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Nvidia lines up partners to boost security for industrial operations
Akamai extends its micro-segmentation and zero-trust security platform Guardicore to run on Nvidia BlueField GPUs The integration offloads user-configurable security processes from the host system to the Nvidia BlueField DPU and enables zero-trust segmentation without requiring software agents on fragile or legacy systems, according to Akamai. Organizations can implement this hardware-isolated, “agentless” security approach to help align with regulatory requirements and lower their risk profile for cyber insurance. “It delivers deep, out-of-band visibility across systems, networks, and applications without disrupting operations. Security policies can be enforced in real time and are capable of creating a strong protective boundary around critical operational systems. The result is trusted insight into operational activity and improved overall cyber resilience,” according to Akamai. Forescout works with Nvidia to bring zero-trust technology to OT networks Forescout applies network segmentation to contain lateral movement and enforce zero-trust controls. The technology would be further integrated into partnership work already being done by the two companies. By running Forescout’s on-premises sensor directly on the Nvidia BlueField, part of Nvidia Cybersecurity AI platform, customers can offload intensive computing tasks, such as deep packet inspections. This speeds up data processing, enhances asset intelligence, and improves real-time monitoring, providing security teams with the insights needed to stay ahead of emerging threats, according to Forescout. Palo Alto to demo Prisma AIRS AI Runtime Security on Nvidia BlueField DPU Palo Alto Networks recently partnered with Nvidia to run its Prisma AI-powered Radio Security(AIRs) package on the Nvidia BlueField DPU and will show off the technology at the conference. The technology is part of the Nvidia Enterprise AI Factory validated design and can offer real-time security protection for industrial network settings. “Prisma AIRS AI Runtime Security delivers deep visibility into industrial traffic and continuous monitoring for abnormal behavior. By running these security services on Nvidia BlueField, inspection

Pure Storage becomes Everpure, acquires 1touch
Other recent research confirms this. In an October Cisco survey of over 8,000 AI leaders, only 35% of companies have clean, centralized data with real-time integration for AI agents. And by 2027, according to IDC, companies that don’t prioritize high-quality, AI-ready data will struggle scaling gen AI and agentic solutions, resulting in a 15% productivity loss. “Every enterprise is talking about AI, but most aren’t AI ready because their data is fragmented and poorly cataloged,” says Brad Gastwirth, global head of research and market intelligence at Circular Technology, a supply chain consultancy. “If Everpure can help turn storage into a structured, intelligent data foundation, that could materially shorten the path from proof of concept to production AI.” It’s not an easy process. It could take years to shift from being viewed primarily as a storage hardware company to a data platform company, Gastwirth says. “There is product integration to get right, but there is also a commercial shift. Sales teams need to sell differently, customers need to budget differently, and the market needs proof points.” And there are many companies in the race to be the data platform for AI. “The difference is where it sits in the stack,” he says. “If Everpure can bake more intelligence directly into the core storage layer instead of layering tools on top, that can actually simplify things.” Putting the control layer closer to the data can be helpful as companies deploy agentic AI. AI agents need to have good access to data to function well, whether as part of their training, in RAG embedding, or via MPC servers. But ensuring that agents only access the data they’re supposed to is a challenge. “The shift to agentic AI is a big reason why you’d want to have your data intelligence tied to your data

Peptides are everywhere. Here’s what you need to know.
MIT Technology Review Explains: Let our writers untangle the complex, messy world of technology to help you understand what’s coming next. You can read more from the series here. Want to lose weight? Get shredded? Stay mentally sharp? A wellness influencer might tell you to take peptides, the latest cure-all in the alternative medicine arsenal. People inject them. They snort them. They combine them into concoctions with superhero names, like the Wolverine stack. Matt Kaeberlein, a longevity researcher, first started hearing about peptides a few years ago. “At that point it was mostly functional medicine doctors that were using peptides,” he says, referring to physicians who embrace alternative medicine and supplements. “In the last six months, it’s kind of gone crazy.” Peptides have gone mainstream. At the health-technology startup Superpower in Los Angeles, employees can get free peptide shots on Fridays. At a health food store in Phoenix, a sidewalk sign reads, “We have peptides!” At a tae kwon do center in South Carolina, a peptide wholesaler hosts an informational evening. On social media, they’re everywhere. And that popularity seems poised to grow; Department of Health and Human Services secretary Robert F. Kennedy Jr. has promised to end the FDA’s “aggressive suppression” of peptides.
The benefits and risks of many of these compounds, however, are largely unknown. Some of the most popular peptides have never been tested in human trials. They are sold for research purposes, not human consumption. Some are illegal knockoffs of wildly successful weight-loss medicines. The vast majority come from China, a fact that has some legislators worried. Last week, Senator Tom Cotton urged the head of the FDA to crack down on illegal shipments of peptides from China. In the absence of regulatory oversight, some people are sending the compounds they purchase off for independent testing just to ensure that the product is legit. What is a peptide? A peptide is simply a short string of amino acids, the building blocks of proteins. “Scientists generally think of peptides as very small protein fragments, but we don’t really have a precise cutoff between a peptide and a protein,” says Paul Knoepfler, a stem-cell researcher at the University of California, Davis. Insulin is a peptide, as is human growth hormone. So are some neurotransmitters, like oxytocin.
But when wellness influencers talk about peptides, they’re often referring to particular compounds—formulated as injections, pills, or nasal sprays—that have become trendy lately. Some of these peptides are FDA-approved prescription medications. GLP-1 medicines, for example, are approved to treat diabetes and obesity but are also easily accessible online to almost anyone who wants to use them. Many sites sell microdoses of GLP-1s with claims that they can “support longevity,” reduce cognitive decline, or curb inflammation. Many more peptides are experimental. “The majority fall into the unapproved bucket,” says Kaeberlein, who is chief executive officer of Optispan, a Seattle-based health-care technology company focused on longevity. That bucket includes drugs that promote the release of growth hormones, like TB-500, CJC-1295, and ipamorelin, and compounds said to promote tissue repair and wound healing, like BPC-157 and GHK-Cu. It’s primarily these unapproved compounds that have raised concerns. “Anybody can set up an online shop selling research-grade peptides,” says Tenille Davis, a pharmacist and chief advocacy officer at the Alliance for Pharmacy Compounding, a trade organization representing more than 600 pharmacies. “And nobody knows what’s even in the vials.” It’s not just fitness gurus, biohackers, and longevity fanatics who are taking these experimental drugs. Kaeberlein recalls hearing about an acquaintance whose doctor prescribed her unapproved peptides. She was “just a typical upper-middle-class woman,” he says. “That’s when it really hit me that this has sort of gone relatively mainstream.” What do peptides do? All kinds of things, purportedly. GHK-Cu is supposed to help with wound healing and collagen production. BPC-157 is said to promote tissue repair and curb inflammation, TB-500 to foster blood vessel formation. Here’s the caveat: The evidence for these benefits comes largely from animal studies and online testimonials, not human trials. “There’s no human clinical evidence to show that they even do what people are claiming that they do,” says Stuart Phillips, a muscle physiologist at McMaster University in Hamilton, Ontario. “So it could be just a giant rip-off.” Some experimental peptides probably do have beneficial wound healing properties or regenerative effects, Kaeberlein says. For BPC-157, for example, “the animal data is compelling,” he says. But there are still plenty of unknowns: What is the right dosage? How long should you take it? What’s the best way to administer it? Those are questions that can be answered only through rigorous clinical trials. In the absence of those studies, doctors “just make up their own protocols,” he says. Some consumers go the DIY route, reconstituting powdered peptides and injecting their own concoctions at home. So why am I seeing ads for these peptide therapies if they’re not approved? Federal law prohibits companies from marketing medications that haven’t been approved. That includes most peptides, which are regulated as small molecules, not dietary supplements. (Two notable exceptions are collagen peptides and creatine peptides, often sold as powders.) The law is designed to protect consumers from drugs that haven’t been proved safe and effective. But it doesn’t stop labs from making peptides for research purposes. “Most of the peptides being consumed in the marketplace now are being sold by these online companies that are selling them labeled for research use only,” Davis says. The vials often bear disclaimers that clearly say as much: “For research use only” or “Not for human consumption.” It’s illegal to market these products for human use, but “the websites make it pretty clear that the buyers are intended to be using these products themselves,” she says.
The practice isn’t legal, but enforcement has been sporadic. “FDA sends warning letters, shuts down companies. But because it’s all online, they have a really hard time keeping up with these entities,” Davis says. And companies have plenty of incentive to keep illegally marketing the products. “They can make millions of dollars without having to spend money and time doing research,” Knoepfler says. “It’s a cash grab.” Compounding pharmacies, which are legally allowed to create bespoke medications by mixing bulk active ingredients, often get requests to dispense peptides, but most peptides don’t meet the eligibility criteria for compounding. This has always been the case, but in 2023 the FDA explicitly added several common experimental peptides to the list of bulk substances that cannot be compounded because of safety concerns. “It put an exclamation point on policy that was already in place,” Davis says. Many GLP-1 medications are available from compounding pharmacies. That used to be accepted because the drugs were in short supply. Now, however, supplies of most of these medications are stable, and sellers are under increasing pressure from regulators to stop mass-marketing these drugs. What’s the harm in trying them? Peptides sold for research purposes come from labs with little regulatory oversight. “When you buy stuff online intended for research grade, you have no idea what’s in the vial that you’re getting. You have no idea the sterility practices that it was manufactured under, or what sort of impurities might be in the vial,” Davis says. Phillips has heard some people say they send their peptides for third-party testing to ensure that they’re pure, “like it’s some kind of flex,” he says. “And I’m like, ‘Well, you just proved that this stuff lives in the shadows, for crying out loud.’” Finnrick Analytics, a peptide-testing startup in Austin, Texas, has analyzed the purity and potency of more than 5,000 samples of 15 different peptides from 173 vendors. The results show that the quality varies substantially from vendor to vendor and even batch to batch. For example, the company tested nearly 450 samples of BPC-157 from 64 vendors. In some cases, the vials sold as BPC-157 didn’t contain the compound at all. In those that did, the purity varied from about 82% to 100%. Perhaps more worrying, 8% of all the peptide samples Finnrick tested had measurable levels of endotoxins, bacterial fragments that can cause fever and chills or, in larger doses, septic shock. The health risks aren’t just hypothetical. In 2025, two women had to be hospitalized and placed on ventilators after receiving peptide injections at a longevity conference in Las Vegas. Both recovered, and it’s still not clear whether they reacted to the peptides themselves or to some impurity in the vials.
“The idea that all peptides are safe and all peptides are natural is just nonsense,” Kaeberlein says. “I tend to consider myself fairly libertarian when it comes to what people want to do for their health,” he adds. “If you want to take an experimental drug, that’s up to you.” But the problem with unregulated experimental therapies is that it’s exceedingly difficult to assess benefit and harm. “The relatively small percentage of people that are bad actors will be bad actors, and they will dishonestly market this stuff to people who aren’t equipped to really understand the true risks and rewards,” he says. And, like any drug, peptides come with a risk of side effects. For approved medications, these are detailed right on the package insert. But for many experimental peptides, there hasn’t been enough research to understand what those side effects might be. Some researchers have warned that peptides that promote growth or blood vessel formation might also foster the growth of cancers.
For competitive athletes who use peptides, meanwhile, the risks include not just possible health problems but suspension. Some peptides, like BPC-157, are banned by the World Anti-Doping Agency. The FDA has undergone a pretty substantial overhaul under the Trump administration. Are the regulations around peptides likely to change? I don’t have a crystal ball, but it seems likely. In May 2025, US health secretary Robert F. Kennedy Jr. joined the longevity enthusiast and biohacker Gary Brecka on his podcast The Ultimate Human and promised to “end the war at FDA against alternative medicine—the war on stem cells, the war on chelating drugs, the war on peptides.” Knoepfler anticipates that Kennedy will force the FDA to allow compounding of some of the most popular peptides, like BPC-157 and GHK-Cu. “Such a step would put public health at great risk, while giving compounders and likely wellness influencers a lot more profit,” he says. The FDA seems intent on cracking down on GLP-1 copycats, however. In early February, commissioner Marty Makary posted on X that the agency would take “swift action against companies mass-marketing illegal copycat drugs, claiming they are similar to FDA-approved products.”

The human work behind humanoid robots is being hidden
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. In January, Nvidia’s Jensen Huang, the head of the world’s most valuable company, proclaimed that we are entering the era of physical AI, when artificial intelligence will move beyond language and chatbots into physically capable machines. (He also said the same thing the year before, by the way.) The implication—fueled by new demonstrations of humanoid robots putting away dishes or assembling cars—is that mimicking human limbs with single-purpose robot arms is the old way of automation. The new way is to replicate the way humans think, learn, and adapt while they work. The problem is that the lack of transparency about the human labor involved in training and operating such robots leaves the public both misunderstanding what robots can actually do and failing to see the strange new forms of work forming around them. Consider how, in the AI era, robots often learn from humans who demonstrate how to do a chore. Creating this data at scale is now leading to Black Mirror–esque scenarios. A worker in Shanghai, for example, recently spent a week wearing a virtual-reality headset and an exoskeleton while opening and closing the door of a microwave hundreds of times a day to train the robot next to him, Rest of World reported. In North America, the robotics company Figure appears to be planning something similar: It announced in September it would partner with the investment firm Brookfield, which manages 100,000 residential units, to capture “massive amounts” of real-world data “across a variety of household environments.” (Figure did not respond to questions about this effort.)
Just as our words became training data for large language models, our movements are now poised to follow the same path. Except this future might leave humans with an even worse deal, and it’s already beginning. The roboticist Aaron Prather told me about recent work with a delivery company that had its workers wear movement-tracking sensors as they moved boxes; the data collected will be used to train robots. The effort to build humanoids will likely require manual laborers to act as data collectors at massive scale. “It’s going to be weird,” Prather says. “No doubts about it.” Or consider tele-operation. Though the endgame in robotics is a machine that can complete a task on its own, robotics companies employ people to operate their robots remotely. Neo, a $20,000 humanoid robot from the startup 1X, is set to ship to homes this year, but the company’s founder, Bernt Øivind Børnich, told me recently that he’s not committed to any prescribed level of autonomy. If a robot gets stuck, or if the customer wants it to do a tricky task, a tele-operator from the company’s headquarters in Palo Alto, California, will pilot it, looking through its cameras to iron clothes or unload the dishwasher.
This isn’t inherently harmful—1X gets customer consent before switching into tele-operation mode—but privacy as we know it will not exist in a world where tele-operators are doing chores in your house through a robot. And if home humanoids are not genuinely autonomous, the arrangement is better understood as a form of wage arbitrage that re-creates the dynamics of gig work while, for the first time, allowing physical tasks to be performed wherever labor is cheapest. We’ve been down similar roads before. Carrying out “AI-driven” content moderation on social media platforms or assembling training data for AI companies often requires workers in low-wage countries to view disturbing content. And despite claims that AI will soon enough train on its outputs and learn on its own, even the best models require an awful lot of human feedback to work as desired. These human workforces do not mean that AI is just vaporware. But when they remain invisible, the public consistently overestimates the machines’ actual capabilities. That’s great for investors and hype, but it has consequences for everyone. When Tesla marketed its driver-assistance software as “Autopilot,” for example, it inflated public expectations about what the system could safely do—a distortion a Miami jury recently found contributed to a crash that killed a 22-year-old woman (Tesla was ordered to pay $240 million in damages). The same will be true for humanoid robots. If Huang is right, and physical AI is coming for our workplaces, homes, and public spaces, then the way we describe and scrutinize such technology matters. Yet robotics companies remain as opaque about training and tele-operation as AI firms are about their training data. If that does not change, we risk mistaking concealed human labor for machine intelligence—and seeing far more autonomy than truly exists.

The Download: Chicago’s surveillance network, and building better bras
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Inside Chicago’s surveillance panopticon Chicago has tens of thousands of surveillance cameras—up to 45,000, by some estimates. That’s among the highest numbers per capita in the US. Chicago boasts one of the largest license plate reader systems in the country, and the ability to access audio and video surveillance from independent agencies such as the Chicago Public Schools, the Chicago Park District, and the public transportation system as well as many residential and commercial security systems such as Ring doorbell cameras.Law enforcement and security advocates say this vast monitoring system protects public safety and works well.
But activists and many residents say it’s a surveillance panopticon that creates a chilling effect on behavior and violates guarantees of privacy and free speech. Read the full story. —Rod McCullom
Job titles of the future: Breast biomechanic Twenty years ago, Joanna Wakefield-Scurr was having persistent pain in her breasts. Her doctor couldn’t diagnose the cause but said a good, supportive bra could help. A professor of biomechanics, Wakefield-Scurr thought she could do a little research and find a science-backed option. Two decades later, she’s still looking.Wakefield-Scurr now leads an 18-person team at the Research Group in Breast Health at the University of Portsmouth in the UK. And as more women take up high-impact sports, the need to understand what makes a good bra grows, she says her lab can’t keep up with demand. Read the full story. —Sara Harrison These stories are both from the next print issue of MIT Technology Review magazine, which is all about crime. If you haven’t already, subscribe now to receive future issues once they land. The must-reads I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.
1 Inside ICE’s plans to build huge detention centers across the USThe identities of the personnel who authorized it have been revealed in metadata. (Wired $)+ A UK tourist with a valid visa was detained by ICE for six weeks. (The Guardian) 2 The UAE says it was targeted by a wave of AI-backed cyberattacksAuthorities said the attacks marked a major shift in methods, but didn’t elaborate. (Bloomberg $)+ New cybersecurity rules are hobbling small defense suppliers. (Reuters)+ AI is already making online crimes easier. It could get much worse. (MIT Technology Review)3 What does the public really think about AI?Tech leaders are worried they might not be fully onboard with their missions. (NYT $)+ How social media encourages the worst of AI boosterism. (MIT Technology Review) 4 It looks like X really is pushing its users further to the rightAs well as attracting more conservative thinkers in the first place. (NY Mag $)+ The platform is currently disputing a major European fine. (Politico $)5 Meet the farmers standing up to data center buildersThey’re turning down deals worth millions for the land they’ve worked for decades. (The Guardian)+ A data center venture launched at the White House isn’t delivering on its promises. (The Information $)+ Data centers are amazing. Everyone hates them. (MIT Technology Review) 6 America has a plan to fight back against China’s AIIt hopes to send Tech Corps volunteers around the world to promote its own national efforts. (Rest of World)+ China’s plan to lure in new AI customers? Bubble tea. (FT $)+ The State of AI: Is China about to win the race? (MIT Technology Review) 7 Clouds are a major climate problem ☁️They’re making it harder for scientists to model the weather accurately. (Quanta Magazine)+ The building legal case for global climate justice. (MIT Technology Review) 8 AI is still hopeless at reading PDFsBut companies keep deploying it across work systems anyway. (The Verge) 9 A “Fitbit for farts” could help analyze your gastrointestinal healthIf you don’t mind wearing a sensor tucked into your underwear, that is. (WSJ $)10 Gen Z is fascinated by corporate culture 💼TikTok’s “WorkTok” videos are very effective at romanticizing the daily grind. (FT $)
Quote of the day “It also takes a lot of energy to train a human. It takes like 20 years of life and all of the food you eat during that time before you get smart.”
—Sam Altman, CEO of OpenAI, compares the environmental impact of training AI’s vast models to the effort required to train a human during an event in India, TechCrunch reports. One more thing How one mine could unlock billions in EV subsidiesOn a pine farm north of the tiny town of Tamarack, Minnesota, Talon Metals has uncovered one of America’s densest nickel deposits—and now it wants to begin extracting it.If regulators approve the mine, it could mark the starting point in what the company claims would become the country’s first complete domestic nickel supply chain, running from the bedrock beneath the Minnesota earth to the batteries in electric vehicles across the nation.MIT Technology Review wanted to provide a clearer sense of the law’s on-the-ground impact by zeroing in on a single project and examining how these rich subsidies could be unlocked at each point along the supply chain. Take a look at what we found out. —James Temple
We can still have nice things A place for comfort, fun and distraction to brighten up your day. (Got any ideas? Drop me a line or skeet ’em at me.) + Alysa Liu’s gold medal-winning Winter Olympics figure skating route is truly amazing.+ Mmm, delicious ancient Roman pizza.+ It’s not every day you find 2,000 year-old footprints while walking your dog 👣+ Nature is full of surprises, and so are the winners of this year’s Sony World Photography Awards.

