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MIT engineers develop a magnetic transistor for more energy-efficient electronics

MIT Latest News - Wed, 09/23/3035 - 10:32am

Transistors, the building blocks of modern electronics, are typically made of silicon. Because it’s a semiconductor, this material can control the flow of electricity in a circuit. But silicon has fundamental physical limits that restrict how compact and energy-efficient a transistor can be.

MIT researchers have now replaced silicon with a magnetic semiconductor, creating a magnetic transistor that could enable smaller, faster, and more energy-efficient circuits. The material’s magnetism strongly influences its electronic behavior, leading to more efficient control of the flow of electricity. 

The team used a novel magnetic material and an optimization process that reduces the material’s defects, which boosts the transistor’s performance.

The material’s unique magnetic properties also allow for transistors with built-in memory, which would simplify circuit design and unlock new applications for high-performance electronics.

“People have known about magnets for thousands of years, but there are very limited ways to incorporate magnetism into electronics. We have shown a new way to efficiently utilize magnetism that opens up a lot of possibilities for future applications and research,” says Chung-Tao Chou, an MIT graduate student in the departments of Electrical Engineering and Computer Science (EECS) and Physics, and co-lead author of a paper on this advance.

Chou is joined on the paper by co-lead author Eugene Park, a graduate student in the Department of Materials Science and Engineering (DMSE); Julian Klein, a DMSE research scientist; Josep Ingla-Aynes, a postdoc in the MIT Plasma Science and Fusion Center; Jagadeesh S. Moodera, a senior research scientist in the Department of Physics; and senior authors Frances Ross, TDK Professor in DMSE; and Luqiao Liu, an associate professor in EECS, and a member of the Research Laboratory of Electronics; as well as others at the University of Chemistry and Technology in Prague. The paper appears today in Physical Review Letters.

Overcoming the limits

In an electronic device, silicon semiconductor transistors act like tiny light switches that turn a circuit on and off, or amplify weak signals in a communication system. They do this using a small input voltage.

But a fundamental physical limit of silicon semiconductors prevents a transistor from operating below a certain voltage, which hinders its energy efficiency.

To make more efficient electronics, researchers have spent decades working toward magnetic transistors that utilize electron spin to control the flow of electricity. Electron spin is a fundamental property that enables electrons to behave like tiny magnets.

So far, scientists have mostly been limited to using certain magnetic materials. These lack the favorable electronic properties of semiconductors, constraining device performance.

“In this work, we combine magnetism and semiconductor physics to realize useful spintronic devices,” Liu says.

The researchers replace the silicon in the surface layer of a transistor with chromium sulfur bromide, a two-dimensional material that acts as a magnetic semiconductor.

Due to the material’s structure, researchers can switch between two magnetic states very cleanly. This makes it ideal for use in a transistor that smoothly switches between “on” and “off.”

“One of the biggest challenges we faced was finding the right material. We tried many other materials that didn’t work,” Chou says.

They discovered that changing these magnetic states modifies the material’s electronic properties, enabling low-energy operation. And unlike many other 2D materials, chromium sulfur bromide remains stable in air.

To make a transistor, the researchers pattern electrodes onto a silicon substrate, then carefully align and transfer the 2D material on top. They use tape to pick up a tiny piece of material, only a few tens of nanometers thick, and place it onto the substrate.

“A lot of researchers will use solvents or glue to do the transfer, but transistors require a very clean surface. We eliminate all those risks by simplifying this step,” Chou says.

Leveraging magnetism

This lack of contamination enables their device to outperform existing magnetic transistors. Most others can only create a weak magnetic effect, changing the flow of current by a few percent or less. Their new transistor can switch or amplify the electric current by a factor of 10.

They use an external magnetic field to change the magnetic state of the material, switching the transistor using significantly less energy than would usually be required.

The material also allows them to control the magnetic states with electric current. This is important because engineers cannot apply magnetic fields to individual transistors in an electronic device. They need to control each one electrically.

The material’s magnetic properties could also enable transistors with built-in memory, simplifying the design of logic or memory circuits.

A typical memory device has a magnetic cell to store information and a transistor to read it out. Their method can combine both into one magnetic transistor.

