it more openly. “That’s actually part of the problem, right? People who have status refusing to talk about an issue that’s so prevalent,” she says. Today, she’s more outspoken than ever and wants to encourage others with any kind of social clout to speak up as well.
In some ways, this reevaluation of her approach reflects the crossroads at which Lieu now finds herself. After years of starting new ventures, serving on seemingly endless boards, and typically getting by on three to five hours of sleep a night, she’s finally taking a step back: saying no to board positions, pressing pause on new venture ideas, and even hiring a team that allows her to pass off more of her Darwin’s Ark work to other people. Lieu has always liked—and is especially good at—shepherding new companies through the startup and early growth stages. So she’s been recruiting a new leadership team to take over the reins as Darwin’s Ark prepares for its next phase of growth. She’s aiming to step away from day-to-day operations this spring and will remain a board member and active advisor—and jokes that she’s in a sort of “midlife crisis” at age 50 as she tries to sort out what to do next, because there’s so much she could do. In this new chapter, Lieu says, she’s trying to identify the “biggest thing” she can be doing for the world in this moment. For now, she’s leaning toward working on economic inequality and reproductive health access, which she says are inextricably tied not only to each other but also to ecology and sustainability. If her past endeavors—from promoting the well-being of cats to pursuing cures for cancer—are any indication, any cause she devotes herself to will be lucky to have her. “She’s just somebody who gets things done,” says Ives.   And all the data on Lieu says that’s not going to change.

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