Inside Chicago’s surveillance panopticon
Early on the morning of September 2, 2024, a Chicago Transit Authority Blue Line train was the scene of a random and horrific mass shooting. Four people were shot and killed on a westbound train as it approached the suburb of Forest Park. The police swiftly activated a digital dragnet—a surveillance network that connects thousands of cameras in the city. The process began with a quick review of the transit agency’s surveillance cameras, which captured the alleged gunman shooting the victims execution style. Law enforcement followed the suspect, through real-time footage, across the rapid-transit system. Police officials circulated the images to transit staff and to thousands of officers. An officer in the adjacent suburb of Riverdale recognized the suspect from a previous arrest. By the time he was captured at another train station, just 90 minutes after the shooting, authorities already had his name, address, and previous arrest history. Little of this process would come as much surprise to Chicagoans. The city has tens of thousands of surveillance cameras—up to 45,000, by some estimates. That’s among the highest numbers per capita in the US. Chicago boasts one of the largest license plate reader systems in the country, and the ability to access audio and video surveillance from independent agencies such as the Chicago Public Schools, the Chicago Park District, and the public transportation system as well as many residential and commercial security systems such as Ring doorbell cameras. Law enforcement and security advocates say this vast monitoring system protects public safety and works well. But activists and many residents say it’s a surveillance panopticon that creates a chilling effect on behavior and violates guarantees of privacy and free speech. Black and Latino communities in Chicago have historically been targeted by excessive policing and surveillance, says Lance Williams, a scholar of urban violence at Northeastern Illinois University. That scrutiny has created new problems without delivering the promised safety, he suggests. In order to “solve the problem of crime or violence and make these communities safer,” he says, “you have to deal with structural problems,” such as the shortage of livable-wage jobs, affordable housing, and mental-health services across the city.
Recent years have seen some effective pushback against the surveillance. Until recently, for example, the city was the largest customer of ShotSpotter acoustic sensors, which are designed to detect gunfire and alert police. The system was introduced in a small area on the South Side in 2012. By 2018, an area of about 136 square miles—some 60% of the city—was covered by the acoustic surveillance network. Critics questioned ShotSpotter’s effectiveness and objected that the sensors were installed largely in Black and Latino neighborhoods. Those critiques gained urgency with the fatal shooting in March 2021 of a 13-year-old, Adam Toledo, by police responding to a ShotSpotter alert. The tragedy became the touchstone of the #StopShotSpotter protest movement and one of the major issues in Brandon Johnson’s successful mayoral campaign in 2023. When he reached office, Johnson followed through, ending the city’s contract with SoundThinking, the San Francisco Bay Area company behind ShotSpotter. In total, it’s estimated the city paid more than $53 million for the system.
In response to a request for comment, SoundThinking said that ShotSpotter enables law enforcement “to reach the scene faster, render aid to victims, and locate evidence more effectively.” It stated the company “plays no part in the selection of deployment areas” but added: “We believe communities experiencing the highest levels of gun violence deserve the same rapid emergency response as any other neighborhood.” While there has been successful resistance to police surveillance in the nation’s third-largest city, there are also countervailing forces: governments and officials in Chicago and the surrounding suburbs are moving to expand the use of surveillance, also in response to public pressure. Even the victory against acoustic surveillance might be short-lived. Early last year, the city issued a request for proposals for gun violence detection technology. Many people in and around Chicago—digital privacy and surveillance activists, defense attorneys, law enforcement officials, and ordinary citizens—are part of this push and pull. Here are some of their stories. Alejandro Ruizesparza and Freddy MartinezCofounders, Lucy Parsons Labs Oak Park, a quiet suburb at Chicago’s western border, is the birthplace of Ernest Hemingway. It includes the world’s largest collection of Frank Lloyd Wright–designed buildings and homes. Until recently, the village of Oak Park was also the center of a three-year-long campaign against an unwelcome addition to its manicured lawns and Prairie-style architecture: automated license plate readers from a company called Flock Safety. These are high-speed cameras that automatically scan license plates to look for stolen or wanted vehicles, or for drivers with outstanding warrants. Freddy Martinez (left) and Alejandro Ruizesparza (right) direct Lucy Parsons Labs, a charitable organization focused on digital rights.AKILAH TOWNSEND An Oak Park group called Freedom to Thrive—made up of parents, activists, lawyers, data scientists, and many others—suspected that this technology was not a good or equitable addition to their neighborhood. So the group engaged the Chicago-based nonprofit Lucy Parsons Labs to help navigate the often intimidating process of requesting license plate reader data under the Illinois Freedom of Information Act. Lucy Parsons Labs, which is named for a turn-of-the-century Chicago labor organizer, investigates technologies such as license plate readers, gunshot detection systems, and police bodycams. LPL provides digital security and public records training to a variety of groups and is frequently called on to help community members audit and analyze surveillance systems that are targeting their neighborhoods. It’s led by two first-generation Mexican-Americans from the city’s Southwest Side. Alejandro Ruizesparza has a background in community organizing and data science. Freddy Martinez was also a community organizer and has a background in physics.
The group is now approaching its 10th year, but it was an all-volunteer effort until 2022. That’s when LPL received its first unrestricted, multi-year operational grant from a large foundation: the Chicago-based John D. and Catherine T. MacArthur Foundation, known worldwide for its so-called “genius grants.” A grant from the Ford Foundation followed the next year. The additional resources—a significant amount compared with the previous all-volunteer budget, acknowledges Ruizesparza—meant the two cofounders and two volunteers became full-time employees. But the group is determined not to become “too comfortable” and lose its edge. There is a tenacity to Lucy Parsons Labs’ work—a “sense of scrappiness,” they say—because “we did so much of this work with no money.” One of LPL’s primary strategies is filing extensive FOIA requests for raw data sets of police surveillance. The process can take a while, but it often reveals issues. In the case of Oak Park, the FOIA requests were just one tool that Freedom to Thrive and LPL used to sort out what was going on. The data revealed that in the first 10 months of operation, the eight Flock license plate readers the town had deployed scanned 3,000,000 plates. But only 42 scans led to an alert—an infinitesimal yield of 0.000014%.
At the same time, the impacts of those few flagged license plates were disproportionate. While Oak Park’s population of about 53,000 is only 19% Black, Black drivers made up 85% of those flagged by the Flock cameras, seemingly amplifying what were already concerning racial disparities in the village’s traffic stops. Flock did not respond to a request for comment. “We became almost de facto experts in navigating the process and the law. I think that sort of speaks to some of the DIY punk aesthetic.” Freddy Martinez, cofounder, Lucy Parsons Labs LPL brings a mix of radical politics and critical theory to its mission. Most surveillance technologies are “largely extensions of the plantation systems,” says Ruizesparza. The comparison makes sense: Many slaveholding communities required enslaved persons to carry signed documents to leave plantations and wear badges with numbers sewn to their clothing. The group says it aims to empower local communities to push back against biased policing technologies through technical assistance, training, and litigation—and to demystify algorithms and surveillance tools in the process. “When we talk to people, they realize that you don’t need to know how to run a regression to understand that a technology has negative implications on your life,” says Ruizesparza. “You don’t need to understand how circuits work to understand that you probably shouldn’t have all of these cameras embedded in only Black and brown regions of a city.”
The group came by some of its techniques through experimentation. “When LPL was first getting started, we didn’t really feel like FOIA would have been a good way of getting information. We didn’t know anything about it,” says Martinez. “Along the way, we were very successful in uncovering a lot of surveillance practices.” One of the covert surveillance practices uncovered by those aggressive FOIA requests, for example, was the Chicago Police Department’s use of “Stingray” equipment, portable surveillance devices deployed to track and monitor mobile phones. The contentious issue of Oak Park’s license plate readers was finally put to a vote in late August. The village trustees voted 5–2 to terminate the contract with Flock Safety. Since then, community-based groups from across the country—as far away as California—have contacted LPL to say the Chicago collective’s work has inspired their own efforts, says Martinez: “We became almost de facto experts in navigating the process and the law. I think that sort of speaks to some of the DIY punk aesthetic.” Brian Strockis Chief, Oak Brook Police Department If you drive about 20 miles west of Chicago, you’ll find Oakbrook Center, one of the nation’s leading luxury shopping destinations. The open-air mall includes Neiman-Marcus, Louis Vuitton, and Gucci and attracts high-end shoppers from across the region. It’s also become a destination for retail theft crews that coordinate “smash and grabs” and often escape with thousands of dollars’ worth of inventory that can be quickly sold, such as sunglasses or luxury handbags. In early December, police say, a Chicago man tried to lead officers on what could have been a dangerous high-speed chase from the mall. Patrol cars raced to the scene. So did a “first responder drone,” built by Flock Safety and deployed by the Oak Brook Police Department. The drone identified the suspect vehicle from the mall parking lot using its license plate reader and snapped high-definition photos that were texted to officers on the ground. The suspect was later tracked to Chicago, where he was arrested. Brian Strockis, chief of the Oak Brook Police Department, led the way in introducing drones as first responders in the state of Illinois.AKILAH TOWNSEND This was the type of outcome that Brian Strockis, chief of the Oak Brook Police Department, hoped for when he pioneered the “drone as first responder,” or DFR, program in Illinois. A longtime member of the force, he joined the department almost 25 years ago as a patrol officer, worked his way up the brass ladder, and was awarded the top job in 2022.
Oak Brook was the first municipality in Illinois to deploy a drone as a first responder. One of the main reasons, says Strockis, was to reduce the number of high-speed chases, which are potentially dangerous to officers, suspects, and civilians. A drone is also a more effective and cost-efficient way to deal with suspects in fleeing vehicles, says Strockis. Police say there was the potential for a dangerous high-speed chase. Patrol cars raced to the scene. But the first unit to arrive was a drone. “It’s a force multiplier in that we’re able to do more with less,” says the chief, who spoke with me in his office at Oak Brook’s Village Hall.
The department’s drone autonomously launches from the roof of the building and responds to about 10 to 12 service calls per day, at speeds up to 45 miles per hour. It arrives at crime scenes before patrol officers in nine out of every 10 cases. Next door to Village Hall is the Oak Brook Police Department’s real-time crime center, a large room with two video walls that integrates livestreams from the first-responder drone, handheld drones, traffic cameras, license plate readers, and about a thousand private security cameras. When I visited, the two DFR operators demonstrated how the machine can fly itself or be directed to locations from a destination entered on Google Maps. They sent it off to a nearby forest preserve and then directed it to return to the rooftop base, where it docks automatically, changes batteries, and charges. After the demo, one of the drone operators logged the flight, as required by state law. Strockis says he is aware of the privacy concerns around using this technology but that protections are in place. For example, the drone cannot be used for random or mass surveillance, he says, because the camera is always pointed straight ahead during flight and does not angle down until it reaches its desired location. The drone’s payload does not include facial recognition technology, which is restricted by state law, he says. The drone video footage is invaluable, he adds, because “you are seeing the events as they’re transpiring from an angle that you wouldn’t otherwise be privy to.” It’s an extra layer of protection for the public as well as for the officers, says the chief: “For every incident that an officer responds to now, you have squad car and bodycam video. You likely have cell-phone video from the public, officers, complainants, from offenders. So adding this element is probably the best video source on a scene that the police are going to anyway.” Mark Wallace Executive director, Citizens to Abolish Red Light Cameras Mark Wallace wears several hats. By day he is a real estate investor and mortgage lender. But he is probably best known to many Chicagoans—especially across the city’s largely African-American communities on the South and West Sides—as a talk radio host for the station WVON and one of the leading voices against the city’s extensive network of red-light and speed cameras. For the past two decades, city officials have maintained that the cameras—which are officially known as “automated enforcement”—are a crucial safety measure. They are also a substantial revenue stream, generating around $150 million a year and a total of some $2.5 billion since they were installed.
Urged on by a radio listener, Mark Wallace started organizing against Chicago’s red-light and speed cameras, a substantial revenue stream for the city that has been found to disproportionately burden majority Black and Latino areas.AKILAH TOWNSEND “The one thing that the cameras have the ability to do is generate a lot of money,” Wallace says. He describes the tickets as a “cash grab” that disproportionately affects Black and Latino communities. A groundbreaking 2022 analysis by ProPublica found, in fact, that households in majority Black and Latino zip codes were ticketed at much higher rates than others, in part because the cameras in those areas were more likely to be installed near expressway ramps and on wider streets, which encouraged faster speeds. The tickets, which can quickly rack up late fees, were also found to cause more of a financial burden in such communities, the report found. These were some of the same concerns that many people expressed on the radio and in meetings, Wallace says. Chicago’s automated traffic enforcement began in 2003, and it became the most extensive—and most lucrative—such program in the country. About 300 red-light cameras and 200 speed cameras are set up near schools and parks. The cost of the tickets can quickly double if they are not paid or contested—providing a windfall for the city. Wallace began his advocacy against the cameras soon after arriving at the radio station in the early 2010s. A younger listener called in and said, he recalls, “that he enjoyed the information that came from WVON but that we didn’t do anything.” The comment stuck with him, especially in light of WVON’s storied history. The station was closely involved in the civil rights movement of the 1960s and broadcast Martin Luther King Jr.’s speeches during his Chicago campaign. Wallace hoped to change the caller’s perception about the station. He had firsthand experience with red-light cameras, having been ticketed himself, and decided to take them on as a cause. He scheduled a meeting at his church for a Friday night, promoting it on his show. “More than 300 people showed up,” he remembers, chatting with me in the spacious project studio and office in the basement of his townhouse on the city’s South Side. “That said to me there are a lot of people who see this inequity and injustice.” Wallace began using his platform on WVON—The People’s Show—to mobilize communities around social and economic justice, and many discussions revolved around the automated enforcement program. The cause gained traction after city and state officials were found to have taken thousands of dollars from technology and surveillance companies to make sure their cameras remained on the streets. Wallace and his group, Citizens to Abolish Red Light Cameras, want to repeal the ordinances authorizing the city’s camera programs. That hasn’t happened so far, but political pressure from the group paved the way for a Chicago City Council ordinance that required public meetings before any red-light cameras are installed, removed, or relocated. The group hopes for more restrictions for speed cameras, too. “It was never about me personally. It was about ensuring that we could demonstrate to people that you have power,” says Wallace. “If you don’t like something, as Barack Obama would say, get a pen and clipboard and go to work to fight to make these changes.” Jonathan Manes Senior counsel, MacArthur Justice Center Derick Scruggs, a 30-year-old father and licensed armed security guard, was working in the parking lot of an AutoZone on Chicago’s Southwest Side on April 19, 2021. That’s when he was detained, interrogated, and subjected to a “humiliating body search” by two Chicago police officers, Scruggs later attested. “I was just doing my job when police officers came at me, handcuffed me, and treated me like a criminal—just because I was near a ShotSpotter alert,” he says. The officers found no evidence of a shooting and released Scruggs. But the next day, the police returned and arrested him for an alleged violation related to his security guard paperwork. Prosecutors later dismissed the charges, but he was held in custody overnight and was then fired from his job. “Because of what they did,” he says, “I lost my job, couldn’t work for months, and got evicted from my apartment.” Jonathan Manes litigated cases related to detentions at Guantanamo Bay and the legality of drone strikes before turning his attention to Chicago’s implementation of gunshot detection technology.AKILAH TOWNSEND Scruggs is believed to be among thousands of Chicagoans who’ve been questioned, detained, or arrested by police because they were near the location of a ShotSpotter alert, according to an analysis by the City of Chicago Office of Inspector General. The case caught the attention of Jonathan Manes, a law professor at Northwestern and senior counsel at the MacArthur Justice Center, a public interest law firm. Manes previously worked in national security law, but when he joined the justice center about six years ago, he chose to focus squarely on the intersection of civil rights with police surveillance and technology. “My goal was to identify areas that weren’t well covered by other civil rights organizations but were a concern for people here in Chicago,” he says. “There is a need for much broader structural change to how the city chooses to use surveillance technology and then deploys it.” Jonathan Manes, senior counsel, MacArthur Justice Center And when he and his colleagues looked into ShotSpotter, they revealed a disturbing problem: The system generated alerts that yielded no evidence of gun-related crimes but were used by police as a pretext for other actions. There seemed to be “a pattern of people being stopped, detained, questioned, sometimes arrested, in response to a ShotSpotter alert—often resulting in charges that have nothing to do with guns,” Manes says. The system also directed a “massive number of police deployments onto the South and West Sides of the city,” Manes says. Those regions are home to most of Chicago’s Black and Latino residents. The research showed that 80% of the city’s Black population but only 30% of its white population lived in districts covered by the system. Manes brought Scruggs’s case into a lawsuit that he was already developing against the city’s use of ShotSpotter. In late 2025, he and his colleagues reached a settlement that prohibits police officers from doing what they did in Scruggs’s case—stopping or searching people simply because they are near the location of a gunshot detection alert. Chicago had already decommissioned ShotSpotter in 2024, but the agreement will cover any future gunshot detection systems. Manes is carefully watching to see what happens next. Though Manes is pleased with the settlement, he points out that it narrowly focused on how police resources were used after the gunshot detection system was operational. “There is a need for much broader structural change to how the city chooses to use surveillance technology and then deploys it,” he adds. He supports laws that require disclosure from local officials and law enforcement about what technologies are being proposed and how civil rights could be affected. More than two dozen jurisdictions nationwide have adopted surveillance transparency laws, including San Francisco, Seattle, Boston, and New York City. But so far Chicago is not on that list. Rod McCullom is a Chicago-based science and technology writer whose focus areas include AI, biometrics, cognition, and the science of crime and violence.

Nvidia lines up partners to boost security for industrial operations
Akamai extends its micro-segmentation and zero-trust security platform Guardicore to run on Nvidia BlueField GPUs The integration offloads user-configurable security processes from the host system to the Nvidia BlueField DPU and enables zero-trust segmentation without requiring software agents on fragile or legacy systems, according to Akamai. Organizations can implement this hardware-isolated, “agentless” security approach to help align with regulatory requirements and lower their risk profile for cyber insurance. “It delivers deep, out-of-band visibility across systems, networks, and applications without disrupting operations. Security policies can be enforced in real time and are capable of creating a strong protective boundary around critical operational systems. The result is trusted insight into operational activity and improved overall cyber resilience,” according to Akamai. Forescout works with Nvidia to bring zero-trust technology to OT networks Forescout applies network segmentation to contain lateral movement and enforce zero-trust controls. The technology would be further integrated into partnership work already being done by the two companies. By running Forescout’s on-premises sensor directly on the Nvidia BlueField, part of Nvidia Cybersecurity AI platform, customers can offload intensive computing tasks, such as deep packet inspections. This speeds up data processing, enhances asset intelligence, and improves real-time monitoring, providing security teams with the insights needed to stay ahead of emerging threats, according to Forescout. Palo Alto to demo Prisma AIRS AI Runtime Security on Nvidia BlueField DPU Palo Alto Networks recently partnered with Nvidia to run its Prisma AI-powered Radio Security(AIRs) package on the Nvidia BlueField DPU and will show off the technology at the conference. The technology is part of the Nvidia Enterprise AI Factory validated design and can offer real-time security protection for industrial network settings. “Prisma AIRS AI Runtime Security delivers deep visibility into industrial traffic and continuous monitoring for abnormal behavior. By running these security services on Nvidia BlueField, inspection

Pure Storage becomes Everpure, acquires 1touch
Other recent research confirms this. In an October Cisco survey of over 8,000 AI leaders, only 35% of companies have clean, centralized data with real-time integration for AI agents. And by 2027, according to IDC, companies that don’t prioritize high-quality, AI-ready data will struggle scaling gen AI and agentic solutions, resulting in a 15% productivity loss. “Every enterprise is talking about AI, but most aren’t AI ready because their data is fragmented and poorly cataloged,” says Brad Gastwirth, global head of research and market intelligence at Circular Technology, a supply chain consultancy. “If Everpure can help turn storage into a structured, intelligent data foundation, that could materially shorten the path from proof of concept to production AI.” It’s not an easy process. It could take years to shift from being viewed primarily as a storage hardware company to a data platform company, Gastwirth says. “There is product integration to get right, but there is also a commercial shift. Sales teams need to sell differently, customers need to budget differently, and the market needs proof points.” And there are many companies in the race to be the data platform for AI. “The difference is where it sits in the stack,” he says. “If Everpure can bake more intelligence directly into the core storage layer instead of layering tools on top, that can actually simplify things.” Putting the control layer closer to the data can be helpful as companies deploy agentic AI. AI agents need to have good access to data to function well, whether as part of their training, in RAG embedding, or via MPC servers. But ensuring that agents only access the data they’re supposed to is a challenge. “The shift to agentic AI is a big reason why you’d want to have your data intelligence tied to your data