“Now, not only are transistors turning on and off, they are also remembering information. And because we can switch the transistor with greater magnitude, the signal is much stronger so we can read out the information faster, and in a much more reliable way,” Liu says.

Building on this demonstration, the researchers plan to further study the use of electrical current to control the device. They are also working to make their method scalable so they can fabricate arrays of transistors.

This research was supported, in part, by the Semiconductor Research Corporation, the U.S. Defense Advanced Research Projects Agency (DARPA), the U.S. National Science Foundation (NSF), the U.S. Department of Energy, the U.S. Army Research Office, and the Czech Ministry of Education, Youth, and Sports. The work was partially carried out at the MIT.nano facilities.

Digital Hopes, Real Power: From Revolution to Regulation

EFF: Updates - 7 hours 20 min ago

This is the second installment of a blog series reflecting on the global digital legacy of the 2011 Arab uprisings.

From Russia—where wartime censorship and more stringent platform controls have choked dissenting voices—to Nigeria, with its aggressive takedown orders turning social media into political battlegrounds, and to Turkey, where sweeping “disinformation” laws have made platforms heavily policed spaces, freedom of expression online is under attack. Per Freedom House’s 2023 Freedom on the Net Report, 66% of internet users live where political or social sites are blocked, and 78% are in countries where people have been arrested for online posts. New social media regulations have emerged in dozens of countries in the past year alone.

The online landscape looks markedly different than it did fifteen years ago. Back then, social media was still new and largely free from legal restrictions: platforms moderated content in response to user reports, governments rarely targeted them directly, and blocks (when they happened) were temporary, with censorship mostly focused on whole websites that VPNs or proxies could easily bypass. The internet was far from free, but governments’ crude tactics left space for circumvention.

Those early restrictions, as crude as they were, marked the start of a rapid evolution in online censorship. Governments like Thailand, which blocked thousands of YouTube videos in 2007 over critical content, and Turkey, which demanded takedowns from YouTube before blocking the site entirely, tested legal and technical pressures to mute dissent and force platforms’ compliance. By 2011, governments weren't just reacting—they had learned to pressure platforms into becoming instruments of state censorship, shifting their playbooks from blunt blocks to sophisticated systems of control that simple VPNs could no longer reliably bypass. Governments across the region were watching closely, and by the time the 2011 uprisings began, they were prepared to respond.

Looking Back

After learning that a Facebook page—We Are All Khaled Said, honoring a young man killed by police brutality—sparked Egypt’s street protests, Western media hailed online platforms as engines of democracy. Revolution co-creator Wael Ghonim told a journalist: “This revolution started on Facebook.” That claim was debated and contested for years; critically, Facebook had suspended the page two months earlier over pseudonyms violating its real-name policy, restoring it only after advocates intervened. 

Once the protests moved to the streets, Egypt’s government—alert to social media’s power—quickly blocked Facebook and Twitter, then enacted a near-total shutdown (more on that in part 4 of this series). As history shows, the measures didn’t stop the revolution, and Egyptian president Hosni Mubarak stepped down. For a brief moment, freedom appeared to be on the horizon. Unfortunately, that moment was short-lived.

Egypt’s Digital Dystopia

Just as the Egyptian military government quashed revolution in the streets, they also shut down  online civic space. Today, Egypt’s internet ranks low on markers of internet freedom. The military government that has ruled Egypt since 2013 has imprisoned human rights defenders and enacted laws—including 2015’s Counter-terrorism Law and 2018’s Cybercrime Law—that grant the state broad authority to suppress speech and prosecute offenders.

The 2018 law demonstrates the ease with which cybercrime laws can be abused. Article 7 of the law allows for websites that constitute “a threat to national security” or to the “national economy” to be blocked. The Association of Freedom of Thought and Expression (AFTE) has criticized the loose definition of “national security” contained within the law, as “everything related to the independence, stability, security, unity and territorial integrity of the homeland.” Notably, individuals can also be penalized—and sentenced to up to six months imprisonment—for accessing banned websites.

Articles 25, which prohibits the use of technology to “infringe on any family principles or values in Egyptian society,” and 26, which prohibits the dissemination of material that “violates public morals,” have been used in recent years to prosecute young people who use social media in ways in which the government disapproves. Many of those prosecuted have been young women; for instance, belly dancer Sama Al Masry was sentenced to three years in prison and fined 300,000 Egyptian pounds under Article 26.

