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Updated 2025-04-19 13:33
Wood without trees
Like meat production, logging and agriculture can exact a heavy environmental toll. Now an MIT team has proposed a way to circumvent that by growing certain plant tissues in the lab—an idea somewhat akin to cultured meat. The researchers, in Luis Fernando Velásquez-García’s group at the Micro­systems Technology Laboratories, grew wood-like plant tissue indoors, without…
The outer bounds of big questions
Christopher Rose ’79, SM ’81, PhD ’85, earned three MIT degrees in electrical engineering but has always been drawn to many disciplines. As a professor of engineering at Brown University, he’s working at the frontiers of communications theory, while as an administrator, he’s striving to enhance student and faculty diversity across STEM disciplines. And he’s…
In a cookieless future, half-baked marketing won’t do
Third-party cookies are like Cretaceous dinosaurs. They’re munching away on consumers’ data while asteroids lobbed by Google, Mozilla, Apple, and others are on the brink of obliterating the current marketing ecosystem. Google is planning to phase out these online tracking tools by 2022. For its part, Apple plans to make its mobile device ID—known as…
The world is waking up to India’s plight—too late
The news: Oxygen and other vital medical supplies have started arriving in India as it battles one of the most acute covid-19 crises any country has experienced yet. The country set a global record for new cases for the fifth day in a row yesterday, reporting 352,991 and 2,812 deaths. The true figure is almost…
Lessons from the pandemic’s superstar data scientist, Youyang Gu
The data scientist Youyang Gu thinks of himself as a realist—he declares it in his Twitter profile: “Presenter of unbiased takes. Realist.” When he noticed the scattershot covid-19 projections last spring—one model projected 2 million US deaths by the summer, another predicted 60,000—Gu questioned whether that was as good as the modeling could be. He…
We’re on track to set a new record for global meat consumption
Bill Gates made headlines earlier this year for saying that “all rich countries should move to 100% synthetic beef” in an interview with MIT Technology Review about the release of his new book, How to Avoid a Climate Disaster. Although he recognized the political difficulty of telling Americans they can’t eat any more red meat,…
Taking a systems approach to sustainability
These days we are all striving for connections. In families, between generations, in neighborhoods, and even among co-workers. We rely on it for learning, for trading, for economic growth, for innovation and for global change. Audrey Choi is the Chief Sustainability Officer and Chief Marketing Officer at Morgan Stanley. If we didn’t know it before,…
The pandemic could remake public transportation for the better
On paper, the task was gargantuan. To slow the rapid spread of the coronavirus, the New York City subway would start closing every night for the first time in 115 years. That meant the Metropolitan Transportation Authority (MTA), its overseer, had to create a massive bus network to mirror 665 miles of track. That’s roughly…
Could covid lead to a lifetime of autoimmune disease?
When Aaron Ring began testing blood samples collected from covid-19 patients who had come through Yale–New Haven Hospital last March and April, he expected to see a type of immune protein known as an autoantibody in at least some of them. These are antibodies that have gone rogue and started attacking the body’s own tissue;…
Stop talking about AI ethics. It’s time to talk about power.