Peptides are everywhere. Here’s what you need to know.
MIT Technology Review Explains: Let our writers untangle the complex, messy world of technology to help you understand what’s coming next. You can read more from the series here. Want to lose weight? Get shredded? Stay mentally sharp? A wellness influencer might tell you to take peptides, the latest cure-all in the alternative medicine arsenal. People inject them. They snort them. They combine them into concoctions with superhero names, like the Wolverine stack. Matt Kaeberlein, a longevity researcher, first started hearing about peptides a few years ago. “At that point it was mostly functional medicine doctors that were using peptides,” he says, referring to physicians who embrace alternative medicine and supplements. “In the last six months, it’s kind of gone crazy.” Peptides have gone mainstream. At the health-technology startup Superpower in Los Angeles, employees can get free peptide shots on Fridays. At a health food store in Phoenix, a sidewalk sign reads, “We have peptides!” At a tae kwon do center in South Carolina, a peptide wholesaler hosts an informational evening. On social media, they’re everywhere. And that popularity seems poised to grow; Department of Health and Human Services secretary Robert F. Kennedy Jr. has promised to end the FDA’s “aggressive suppression” of peptides.
The benefits and risks of many of these compounds, however, are largely unknown. Some of the most popular peptides have never been tested in human trials. They are sold for research purposes, not human consumption. Some are illegal knockoffs of wildly successful weight-loss medicines. The vast majority come from China, a fact that has some legislators worried. Last week, Senator Tom Cotton urged the head of the FDA to crack down on illegal shipments of peptides from China. In the absence of regulatory oversight, some people are sending the compounds they purchase off for independent testing just to ensure that the product is legit. What is a peptide? A peptide is simply a short string of amino acids, the building blocks of proteins. “Scientists generally think of peptides as very small protein fragments, but we don’t really have a precise cutoff between a peptide and a protein,” says Paul Knoepfler, a stem-cell researcher at the University of California, Davis. Insulin is a peptide, as is human growth hormone. So are some neurotransmitters, like oxytocin.
But when wellness influencers talk about peptides, they’re often referring to particular compounds—formulated as injections, pills, or nasal sprays—that have become trendy lately. Some of these peptides are FDA-approved prescription medications. GLP-1 medicines, for example, are approved to treat diabetes and obesity but are also easily accessible online to almost anyone who wants to use them. Many sites sell microdoses of GLP-1s with claims that they can “support longevity,” reduce cognitive decline, or curb inflammation. Many more peptides are experimental. “The majority fall into the unapproved bucket,” says Kaeberlein, who is chief executive officer of Optispan, a Seattle-based health-care technology company focused on longevity. That bucket includes drugs that promote the release of growth hormones, like TB-500, CJC-1295, and ipamorelin, and compounds said to promote tissue repair and wound healing, like BPC-157 and GHK-Cu. It’s primarily these unapproved compounds that have raised concerns. “Anybody can set up an online shop selling research-grade peptides,” says Tenille Davis, a pharmacist and chief advocacy officer at the Alliance for Pharmacy Compounding, a trade organization representing more than 600 pharmacies. “And nobody knows what’s even in the vials.” It’s not just fitness gurus, biohackers, and longevity fanatics who are taking these experimental drugs. Kaeberlein recalls hearing about an acquaintance whose doctor prescribed her unapproved peptides. She was “just a typical upper-middle-class woman,” he says. “That’s when it really hit me that this has sort of gone relatively mainstream.” What do peptides do? All kinds of things, purportedly. GHK-Cu is supposed to help with wound healing and collagen production. BPC-157 is said to promote tissue repair and curb inflammation, TB-500 to foster blood vessel formation. Here’s the caveat: The evidence for these benefits comes largely from animal studies and online testimonials, not human trials. “There’s no human clinical evidence to show that they even do what people are claiming that they do,” says Stuart Phillips, a muscle physiologist at McMaster University in Hamilton, Ontario. “So it could be just a giant rip-off.” Some experimental peptides probably do have beneficial wound healing properties or regenerative effects, Kaeberlein says. For BPC-157, for example, “the animal data is compelling,” he says. But there are still plenty of unknowns: What is the right dosage? How long should you take it? What’s the best way to administer it? Those are questions that can be answered only through rigorous clinical trials. In the absence of those studies, doctors “just make up their own protocols,” he says. Some consumers go the DIY route, reconstituting powdered peptides and injecting their own concoctions at home. So why am I seeing ads for these peptide therapies if they’re not approved? Federal law prohibits companies from marketing medications that haven’t been approved. That includes most peptides, which are regulated as small molecules, not dietary supplements. (Two notable exceptions are collagen peptides and creatine peptides, often sold as powders.) The law is designed to protect consumers from drugs that haven’t been proved safe and effective. But it doesn’t stop labs from making peptides for research purposes. “Most of the peptides being consumed in the marketplace now are being sold by these online companies that are selling them labeled for research use only,” Davis says. The vials often bear disclaimers that clearly say as much: “For research use only” or “Not for human consumption.” It’s illegal to market these products for human use, but “the websites make it pretty clear that the buyers are intended to be using these products themselves,” she says.
The practice isn’t legal, but enforcement has been sporadic. “FDA sends warning letters, shuts down companies. But because it’s all online, they have a really hard time keeping up with these entities,” Davis says. And companies have plenty of incentive to keep illegally marketing the products. “They can make millions of dollars without having to spend money and time doing research,” Knoepfler says. “It’s a cash grab.” Compounding pharmacies, which are legally allowed to create bespoke medications by mixing bulk active ingredients, often get requests to dispense peptides, but most peptides don’t meet the eligibility criteria for compounding. This has always been the case, but in 2023 the FDA explicitly added several common experimental peptides to the list of bulk substances that cannot be compounded because of safety concerns. “It put an exclamation point on policy that was already in place,” Davis says. Many GLP-1 medications are available from compounding pharmacies. That used to be accepted because the drugs were in short supply. Now, however, supplies of most of these medications are stable, and sellers are under increasing pressure from regulators to stop mass-marketing these drugs. What’s the harm in trying them? Peptides sold for research purposes come from labs with little regulatory oversight. “When you buy stuff online intended for research grade, you have no idea what’s in the vial that you’re getting. You have no idea the sterility practices that it was manufactured under, or what sort of impurities might be in the vial,” Davis says. Phillips has heard some people say they send their peptides for third-party testing to ensure that they’re pure, “like it’s some kind of flex,” he says. “And I’m like, ‘Well, you just proved that this stuff lives in the shadows, for crying out loud.’” Finnrick Analytics, a peptide-testing startup in Austin, Texas, has analyzed the purity and potency of more than 5,000 samples of 15 different peptides from 173 vendors. The results show that the quality varies substantially from vendor to vendor and even batch to batch. For example, the company tested nearly 450 samples of BPC-157 from 64 vendors. In some cases, the vials sold as BPC-157 didn’t contain the compound at all. In those that did, the purity varied from about 82% to 100%. Perhaps more worrying, 8% of all the peptide samples Finnrick tested had measurable levels of endotoxins, bacterial fragments that can cause fever and chills or, in larger doses, septic shock. The health risks aren’t just hypothetical. In 2025, two women had to be hospitalized and placed on ventilators after receiving peptide injections at a longevity conference in Las Vegas. Both recovered, and it’s still not clear whether they reacted to the peptides themselves or to some impurity in the vials.
“The idea that all peptides are safe and all peptides are natural is just nonsense,” Kaeberlein says. “I tend to consider myself fairly libertarian when it comes to what people want to do for their health,” he adds. “If you want to take an experimental drug, that’s up to you.” But the problem with unregulated experimental therapies is that it’s exceedingly difficult to assess benefit and harm. “The relatively small percentage of people that are bad actors will be bad actors, and they will dishonestly market this stuff to people who aren’t equipped to really understand the true risks and rewards,” he says. And, like any drug, peptides come with a risk of side effects. For approved medications, these are detailed right on the package insert. But for many experimental peptides, there hasn’t been enough research to understand what those side effects might be. Some researchers have warned that peptides that promote growth or blood vessel formation might also foster the growth of cancers.
For competitive athletes who use peptides, meanwhile, the risks include not just possible health problems but suspension. Some peptides, like BPC-157, are banned by the World Anti-Doping Agency. The FDA has undergone a pretty substantial overhaul under the Trump administration. Are the regulations around peptides likely to change? I don’t have a crystal ball, but it seems likely. In May 2025, US health secretary Robert F. Kennedy Jr. joined the longevity enthusiast and biohacker Gary Brecka on his podcast The Ultimate Human and promised to “end the war at FDA against alternative medicine—the war on stem cells, the war on chelating drugs, the war on peptides.” Knoepfler anticipates that Kennedy will force the FDA to allow compounding of some of the most popular peptides, like BPC-157 and GHK-Cu. “Such a step would put public health at great risk, while giving compounders and likely wellness influencers a lot more profit,” he says. The FDA seems intent on cracking down on GLP-1 copycats, however. In early February, commissioner Marty Makary posted on X that the agency would take “swift action against companies mass-marketing illegal copycat drugs, claiming they are similar to FDA-approved products.”

The human work behind humanoid robots is being hidden
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. In January, Nvidia’s Jensen Huang, the head of the world’s most valuable company, proclaimed that we are entering the era of physical AI, when artificial intelligence will move beyond language and chatbots into physically capable machines. (He also said the same thing the year before, by the way.) The implication—fueled by new demonstrations of humanoid robots putting away dishes or assembling cars—is that mimicking human limbs with single-purpose robot arms is the old way of automation. The new way is to replicate the way humans think, learn, and adapt while they work. The problem is that the lack of transparency about the human labor involved in training and operating such robots leaves the public both misunderstanding what robots can actually do and failing to see the strange new forms of work forming around them. Consider how, in the AI era, robots often learn from humans who demonstrate how to do a chore. Creating this data at scale is now leading to Black Mirror–esque scenarios. A worker in Shanghai, for example, recently spent a week wearing a virtual-reality headset and an exoskeleton while opening and closing the door of a microwave hundreds of times a day to train the robot next to him, Rest of World reported. In North America, the robotics company Figure appears to be planning something similar: It announced in September it would partner with the investment firm Brookfield, which manages 100,000 residential units, to capture “massive amounts” of real-world data “across a variety of household environments.” (Figure did not respond to questions about this effort.)
Just as our words became training data for large language models, our movements are now poised to follow the same path. Except this future might leave humans with an even worse deal, and it’s already beginning. The roboticist Aaron Prather told me about recent work with a delivery company that had its workers wear movement-tracking sensors as they moved boxes; the data collected will be used to train robots. The effort to build humanoids will likely require manual laborers to act as data collectors at massive scale. “It’s going to be weird,” Prather says. “No doubts about it.” Or consider tele-operation. Though the endgame in robotics is a machine that can complete a task on its own, robotics companies employ people to operate their robots remotely. Neo, a $20,000 humanoid robot from the startup 1X, is set to ship to homes this year, but the company’s founder, Bernt Øivind Børnich, told me recently that he’s not committed to any prescribed level of autonomy. If a robot gets stuck, or if the customer wants it to do a tricky task, a tele-operator from the company’s headquarters in Palo Alto, California, will pilot it, looking through its cameras to iron clothes or unload the dishwasher.
This isn’t inherently harmful—1X gets customer consent before switching into tele-operation mode—but privacy as we know it will not exist in a world where tele-operators are doing chores in your house through a robot. And if home humanoids are not genuinely autonomous, the arrangement is better understood as a form of wage arbitrage that re-creates the dynamics of gig work while, for the first time, allowing physical tasks to be performed wherever labor is cheapest. We’ve been down similar roads before. Carrying out “AI-driven” content moderation on social media platforms or assembling training data for AI companies often requires workers in low-wage countries to view disturbing content. And despite claims that AI will soon enough train on its outputs and learn on its own, even the best models require an awful lot of human feedback to work as desired. These human workforces do not mean that AI is just vaporware. But when they remain invisible, the public consistently overestimates the machines’ actual capabilities. That’s great for investors and hype, but it has consequences for everyone. When Tesla marketed its driver-assistance software as “Autopilot,” for example, it inflated public expectations about what the system could safely do—a distortion a Miami jury recently found contributed to a crash that killed a 22-year-old woman (Tesla was ordered to pay $240 million in damages). The same will be true for humanoid robots. If Huang is right, and physical AI is coming for our workplaces, homes, and public spaces, then the way we describe and scrutinize such technology matters. Yet robotics companies remain as opaque about training and tele-operation as AI firms are about their training data. If that does not change, we risk mistaking concealed human labor for machine intelligence—and seeing far more autonomy than truly exists.

The Download: Chicago’s surveillance network, and building better bras
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Inside Chicago’s surveillance panopticon Chicago has tens of thousands of surveillance cameras—up to 45,000, by some estimates. That’s among the highest numbers per capita in the US. Chicago boasts one of the largest license plate reader systems in the country, and the ability to access audio and video surveillance from independent agencies such as the Chicago Public Schools, the Chicago Park District, and the public transportation system as well as many residential and commercial security systems such as Ring doorbell cameras.Law enforcement and security advocates say this vast monitoring system protects public safety and works well.
But activists and many residents say it’s a surveillance panopticon that creates a chilling effect on behavior and violates guarantees of privacy and free speech. Read the full story. —Rod McCullom
Job titles of the future: Breast biomechanic Twenty years ago, Joanna Wakefield-Scurr was having persistent pain in her breasts. Her doctor couldn’t diagnose the cause but said a good, supportive bra could help. A professor of biomechanics, Wakefield-Scurr thought she could do a little research and find a science-backed option. Two decades later, she’s still looking.Wakefield-Scurr now leads an 18-person team at the Research Group in Breast Health at the University of Portsmouth in the UK. And as more women take up high-impact sports, the need to understand what makes a good bra grows, she says her lab can’t keep up with demand. Read the full story. —Sara Harrison These stories are both from the next print issue of MIT Technology Review magazine, which is all about crime. If you haven’t already, subscribe now to receive future issues once they land. The must-reads I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.
1 Inside ICE’s plans to build huge detention centers across the USThe identities of the personnel who authorized it have been revealed in metadata. (Wired $)+ A UK tourist with a valid visa was detained by ICE for six weeks. (The Guardian) 2 The UAE says it was targeted by a wave of AI-backed cyberattacksAuthorities said the attacks marked a major shift in methods, but didn’t elaborate. (Bloomberg $)+ New cybersecurity rules are hobbling small defense suppliers. (Reuters)+ AI is already making online crimes easier. It could get much worse. (MIT Technology Review)3 What does the public really think about AI?Tech leaders are worried they might not be fully onboard with their missions. (NYT $)+ How social media encourages the worst of AI boosterism. (MIT Technology Review) 4 It looks like X really is pushing its users further to the rightAs well as attracting more conservative thinkers in the first place. (NY Mag $)+ The platform is currently disputing a major European fine. (Politico $)5 Meet the farmers standing up to data center buildersThey’re turning down deals worth millions for the land they’ve worked for decades. (The Guardian)+ A data center venture launched at the White House isn’t delivering on its promises. (The Information $)+ Data centers are amazing. Everyone hates them. (MIT Technology Review) 6 America has a plan to fight back against China’s AIIt hopes to send Tech Corps volunteers around the world to promote its own national efforts. (Rest of World)+ China’s plan to lure in new AI customers? Bubble tea. (FT $)+ The State of AI: Is China about to win the race? (MIT Technology Review) 7 Clouds are a major climate problem ☁️They’re making it harder for scientists to model the weather accurately. (Quanta Magazine)+ The building legal case for global climate justice. (MIT Technology Review) 8 AI is still hopeless at reading PDFsBut companies keep deploying it across work systems anyway. (The Verge) 9 A “Fitbit for farts” could help analyze your gastrointestinal healthIf you don’t mind wearing a sensor tucked into your underwear, that is. (WSJ $)10 Gen Z is fascinated by corporate culture 💼TikTok’s “WorkTok” videos are very effective at romanticizing the daily grind. (FT $)
Quote of the day “It also takes a lot of energy to train a human. It takes like 20 years of life and all of the food you eat during that time before you get smart.”
—Sam Altman, CEO of OpenAI, compares the environmental impact of training AI’s vast models to the effort required to train a human during an event in India, TechCrunch reports. One more thing How one mine could unlock billions in EV subsidiesOn a pine farm north of the tiny town of Tamarack, Minnesota, Talon Metals has uncovered one of America’s densest nickel deposits—and now it wants to begin extracting it.If regulators approve the mine, it could mark the starting point in what the company claims would become the country’s first complete domestic nickel supply chain, running from the bedrock beneath the Minnesota earth to the batteries in electric vehicles across the nation.MIT Technology Review wanted to provide a clearer sense of the law’s on-the-ground impact by zeroing in on a single project and examining how these rich subsidies could be unlocked at each point along the supply chain. Take a look at what we found out. —James Temple
We can still have nice things A place for comfort, fun and distraction to brighten up your day. (Got any ideas? Drop me a line or skeet ’em at me.) + Alysa Liu’s gold medal-winning Winter Olympics figure skating route is truly amazing.+ Mmm, delicious ancient Roman pizza.+ It’s not every day you find 2,000 year-old footprints while walking your dog 👣+ Nature is full of surprises, and so are the winners of this year’s Sony World Photography Awards.