Beyond Egypt: Regional Trends

Egypt’s trajectory reflects a wider regional and global pattern. In the years following the uprisings, governments moved quickly to formalize legal authority over digital space, often under the banner of combating cybercrime, terrorism, or “false information.” These laws often contain vaguely worded provisions criminalizing “misuse of social media” or “harming national unity,” giving authorities wide discretion to prosecute speech.

In Qatar and Bahrain, a social media post can result in up to five years in jail. In 2018, prominent Bahraini human rights defender Nabeel Rajab was convicted of “spreading false rumours in time of war”, “insulting public authorities”, and “insulting a foreign country” for tweets he posted about the killing of civilians in Yemen and sentenced to five years imprisonment

Two years later, Qatar amended its penal code by setting criminal penalties for spreading “fake news.” Article 136 (bis) sets criminal penalties for broadcasting, publishing, or republishing “rumors or statements or false or malicious news or sensational propaganda, inside or outside the state, whenever it is intended to harm national interests or incite public opinion or disturb the social or public order of the state” and sets a punishment of a maximum of five years in prison, and/or 100,000 Qatari riyals. The penalty is doubled if the crime is committed in wartime.

Now, as war has once again reached the region, these laws are being put to the test. Bahraini authorities have arrested at least 100 people in relation to protests or expression related to the war, while Qatar has arrested more than 300 people on charges of spreading “misleading information.”

And in the UAE, at least 35 people—most or all of whom are foreign nationals—have been arrested and “accused of spreading misleading and fabricated content online that could harm national defence efforts and fuel public panic,” according to the Times of India. The arrests fall under the UAE’s 2022 Federal Decree Law No. 34 on Combating Rumours and Cybercrimes which—says Human Rights Watch—is, along with the country’s Penal Code, “used to silence dissidents, journalists, activists, and anyone the authorities perceived to be critical of the government, its policies, or its representatives.”

From Regional Practice to Global Pattern

Today roughly four out of five countries worldwide have enacted cybercrime legislation, a dramatic expansion over the past decade, with many governments adopting or revising such laws in the years following the Arab uprisings. 

Outside the region, other nations have repurposed these laws to police speech. In Nigeria, journalists have been detained under the Cybercrime Act, with dozens of prosecutions documented since 2015. Bangladesh’s Digital Security Act has been used in thousands of cases—including hundreds against journalists—while in Uganda, authorities have prosecuted political critics under computer misuse laws for social media posts. 

Cybercrime laws are only one piece of a broader toolkit that governments now deploy to control digital spaces. Over the past decade, authorities have introduced sweeping “disinformation” laws, platform liability rules, age verification laws, and data localization requirements that force companies to store data domestically or appoint legal representatives within national jurisdictions. These measures give governments leverage over global technology firms, enabling them to demand faster content removals, obtain user data, or threaten steep fines and throttling if platforms fail to comply. Rather than relying solely on blunt instruments like blocking entire websites, states increasingly govern speech through layered regulatory systems that pressure platforms to police users on the state’s behalf.

The platforms too have changed. The same social media companies that were once championed as tools of democratic mobilization now operate in more constrained environments—and often act as willing participants in repressing speech. Facing financial penalties and the prospect of being blocked entirely, many companies expanded compliance with takedown requests after 2011, as can be seen in the companies’ own transparency reports. They later invested heavily in automated technologies that remove vast quantities of content before it is ever publicly available.

Rights groups around the world, including EFF, have warned that these dynamics disproportionately impact historically marginalized and vulnerable groups, as well as journalists and other human rights defenders. Research by the Palestinian digital rights organization 7amleh and reporting by Human Rights Watch have documented how content moderation policies, government pressure, and opaque enforcement mechanisms increasingly converge—leaving activists, journalists, and human rights defenders caught between state censorship and platform governance.

The New Architecture of Repression

Looking back now, it’s clear that, fifteen years ago, governments were caught off guard. They crudely blocked platforms, shut down networks, and scrambled to contain movements they did not fully understand. But in the years since, states have systematically adapted, transforming what were once reactive measures into durable systems of control.