At the turn of the 20th century, a German horse took Europe by storm. Clever Hans, as he was known, could seemingly perform all sorts of tricks previously limited to humans. He could add and subtract numbers, tell time and read a calendar, even spell out words and sentences—all by stamping out the answer with…
NASA’s Perseverance rover has produced pure oxygen on Mars
NASA’s Perseverance rover has successfully generated breathable oxygen on Mars. The demonstration, carried out by the rover’s MOXIE instrument on April 20, could lay the groundwork for helping future astronauts establish a sustainable colony on the planet. What’s MOXIE and how does it work? Short for Mars Oxygen In-Situ Resource Utilization Experiment, it’s a toaster-size…
The US has pledged to halve its carbon emissions by 2030
The news: The US will pledge at a summit of 40 global leaders today to halve its carbon emissions from 2005 levels by 2030. This far exceeds an Obama-era pledge in 2014 to get emissions 26-28% below 2005 levels by 2025. The hope is that the commitment will help encourage India, China, and other major…
Asian-Americans are using Instagram to help protect their communities
One February afternoon, a 50-year-old Asian woman was waiting in line at a bakery in Queens, New York, when a man threw a box of spoons at her and then shoved her so violently she required 10 stitches in her head. In a surveillance video, a crowd watches as the man attacks the woman, doing…
This spit test promises to tell couples their risk of passing on common diseases
A new startup called Orchid is offering the chance for couples planning a pregnancy to learn their odds of passing on risks for common conditions like Alzheimer’s, heart disease, type 1 and 2 diabetes, schizophrenia, and certain cancers to their future child. Existing pre-conception tests, which are widely available, can tell parents whether their children…
This has just become a big week for AI regulation
It’s a bumper week for government pushback on the misuse of artificial intelligence. Today the EU released its long-awaited set of AI regulations, an early draft of which leaked last week. The regulations are wide ranging, with restrictions on mass surveillance and the use of AI to manipulate people. But a statement of intent from…
How a tiny media company is helping people get vaccinated
More than 132 million people in the US have received at least one dose of a covid-19 vaccine, and as of this week, all Americans over 16 are eligible. But while the US has vaccinated more people than any other country in the world, vulnerable people are still falling through the cracks. Those most affected…
NASA has just flown a helicopter on Mars for the first time
The news: NASA has flown an aircraft on another planet for the first time. On Monday, April 19, Ingenuity, a 1.8-kilogram drone helicopter, took off from the surface of Mars, flew up about three meters, then swiveled and hovered for 40 seconds. The historic moment was livestreamed on YouTube, and Ingenuity captured the photo above…
Inside the rise of police department real-time crime centers
At a conference in New Orleans in 2007, Jon Greiner, then the chief of police in Ogden, Utah, heard a presentation by the New York City Police Department about a sophisticated new data hub called a “real time crime center.” Reams of information rendered in red and green splotches, dotted lines, and tiny yellow icons…
NASA has selected SpaceX’s Starship as the lander to take astronauts to the moon
Later this decade, NASA astronauts are expected to touch down on the lunar surface for the first time in decades. When they do, according to an announcement made by the agency, they’ll be riding inside SpaceX’s Starship vehicle. NASA’s award of a $2.9 billion contract to build Starship, first reported by the Washington Post on…
Geoffrey Hinton has a hunch about what’s next for AI
Back in November, the computer scientist and cognitive psychologist Geoffrey Hinton had a hunch. After a half-century’s worth of attempts—some wildly successful—he’d arrived at another promising insight into how the brain works and how to replicate its circuitry in a computer. “It’s my current best bet about how things fit together,” Hinton says from his…
The $1 billion Russian cyber company that the US says hacks for Moscow
The hackers at Positive Technologies are undeniably good at what they do. The Russian cybersecurity firm regularly publishes highly-regarded research, looks at cutting edge computer security flaws, and has spotted vulnerabilities in networking equipment, telephone signals, and electric car technology. But American intelligence agencies have concluded that this $1 billion company—which is headquartered in Moscow,…
Building a high-performance data and AI organization
CxOs and boards recognize that their organization’s ability to generate actionable insights from data, often in real-time, is of the highest strategic importance. If there were any doubts on this score, consumers’ accelerated flight to digital in this past crisis year have dispelled them. To help them become data driven, companies are deploying increasingly advanced…
Why is it so hard to review the Johnson & Johnson vaccine? Data.
The future of the single-shot Johnson & Johnson covid vaccine remains in limbo after an advisory panel recommended taking a deeper look into reports of rare—and sometimes fatal—side effects. The US Centers for Disease Control and the Food and Drug Administration advised suspension of the Johnson & Johnson vaccine on Tuesday, after reports that six…
The new lawsuit that shows facial recognition is officially a civil rights issue
On January 9, 2020, Detroit police drove to the suburb of Farmington Hill and arrested Robert Williams in his driveway while his wife and young daughters looked on. Williams, a Black man, was accused of stealing watches from Shinola, a luxury store. He was held overnight in jail. During questioning, an officer showed Williams a…
Podcast: What’s AI doing in your wallet?