Inside Chicago’s surveillance panopticon
Early on the morning of September 2, 2024, a Chicago Transit Authority Blue Line train was the scene of a random and horrific mass shooting. Four people were shot and killed on a westbound train as it approached the suburb of Forest Park. The police swiftly activated a digital dragnet—a surveillance network that connects thousands of cameras in the city. The process began with a quick review of the transit agency’s surveillance cameras, which captured the alleged gunman shooting the victims execution style. Law enforcement followed the suspect, through real-time footage, across the rapid-transit system. Police officials circulated the images to transit staff and to thousands of officers. An officer in the adjacent suburb of Riverdale recognized the suspect from a previous arrest. By the time he was captured at another train station, just 90 minutes after the shooting, authorities already had his name, address, and previous arrest history. Little of this process would come as much surprise to Chicagoans. The city has tens of thousands of surveillance cameras—up to 45,000, by some estimates. That’s among the highest numbers per capita in the US. Chicago boasts one of the largest license plate reader systems in the country, and the ability to access audio and video surveillance from independent agencies such as the Chicago Public Schools, the Chicago Park District, and the public transportation system as well as many residential and commercial security systems such as Ring doorbell cameras. Law enforcement and security advocates say this vast monitoring system protects public safety and works well. But activists and many residents say it’s a surveillance panopticon that creates a chilling effect on behavior and violates guarantees of privacy and free speech. Black and Latino communities in Chicago have historically been targeted by excessive policing and surveillance, says Lance Williams, a scholar of urban violence at Northeastern Illinois University. That scrutiny has created new problems without delivering the promised safety, he suggests. In order to “solve the problem of crime or violence and make these communities safer,” he says, “you have to deal with structural problems,” such as the shortage of livable-wage jobs, affordable housing, and mental-health services across the city.
Recent years have seen some effective pushback against the surveillance. Until recently, for example, the city was the largest customer of ShotSpotter acoustic sensors, which are designed to detect gunfire and alert police. The system was introduced in a small area on the South Side in 2012. By 2018, an area of about 136 square miles—some 60% of the city—was covered by the acoustic surveillance network. Critics questioned ShotSpotter’s effectiveness and objected that the sensors were installed largely in Black and Latino neighborhoods. Those critiques gained urgency with the fatal shooting in March 2021 of a 13-year-old, Adam Toledo, by police responding to a ShotSpotter alert. The tragedy became the touchstone of the #StopShotSpotter protest movement and one of the major issues in Brandon Johnson’s successful mayoral campaign in 2023. When he reached office, Johnson followed through, ending the city’s contract with SoundThinking, the San Francisco Bay Area company behind ShotSpotter. In total, it’s estimated the city paid more than $53 million for the system.
In response to a request for comment, SoundThinking said that ShotSpotter enables law enforcement “to reach the scene faster, render aid to victims, and locate evidence more effectively.” It stated the company “plays no part in the selection of deployment areas” but added: “We believe communities experiencing the highest levels of gun violence deserve the same rapid emergency response as any other neighborhood.” While there has been successful resistance to police surveillance in the nation’s third-largest city, there are also countervailing forces: governments and officials in Chicago and the surrounding suburbs are moving to expand the use of surveillance, also in response to public pressure. Even the victory against acoustic surveillance might be short-lived. Early last year, the city issued a request for proposals for gun violence detection technology. Many people in and around Chicago—digital privacy and surveillance activists, defense attorneys, law enforcement officials, and ordinary citizens—are part of this push and pull. Here are some of their stories. Alejandro Ruizesparza and Freddy MartinezCofounders, Lucy Parsons Labs Oak Park, a quiet suburb at Chicago’s western border, is the birthplace of Ernest Hemingway. It includes the world’s largest collection of Frank Lloyd Wright–designed buildings and homes. Until recently, the village of Oak Park was also the center of a three-year-long campaign against an unwelcome addition to its manicured lawns and Prairie-style architecture: automated license plate readers from a company called Flock Safety. These are high-speed cameras that automatically scan license plates to look for stolen or wanted vehicles, or for drivers with outstanding warrants. Freddy Martinez (left) and Alejandro Ruizesparza (right) direct Lucy Parsons Labs, a charitable organization focused on digital rights.AKILAH TOWNSEND An Oak Park group called Freedom to Thrive—made up of parents, activists, lawyers, data scientists, and many others—suspected that this technology was not a good or equitable addition to their neighborhood. So the group engaged the Chicago-based nonprofit Lucy Parsons Labs to help navigate the often intimidating process of requesting license plate reader data under the Illinois Freedom of Information Act. Lucy Parsons Labs, which is named for a turn-of-the-century Chicago labor organizer, investigates technologies such as license plate readers, gunshot detection systems, and police bodycams. LPL provides digital security and public records training to a variety of groups and is frequently called on to help community members audit and analyze surveillance systems that are targeting their neighborhoods. It’s led by two first-generation Mexican-Americans from the city’s Southwest Side. Alejandro Ruizesparza has a background in community organizing and data science. Freddy Martinez was also a community organizer and has a background in physics.
The group is now approaching its 10th year, but it was an all-volunteer effort until 2022. That’s when LPL received its first unrestricted, multi-year operational grant from a large foundation: the Chicago-based John D. and Catherine T. MacArthur Foundation, known worldwide for its so-called “genius grants.” A grant from the Ford Foundation followed the next year. The additional resources—a significant amount compared with the previous all-volunteer budget, acknowledges Ruizesparza—meant the two cofounders and two volunteers became full-time employees. But the group is determined not to become “too comfortable” and lose its edge. There is a tenacity to Lucy Parsons Labs’ work—a “sense of scrappiness,” they say—because “we did so much of this work with no money.” One of LPL’s primary strategies is filing extensive FOIA requests for raw data sets of police surveillance. The process can take a while, but it often reveals issues. In the case of Oak Park, the FOIA requests were just one tool that Freedom to Thrive and LPL used to sort out what was going on. The data revealed that in the first 10 months of operation, the eight Flock license plate readers the town had deployed scanned 3,000,000 plates. But only 42 scans led to an alert—an infinitesimal yield of 0.000014%.
At the same time, the impacts of those few flagged license plates were disproportionate. While Oak Park’s population of about 53,000 is only 19% Black, Black drivers made up 85% of those flagged by the Flock cameras, seemingly amplifying what were already concerning racial disparities in the village’s traffic stops. Flock did not respond to a request for comment. “We became almost de facto experts in navigating the process and the law. I think that sort of speaks to some of the DIY punk aesthetic.” Freddy Martinez, cofounder, Lucy Parsons Labs LPL brings a mix of radical politics and critical theory to its mission. Most surveillance technologies are “largely extensions of the plantation systems,” says Ruizesparza. The comparison makes sense: Many slaveholding communities required enslaved persons to carry signed documents to leave plantations and wear badges with numbers sewn to their clothing. The group says it aims to empower local communities to push back against biased policing technologies through technical assistance, training, and litigation—and to demystify algorithms and surveillance tools in the process. “When we talk to people, they realize that you don’t need to know how to run a regression to understand that a technology has negative implications on your life,” says Ruizesparza. “You don’t need to understand how circuits work to understand that you probably shouldn’t have all of these cameras embedded in only Black and brown regions of a city.”
The group came by some of its techniques through experimentation. “When LPL was first getting started, we didn’t really feel like FOIA would have been a good way of getting information. We didn’t know anything about it,” says Martinez. “Along the way, we were very successful in uncovering a lot of surveillance practices.” One of the covert surveillance practices uncovered by those aggressive FOIA requests, for example, was the Chicago Police Department’s use of “Stingray” equipment, portable surveillance devices deployed to track and monitor mobile phones. The contentious issue of Oak Park’s license plate readers was finally put to a vote in late August. The village trustees voted 5–2 to terminate the contract with Flock Safety. Since then, community-based groups from across the country—as far away as California—have contacted LPL to say the Chicago collective’s work has inspired their own efforts, says Martinez: “We became almost de facto experts in navigating the process and the law. I think that sort of speaks to some of the DIY punk aesthetic.” Brian Strockis Chief, Oak Brook Police Department If you drive about 20 miles west of Chicago, you’ll find Oakbrook Center, one of the nation’s leading luxury shopping destinations. The open-air mall includes Neiman-Marcus, Louis Vuitton, and Gucci and attracts high-end shoppers from across the region. It’s also become a destination for retail theft crews that coordinate “smash and grabs” and often escape with thousands of dollars’ worth of inventory that can be quickly sold, such as sunglasses or luxury handbags. In early December, police say, a Chicago man tried to lead officers on what could have been a dangerous high-speed chase from the mall. Patrol cars raced to the scene. So did a “first responder drone,” built by Flock Safety and deployed by the Oak Brook Police Department. The drone identified the suspect vehicle from the mall parking lot using its license plate reader and snapped high-definition photos that were texted to officers on the ground. The suspect was later tracked to Chicago, where he was arrested. Brian Strockis, chief of the Oak Brook Police Department, led the way in introducing drones as first responders in the state of Illinois.AKILAH TOWNSEND This was the type of outcome that Brian Strockis, chief of the Oak Brook Police Department, hoped for when he pioneered the “drone as first responder,” or DFR, program in Illinois. A longtime member of the force, he joined the department almost 25 years ago as a patrol officer, worked his way up the brass ladder, and was awarded the top job in 2022.
Oak Brook was the first municipality in Illinois to deploy a drone as a first responder. One of the main reasons, says Strockis, was to reduce the number of high-speed chases, which are potentially dangerous to officers, suspects, and civilians. A drone is also a more effective and cost-efficient way to deal with suspects in fleeing vehicles, says Strockis. Police say there was the potential for a dangerous high-speed chase. Patrol cars raced to the scene. But the first unit to arrive was a drone. “It’s a force multiplier in that we’re able to do more with less,” says the chief, who spoke with me in his office at Oak Brook’s Village Hall.
The department’s drone autonomously launches from the roof of the building and responds to about 10 to 12 service calls per day, at speeds up to 45 miles per hour. It arrives at crime scenes before patrol officers in nine out of every 10 cases. Next door to Village Hall is the Oak Brook Police Department’s real-time crime center, a large room with two video walls that integrates livestreams from the first-responder drone, handheld drones, traffic cameras, license plate readers, and about a thousand private security cameras. When I visited, the two DFR operators demonstrated how the machine can fly itself or be directed to locations from a destination entered on Google Maps. They sent it off to a nearby forest preserve and then directed it to return to the rooftop base, where it docks automatically, changes batteries, and charges. After the demo, one of the drone operators logged the flight, as required by state law. Strockis says he is aware of the privacy concerns around using this technology but that protections are in place. For example, the drone cannot be used for random or mass surveillance, he says, because the camera is always pointed straight ahead during flight and does not angle down until it reaches its desired location. The drone’s payload does not include facial recognition technology, which is restricted by state law, he says. The drone video footage is invaluable, he adds, because “you are seeing the events as they’re transpiring from an angle that you wouldn’t otherwise be privy to.” It’s an extra layer of protection for the public as well as for the officers, says the chief: “For every incident that an officer responds to now, you have squad car and bodycam video. You likely have cell-phone video from the public, officers, complainants, from offenders. So adding this element is probably the best video source on a scene that the police are going to anyway.” Mark Wallace Executive director, Citizens to Abolish Red Light Cameras Mark Wallace wears several hats. By day he is a real estate investor and mortgage lender. But he is probably best known to many Chicagoans—especially across the city’s largely African-American communities on the South and West Sides—as a talk radio host for the station WVON and one of the leading voices against the city’s extensive network of red-light and speed cameras. For the past two decades, city officials have maintained that the cameras—which are officially known as “automated enforcement”—are a crucial safety measure. They are also a substantial revenue stream, generating around $150 million a year and a total of some $2.5 billion since they were installed.
Urged on by a radio listener, Mark Wallace started organizing against Chicago’s red-light and speed cameras, a substantial revenue stream for the city that has been found to disproportionately burden majority Black and Latino areas.AKILAH TOWNSEND “The one thing that the cameras have the ability to do is generate a lot of money,” Wallace says. He describes the tickets as a “cash grab” that disproportionately affects Black and Latino communities. A groundbreaking 2022 analysis by ProPublica found, in fact, that households in majority Black and Latino zip codes were ticketed at much higher rates than others, in part because the cameras in those areas were more likely to be installed near expressway ramps and on wider streets, which encouraged faster speeds. The tickets, which can quickly rack up late fees, were also found to cause more of a financial burden in such communities, the report found. These were some of the same concerns that many people expressed on the radio and in meetings, Wallace says. Chicago’s automated traffic enforcement began in 2003, and it became the most extensive—and most lucrative—such program in the country. About 300 red-light cameras and 200 speed cameras are set up near schools and parks. The cost of the tickets can quickly double if they are not paid or contested—providing a windfall for the city. Wallace began his advocacy against the cameras soon after arriving at the radio station in the early 2010s. A younger listener called in and said, he recalls, “that he enjoyed the information that came from WVON but that we didn’t do anything.” The comment stuck with him, especially in light of WVON’s storied history. The station was closely involved in the civil rights movement of the 1960s and broadcast Martin Luther King Jr.’s speeches during his Chicago campaign. Wallace hoped to change the caller’s perception about the station. He had firsthand experience with red-light cameras, having been ticketed himself, and decided to take them on as a cause. He scheduled a meeting at his church for a Friday night, promoting it on his show. “More than 300 people showed up,” he remembers, chatting with me in the spacious project studio and office in the basement of his townhouse on the city’s South Side. “That said to me there are a lot of people who see this inequity and injustice.” Wallace began using his platform on WVON—The People’s Show—to mobilize communities around social and economic justice, and many discussions revolved around the automated enforcement program. The cause gained traction after city and state officials were found to have taken thousands of dollars from technology and surveillance companies to make sure their cameras remained on the streets. Wallace and his group, Citizens to Abolish Red Light Cameras, want to repeal the ordinances authorizing the city’s camera programs. That hasn’t happened so far, but political pressure from the group paved the way for a Chicago City Council ordinance that required public meetings before any red-light cameras are installed, removed, or relocated. The group hopes for more restrictions for speed cameras, too. “It was never about me personally. It was about ensuring that we could demonstrate to people that you have power,” says Wallace. “If you don’t like something, as Barack Obama would say, get a pen and clipboard and go to work to fight to make these changes.” Jonathan Manes Senior counsel, MacArthur Justice Center Derick Scruggs, a 30-year-old father and licensed armed security guard, was working in the parking lot of an AutoZone on Chicago’s Southwest Side on April 19, 2021. That’s when he was detained, interrogated, and subjected to a “humiliating body search” by two Chicago police officers, Scruggs later attested. “I was just doing my job when police officers came at me, handcuffed me, and treated me like a criminal—just because I was near a ShotSpotter alert,” he says. The officers found no evidence of a shooting and released Scruggs. But the next day, the police returned and arrested him for an alleged violation related to his security guard paperwork. Prosecutors later dismissed the charges, but he was held in custody overnight and was then fired from his job. “Because of what they did,” he says, “I lost my job, couldn’t work for months, and got evicted from my apartment.” Jonathan Manes litigated cases related to detentions at Guantanamo Bay and the legality of drone strikes before turning his attention to Chicago’s implementation of gunshot detection technology.AKILAH TOWNSEND Scruggs is believed to be among thousands of Chicagoans who’ve been questioned, detained, or arrested by police because they were near the location of a ShotSpotter alert, according to an analysis by the City of Chicago Office of Inspector General. The case caught the attention of Jonathan Manes, a law professor at Northwestern and senior counsel at the MacArthur Justice Center, a public interest law firm. Manes previously worked in national security law, but when he joined the justice center about six years ago, he chose to focus squarely on the intersection of civil rights with police surveillance and technology. “My goal was to identify areas that weren’t well covered by other civil rights organizations but were a concern for people here in Chicago,” he says. “There is a need for much broader structural change to how the city chooses to use surveillance technology and then deploys it.” Jonathan Manes, senior counsel, MacArthur Justice Center And when he and his colleagues looked into ShotSpotter, they revealed a disturbing problem: The system generated alerts that yielded no evidence of gun-related crimes but were used by police as a pretext for other actions. There seemed to be “a pattern of people being stopped, detained, questioned, sometimes arrested, in response to a ShotSpotter alert—often resulting in charges that have nothing to do with guns,” Manes says. The system also directed a “massive number of police deployments onto the South and West Sides of the city,” Manes says. Those regions are home to most of Chicago’s Black and Latino residents. The research showed that 80% of the city’s Black population but only 30% of its white population lived in districts covered by the system. Manes brought Scruggs’s case into a lawsuit that he was already developing against the city’s use of ShotSpotter. In late 2025, he and his colleagues reached a settlement that prohibits police officers from doing what they did in Scruggs’s case—stopping or searching people simply because they are near the location of a gunshot detection alert. Chicago had already decommissioned ShotSpotter in 2024, but the agreement will cover any future gunshot detection systems. Manes is carefully watching to see what happens next. Though Manes is pleased with the settlement, he points out that it narrowly focused on how police resources were used after the gunshot detection system was operational. “There is a need for much broader structural change to how the city chooses to use surveillance technology and then deploys it,” he adds. He supports laws that require disclosure from local officials and law enforcement about what technologies are being proposed and how civil rights could be affected. More than two dozen jurisdictions nationwide have adopted surveillance transparency laws, including San Francisco, Seattle, Boston, and New York City. But so far Chicago is not on that list. Rod McCullom is a Chicago-based science and technology writer whose focus areas include AI, biometrics, cognition, and the science of crime and violence.

Chevron, HELLENiQ Energy secure Mediterranean blocks offshore Greece
Chevron Corp., via its four Dutch subsidiaries, together with HELLENiQ Energy, signed lease agreements with the Hellenic Republic which will enable exploration of four blocks offshore Greece. The consortium, led by Chevron with a 70% operating interest, was awarded the blocks following an international call for tender launched by the Greek government in 2025, Chevron said in a release Feb. 16. The four blocks—South Crete 1, South Crete 2, South of Peloponnese, and Block A2—cover a total area of about 47,000 sq km. Under the terms of the agreements, the consortium will undertake a three-phase exploration program to assess hydrocarbon potential, starting with 2D and 3D seismic exploration work in phase one. The target areas lie in ultra-deepwater, some in more than 1,500 m of water, with complex geological structures, HELLENiQ said in a separate release. The agreements are subject to ratification by the Greek Parliament. Chevron Mediterranean The awards add to Chevron’s position in the Mediterranean region, an in which the company is actively pursuing exploration opportunities, said Kevin McLachlan, vice-president of exploration at Chevron. Chevron’s assets in the area include two gas producing fields (offshore Israel), and Aphrodite gas field, which is currently in development (offshore Cyprus). In Egypt, Chevron is operator of two exploration blocks and is in a non-operated joint venture in the Mediterranean Sea. Last week, Chevron was named the winning bidder for onshore block S4 in Libya following signing of a Memorandum of Understanding (MoU) in the country to evaluate development and exploration potential onshore, while also in February, Chevron was awarded MoUs with Turkey and Syria to evaluate opportunities. Chevron’s Dutch subsidiaries are Chevron Greece Holdings (A2) BV, Chevron Greece Holdings (S Peloponnese) BV, Chevron Greece Holdings (S Crete 1) BV, and Chevron Greece Holdings (S Crete 2) BV.

Energy Department Approves Final Export Authorization for Venture Global CP2 LNG
WASHINGTON — U.S. Secretary of Energy Chris Wright today signed the final export authorization for the Venture Global CP2 LNG Project in Cameron Parish, Louisiana, allowing exports of up to 3.96 billion cubic feet per day of U.S. natural gas as liquefied natural gas (LNG) to non-Free Trade Agreement (FTA) countries. “In less than ten months, President Trump’s administration is redefining what it means to unleash American energy by approving record new LNG exports,” said Kyle Haustveit, Assistant Secretary of the Office of Fossil Energy. “Finalizing the non-FTA authorization for CP2 LNG will enable secure and reliable American energy access for our allies and trading partners, while also providing well-paid jobs and economic opportunities at home.” Today’s authorization follows the Department’s conditional authorization to CP2 LNG in March 2025 and reflects the Federal Energy Regulatory Commission’s May 2025 decision approving the siting, construction, and operation of the facility. It also incorporates DOE’s May 2025 response to comments on the 2024 LNG Export Study, which reaffirmed that U.S. LNG exports strengthen America’s energy leadership, expand opportunities for American workers, and provide our allies with secure access to reliable U.S. energy. On day one, President Trump directed the Energy Department to end the Biden administration’s LNG export pause and to resume the consideration of pending applications to export LNG to countries without a free trade agreement (FTA). Under President Trump’s leadership, DOE has authorized more than 13.8 Bcf/d of LNG exports—greater than the volume exported today by the world’s second-largest LNG supplier. Today, U.S. exports are approximately 15 billion cubic feet per day (Bcf/d), an increase of approximately 25% from 2024 levels.

Energy Department Grants Woodside Louisiana LNG Project Additional Time to Commence Exports
WASHINGTON – U.S. Secretary of Energy Chris Wright today signed an amendment order granting an additional 44 months for Woodside Energy to commence exports of liquefied natural gas (LNG) to non-free trade agreement (non-FTA) countries from the Woodside Louisiana LNG Project under construction in Calcasieu Parish, LA. Once fully constructed, the project will be capable of exporting up to 3.88 billion cubic feet per day (Bcf/d) of natural gas as LNG. Woodside Louisiana took final investment decision on its first phase earlier this year and has off-take agreements with Germany’s Uniper as well as U.S. pipeline operator Williams who will be marketing natural gas through the Woodside Louisiana LNG project. “It is exciting to take this action to provide the needed runway for this project to fully take off and realize its potential in providing reliable and secure energy to the world,” said Kyle Haustveit, Assistant Secretary of the Office of Hydrocarbons and Geothermal Energy. “Thanks to President Trump’s leadership, the Department of Energy is redefining what it means to unleash American energy to strengthen energy reliability and affordability for American families, businesses, and our allies.” The United States is the largest global producer and exporter of natural gas. There are currently eight large-scale LNG projects operating in the United States and several additional projects are expanding or under construction. Under President Trump’s leadership, the Department has approved applications from projects authorized to export more than 17.7 Bcf/d of natural gas as LNG, an increase of approximately 25% from 2024 levels. So far in 2025, over 8 Bcf/d of U.S. LNG export capacity, including from Woodside Louisiana LNG, has reached a final investment decision and gone under construction.

Energy Department Removes Barriers for American Energy Producers, Unleashing Investment in Domestic Hydrogen
The U.S. Department of Energy’s (DOE) Hydrogen and Fuel Cell Technologies Office today removed barriers for the American hydrogen industry by updating its 45VH2-GREET modeling tool. The latest version of 45VH2 GREET employs a more flexible method for calculating methane loss from hydrogen supply chains, allowing a wider range of deserving companies to access resources supporting hydrogen production. “This update to the GREET model reflects the Department of Energy’s commitment to unleashing American energy dominance by removing bureaucratic burdens on industry,” said Principal Deputy Assistant Secretary for Energy Efficiency and Renewable Energy Lou Hrkman. “We are expanding opportunities for companies to produce domestic hydrogen and spurring U.S. innovation in new technologies to pave the way for billions in private investment.” The 45VH2-GREET model, which has been adopted by the U.S. Department of the Treasury, is specifically designed to evaluate hydrogen production processes. The latest updates allow users to input company-specific methane loss data, rather than requiring the use of national averages. This change will allow companies to use data specific to their own facilities when assessing their eligibility under 45V. To download the latest GREET model, along with an updated user manual and a log of all changes, visit www.energy.gov/eere/greet. For questions on how to use the model, please contact [email protected]. First developed by Argonne National Laboratory in 1994, the GREET® (Greenhouse gases, Regulated Emissions, and Energy use in Technologies) suite of models assess the life cycle impacts of technologies, fuels, products, and energy systems across various stages of the supply chain. Today, there are multiple GREET models for specific use cases that guide decision-making, research and development, and regulations related to the transportation and energy sectors. The models are freely available for industry to use and play an integral role in DOE’s research, development, and deployment efforts.

Eni delivers Congo LNG Phase 2 with first cargo from Nguya vessel
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PTTEP takes FID on first greenfield development in Malaysia
PTT Exploration and Production Public Co. Ltd. (PTTEP) has reached a final investment decision (FID) to develop the Malaysia SK405B project offshore Malaysia, marking its first greenfield development project in the country. PTTEP Sarawak Oil Ltd., a subsidiary of PTTEP and operator of SK405B PSC will proceed with development of Sirung and Chenda fields. The development plan for both fields comprises a central processing platform and a wellhead platform with a target combined production capacity of about 15,000 b/d and 200 MMscfd of gas. SK405B lies in shallow water offshore Sarawak. The field development plan, together with the FID, has been approved by the project partners, and the engineering, procurement, construction, installation, and commissioning (EPCIC) contract is expected to be signed in early 2026, with first production anticipated in 2028. The project is designed with Zero Routine Flaring and incorporates advanced remote-operated offshore operations, the company said.