Today’s controls are embedded in law, outsourced to platforms, and justified through the language of security, safety, and order. Cybercrime statutes, disinformation frameworks, and platform regulations form a layered architecture that allows states to shape online expression at scale while maintaining a veneer of legality. In this system, repression is often procedural, bureaucratic, and continuous.

The question is no longer whether the internet can enable dissent, but whether it can still sustain it under these conditions.

This is the second installment of a blog series reflecting on the global digital legacy of the 2011 Arab uprisings. Read the rest of the series here.

Trump DOJ claims win as Michigan sidesteps climate lawsuit playbook

ClimateWire News - 10 hours 13 min ago
The state is trying a novel tactic in climate litigation, accusing the oil and gas industry of violating antitrust laws.

NOAA halts crucial dataset that helps measure Arctic sea ice

ClimateWire News - 10 hours 15 min ago
The agency says its new dataset is better, but ice measurements will take time. "Bad news for climate monitoring," one scientist lamented.

Urban heat island strategy being written to guide cooling efforts

ClimateWire News - 10 hours 17 min ago
A standards-setting nonprofit is drafting guidelines that tell local officials how they can reduce pockets of deadly heat in cities.

Electricity prices outpace inflation as data centers proliferate

ClimateWire News - 10 hours 17 min ago
Last year may mark a turning point, where the pace of data center development exceeds the ability of some regional electric grids to keep up.

Illinois balks at climate superfund bill

ClimateWire News - 10 hours 20 min ago
The measure would have required that major climate polluters pay into a state resilience fund. But the bill didn’t attract enough support in the Democratic-controlled Statehouse.

Virginia updates laws on EV chargers, transmission lines

ClimateWire News - 10 hours 25 min ago
The moves come on the heels of Gov. Abigail Spanberger (D) creating a new Cabinet-level role for energy.

Solar panel group buys spread across Michigan as residents band together

ClimateWire News - 10 hours 26 min ago
In the past few years, a largely grassroots solar installation trend has taken shape across a handful of Michigan towns and counties.

‘Gravel gardens’ gain ground to cut wildfire and heat risks

ClimateWire News - 10 hours 28 min ago
When airborne embers land on plant-based garden mulches like pine bark, straw or wood chips, they ignite quickly and risk spreading fire.

Japan’s top polluters face new rules as carbon market advances

ClimateWire News - 10 hours 28 min ago
Reporting requirements begin this month for about 300 to 400 firms with annual Scope 1, or direct, emissions of at least 100,000 metric tons.

India set for searing summer as Iran war strains energy supplies

ClimateWire News - 10 hours 29 min ago
Slower growth in energy storage capacity, coupled with natural gas shortages linked to the war, will leave India heavily reliant on coal and hydropower, as well as less predictable wind generation.

A Taxonomy of Cognitive Security

Schneier on Security - 10 hours 41 min ago

Last week, I listened to a fascinating talk by K. Melton on cognitive security, cognitive hacking, and reality pentesting. The slides from the talk are here, but—even better—Menton has a long essay laying out the basic concepts and ideas.

The whole thing is important and well worth reading, and I hesitate to excerpt. Here’s a taste:

The NeuroCompiler is where raw sensory data gets interpreted before you’re consciously aware of it. It decides what things mean, and it does this fast, automatic, and mostly invisible. It’s also where the majority of cognitive exploits actually land, right in this sweet spot between perception and conscious thought...

Food loss and waste associated with misbehaviour drives 11% of global anthropogenic greenhouse gas emissions

Nature Climate Change - 16 hours 40 min ago

Nature Climate Change, Published online: 01 April 2026; doi:10.1038/s41558-026-02597-x

Food loss and waste (FLW) is often attributed to technoeconomic inefficiencies of food systems. However, using a mechanistic analysis framework, we show that food surplus and misconsumption accounted for 11% of global anthropogenic greenhouse gas emissions in 2021, exceeding FLW-associated emissions that are driven by technoeconomic constraints.

Two physicists and a curious host walk into a studio…

MIT Latest News - Tue, 03/31/2026 - 7:00pm

This March on The Curiosity Desk, GBH’s daily science show with host Edgar B. Herwick III, MIT scientists dropped by to address the questions: “How close are we to observing the dark universe?” (Thursday, March 12 episode) and “Is Earth prepared for asteroids?” (Thursday, March 26 episode).