Our entire financial system is built on trust. We can exchange otherwise worthless paper bills for fresh groceries, or swipe a piece of plastic for new clothes. But this trust—typically in a central-government-backed bank—is changing. As our financial lives are rapidly digitized, the resulting data turns into fodder for AI. Companies like Apple, Facebook, and…
The US says not to give Johnson & Johnson vaccines after a woman died from a rare blood clot
The US took the dramatic step of recommending that health-care providers stop giving people the Johnson & Johnson vaccine against covid-19 after six women who received it developed serious blood clots and one died. The US Food and Drug Administration described its action as a temporary halt to give regulators time to understand the apparent…
This family raised millions to get experimental gene therapy for their children
When Gary Landsman prays, he imagines he is in Israel and his sons Benny and Josh are running toward him. They are wearing yarmulkes, and the cotton fringes called tzizit fly out from their waistbands. He opens his arms ready for a tackle. The reality is Benny and Josh both have Canavan disease, a fatal…
Big Tech’s guide to talking about AI ethics
AI researchers often say good machine learning is really more art than science. The same could be said for effective public relations. Selecting the right words to strike a positive tone or reframe the conversation about AI is a delicate task: done well, it can strengthen one’s brand image, but done poorly, it can trigger…
New business models, big opportunity: Retail
Now is a tough time to be a retailer. Even before the 2020 coronavirus pandemic brought rapid changes to the market, many traditional brick-and-mortar businesses were struggling. For example, from 2011 to 2020, the number of US department stores shrank from 8,600 to just over 6,000. The global crisis only amplified retail challenges. Since March…
New business models, big opportunity: Tech/manufacturing
The 2020 coronavirus pandemic upended the way companies do business. Some are coping better than others—but largely, businesses are optimistic about 2021. That’s especially so for tech-forward organizations in two different industries—technology and manufacturing— that are planning major business initiatives to move beyond crisis response and thrive in a transformed corporate landscape. The pandemic accelerated…
US covid contract details are a “trade secret”—according to the contractors
As the US government pumps billions of dollars into projects aimed at curbing the pandemic, from vaccine development to genomic sequencing, officials claim they are being transparent about how money is being spent. But government contractors have a lot of leeway to hide things, as shown by a recent records request filed by MIT Technology…
NASA’s next lunar rover will run open-source software
In 2023, NASA will launch VIPER (Volatiles Investigating Polar Exploration Rover), which that will trek across the surface of the moon and hunt for water ice that could one day be used to make rocket fuel. The rover will be armed with the best instruments and tools that NASA can come up with: wheels that can…
Facebook’s ad algorithms are still excluding women from seeing jobs
Facebook is withholding certain job ads from women because of their gender, according to the latest audit of its ad service. The audit, conducted by independent researchers at the University of Southern California (USC), reveals that Facebook’s ad-delivery system shows different job ads to women and men even though the jobs require the same qualifications.…
The NYPD used a controversial facial recognition tool. Here’s what you need to know.
It’s been a busy week for Clearview AI, the controversial facial recognition company that uses 3 billion photos scraped from the web to power a search engine for faces. On April 6, Buzzfeed News published a database of over 1,800 entities—including state and local police and other taxpayer-funded agencies such as health-care systems and public…
Got your covid shots? You might have to prove it.