West of Orkney developers helped support 24 charities last year
The developers of the 2GW West of Orkney wind farm paid out a total of £18,000 to 24 organisations from its small donations fund in 2024. The money went to projects across Caithness, Sutherland and Orkney, including a mental health initiative in Thurso and a scheme by Dunnet Community Forest to improve the quality of meadows through the use of traditional scythes. Established in 2022, the fund offers up to £1,000 per project towards programmes in the far north. In addition to the small donations fund, the West of Orkney developers intend to follow other wind farms by establishing a community benefit fund once the project is operational. West of Orkney wind farm project director Stuart McAuley said: “Our donations programme is just one small way in which we can support some of the many valuable initiatives in Caithness, Sutherland and Orkney. “In every case we have been immensely impressed by the passion and professionalism each organisation brings, whether their focus is on sport, the arts, social care, education or the environment, and we hope the funds we provide help them achieve their goals.” In addition to the local donations scheme, the wind farm developers have helped fund a £1 million research and development programme led by EMEC in Orkney and a £1.2m education initiative led by UHI. It also provided £50,000 to support the FutureSkills apprenticeship programme in Caithness, with funds going to employment and training costs to help tackle skill shortages in the North of Scotland. The West of Orkney wind farm is being developed by Corio Generation, TotalEnergies and Renewable Infrastructure Development Group (RIDG). The project is among the leaders of the ScotWind cohort, having been the first to submit its offshore consent documents in late 2023. In addition, the project’s onshore plans were approved by the

Biden bans US offshore oil and gas drilling ahead of Trump’s return
US President Joe Biden has announced a ban on offshore oil and gas drilling across vast swathes of the country’s coastal waters. The decision comes just weeks before his successor Donald Trump, who has vowed to increase US fossil fuel production, takes office. The drilling ban will affect 625 million acres of federal waters across America’s eastern and western coasts, the eastern Gulf of Mexico and Alaska’s Northern Bering Sea. The decision does not affect the western Gulf of Mexico, where much of American offshore oil and gas production occurs and is set to continue. In a statement, President Biden said he is taking action to protect the regions “from oil and natural gas drilling and the harm it can cause”. “My decision reflects what coastal communities, businesses, and beachgoers have known for a long time: that drilling off these coasts could cause irreversible damage to places we hold dear and is unnecessary to meet our nation’s energy needs,” Biden said. “It is not worth the risks. “As the climate crisis continues to threaten communities across the country and we are transitioning to a clean energy economy, now is the time to protect these coasts for our children and grandchildren.” Offshore drilling ban The White House said Biden used his authority under the 1953 Outer Continental Shelf Lands Act, which allows presidents to withdraw areas from mineral leasing and drilling. However, the law does not give a president the right to unilaterally reverse a drilling ban without congressional approval. This means that Trump, who pledged to “unleash” US fossil fuel production during his re-election campaign, could find it difficult to overturn the ban after taking office. Sunset shot of the Shell Olympus platform in the foreground and the Shell Mars platform in the background in the Gulf of Mexico Trump
The Download: our 10 Breakthrough Technologies for 2025
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Introducing: MIT Technology Review’s 10 Breakthrough Technologies for 2025 Each year, we spend months researching and discussing which technologies will make the cut for our 10 Breakthrough Technologies list. We try to highlight a mix of items that reflect innovations happening in various fields. We look at consumer technologies, large industrial-scale projects, biomedical advances, changes in computing, climate solutions, the latest in AI, and more.We’ve been publishing this list every year since 2001 and, frankly, have a great track record of flagging things that are poised to hit a tipping point. It’s hard to think of another industry that has as much of a hype machine behind it as tech does, so the real secret of the TR10 is really what we choose to leave off the list.Check out the full list of our 10 Breakthrough Technologies for 2025, which is front and center in our latest print issue. It’s all about the exciting innovations happening in the world right now, and includes some fascinating stories, such as: + How digital twins of human organs are set to transform medical treatment and shake up how we trial new drugs.+ What will it take for us to fully trust robots? The answer is a complicated one.+ Wind is an underutilized resource that has the potential to steer the notoriously dirty shipping industry toward a greener future. Read the full story.+ After decades of frustration, machine-learning tools are helping ecologists to unlock a treasure trove of acoustic bird data—and to shed much-needed light on their migration habits. Read the full story.
+ How poop could help feed the planet—yes, really. Read the full story.
Roundtables: Unveiling the 10 Breakthrough Technologies of 2025 Last week, Amy Nordrum, our executive editor, joined our news editor Charlotte Jee to unveil our 10 Breakthrough Technologies of 2025 in an exclusive Roundtable discussion. Subscribers can watch their conversation back here. And, if you’re interested in previous discussions about topics ranging from mixed reality tech to gene editing to AI’s climate impact, check out some of the highlights from the past year’s events. This international surveillance project aims to protect wheat from deadly diseases For as long as there’s been domesticated wheat (about 8,000 years), there has been harvest-devastating rust. Breeding efforts in the mid-20th century led to rust-resistant wheat strains that boosted crop yields, and rust epidemics receded in much of the world.But now, after decades, rusts are considered a reemerging disease in Europe, at least partly due to climate change. An international initiative hopes to turn the tide by scaling up a system to track wheat diseases and forecast potential outbreaks to governments and farmers in close to real time. And by doing so, they hope to protect a crop that supplies about one-fifth of the world’s calories. Read the full story. —Shaoni Bhattacharya
The must-reads I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology. 1 Meta has taken down its creepy AI profiles Following a big backlash from unhappy users. (NBC News)+ Many of the profiles were likely to have been live from as far back as 2023. (404 Media)+ It also appears they were never very popular in the first place. (The Verge) 2 Uber and Lyft are racing to catch up with their robotaxi rivalsAfter abandoning their own self-driving projects years ago. (WSJ $)+ China’s Pony.ai is gearing up to expand to Hong Kong. (Reuters)3 Elon Musk is going after NASA He’s largely veered away from criticising the space agency publicly—until now. (Wired $)+ SpaceX’s Starship rocket has a legion of scientist fans. (The Guardian)+ What’s next for NASA’s giant moon rocket? (MIT Technology Review) 4 How Sam Altman actually runs OpenAIFeaturing three-hour meetings and a whole lot of Slack messages. (Bloomberg $)+ ChatGPT Pro is a pricey loss-maker, apparently. (MIT Technology Review) 5 The dangerous allure of TikTokMigrants’ online portrayal of their experiences in America aren’t always reflective of their realities. (New Yorker $) 6 Demand for electricity is skyrocketingAnd AI is only a part of it. (Economist $)+ AI’s search for more energy is growing more urgent. (MIT Technology Review) 7 The messy ethics of writing religious sermons using AISkeptics aren’t convinced the technology should be used to channel spirituality. (NYT $)
8 How a wildlife app became an invaluable wildfire trackerWatch Duty has become a safeguarding sensation across the US west. (The Guardian)+ How AI can help spot wildfires. (MIT Technology Review) 9 Computer scientists just love oracles 🔮 Hypothetical devices are a surprisingly important part of computing. (Quanta Magazine)
10 Pet tech is booming 🐾But not all gadgets are made equal. (FT $)+ These scientists are working to extend the lifespan of pet dogs—and their owners. (MIT Technology Review) Quote of the day “The next kind of wave of this is like, well, what is AI doing for me right now other than telling me that I have AI?” —Anshel Sag, principal analyst at Moor Insights and Strategy, tells Wired a lot of companies’ AI claims are overblown.
The big story Broadband funding for Native communities could finally connect some of America’s most isolated places September 2022 Rural and Native communities in the US have long had lower rates of cellular and broadband connectivity than urban areas, where four out of every five Americans live. Outside the cities and suburbs, which occupy barely 3% of US land, reliable internet service can still be hard to come by.
The covid-19 pandemic underscored the problem as Native communities locked down and moved school and other essential daily activities online. But it also kicked off an unprecedented surge of relief funding to solve it. Read the full story. —Robert Chaney We can still have nice things A place for comfort, fun and distraction to brighten up your day. (Got any ideas? Drop me a line or skeet ’em at me.) + Rollerskating Spice Girls is exactly what your Monday morning needs.+ It’s not just you, some people really do look like their dogs!+ I’m not sure if this is actually the world’s healthiest meal, but it sure looks tasty.+ Ah, the old “bitten by a rabid fox chestnut.”

Equinor Secures $3 Billion Financing for US Offshore Wind Project
Equinor ASA has announced a final investment decision on Empire Wind 1 and financial close for $3 billion in debt financing for the under-construction project offshore Long Island, expected to power 500,000 New York homes. The Norwegian majority state-owned energy major said in a statement it intends to farm down ownership “to further enhance value and reduce exposure”. Equinor has taken full ownership of Empire Wind 1 and 2 since last year, in a swap transaction with 50 percent co-venturer BP PLC that allowed the former to exit the Beacon Wind lease, also a 50-50 venture between the two. Equinor has yet to complete a portion of the transaction under which it would also acquire BP’s 50 percent share in the South Brooklyn Marine Terminal lease, according to the latest transaction update on Equinor’s website. The lease involves a terminal conversion project that was intended to serve as an interconnection station for Beacon Wind and Empire Wind, as agreed on by the two companies and the state of New York in 2022. “The expected total capital investments, including fees for the use of the South Brooklyn Marine Terminal, are approximately $5 billion including the effect of expected future tax credits (ITCs)”, said the statement on Equinor’s website announcing financial close. Equinor did not disclose its backers, only saying, “The final group of lenders includes some of the most experienced lenders in the sector along with many of Equinor’s relationship banks”. “Empire Wind 1 will be the first offshore wind project to connect into the New York City grid”, the statement added. “The redevelopment of the South Brooklyn Marine Terminal and construction of Empire Wind 1 will create more than 1,000 union jobs in the construction phase”, Equinor said. On February 22, 2024, the Bureau of Ocean Energy Management (BOEM) announced

USA Crude Oil Stocks Drop Week on Week
U.S. commercial crude oil inventories, excluding those in the Strategic Petroleum Reserve (SPR), decreased by 1.2 million barrels from the week ending December 20 to the week ending December 27, the U.S. Energy Information Administration (EIA) highlighted in its latest weekly petroleum status report, which was released on January 2. Crude oil stocks, excluding the SPR, stood at 415.6 million barrels on December 27, 416.8 million barrels on December 20, and 431.1 million barrels on December 29, 2023, the report revealed. Crude oil in the SPR came in at 393.6 million barrels on December 27, 393.3 million barrels on December 20, and 354.4 million barrels on December 29, 2023, the report showed. Total petroleum stocks – including crude oil, total motor gasoline, fuel ethanol, kerosene type jet fuel, distillate fuel oil, residual fuel oil, propane/propylene, and other oils – stood at 1.623 billion barrels on December 27, the report revealed. This figure was up 9.6 million barrels week on week and up 17.8 million barrels year on year, the report outlined. “At 415.6 million barrels, U.S. crude oil inventories are about five percent below the five year average for this time of year,” the EIA said in its latest report. “Total motor gasoline inventories increased by 7.7 million barrels from last week and are slightly below the five year average for this time of year. Finished gasoline inventories decreased last week while blending components inventories increased last week,” it added. “Distillate fuel inventories increased by 6.4 million barrels last week and are about six percent below the five year average for this time of year. Propane/propylene inventories decreased by 0.6 million barrels from last week and are 10 percent above the five year average for this time of year,” it went on to state. In the report, the EIA noted

More telecom firms were breached by Chinese hackers than previously reported
Broader implications for US infrastructure The Salt Typhoon revelations follow a broader pattern of state-sponsored cyber operations targeting the US technology ecosystem. The telecom sector, serving as a backbone for industries including finance, energy, and transportation, remains particularly vulnerable to such attacks. While Chinese officials have dismissed the accusations as disinformation, the recurring breaches underscore the pressing need for international collaboration and policy enforcement to deter future attacks. The Salt Typhoon campaign has uncovered alarming gaps in the cybersecurity of US telecommunications firms, with breaches now extending to over a dozen networks. Federal agencies and private firms must act swiftly to mitigate risks as adversaries continue to evolve their attack strategies. Strengthening oversight, fostering industry-wide collaboration, and investing in advanced defense mechanisms are essential steps toward safeguarding national security and public trust.
Exclusive eBook: The great Al hype correction of 2025
This ebook is available only for subscribers.
2025 was a year of reckoning, including how the heads of the top AI companies made promises they couldn’t keep. In this exclusive subscriber-only eBook, you’ll learn more about why we may need to readjust our expectations. This story is part of the Hype Correction package.by Will Douglas Heaven December 15, 2025 Table of Contents: LLMs are not everything AI is not a quick fix to all your problems Are we in a bubble? (If so, what kind of bubble?) ChatGPT was not the beginning, and it won’t be the end Related Stories: Access all subscriber-only eBooks:

The Download: Microsoft’s online reality check, and the worrying rise in measles cases
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Microsoft has a new plan to prove what’s real and what’s AI online AI-enabled deception now permeates our online lives. There are the high-profile cases you may easily spot. Other times, it slips quietly into social media feeds and racks up views.It is into this mess that Microsoft has put forward a blueprint, shared with MIT Technology Review, for how to prove what’s real online.An AI safety research team at the company recently evaluated how methods for documenting digital manipulation are faring against today’s most worrying AI developments, like interactive deepfakes and widely accessible hyperrealistic models. It then recommended technical standards that can be adopted by AI companies and social media platforms. Read the full story. —James O’Donnell
Community service: a short story
In the not-too-distant future, civilians are enlisted to kill perceived threats to human life. In this short fiction story from the latest edition of our print magazine, writer Micaiah Johnson imagines the emotional toll that could take on ordinary people. Read the full story and if you haven’t already, subscribe now to get the next edition of the magazine. Measles cases are rising. Other vaccine-preventable infections could be next. There’s a measles outbreak happening close to where I live. Since the start of this year, 34 cases have been confirmed in Enfield, a northern borough of London.It’s another worrying development for an incredibly contagious and potentially fatal disease. Since October last year, 962 cases of measles have been confirmed in South Carolina. Large outbreaks (with more than 50 confirmed cases) are underway in four US states. Smaller outbreaks are being reported in another 12 states.The vast majority of these cases have been children who were not fully vaccinated. Vaccine hesitancy is thought to be a significant reason children are missing out on important vaccines. And if we’re seeing more measles cases now, we might expect to soon see more cases of other vaccine-preventable infections, including some that can cause liver cancer or meningitis. Read the full story. —Jessica Hamzelou This article first appeared in The Checkup, MIT Technology Review’s weekly biotech newsletter. To receive it in your inbox every Thursday, and read articles like this first, sign up here. The must-reads
I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology. 1 The US Environmental Protection Agency is being suedHealth and environmental non-profits have accused it of abandoning its mission to protect the public. (The Guardian) 2 Amazon’s cloud unit has suffered two outages linked to its AI toolsIn one instance, its Kiro AI coding tool decided to delete and recreate part of a system. (FT $)+ Amazon keeps a close eye on how its workers use AI daily. (The Information $)+ Security-conscious tech firms are restricting workers’ use of OpenClaw. (Wired $)3 AI is making it easier to steal tech trade secretsIt’s also making those secrets more lucrative. (WSJ $)+ Two former Googlers have been charged with illegally taking trade secrets. (Bloomberg $)4 What a fake viral ICE tip-off line tells us about AmericaOne call came from a teacher reporting the parents of a kindergarten student. (WP $)+ The agency’s software could speed up deportations. (Economist $)+ How an ICE detention actually unfolds. (New Yorker $)+ An internet personality is dividing those resisting on the streets of Minneapolis. (The Verge)5 The number of malicious apps submitted to Google’s app store is fallingWhich Google attributes to its improved AI defences. (TechCrunch)+ Beware the rise of the vibe coded music app. (The Verge) 6 “Digital blackface” is on the riseGenerative AI tools steeped in racial stereotypes are being co-opted by users who are not Black themselves.(The Guardian)+ OpenAI is huge in India. Its models are steeped in caste bias. (MIT Technology Review) 7 Grok exposed a porn performer’s legal name and birthdateWithout even being explicitly asked for the information. (404 Media) 8 India is embracing deepfakes of dead loved onesBut we don’t know how these kinds of clips could affect the long-term grieving process. (Rest of World)+ China has a flourishing market for deepfakes that clone the dead. (MIT Technology Review) 9 Longevity-linked products are big businessWe might spend up to $8 trillion annually on them by 2030. But do they work? (The Atlantic $)+ Meet the Vitalists: the hardcore longevity enthusiasts who believe death is “wrong.” (MIT Technology Review) 10 An AI film won’t be shown in cinemas after allFollowing a major public backlash after AMC Theatres announced its intention to screen a short AI movie called Thanksgiving Day. (Hollywood Reporter)+ Screen time is the villain in the trailer for the latest Toy Story installation. (Insider $)+ How do AI models generate videos? (MIT Technology Review)
Quote of the day
“Nobody but Big Oil profits from Trump trashing climate science and making cars and trucks guzzle and pollute more.” —David Pettit, an attorney at the Center for Biological Diversity, explains why the Center is suing the US Environmental Protection Agency over its decision to repeal a crucial climate ruling, Ars Technica reports. One more thing What happened to the microfinance organization Kiva?Since it was founded in 2005, the San Francisco-based nonprofit Kiva has helped everyday people make microloans to borrowers around the world. It connects lenders in richer communities to fund all sorts of entrepreneurs, from bakers in Mexico to farmers in Albania. Its overarching aim is helping poor people help themselves.But back in August 2021, Kiva lenders started to notice that information that felt essential in deciding who to lend to was suddenly harder to find. Now, lenders are worried that the organization now seems more focused on how to make money than how to create change. Read the full story. —Mara Kardas-Nelson
We can still have nice things A place for comfort, fun and distraction to brighten up your day. (Got any ideas? Drop me a line or skeet ’em at me.) + Is there a greater remix than this? I’m not convinced.+ These photos of Scotland showcase just how beautiful it—and its wildlife—is.+ It’s time to roll the dice and see where you end up—this random website generator is fun.+ I’m a bit scared of the “smiling fossil” that’s just been discovered on Holy Island.

Job titles of the future: Breast biomechanic
Twenty years ago, Joanna Wakefield-Scurr was having persistent pain in her breasts. Her doctor couldn’t diagnose the cause but said a good, supportive bra could help. A professor of biomechanics, Wakefield-Scurr thought she could do a little research and find a science-backed option. Two decades later, she’s still looking. Wakefield-Scurr now leads an 18-person team at the Research Group in Breast Health at the University of Portsmouth in the UK. Their research shows that the most effective high-impact-sports bras have underwires, padded cups, adjustable underbands and shoulder straps, and hook-and-eye closures. These bras reduce breast movement by up to 74% when compared with wearing no bra. But movement might not be the only metric that matters. A biological rarity Few anatomical structures hang outside of the body unsupported by cartilage, muscle, or bone—meaning there wasn’t much historical research to build on. Wakefield-Scurr’s lab was the first to find that when women run, the motion of the torso causes breasts to move in a three-dimensional pattern—swinging side to side and up and down—as well as moving forward and backward. In an hour of slow jogging, boobs can bounce approximately 10,000 times. A sports necessity Wearing a bra that’s too tight can limit breathing. Wearing one that’s too loose can create back, shoulder, and neck pain. Pain can also be caused by the lag between torso and breast movement, which causes what is scientifically known as “breast slap.” The lab’s research has also found that the physical discomfort of bad bras, combined with the embarrassment of flopping around, is the one of the biggest barriers to exercise for women and that if women have a good sports bra, they’re more willing to go for a run.
An open question Some bras function by deliberately compressing breasts. Others encapsulate and support each individual breast. But scientists still don’t know whether it’s more biomechanically important to reduce the breasts’ motion entirely, to reduce the speed at which they move, or to reduce breast slap. Will women constantly be forced to choose between the comfort of a stretchier bra and the support of a more restrictive one? Wakefield-Scurr is excited about new materials she’s tested that tighten or stretch depending on how you move. She’s working with fabric manufacturers and clothing companies to try out their wares. As more women take up high-impact sports, the need to understand what makes a good bra grows. Wakefield-Scurr says her lab can’t keep up with demand. Their cups runneth over. Sara Harrison is a freelance journalist who writes about science, technology, and health.

Community service
The bird is a beautiful silver-gray, and as she dies twitching in the lasernet I’m grateful for two things: First, that she didn’t make a sound. Second, that this will be the very last time. They’re called corpse doves—because the darkest part of their gray plumage surrounds the lighter part, giving the impression that skeleton faces are peeking out from behind trash cans and bushes—and their crime is having the ability to carry diseases that would be compatible with humans. I open my hand, triggering the display from my imprinted handheld, and record an image to verify the elimination. A ding from my palm lets me know I’ve reached my quota for the day and, with that, the year. I’m tempted to give this one a send-off, a real burial with holy words and some flowers, but then I hear a pack of streetrats hooting beside me. My city-issued vest is reflective and nanopainted so it projects a slight glow. I don’t know if it’s to keep us safe like they say, or if it’s just that so many of us are ex-cons working court-ordered labor, and civilians want to be able to keep an eye on us. Either way, everyone treats us like we’re invisible—everyone except children. I switch the lasernet on the bird from electrocute to incinerate and watch as what already looked like a corpse becomes ashes. “Hey, executioner!” says a girl. “Executioner” is not my official title. The branch of city government we work for is called the Department of Mercy, and we’re only ever called technicians. But that doesn’t matter to the child, who can’t be more than eight but has the authority of a judge as she holds up a finger to point me out to her friends.
HENRY HORENSTEIN “Guys, look!” she says, then turns her attention to me. “You hunting something big?” I shake my head, slowly packing up my things. “Something small?” she asks. Then her eyes darken. “You’re not a cat killer, are you?” “No,” I say quickly. “I do horseflies.” I don’t know why I lied, but as the suspicion leaves her face and a smile returns, I’m glad I did. “You should come down by the docks. We’ve got flies! Make your quota in a day.” The girl tosses her hair, making the tinfoil charms she’s wrapped around her braids tinkle like wind chimes. “It’s my last day. But if I get flies again for next year, I’ll swing by.” Another lie, because we both know the city would never send anyone to the docks for flies. Flies are killed because they are a nuisance, which means people only care about clearing them out of suburbs and financial districts. They’d only send a tech down to the docks to kill something that put the city proper at risk through disease, or by using up more resources than they wanted to spare. LeeLee is expecting me home to sit through the reassignments with her and it’s already late, so I hand out a couple of the combination warming and light sticks I get for winter to the pack of children with nowhere to go. As I walk away, the children are laughing so loud it sounds like screaming. They toss the sticks in the air like signal flares, small bright cries for help that no one will see.
LeeLee’s anxiety takes the form of caretaking, and as soon as I’ve stepped through the door I can smell bread warming and soup on the stove. I take off my muffling boots. Another day, I’d leave them on and sneak up on her just to be irritating, and she’d turn and threaten me with whatever kitchen utensil was at hand. But she’ll be extra nervous today, so I remove the shoes that let me catch nervous birds, and step hard on my way in. Sometimes it seems impossible that I can spend a year killing every fragile and defenseless thing I’ve encountered but still take such care with Lee. But I tell myself that the killing isn’t me—it’s just my sentence, and what I do when I have a choice is the only thing that really says anything about me. For the first six months and 400 birds, I believed it. LeeLee flicks on a smile that lasts a whole three seconds when she sees me, then clouds over again. “Soup’s too thin. There wasn’t enough powder for a real broth.” “I like thin soup,” I say. “Not like this. It doesn’t even cover up the taste of the water.” “I like the taste of the water,” I say, which breaks her out of her spiraling enough to roll her eyes. I put my hands on her shoulder to stop her fussing. “The soup is going to be fine,” I say. “So will the reassignment.” I’m not much taller than she is, but when we met in juvie she hadn’t hit her last growth spurt yet, so she still tilts her head back to look me in the eyes. “What if it’s not?” “It will—” “What if you get whatever assignment Jordan got?” There it is. Because two of us didn’t leave juvie together to start community service—three of us did. But Jordan didn’t last three weeks into his assignment before he turned his implements inward. I notice she doesn’t say What if I get what Jordan got? Because LeeLee is more afraid of being left alone than of having to kill something innocent. “We don’t know what his assignment was,” I say. It’s true, but we do know it was bad. Two weeks into our first stretch, a drug meant to sterilize the city’s feral cat population accidentally had the opposite effect. Everyone was pulled off their assigned duty for three days to murder litters of new kittens instead. It nearly broke me and Lee, but Jordan seemed almost grateful.
“Besides, we don’t know if his assignment had anything to do with … what he did. You’re borrowing trouble. Worry in”—I check my palm—“an hour, when you actually know there’s something to worry about.” You’d think it would hover over us too insistently to be ignored, but after we sit down and talk about our day I’m at ease, basking in the warmth of her storytelling and the bread that’s more beige than gray today. When the notification comes in, I am well and truly happy, and I can only hope it isn’t for the last time. We both stiffen when we hear the alert. She looks at me, and I give her a smile and a nod, and then we look down. In the time between hearing the notification and checking it, I imagine all kinds of horrors that could be in my assignment slot. I imagine a picture of kittens, reason enough for the girl I met earlier to condemn me. For a moment, just a flash, I imagine looking down and seeing my own face as my target, or LeeLee’s. But when I finally see the file, the relief that comes over me softens my spine. It’s a plant. Faceless, and bloodless.
I look up, and LeeLee’s eyes are dark as she leans forward, studying my face, looking for whatever crack she failed to see in Jordan. I force myself to smile wide for her. “It’s a plant. I got a plant, Lee.” She reaches forward and squeezes my hands. Hers are shaking. “What did you get?” I ask.
She waves away my question. “I got rats. I can handle it. I was just worried about you.” I spend the rest of the night unbelievably happy. For the next year, I get to kill a thing that does not scream. “You get all that?” the man behind the desk asks, and I nod even though I didn’t. I’ve traded in my boots and lasernet for a hazmat suit and a handheld mister with two different solutions. The man had been talking to me about how to use the solutions, but I can’t process verbal information very well. The whole reason I was sent to the correctional facility as a teen was that too many teachers mistook my processing delays for behavioral infractions. I’m planning to read the manual on my own time before I start in a few hours, but when I pick up the mister and look down the barrel, the equipment guy freaks out. “They were supposed to add sulfur to this batch, but they didn’t. So you won’t smell it. It won’t make you cough or your eyes water. It’ll just be lights out. Good night. You got me?” “Did you not hear me? Don’t even look at that thing without your mask on.” He takes a breath, calmer now that I’ve lowered my hands. “Look, the first solution—it’s fine. It’s keyed to the plant itself and just opens its cells up for whatever solution we put on it. You could drink the stuff. But that second? The orange vial? Don’t even put it in the mister without your mask on. It dissipates quickly, so you’re good once you’re done spraying, but not a second before.” He looks around, then leans in. “They were supposed to add sulfur to this batch, but they didn’t. So you won’t smell it. It won’t make you cough or your eyes water. It’ll just be lights out. Good night. You got me?”
I nod again as I grab the mask I hadn’t noticed before. This time when I thank him, I mean it. It takes me an hour to find the first plant, and when I do it’s beautiful. Lush pink on the inside and dark green on the outside, it looks hearty and primitive. Almost Jurassic. I can see why it’s only in the sewers now: it would be too easy to spot and destroy aboveground in the sea of concrete.
After putting on my mask, I activate the mister and then stand back as it sprays the plant with poison. Nothing happens. I remember the prepping solution and switch the cartridges to coat it in that first. The next time I try the poison, the plant wilts instantly, browning and shrinking like a tire deflating. I was wrong. Plants this size don’t die silently. It makes a wheezing sound, a deep sigh. By the third time I’ve heard it, I swear I can make out the word Please. HENRY HORENSTEIN When I get home, LeeLee’s locked herself in the bathroom, which doesn’t surprise me. I heard that they moved to acid for rats, and the smell of a corpse dissolving is impossible to get used to and even harder to get out of your hair. I eat dinner, read, change for bed, and she’s still in the bathroom. I brush my teeth in the kitchen. The next morning, I have to take a transport to the plant’s habitat on the other end of the city, so I spend the time looking through the file that came with the assignment. Under “Characteristics,” some city government scientist has written, “Large, dark. Resource-intensive. Stubborn.” I stare at the last word. Its own sentence, tacked on like an afterthought. Stubborn. The same word that was written in my file when I got sent from school to the facility where I met LeeLee and Jordan. Large, dark, stubborn, and condemned. I’ve never been called resource-intensive. But I have been called a waste. And maybe that’s why I do it. When I get to my last plant of the day, I don’t reach for the mister. This one is small, young, the green still neon-bright and the teeth at the edges still soft. I pick it up, careful with its roots, and carry it home. I find a discarded water container along the way and place it inside. When I get home I knock on LeeLee’s door. She doesn’t answer, so I leave the plant on the floor as an offering. They aren’t proper flowers, but they smell nice and earthy. It might keep the residual odor from melted organs, fur, and bones from taking over her room. “Killing things is a dumb job,” says the girl. After a week of hearing the death cries of its cousins, I was moved to use some of my allowance to buy cheap fertilizer and growth serum for my plant. The girl and her friends, fewer than before, were panhandling at the megastore across the way. She ran over, braids jingling, as soon as she saw me. I thought she’d leave once I gave her more glowsticks for her friends, but she stayed in step and kept following me.
“It’s not a dumb job,” I say, even though it is. “What’s the point?” I shift my bag to point at the bottom of my vest. Beneath “Mercy Dept.” the department’s slogan is written in cursive: Killing to Save! “See?” She sees the text but doesn’t register it, and I have to remind myself that even getting kicked out of school is a privilege. The city had decided to stop wasting educational resources on me. They’d never even tried with her or the other streetrats. “It just means we kill to help.” “That doesn’t make sense.” Suddenly, all I can think about is Jordan. “Maybe they don’t mind.” “What?” I think of the plants. Maybe they hadn’t been pleading. Maybe they’d been sighing with relief. I think of the birds that eventually stopped running away. “Maybe they’re tired. The city’s right, and their existence isn’t compatible with the world we made. And that’s our fault for being stupid and cruel, but it makes their lives so hard. We’ve made it so they can only live half a life. Maybe the least we can do is finish the job.” It’s a terrible thing to say—even worse to a kid. Her eyes go hard. “What are you killing now, executioner?” The question surprises me. “Sewer plants. Why?” “I don’t believe you.” I’d wanted her to leave me alone, but when she runs away I feel suddenly empty. I have an issue at work when I can’t find my poison vial. I tell them it rolled away in the sewer and I couldn’t catch it in time, because I don’t want to tell them I was unobservant enough to let a street kid steal from me. After a stern warning and a mountain of forms, they issue a new vial and don’t add to my service time. Pulling overtime to make up for the day I didn’t have my poison means it’s days before I get to fertilize my houseplant. LeeLee’s door is open, so I bring in the fertilizer and serum. She’s put the plant on her windowsill, but it prefers indirect sunlight, so I move it to the shelf next to her boxes of knickknacks and trinkets. I add the fertilizer to its soil and am about to spray it with the growth serum when I get an idea. I get the mister from my kit and set it up to spray the prepping solution on the little plant to prime it. I open the window and put on my mask, just in case, but I’m sure the man was telling the truth when he called the first liquid harmless. After its cells are open, I spray it with my store-bought growth serum. I’m halfway through making dinner when I hear the crash and run into LeeLee’s room. “Shit!” The plant has grown huge, turning adult instantly, and its new weight has taken down LeeLee’s shelf. Dainty keepsake boxes are shattered on our concrete floor. I bend to my knees quickly, so focused on fixing my mistake that I don’t register the oddness of the items I’m picking up—jacks, kids’ toys, a bow—until my fingers touch something small and shimmering. It’s a scrap of silver, still rounded in the shape of the braids it was taken from. I got rats. I can handle it. I’d forgotten the city has more than one kind. I’m waiting up when Lee gets home. I don’t make her tell me. I just grab her kit and rummage through it. Where my kit has a hazmat suit, hers has a stealth mesh to render her invisible. Where I keep my mister, she has a gun loaded with vials too large for rats. I have a mini-vac to suck up excess plant matter to prevent seeds from sprouting. She has zip ties. By the time I’m done, she’s already cracking under the weight of everything she tried to protect me from. Within moments she’s sobbing on the floor. I carry her to her bed and get in beside her. I try not to listen too closely as she recounts every horrible moment, but I’m listening at the end, when she tells me she can’t do it anymore. When she confesses that she’s the one who stole my poison, and has only been waiting to take it because she didn’t have the stomach to do to me what Jordan did to us. I tell her how we’ll make playgrounds of dead data centers and use hoses to fill the holes where skyscrapers were, and kids will play Marco Polo swimming over a CEO’s sunken office. I leave her for just a moment, but by the time I lie back in bed beside her I’ve figured it out. I tell her that she won’t have to take her shift tomorrow. I tell her I’m going to go around the city with my mister and my growth serum. That I’ll move plants from sewers to the yards around City Hall and every public space and the support pylons of important people’s companies, and then spray them so they become huge. The city will freak. I tell her it will be like the kittens, but this time we’ll all be pulled off our assignments to kill plants. And maybe the serum will work too well. Maybe the city was right to fear these plants, and they will grow and grow and eat our concrete while the roots crack our foundations and cut our electricity and everything will crumble. And the people with something to lose might suffer, but the rest of us will just laugh at the perfection of rubble. I tell her how we’ll make playgrounds of dead data centers and use hoses to fill the holes where skyscrapers were, and kids will play Marco Polo swimming over a CEO’s sunken office. She asks if I’ll put any at our old detention center. I tell her, Hundreds. I talk long enough that her eyes close, and loud enough that neither of us can hear the sound of my mister blowing. The man who gave it to me was right. Even without the mask, it doesn’t smell like sulfur. It doesn’t smell like anything. Micaiah Johnson’s debut novel, The Space Between Worlds, a Sunday Times bestseller and New York Times Editors’ Choice pick, was named one of the best books of 2020 and one of the best science fiction books of the last decade by NPR. Her first horror novel, The Unhaunting, is due out in fall 2026.

Measles cases are rising. Other vaccine-preventable infections could be next.
There’s a measles outbreak happening close to where I live. Since the start of this year, 34 cases have been confirmed in Enfield, a northern borough of London. Most of those affected are children under the age of 11. One in five have needed hospital treatment. It’s another worrying development for an incredibly contagious and potentially fatal disease. Since October last year, 962 cases of measles have been confirmed in South Carolina. Large outbreaks (with more than 50 confirmed cases) are underway in four US states. Smaller outbreaks are being reported in another 12 states. The vast majority of these cases have been children who were not fully vaccinated. Vaccine hesitancy is thought to be a significant reason children are missing out on important vaccines—the World Health Organization described it as one of the 10 leading threats to global health in 2019. And if we’re seeing more measles cases now, we might expect to soon see more cases of other vaccine-preventable infections, including some that can cause liver cancer or meningitis. Some people will always argue that measles is not a big deal—that infections used to be common, and most people survived them and did just fine. It is true that in most cases kids do recover well from the virus. But not always.
Measles symptoms tend to start with a fever and a runny nose. The telltale rash comes later. In some cases, severe complications develop. They can include pneumonia, blindness, and inflammation of the brain. Some people won’t develop complications until years later. In rare cases, the disease can be fatal. Before the measles vaccine was introduced, in 1963, measles epidemics occurred every two to three years, according to the WHO. Back then, around 2.6 million people died from measles every year. Since it was introduced, the measles vaccine is thought to have prevented almost 59 million deaths.
But vaccination rates have been lagging, says Anne Zink, an emergency medicine physician and clinical fellow at the Yale School of Public Health. “We’ve seen a slow decline in people who are willing to get vaccinated against measles for some time,” she says. “As we get more and more people who are at risk because they’re unvaccinated, the higher the chances that the disease can then spread and take off.” Vaccination rates need to be at 95% to prevent measles outbreaks. But rates are well below that level in some regions. Across South Carolina, the proportion of kindergartners who received both doses of the MMR vaccine, which protects against measles as well as mumps and rubella, has dropped steadily over the last five years, from 94% in 2020-2021 to 91% in 2024-2025. Some schools in the state have coverage rates as low as 20%, state epidemiologist Linda Bell told reporters last month. Vaccination rates are low in London, too. Fewer than 70% of children have received both doses of their MMR by the time they turn five, according to the UK Health Security Agency. In some boroughs, vaccination rates are as low as 58%. So perhaps it’s not surprising we’re seeing outbreaks. The UK is one of six countries to have lost their measles elimination status last month, along with Spain, Austria, Armenia, Azerbaijan, and Uzbekistan. Canada lost its elimination status last year. The highly contagious measles could be a bellwether for other vaccine-preventable diseases. Zink is already seeing signs. She points to a case of polio that paralyzed a man in New York in 2022. That happened when rates of polio vaccination were low, she says. “Polio is a great example of … a disease that is primarily asymptomatic, and most people don’t have any symptoms whatsoever, but for the people who do get symptoms, it can be life-threatening.” Then there’s mumps—another disease the MMR vaccine protects against. It’s another one of those infections that can be symptom-free and harmless in some, especially children, but nasty for others. It can cause a painful swelling of the testes, and other complications include brain swelling and deafness. (From my personal experience of being hospitalized with mumps, I can attest that even “mild” infections are pretty horrible.) Mumps is less contagious than measles, so we might expect a delay between an uptick in measles cases and the spread of mumps, says Zink. But she says that she’s more concerned about hepatitis B. “It lives on surfaces for a long period of time, and if you’re not vaccinated against it and you’re exposed to it as a kid, you’re at a really high risk of developing liver cancer and death,” she says.
Zink was formerly chief medical officer of Alaska, a state that in the 1970s had the world’s highest rate of childhood liver cancer caused by hepatitis B. Screening and universal newborn vaccination programs eliminated the virus’s spread. Public health experts worry that the current US administration’s position on vaccines may contribute to the decline in vaccine uptake. Last month the US Centers for Disease Control and Prevention approved changes to childhood vaccination recommendations. The agency no longer recommends the hepatitis B vaccine for all newborns. The chair of the CDC’s vaccine advisory panel has also questioned broad vaccine recommendations for polio. Even vitamin injections are being refused by parents, says Zink. A shot of vitamin K at birth can help prevent severe bleeding in some babies. But recent research suggests that parents of 5% of newborns are refusing it (up from 2.9% in 2017). “I can’t tell you how many of my pediatric [doctor] friends have told me about having to care for a kiddo in the ICU with … bleeding into their brain because the kid didn’t get vitamin K at birth,” says Zink. “And that can kill kids, [or have] lifelong, devastating, stroke-like symptoms.” All this paints a pretty bleak picture for children’s health. But things can change. Vaccination can still offer protection to plenty of people at risk of infection. South Carolina’s Department of Public Health is offering free MMR vaccinations to residents at mobile clinics. “It’s easy to think ‘It’s not going to be me,’” says Zink. “Seeing kiddos who don’t have the agency to make decisions [about vaccination] being so sick from vaccine-preventable diseases, to me, is one of the most challenging things of practicing medicine.” This article first appeared in The Checkup, MIT Technology Review’s weekly biotech newsletter. To receive it in your inbox every Thursday, and read articles like this first, sign up here.