As covid vaccines roll out in a handful of countries, the next question has become: How do people prove they’ve been inoculated? For months, this conversation—and the ethical questions any “vaccine passport” system would raise—has been theoretical, but over the last few weeks, efforts have become more concrete. Australian airline Qantas started running a trial…
Forget Boston Dynamics. This robot taught itself to walk
A pair of robot legs called Cassie has been taught to walk using reinforcement learning, the training technique that teaches AIs complex behavior via trial and error. The two-legged robot learned a range of movements from scratch, including walking in a crouch and while carrying an unexpected load. But can it boogie? Expectations for what…
Preparing for AI-enabled cyberattacks
Cyberattacks continue to grow in prevalence and sophistication. With the ability to disrupt business operations, wipe out critical data, and cause reputational damage, they pose an existential threat to businesses, critical services, and infrastructure. Today’s new wave of attacks is outsmarting and outpacing humans, and even starting to incorporate artificial intelligence (AI). What’s known as…
You don’t get an invite to these weddings unless you’re vaccinated or have a negative covid test
On March 20, Kyle Niemer and Mallory Raven-Ellen Backstrom had the wedding of their dreams: intimate (around 40 guests), in a spacious venue with a dance floor, great food — and PCR tests on demand to check unvaccinated guests, administered by a doctor and nurse in the bridal party. For two weeks, the couple was…
What you need to know about the Facebook data leak
The news: The personal data of 533 million Facebook users in more than 106 countries was found to be freely available online last weekend. The data trove, uncovered by security researcher Alon Gal, includes phone numbers, email addresses, hometowns, full names, and birth dates. Initially, Facebook claimed that the data leak was previously reported on in 2019…
The future of work is uniquely human
The disruptive shifts of 2020, including covid-19 shutdowns that led to millions of workers working remotely, forced organizations to radically rethink everything from worker well-being, business models and operations to investments in cloud-based collaboration and communication tools. Across every industry, last year’s best-laid plans were turned upside down. So it’s not surprising that technology and…
The CDC’s $1.75 billion sequencing boom may be throwing money at the wrong problem
Shortly after President Biden was inaugurated, the man who was being given command of his coronavirus response had a message about what America needed to do. “We’re 43rd in the world in genomic sequencing,” said Jeff Zients at a press conference in January. “Totally unacceptable.” The answer, he suggested, was to “do the appropriate amount…
How the pandemic is fueling the tech industry’s union push
The last votes for one of the most closely watched unionization drives in modern history came in on Monday, March 29, and results could be announced shortly. The vote among almost 6,000 workers at an Amazon fulfillment center in Bessemer, Alabama, on whether to join the Retail Warehouse and Department Store Union, or RWDSU, drew…
Beauty filters are changing the way young girls see themselves
Veronica started using filters to edit pictures of herself on social media when she was 14 years old. She remembers everyone in her middle school being excited by the technology when it became available, and they had fun playing with it. “It was kind of a joke,” she says. “People weren’t trying to look good…
How has the US pandemic response increased inequality? Look at New York’s nail salons.
Even when covid-19 forced nail salons in New York to close, Araceli continued to work. A nail technician for over a decade, she now found herself making house calls to clients, entering their homes to manicure their nails as the pandemic raged. It was spring of 2020: vaccines had not yet been approved, but she…
Podcast: In the AI of the Beholder
Ideas about what constitutes “beauty” are complex, subjective, and by no means limited to physical appearances. Elusive though it is, everyone wants more of it. That means big business and increasingly, people harnessing algorithms to create their ideal selves in the digital and, sometimes, physical worlds. In this episode, we explore the popularity of beauty…
Error-riddled data sets are warping our sense of how good AI really is
The 10 most cited AI data sets are riddled with label errors, according to a new study out of MIT, and it’s distorting our understanding of the field’s progress. Data backbone: Data sets are the backbone of AI research, but some are more critical than others. There are a core set of them that researchers…
A feminist internet would be better for everyone
This vision of an internet free from harassment, hate, and misogyny might seem far-fetched, particularly if you’re a woman. But a small, growing group of activists believe the time has come to reimagine online spaces in a way that centers women’s needs rather than treating them as an afterthought. They aim to force tech companies…
In pursuit of pragmatic solutions to pervasive problems
The Alibaba Damo Academy is a unique hybrid research and development (R&D) facility. An academically-oriented independent science organization established in 2017 in Hangzhou, China, it is also an arms-length research affiliate of its founder, Chinese internet technology giant Alibaba. Damo’s project development pipelines are positioned around developing data-enabled technologies for fundamental business and social challenges,…
Geoengineering researchers have halted plans for a balloon launch in Sweden
In an unexpected move, the advisory committee for a Harvard University geoengineering research project is recommending that the team suspend plans for its first balloon flight in Sweden this summer. The purpose of that initial flight was to evaluate the propelled balloon’s equipment and software in the stratosphere. In subsequent launches, the researchers hope to…
Deepfake “Amazon workers” are sowing confusion on Twitter. That’s not the problem.
The news: Ahead of a landmark vote that could lead to the formation of the first-ever labor union at a US-based Amazon warehouse, new Twitter accounts purporting to be Amazon employees started appearing. The profiles used deepfake photos as profile pictures and were tweeting some pretty laughable, over-the-top defenses of Amazon’s working practices. They didn’t…
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