Microsoft has a new plan to prove what’s real and what’s AI online
AI-enabled deception now permeates our online lives. There are the high-profile cases you may easily spot, like when White House officials recently shared a manipulated image of a protester in Minnesota and then mocked those asking about it. Other times, it slips quietly into social media feeds and racks up views, like the videos that Russian influence campaigns are currently spreading to discourage Ukrainians from enlisting. It is into this mess that Microsoft has put forward a blueprint, shared with MIT Technology Review, for how to prove what’s real online. An AI safety research team at the company recently evaluated how methods for documenting digital manipulation are faring against today’s most worrying AI developments, like interactive deepfakes and widely accessible hyperrealistic models. It then recommended technical standards that can be adopted by AI companies and social media platforms. To understand the gold standard that Microsoft is pushing, imagine you have a Rembrandt painting and you are trying to document its authenticity. You might describe its provenance with a detailed manifest of where the painting came from and all the times it changed hands. You might apply a watermark that would be invisible to humans but readable by a machine. And you could digitally scan the painting and generate a mathematical signature, like a fingerprint, based on the brush strokes. If you showed the piece at a museum, a skeptical visitor could then examine these proofs to verify that it’s an original.
All of these methods are already being used to varying degrees in the effort to vet content online. Microsoft evaluated 60 different combinations of them, modeling how each setup would hold up under different failure scenarios—from metadata being stripped to content being slightly altered or deliberately manipulated. The team then mapped which combinations produce sound results that platforms can confidently show to people online, and which ones are so unreliable that they may cause more confusion than clarification. Ask AIWhy it matters to you?BETAHere’s why this story might matter to you, according to AI. This is a beta feature and AI hallucinates—it might get weirdTell me why it matters The company’s chief scientific officer, Eric Horvitz, says the work was prompted by legislation—like California’s AI Transparency Act, which will take effect in August—and the speed at which AI has developed to combine video and voice with striking fidelity.
“You might call this self-regulation,” Horvitz told MIT Technology Review. But it’s clear he sees pursuing the work as boosting Microsoft’s image: “We’re also trying to be a selected, desired provider to people who want to know what’s going on in the world.” Nevertheless, Horvitz declined to commit to Microsoft using its own recommendation across its platforms. The company sits at the center of a giant AI content ecosystem: It runs Copilot, which can generate images and text; it operates Azure, the cloud service through which customers can access OpenAI and other major AI models; it owns LinkedIn, one of the world’s largest professional platforms; and it holds a significant stake in OpenAI. But when asked about in-house implementation, Horvitz said in a statement, “Product groups and leaders across the company were involved in this study to inform product road maps and infrastructure, and our engineering teams are taking action on the report’s findings.” It’s important to note that there are inherent limits to these tools; just as they would not tell you what your Rembrandt means, they are not built to determine if content is accurate or not. They only reveal if it has been manipulated. It’s a point that Horvitz says he has to make to lawmakers and others who are skeptical of Big Tech as an arbiter of fact. “It’s not about making any decisions about what’s true and not true,” he said. “It’s about coming up with labels that just tell folks where stuff came from.” Hany Farid, a professor at UC Berkeley who specializes in digital forensics but wasn’t involved in the Microsoft research, says that if the industry adopted the company’s blueprint, it would be meaningfully more difficult to deceive the public with manipulated content. Sophisticated individuals or governments can work to bypass such tools, he says, but the new standard could eliminate a significant portion of misleading material. “I don’t think it solves the problem, but I think it takes a nice big chunk out of it,” he says. Still, there are reasons to see Microsoft’s approach as an example of somewhat naïve techno-optimism. There is growing evidence that people are swayed by AI-generated content even when they know that it is false. And in a recent study of pro-Russian AI-generated videos about the war in Ukraine, comments pointing out that the videos were made with AI received far less engagement than comments treating them as genuine. “Are there people who, no matter what you tell them, are going to believe what they believe?” Farid asks. “Yes.” But, he adds, “there are a vast majority of Americans and citizens around the world who I do think want to know the truth.”
That desire has not exactly led to urgent action from tech companies. Google started adding a watermark to content generated by its AI tools in 2023, which Farid says has been helpful in his investigations. Some platforms use C2PA, a provenance standard Microsoft helped launch in 2021. But the full suite of changes that Microsoft suggests, powerful as they are, might remain only suggestions if they threaten the business models of AI companies or social media platforms. “If the Mark Zuckerbergs and the Elon Musks of the world think that putting ‘AI generated’ labels on something will reduce engagement, then of course they’re incentivized not to do it,” Farid says. Platforms like Meta and Google have already said they’d include labels for AI-generated content, but an audit conducted by Indicator last year found that only 30% of its test posts on Instagram, LinkedIn, Pinterest, TikTok, and YouTube were correctly labeled as AI-generated. More forceful moves toward content verification might come from the many pieces of AI regulation pending around the world. The European Union’s AI Act, as well as proposed rules in India and elsewhere, would all compel AI companies to require some form of disclosure that a piece of content was generated with AI. One priority from Microsoft is, unsurprisingly, to play a role in shaping these rules. The company waged a lobbying effort during the drafting of California’s AI Transparency Act, which Horvitz said made the legislation’s requirements on how tech companies must disclose AI-generated content “a bit more realistic.” But another is a very real concern about what could happen if the rollout of such content-verification technology is done poorly. Lawmakers are demanding tools that can verify what’s real, but the tools are fragile. If labeling systems are rushed out, inconsistently applied, or frequently wrong, people could come to distrust them altogether, and the entire effort would backfire. That’s why the researchers argue that it may be better in some cases to show nothing at all than a verdict that could be wrong. Inadequate tools could also create new avenues for what the researchers call sociotechnical attacks. Imagine that someone takes a real image of a fraught political event and uses an AI tool to change only an inconsequential share of pixels in the image. When it spreads online, it could be misleadingly classified by platforms as AI-manipulated. But combining provenance and watermark tools would mean platforms could clarify that the content was only partially AI generated, and point out where the changes were made. California’s AI Transparency Act will be the first major test of these tools in the US, but enforcement could be challenged by President Trump’s executive order from late last year seeking to curtail state AI regulations that are “burdensome” to the industry. The administration has also generally taken a posture against efforts to curb disinformation, and last year, via DOGE, it canceled grants related to misinformation. And, of course, official government channels in the Trump administration have shared content manipulated with AI (MIT Technology Review reported that the Department of Homeland Security, for example, uses video generators from Google and Adobe to make content it shares with the public). I asked Horvitz whether fake content from this source worries him as much as that coming from the rest of social media. He initially declined to comment, but then he said, “Governments have not been outside the sectors that have been behind various kinds of manipulative disinformation, and this is worldwide.”

Nvidia lines up partners to boost security for industrial operations
Akamai extends its micro-segmentation and zero-trust security platform Guardicore to run on Nvidia BlueField GPUs The integration offloads user-configurable security processes from the host system to the Nvidia BlueField DPU and enables zero-trust segmentation without requiring software agents on fragile or legacy systems, according to Akamai. Organizations can implement this hardware-isolated, “agentless” security approach to help align with regulatory requirements and lower their risk profile for cyber insurance. “It delivers deep, out-of-band visibility across systems, networks, and applications without disrupting operations. Security policies can be enforced in real time and are capable of creating a strong protective boundary around critical operational systems. The result is trusted insight into operational activity and improved overall cyber resilience,” according to Akamai. Forescout works with Nvidia to bring zero-trust technology to OT networks Forescout applies network segmentation to contain lateral movement and enforce zero-trust controls. The technology would be further integrated into partnership work already being done by the two companies. By running Forescout’s on-premises sensor directly on the Nvidia BlueField, part of Nvidia Cybersecurity AI platform, customers can offload intensive computing tasks, such as deep packet inspections. This speeds up data processing, enhances asset intelligence, and improves real-time monitoring, providing security teams with the insights needed to stay ahead of emerging threats, according to Forescout. Palo Alto to demo Prisma AIRS AI Runtime Security on Nvidia BlueField DPU Palo Alto Networks recently partnered with Nvidia to run its Prisma AI-powered Radio Security(AIRs) package on the Nvidia BlueField DPU and will show off the technology at the conference. The technology is part of the Nvidia Enterprise AI Factory validated design and can offer real-time security protection for industrial network settings. “Prisma AIRS AI Runtime Security delivers deep visibility into industrial traffic and continuous monitoring for abnormal behavior. By running these security services on Nvidia BlueField, inspection

Pure Storage becomes Everpure, acquires 1touch
Other recent research confirms this. In an October Cisco survey of over 8,000 AI leaders, only 35% of companies have clean, centralized data with real-time integration for AI agents. And by 2027, according to IDC, companies that don’t prioritize high-quality, AI-ready data will struggle scaling gen AI and agentic solutions, resulting in a 15% productivity loss. “Every enterprise is talking about AI, but most aren’t AI ready because their data is fragmented and poorly cataloged,” says Brad Gastwirth, global head of research and market intelligence at Circular Technology, a supply chain consultancy. “If Everpure can help turn storage into a structured, intelligent data foundation, that could materially shorten the path from proof of concept to production AI.” It’s not an easy process. It could take years to shift from being viewed primarily as a storage hardware company to a data platform company, Gastwirth says. “There is product integration to get right, but there is also a commercial shift. Sales teams need to sell differently, customers need to budget differently, and the market needs proof points.” And there are many companies in the race to be the data platform for AI. “The difference is where it sits in the stack,” he says. “If Everpure can bake more intelligence directly into the core storage layer instead of layering tools on top, that can actually simplify things.” Putting the control layer closer to the data can be helpful as companies deploy agentic AI. AI agents need to have good access to data to function well, whether as part of their training, in RAG embedding, or via MPC servers. But ensuring that agents only access the data they’re supposed to is a challenge. “The shift to agentic AI is a big reason why you’d want to have your data intelligence tied to your data

Peptides are everywhere. Here’s what you need to know.
MIT Technology Review Explains: Let our writers untangle the complex, messy world of technology to help you understand what’s coming next. You can read more from the series here. Want to lose weight? Get shredded? Stay mentally sharp? A wellness influencer might tell you to take peptides, the latest cure-all in the alternative medicine arsenal. People inject them. They snort them. They combine them into concoctions with superhero names, like the Wolverine stack. Matt Kaeberlein, a longevity researcher, first started hearing about peptides a few years ago. “At that point it was mostly functional medicine doctors that were using peptides,” he says, referring to physicians who embrace alternative medicine and supplements. “In the last six months, it’s kind of gone crazy.” Peptides have gone mainstream. At the health-technology startup Superpower in Los Angeles, employees can get free peptide shots on Fridays. At a health food store in Phoenix, a sidewalk sign reads, “We have peptides!” At a tae kwon do center in South Carolina, a peptide wholesaler hosts an informational evening. On social media, they’re everywhere. And that popularity seems poised to grow; Department of Health and Human Services secretary Robert F. Kennedy Jr. has promised to end the FDA’s “aggressive suppression” of peptides.
The benefits and risks of many of these compounds, however, are largely unknown. Some of the most popular peptides have never been tested in human trials. They are sold for research purposes, not human consumption. Some are illegal knockoffs of wildly successful weight-loss medicines. The vast majority come from China, a fact that has some legislators worried. Last week, Senator Tom Cotton urged the head of the FDA to crack down on illegal shipments of peptides from China. In the absence of regulatory oversight, some people are sending the compounds they purchase off for independent testing just to ensure that the product is legit. What is a peptide? A peptide is simply a short string of amino acids, the building blocks of proteins. “Scientists generally think of peptides as very small protein fragments, but we don’t really have a precise cutoff between a peptide and a protein,” says Paul Knoepfler, a stem-cell researcher at the University of California, Davis. Insulin is a peptide, as is human growth hormone. So are some neurotransmitters, like oxytocin.
But when wellness influencers talk about peptides, they’re often referring to particular compounds—formulated as injections, pills, or nasal sprays—that have become trendy lately. Some of these peptides are FDA-approved prescription medications. GLP-1 medicines, for example, are approved to treat diabetes and obesity but are also easily accessible online to almost anyone who wants to use them. Many sites sell microdoses of GLP-1s with claims that they can “support longevity,” reduce cognitive decline, or curb inflammation. Many more peptides are experimental. “The majority fall into the unapproved bucket,” says Kaeberlein, who is chief executive officer of Optispan, a Seattle-based health-care technology company focused on longevity. That bucket includes drugs that promote the release of growth hormones, like TB-500, CJC-1295, and ipamorelin, and compounds said to promote tissue repair and wound healing, like BPC-157 and GHK-Cu. It’s primarily these unapproved compounds that have raised concerns. “Anybody can set up an online shop selling research-grade peptides,” says Tenille Davis, a pharmacist and chief advocacy officer at the Alliance for Pharmacy Compounding, a trade organization representing more than 600 pharmacies. “And nobody knows what’s even in the vials.” It’s not just fitness gurus, biohackers, and longevity fanatics who are taking these experimental drugs. Kaeberlein recalls hearing about an acquaintance whose doctor prescribed her unapproved peptides. She was “just a typical upper-middle-class woman,” he says. “That’s when it really hit me that this has sort of gone relatively mainstream.” What do peptides do? All kinds of things, purportedly. GHK-Cu is supposed to help with wound healing and collagen production. BPC-157 is said to promote tissue repair and curb inflammation, TB-500 to foster blood vessel formation. Here’s the caveat: The evidence for these benefits comes largely from animal studies and online testimonials, not human trials. “There’s no human clinical evidence to show that they even do what people are claiming that they do,” says Stuart Phillips, a muscle physiologist at McMaster University in Hamilton, Ontario. “So it could be just a giant rip-off.” Some experimental peptides probably do have beneficial wound healing properties or regenerative effects, Kaeberlein says. For BPC-157, for example, “the animal data is compelling,” he says. But there are still plenty of unknowns: What is the right dosage? How long should you take it? What’s the best way to administer it? Those are questions that can be answered only through rigorous clinical trials. In the absence of those studies, doctors “just make up their own protocols,” he says. Some consumers go the DIY route, reconstituting powdered peptides and injecting their own concoctions at home. So why am I seeing ads for these peptide therapies if they’re not approved? Federal law prohibits companies from marketing medications that haven’t been approved. That includes most peptides, which are regulated as small molecules, not dietary supplements. (Two notable exceptions are collagen peptides and creatine peptides, often sold as powders.) The law is designed to protect consumers from drugs that haven’t been proved safe and effective. But it doesn’t stop labs from making peptides for research purposes. “Most of the peptides being consumed in the marketplace now are being sold by these online companies that are selling them labeled for research use only,” Davis says. The vials often bear disclaimers that clearly say as much: “For research use only” or “Not for human consumption.” It’s illegal to market these products for human use, but “the websites make it pretty clear that the buyers are intended to be using these products themselves,” she says.
The practice isn’t legal, but enforcement has been sporadic. “FDA sends warning letters, shuts down companies. But because it’s all online, they have a really hard time keeping up with these entities,” Davis says. And companies have plenty of incentive to keep illegally marketing the products. “They can make millions of dollars without having to spend money and time doing research,” Knoepfler says. “It’s a cash grab.” Compounding pharmacies, which are legally allowed to create bespoke medications by mixing bulk active ingredients, often get requests to dispense peptides, but most peptides don’t meet the eligibility criteria for compounding. This has always been the case, but in 2023 the FDA explicitly added several common experimental peptides to the list of bulk substances that cannot be compounded because of safety concerns. “It put an exclamation point on policy that was already in place,” Davis says. Many GLP-1 medications are available from compounding pharmacies. That used to be accepted because the drugs were in short supply. Now, however, supplies of most of these medications are stable, and sellers are under increasing pressure from regulators to stop mass-marketing these drugs. What’s the harm in trying them? Peptides sold for research purposes come from labs with little regulatory oversight. “When you buy stuff online intended for research grade, you have no idea what’s in the vial that you’re getting. You have no idea the sterility practices that it was manufactured under, or what sort of impurities might be in the vial,” Davis says. Phillips has heard some people say they send their peptides for third-party testing to ensure that they’re pure, “like it’s some kind of flex,” he says. “And I’m like, ‘Well, you just proved that this stuff lives in the shadows, for crying out loud.’” Finnrick Analytics, a peptide-testing startup in Austin, Texas, has analyzed the purity and potency of more than 5,000 samples of 15 different peptides from 173 vendors. The results show that the quality varies substantially from vendor to vendor and even batch to batch. For example, the company tested nearly 450 samples of BPC-157 from 64 vendors. In some cases, the vials sold as BPC-157 didn’t contain the compound at all. In those that did, the purity varied from about 82% to 100%. Perhaps more worrying, 8% of all the peptide samples Finnrick tested had measurable levels of endotoxins, bacterial fragments that can cause fever and chills or, in larger doses, septic shock. The health risks aren’t just hypothetical. In 2025, two women had to be hospitalized and placed on ventilators after receiving peptide injections at a longevity conference in Las Vegas. Both recovered, and it’s still not clear whether they reacted to the peptides themselves or to some impurity in the vials.
“The idea that all peptides are safe and all peptides are natural is just nonsense,” Kaeberlein says. “I tend to consider myself fairly libertarian when it comes to what people want to do for their health,” he adds. “If you want to take an experimental drug, that’s up to you.” But the problem with unregulated experimental therapies is that it’s exceedingly difficult to assess benefit and harm. “The relatively small percentage of people that are bad actors will be bad actors, and they will dishonestly market this stuff to people who aren’t equipped to really understand the true risks and rewards,” he says. And, like any drug, peptides come with a risk of side effects. For approved medications, these are detailed right on the package insert. But for many experimental peptides, there hasn’t been enough research to understand what those side effects might be. Some researchers have warned that peptides that promote growth or blood vessel formation might also foster the growth of cancers.
For competitive athletes who use peptides, meanwhile, the risks include not just possible health problems but suspension. Some peptides, like BPC-157, are banned by the World Anti-Doping Agency. The FDA has undergone a pretty substantial overhaul under the Trump administration. Are the regulations around peptides likely to change? I don’t have a crystal ball, but it seems likely. In May 2025, US health secretary Robert F. Kennedy Jr. joined the longevity enthusiast and biohacker Gary Brecka on his podcast The Ultimate Human and promised to “end the war at FDA against alternative medicine—the war on stem cells, the war on chelating drugs, the war on peptides.” Knoepfler anticipates that Kennedy will force the FDA to allow compounding of some of the most popular peptides, like BPC-157 and GHK-Cu. “Such a step would put public health at great risk, while giving compounders and likely wellness influencers a lot more profit,” he says. The FDA seems intent on cracking down on GLP-1 copycats, however. In early February, commissioner Marty Makary posted on X that the agency would take “swift action against companies mass-marketing illegal copycat drugs, claiming they are similar to FDA-approved products.”

The human work behind humanoid robots is being hidden
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. In January, Nvidia’s Jensen Huang, the head of the world’s most valuable company, proclaimed that we are entering the era of physical AI, when artificial intelligence will move beyond language and chatbots into physically capable machines. (He also said the same thing the year before, by the way.) The implication—fueled by new demonstrations of humanoid robots putting away dishes or assembling cars—is that mimicking human limbs with single-purpose robot arms is the old way of automation. The new way is to replicate the way humans think, learn, and adapt while they work. The problem is that the lack of transparency about the human labor involved in training and operating such robots leaves the public both misunderstanding what robots can actually do and failing to see the strange new forms of work forming around them. Consider how, in the AI era, robots often learn from humans who demonstrate how to do a chore. Creating this data at scale is now leading to Black Mirror–esque scenarios. A worker in Shanghai, for example, recently spent a week wearing a virtual-reality headset and an exoskeleton while opening and closing the door of a microwave hundreds of times a day to train the robot next to him, Rest of World reported. In North America, the robotics company Figure appears to be planning something similar: It announced in September it would partner with the investment firm Brookfield, which manages 100,000 residential units, to capture “massive amounts” of real-world data “across a variety of household environments.” (Figure did not respond to questions about this effort.)
Just as our words became training data for large language models, our movements are now poised to follow the same path. Except this future might leave humans with an even worse deal, and it’s already beginning. The roboticist Aaron Prather told me about recent work with a delivery company that had its workers wear movement-tracking sensors as they moved boxes; the data collected will be used to train robots. The effort to build humanoids will likely require manual laborers to act as data collectors at massive scale. “It’s going to be weird,” Prather says. “No doubts about it.” Or consider tele-operation. Though the endgame in robotics is a machine that can complete a task on its own, robotics companies employ people to operate their robots remotely. Neo, a $20,000 humanoid robot from the startup 1X, is set to ship to homes this year, but the company’s founder, Bernt Øivind Børnich, told me recently that he’s not committed to any prescribed level of autonomy. If a robot gets stuck, or if the customer wants it to do a tricky task, a tele-operator from the company’s headquarters in Palo Alto, California, will pilot it, looking through its cameras to iron clothes or unload the dishwasher.
This isn’t inherently harmful—1X gets customer consent before switching into tele-operation mode—but privacy as we know it will not exist in a world where tele-operators are doing chores in your house through a robot. And if home humanoids are not genuinely autonomous, the arrangement is better understood as a form of wage arbitrage that re-creates the dynamics of gig work while, for the first time, allowing physical tasks to be performed wherever labor is cheapest. We’ve been down similar roads before. Carrying out “AI-driven” content moderation on social media platforms or assembling training data for AI companies often requires workers in low-wage countries to view disturbing content. And despite claims that AI will soon enough train on its outputs and learn on its own, even the best models require an awful lot of human feedback to work as desired. These human workforces do not mean that AI is just vaporware. But when they remain invisible, the public consistently overestimates the machines’ actual capabilities. That’s great for investors and hype, but it has consequences for everyone. When Tesla marketed its driver-assistance software as “Autopilot,” for example, it inflated public expectations about what the system could safely do—a distortion a Miami jury recently found contributed to a crash that killed a 22-year-old woman (Tesla was ordered to pay $240 million in damages). The same will be true for humanoid robots. If Huang is right, and physical AI is coming for our workplaces, homes, and public spaces, then the way we describe and scrutinize such technology matters. Yet robotics companies remain as opaque about training and tele-operation as AI firms are about their training data. If that does not change, we risk mistaking concealed human labor for machine intelligence—and seeing far more autonomy than truly exists.

The Download: Chicago’s surveillance network, and building better bras
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Inside Chicago’s surveillance panopticon Chicago has tens of thousands of surveillance cameras—up to 45,000, by some estimates. That’s among the highest numbers per capita in the US. Chicago boasts one of the largest license plate reader systems in the country, and the ability to access audio and video surveillance from independent agencies such as the Chicago Public Schools, the Chicago Park District, and the public transportation system as well as many residential and commercial security systems such as Ring doorbell cameras.Law enforcement and security advocates say this vast monitoring system protects public safety and works well.
But activists and many residents say it’s a surveillance panopticon that creates a chilling effect on behavior and violates guarantees of privacy and free speech. Read the full story. —Rod McCullom
Job titles of the future: Breast biomechanic Twenty years ago, Joanna Wakefield-Scurr was having persistent pain in her breasts. Her doctor couldn’t diagnose the cause but said a good, supportive bra could help. A professor of biomechanics, Wakefield-Scurr thought she could do a little research and find a science-backed option. Two decades later, she’s still looking.Wakefield-Scurr now leads an 18-person team at the Research Group in Breast Health at the University of Portsmouth in the UK. And as more women take up high-impact sports, the need to understand what makes a good bra grows, she says her lab can’t keep up with demand. Read the full story. —Sara Harrison These stories are both from the next print issue of MIT Technology Review magazine, which is all about crime. If you haven’t already, subscribe now to receive future issues once they land. The must-reads I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.
1 Inside ICE’s plans to build huge detention centers across the USThe identities of the personnel who authorized it have been revealed in metadata. (Wired $)+ A UK tourist with a valid visa was detained by ICE for six weeks. (The Guardian) 2 The UAE says it was targeted by a wave of AI-backed cyberattacksAuthorities said the attacks marked a major shift in methods, but didn’t elaborate. (Bloomberg $)+ New cybersecurity rules are hobbling small defense suppliers. (Reuters)+ AI is already making online crimes easier. It could get much worse. (MIT Technology Review)3 What does the public really think about AI?Tech leaders are worried they might not be fully onboard with their missions. (NYT $)+ How social media encourages the worst of AI boosterism. (MIT Technology Review) 4 It looks like X really is pushing its users further to the rightAs well as attracting more conservative thinkers in the first place. (NY Mag $)+ The platform is currently disputing a major European fine. (Politico $)5 Meet the farmers standing up to data center buildersThey’re turning down deals worth millions for the land they’ve worked for decades. (The Guardian)+ A data center venture launched at the White House isn’t delivering on its promises. (The Information $)+ Data centers are amazing. Everyone hates them. (MIT Technology Review) 6 America has a plan to fight back against China’s AIIt hopes to send Tech Corps volunteers around the world to promote its own national efforts. (Rest of World)+ China’s plan to lure in new AI customers? Bubble tea. (FT $)+ The State of AI: Is China about to win the race? (MIT Technology Review) 7 Clouds are a major climate problem ☁️They’re making it harder for scientists to model the weather accurately. (Quanta Magazine)+ The building legal case for global climate justice. (MIT Technology Review) 8 AI is still hopeless at reading PDFsBut companies keep deploying it across work systems anyway. (The Verge) 9 A “Fitbit for farts” could help analyze your gastrointestinal healthIf you don’t mind wearing a sensor tucked into your underwear, that is. (WSJ $)10 Gen Z is fascinated by corporate culture 💼TikTok’s “WorkTok” videos are very effective at romanticizing the daily grind. (FT $)
Quote of the day “It also takes a lot of energy to train a human. It takes like 20 years of life and all of the food you eat during that time before you get smart.”
—Sam Altman, CEO of OpenAI, compares the environmental impact of training AI’s vast models to the effort required to train a human during an event in India, TechCrunch reports. One more thing How one mine could unlock billions in EV subsidiesOn a pine farm north of the tiny town of Tamarack, Minnesota, Talon Metals has uncovered one of America’s densest nickel deposits—and now it wants to begin extracting it.If regulators approve the mine, it could mark the starting point in what the company claims would become the country’s first complete domestic nickel supply chain, running from the bedrock beneath the Minnesota earth to the batteries in electric vehicles across the nation.MIT Technology Review wanted to provide a clearer sense of the law’s on-the-ground impact by zeroing in on a single project and examining how these rich subsidies could be unlocked at each point along the supply chain. Take a look at what we found out. —James Temple
We can still have nice things A place for comfort, fun and distraction to brighten up your day. (Got any ideas? Drop me a line or skeet ’em at me.) + Alysa Liu’s gold medal-winning Winter Olympics figure skating route is truly amazing.+ Mmm, delicious ancient Roman pizza.+ It’s not every day you find 2,000 year-old footprints while walking your dog 👣+ Nature is full of surprises, and so are the winners of this year’s Sony World Photography Awards.

Inside Chicago’s surveillance panopticon
Early on the morning of September 2, 2024, a Chicago Transit Authority Blue Line train was the scene of a random and horrific mass shooting. Four people were shot and killed on a westbound train as it approached the suburb of Forest Park. The police swiftly activated a digital dragnet—a surveillance network that connects thousands of cameras in the city. The process began with a quick review of the transit agency’s surveillance cameras, which captured the alleged gunman shooting the victims execution style. Law enforcement followed the suspect, through real-time footage, across the rapid-transit system. Police officials circulated the images to transit staff and to thousands of officers. An officer in the adjacent suburb of Riverdale recognized the suspect from a previous arrest. By the time he was captured at another train station, just 90 minutes after the shooting, authorities already had his name, address, and previous arrest history. Little of this process would come as much surprise to Chicagoans. The city has tens of thousands of surveillance cameras—up to 45,000, by some estimates. That’s among the highest numbers per capita in the US. Chicago boasts one of the largest license plate reader systems in the country, and the ability to access audio and video surveillance from independent agencies such as the Chicago Public Schools, the Chicago Park District, and the public transportation system as well as many residential and commercial security systems such as Ring doorbell cameras. Law enforcement and security advocates say this vast monitoring system protects public safety and works well. But activists and many residents say it’s a surveillance panopticon that creates a chilling effect on behavior and violates guarantees of privacy and free speech. Black and Latino communities in Chicago have historically been targeted by excessive policing and surveillance, says Lance Williams, a scholar of urban violence at Northeastern Illinois University. That scrutiny has created new problems without delivering the promised safety, he suggests. In order to “solve the problem of crime or violence and make these communities safer,” he says, “you have to deal with structural problems,” such as the shortage of livable-wage jobs, affordable housing, and mental-health services across the city.
Recent years have seen some effective pushback against the surveillance. Until recently, for example, the city was the largest customer of ShotSpotter acoustic sensors, which are designed to detect gunfire and alert police. The system was introduced in a small area on the South Side in 2012. By 2018, an area of about 136 square miles—some 60% of the city—was covered by the acoustic surveillance network. Critics questioned ShotSpotter’s effectiveness and objected that the sensors were installed largely in Black and Latino neighborhoods. Those critiques gained urgency with the fatal shooting in March 2021 of a 13-year-old, Adam Toledo, by police responding to a ShotSpotter alert. The tragedy became the touchstone of the #StopShotSpotter protest movement and one of the major issues in Brandon Johnson’s successful mayoral campaign in 2023. When he reached office, Johnson followed through, ending the city’s contract with SoundThinking, the San Francisco Bay Area company behind ShotSpotter. In total, it’s estimated the city paid more than $53 million for the system.
In response to a request for comment, SoundThinking said that ShotSpotter enables law enforcement “to reach the scene faster, render aid to victims, and locate evidence more effectively.” It stated the company “plays no part in the selection of deployment areas” but added: “We believe communities experiencing the highest levels of gun violence deserve the same rapid emergency response as any other neighborhood.” While there has been successful resistance to police surveillance in the nation’s third-largest city, there are also countervailing forces: governments and officials in Chicago and the surrounding suburbs are moving to expand the use of surveillance, also in response to public pressure. Even the victory against acoustic surveillance might be short-lived. Early last year, the city issued a request for proposals for gun violence detection technology. Many people in and around Chicago—digital privacy and surveillance activists, defense attorneys, law enforcement officials, and ordinary citizens—are part of this push and pull. Here are some of their stories. Alejandro Ruizesparza and Freddy MartinezCofounders, Lucy Parsons Labs Oak Park, a quiet suburb at Chicago’s western border, is the birthplace of Ernest Hemingway. It includes the world’s largest collection of Frank Lloyd Wright–designed buildings and homes. Until recently, the village of Oak Park was also the center of a three-year-long campaign against an unwelcome addition to its manicured lawns and Prairie-style architecture: automated license plate readers from a company called Flock Safety. These are high-speed cameras that automatically scan license plates to look for stolen or wanted vehicles, or for drivers with outstanding warrants. Freddy Martinez (left) and Alejandro Ruizesparza (right) direct Lucy Parsons Labs, a charitable organization focused on digital rights.AKILAH TOWNSEND An Oak Park group called Freedom to Thrive—made up of parents, activists, lawyers, data scientists, and many others—suspected that this technology was not a good or equitable addition to their neighborhood. So the group engaged the Chicago-based nonprofit Lucy Parsons Labs to help navigate the often intimidating process of requesting license plate reader data under the Illinois Freedom of Information Act. Lucy Parsons Labs, which is named for a turn-of-the-century Chicago labor organizer, investigates technologies such as license plate readers, gunshot detection systems, and police bodycams. LPL provides digital security and public records training to a variety of groups and is frequently called on to help community members audit and analyze surveillance systems that are targeting their neighborhoods. It’s led by two first-generation Mexican-Americans from the city’s Southwest Side. Alejandro Ruizesparza has a background in community organizing and data science. Freddy Martinez was also a community organizer and has a background in physics.
The group is now approaching its 10th year, but it was an all-volunteer effort until 2022. That’s when LPL received its first unrestricted, multi-year operational grant from a large foundation: the Chicago-based John D. and Catherine T. MacArthur Foundation, known worldwide for its so-called “genius grants.” A grant from the Ford Foundation followed the next year. The additional resources—a significant amount compared with the previous all-volunteer budget, acknowledges Ruizesparza—meant the two cofounders and two volunteers became full-time employees. But the group is determined not to become “too comfortable” and lose its edge. There is a tenacity to Lucy Parsons Labs’ work—a “sense of scrappiness,” they say—because “we did so much of this work with no money.” One of LPL’s primary strategies is filing extensive FOIA requests for raw data sets of police surveillance. The process can take a while, but it often reveals issues. In the case of Oak Park, the FOIA requests were just one tool that Freedom to Thrive and LPL used to sort out what was going on. The data revealed that in the first 10 months of operation, the eight Flock license plate readers the town had deployed scanned 3,000,000 plates. But only 42 scans led to an alert—an infinitesimal yield of 0.000014%.
At the same time, the impacts of those few flagged license plates were disproportionate. While Oak Park’s population of about 53,000 is only 19% Black, Black drivers made up 85% of those flagged by the Flock cameras, seemingly amplifying what were already concerning racial disparities in the village’s traffic stops. Flock did not respond to a request for comment. “We became almost de facto experts in navigating the process and the law. I think that sort of speaks to some of the DIY punk aesthetic.” Freddy Martinez, cofounder, Lucy Parsons Labs LPL brings a mix of radical politics and critical theory to its mission. Most surveillance technologies are “largely extensions of the plantation systems,” says Ruizesparza. The comparison makes sense: Many slaveholding communities required enslaved persons to carry signed documents to leave plantations and wear badges with numbers sewn to their clothing. The group says it aims to empower local communities to push back against biased policing technologies through technical assistance, training, and litigation—and to demystify algorithms and surveillance tools in the process. “When we talk to people, they realize that you don’t need to know how to run a regression to understand that a technology has negative implications on your life,” says Ruizesparza. “You don’t need to understand how circuits work to understand that you probably shouldn’t have all of these cameras embedded in only Black and brown regions of a city.”
The group came by some of its techniques through experimentation. “When LPL was first getting started, we didn’t really feel like FOIA would have been a good way of getting information. We didn’t know anything about it,” says Martinez. “Along the way, we were very successful in uncovering a lot of surveillance practices.” One of the covert surveillance practices uncovered by those aggressive FOIA requests, for example, was the Chicago Police Department’s use of “Stingray” equipment, portable surveillance devices deployed to track and monitor mobile phones. The contentious issue of Oak Park’s license plate readers was finally put to a vote in late August. The village trustees voted 5–2 to terminate the contract with Flock Safety. Since then, community-based groups from across the country—as far away as California—have contacted LPL to say the Chicago collective’s work has inspired their own efforts, says Martinez: “We became almost de facto experts in navigating the process and the law. I think that sort of speaks to some of the DIY punk aesthetic.” Brian Strockis Chief, Oak Brook Police Department If you drive about 20 miles west of Chicago, you’ll find Oakbrook Center, one of the nation’s leading luxury shopping destinations. The open-air mall includes Neiman-Marcus, Louis Vuitton, and Gucci and attracts high-end shoppers from across the region. It’s also become a destination for retail theft crews that coordinate “smash and grabs” and often escape with thousands of dollars’ worth of inventory that can be quickly sold, such as sunglasses or luxury handbags. In early December, police say, a Chicago man tried to lead officers on what could have been a dangerous high-speed chase from the mall. Patrol cars raced to the scene. So did a “first responder drone,” built by Flock Safety and deployed by the Oak Brook Police Department. The drone identified the suspect vehicle from the mall parking lot using its license plate reader and snapped high-definition photos that were texted to officers on the ground. The suspect was later tracked to Chicago, where he was arrested. Brian Strockis, chief of the Oak Brook Police Department, led the way in introducing drones as first responders in the state of Illinois.AKILAH TOWNSEND This was the type of outcome that Brian Strockis, chief of the Oak Brook Police Department, hoped for when he pioneered the “drone as first responder,” or DFR, program in Illinois. A longtime member of the force, he joined the department almost 25 years ago as a patrol officer, worked his way up the brass ladder, and was awarded the top job in 2022.
Oak Brook was the first municipality in Illinois to deploy a drone as a first responder. One of the main reasons, says Strockis, was to reduce the number of high-speed chases, which are potentially dangerous to officers, suspects, and civilians. A drone is also a more effective and cost-efficient way to deal with suspects in fleeing vehicles, says Strockis. Police say there was the potential for a dangerous high-speed chase. Patrol cars raced to the scene. But the first unit to arrive was a drone. “It’s a force multiplier in that we’re able to do more with less,” says the chief, who spoke with me in his office at Oak Brook’s Village Hall.
The department’s drone autonomously launches from the roof of the building and responds to about 10 to 12 service calls per day, at speeds up to 45 miles per hour. It arrives at crime scenes before patrol officers in nine out of every 10 cases. Next door to Village Hall is the Oak Brook Police Department’s real-time crime center, a large room with two video walls that integrates livestreams from the first-responder drone, handheld drones, traffic cameras, license plate readers, and about a thousand private security cameras. When I visited, the two DFR operators demonstrated how the machine can fly itself or be directed to locations from a destination entered on Google Maps. They sent it off to a nearby forest preserve and then directed it to return to the rooftop base, where it docks automatically, changes batteries, and charges. After the demo, one of the drone operators logged the flight, as required by state law. Strockis says he is aware of the privacy concerns around using this technology but that protections are in place. For example, the drone cannot be used for random or mass surveillance, he says, because the camera is always pointed straight ahead during flight and does not angle down until it reaches its desired location. The drone’s payload does not include facial recognition technology, which is restricted by state law, he says. The drone video footage is invaluable, he adds, because “you are seeing the events as they’re transpiring from an angle that you wouldn’t otherwise be privy to.” It’s an extra layer of protection for the public as well as for the officers, says the chief: “For every incident that an officer responds to now, you have squad car and bodycam video. You likely have cell-phone video from the public, officers, complainants, from offenders. So adding this element is probably the best video source on a scene that the police are going to anyway.” Mark Wallace Executive director, Citizens to Abolish Red Light Cameras Mark Wallace wears several hats. By day he is a real estate investor and mortgage lender. But he is probably best known to many Chicagoans—especially across the city’s largely African-American communities on the South and West Sides—as a talk radio host for the station WVON and one of the leading voices against the city’s extensive network of red-light and speed cameras. For the past two decades, city officials have maintained that the cameras—which are officially known as “automated enforcement”—are a crucial safety measure. They are also a substantial revenue stream, generating around $150 million a year and a total of some $2.5 billion since they were installed.
Urged on by a radio listener, Mark Wallace started organizing against Chicago’s red-light and speed cameras, a substantial revenue stream for the city that has been found to disproportionately burden majority Black and Latino areas.AKILAH TOWNSEND “The one thing that the cameras have the ability to do is generate a lot of money,” Wallace says. He describes the tickets as a “cash grab” that disproportionately affects Black and Latino communities. A groundbreaking 2022 analysis by ProPublica found, in fact, that households in majority Black and Latino zip codes were ticketed at much higher rates than others, in part because the cameras in those areas were more likely to be installed near expressway ramps and on wider streets, which encouraged faster speeds. The tickets, which can quickly rack up late fees, were also found to cause more of a financial burden in such communities, the report found. These were some of the same concerns that many people expressed on the radio and in meetings, Wallace says. Chicago’s automated traffic enforcement began in 2003, and it became the most extensive—and most lucrative—such program in the country. About 300 red-light cameras and 200 speed cameras are set up near schools and parks. The cost of the tickets can quickly double if they are not paid or contested—providing a windfall for the city. Wallace began his advocacy against the cameras soon after arriving at the radio station in the early 2010s. A younger listener called in and said, he recalls, “that he enjoyed the information that came from WVON but that we didn’t do anything.” The comment stuck with him, especially in light of WVON’s storied history. The station was closely involved in the civil rights movement of the 1960s and broadcast Martin Luther King Jr.’s speeches during his Chicago campaign. Wallace hoped to change the caller’s perception about the station. He had firsthand experience with red-light cameras, having been ticketed himself, and decided to take them on as a cause. He scheduled a meeting at his church for a Friday night, promoting it on his show. “More than 300 people showed up,” he remembers, chatting with me in the spacious project studio and office in the basement of his townhouse on the city’s South Side. “That said to me there are a lot of people who see this inequity and injustice.” Wallace began using his platform on WVON—The People’s Show—to mobilize communities around social and economic justice, and many discussions revolved around the automated enforcement program. The cause gained traction after city and state officials were found to have taken thousands of dollars from technology and surveillance companies to make sure their cameras remained on the streets. Wallace and his group, Citizens to Abolish Red Light Cameras, want to repeal the ordinances authorizing the city’s camera programs. That hasn’t happened so far, but political pressure from the group paved the way for a Chicago City Council ordinance that required public meetings before any red-light cameras are installed, removed, or relocated. The group hopes for more restrictions for speed cameras, too. “It was never about me personally. It was about ensuring that we could demonstrate to people that you have power,” says Wallace. “If you don’t like something, as Barack Obama would say, get a pen and clipboard and go to work to fight to make these changes.” Jonathan Manes Senior counsel, MacArthur Justice Center Derick Scruggs, a 30-year-old father and licensed armed security guard, was working in the parking lot of an AutoZone on Chicago’s Southwest Side on April 19, 2021. That’s when he was detained, interrogated, and subjected to a “humiliating body search” by two Chicago police officers, Scruggs later attested. “I was just doing my job when police officers came at me, handcuffed me, and treated me like a criminal—just because I was near a ShotSpotter alert,” he says. The officers found no evidence of a shooting and released Scruggs. But the next day, the police returned and arrested him for an alleged violation related to his security guard paperwork. Prosecutors later dismissed the charges, but he was held in custody overnight and was then fired from his job. “Because of what they did,” he says, “I lost my job, couldn’t work for months, and got evicted from my apartment.” Jonathan Manes litigated cases related to detentions at Guantanamo Bay and the legality of drone strikes before turning his attention to Chicago’s implementation of gunshot detection technology.AKILAH TOWNSEND Scruggs is believed to be among thousands of Chicagoans who’ve been questioned, detained, or arrested by police because they were near the location of a ShotSpotter alert, according to an analysis by the City of Chicago Office of Inspector General. The case caught the attention of Jonathan Manes, a law professor at Northwestern and senior counsel at the MacArthur Justice Center, a public interest law firm. Manes previously worked in national security law, but when he joined the justice center about six years ago, he chose to focus squarely on the intersection of civil rights with police surveillance and technology. “My goal was to identify areas that weren’t well covered by other civil rights organizations but were a concern for people here in Chicago,” he says. “There is a need for much broader structural change to how the city chooses to use surveillance technology and then deploys it.” Jonathan Manes, senior counsel, MacArthur Justice Center And when he and his colleagues looked into ShotSpotter, they revealed a disturbing problem: The system generated alerts that yielded no evidence of gun-related crimes but were used by police as a pretext for other actions. There seemed to be “a pattern of people being stopped, detained, questioned, sometimes arrested, in response to a ShotSpotter alert—often resulting in charges that have nothing to do with guns,” Manes says. The system also directed a “massive number of police deployments onto the South and West Sides of the city,” Manes says. Those regions are home to most of Chicago’s Black and Latino residents. The research showed that 80% of the city’s Black population but only 30% of its white population lived in districts covered by the system. Manes brought Scruggs’s case into a lawsuit that he was already developing against the city’s use of ShotSpotter. In late 2025, he and his colleagues reached a settlement that prohibits police officers from doing what they did in Scruggs’s case—stopping or searching people simply because they are near the location of a gunshot detection alert. Chicago had already decommissioned ShotSpotter in 2024, but the agreement will cover any future gunshot detection systems. Manes is carefully watching to see what happens next. Though Manes is pleased with the settlement, he points out that it narrowly focused on how police resources were used after the gunshot detection system was operational. “There is a need for much broader structural change to how the city chooses to use surveillance technology and then deploys it,” he adds. He supports laws that require disclosure from local officials and law enforcement about what technologies are being proposed and how civil rights could be affected. More than two dozen jurisdictions nationwide have adopted surveillance transparency laws, including San Francisco, Seattle, Boston, and New York City. But so far Chicago is not on that list. Rod McCullom is a Chicago-based science and technology writer whose focus areas include AI, biometrics, cognition, and the science of crime and violence.
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