Up first, Prof. Nergis Mavalvala, dean of the MIT School of Science, and Prof. Salvatore Vitale joined the host live in studio to talk about the science behind the Laser Interferometer Gravitational-wave Observatory (LIGO) and how LIGO has provided the ability to observe the universe in ways that have never been done before.

In addition to learning something new, Mavalvala explained how experimenting delivers an added piece of excitement: “pushing the technology, the precision of the instrument, requires you to be very inventive. There’s almost nothing in these experiments that you can go buy off a shelf. Everything you’re designing, everything is from scratch. You’re meeting very stringent requirements.”

Herwick likened how they might tweak or tinker with the experiment to souping up a car engine, and the LIGO scientists nodded – adding that in the most complex experiments, each bite-sized part on its own works well, and it’s the interfaces between them that scientists must get right.

While there, the two long-time colleagues also took a detour to explain how in physics experimentalists benefit from the work of theorists and vice versa. Mavalvala, whose work focuses on building the world’s most precise instruments to study physical phenomena, described the synergy between ideas that come from theory (work that Vitale does) and how you measure. (No, they assure Herwick, they don’t get into a lot of fights.)

In fact, it’s fantastic to have people from both worlds at MIT, said Vitale.  Mavalvala agreed. “One of the things that’s really important about theory in science is that ultimately, in physics especially, it’s a bunch of math. And the important thing that you have to ask is, ‘does nature really behave that way?’ And how do you answer that question? You have to go out and measure. You have to go observe nature,” said Mavalvala.

As scientists fine-tune the gravitational wave detectors, they will inform what data are collected, what astrophysical objects they might find or hope to find – and the search for certain fainter, farther away, or more exotic objects can inform what enhancements they prioritize.

But what if I’m not interested in any of that, asked Herwick? Why should I care? 

“To me, it falls in the category of for the betterment of humankind. You never know what is going to be useful. A lot of fundamental research was very far at the beginning from what turned out to be fundamental applications,” said Vitale, adding, “What they do on the instrument side has already now very important applications.”

Mavalvala was unequivocal, underscoring how pursuing curiosity is put to good use:

“When you’re making instruments that achieve that kind of precision, you’re inventing new technologies. [With LIGO] We’ve invented vibration isolation technologies to keep our mirrors really still. We’ve invented lasers that are quieter than any that were ever made before. We’ve invented photonic techniques that are allowing us to make applications even to far off things like quantum computing. 

“So, this is one of the beauties of fundamental discovery science. A, you’ll discover something. But B you’ll be doing two things: you’ll be inventing the technologies of the future, and you’ll be training the generations of scientists who may go off to do completely different things, but this is what inspires them.”

Watch the full conversation below and on YouTube:

 

Planetary defense

Turning to objects beyond Earth – specifically, asteroids – Associate Professor Julien de Wit, along with research scientists Artem Burdanov and Saverio Cambioni, joined Herwick at the Curiosity Desk later in the month. They talked about their ongoing research to identify smaller asteroids (about the size of a school bus) using the James Webb Space Telescope and why planetary defense goes beyond thinking about the massive asteroids featured in movies like Armageddon. Notably, a lot of technology on earth depends on satellites, and asteroids pose the biggest threat to satellites.    

“Dinosaurs didn’t need to care about an asteroid hitting the moon. Humanity a century ago didn’t care. Now, if [an asteroid] hits the moon, a lot of debris will be expelled and all those particles – big and small – they will affect the fleet of satellites around Earth. That’s a big potential problem, so we need to take that into account in our future,” said Burdanov.

There’s also a potential upside to being better able to detect and potentially “capture” asteroids, explained de Wit, all of it benefitted by new instruments. “It’s really an asteroid revolution going on… Our situational awareness of what’s out there is really about to change dramatically.”

He explains that one dream is to mine asteroids themselves for material to build or power next generation technologies or stations in space. “The way to reliably move into space is to use resources from space. We can’t just move stuff to build a full city. We use stuff from space.”

Echoing the sentiments expressed earlier in the month by MIT’s dean of science, the trio of asteroid explorers also described how the pursuits of planetary scientists can lead to unexpected rewards along the way. “We are swimming in an era that is data rich, and so what we do in our group and at MIT is mine that data to reveal the universe like never before,” says de Wit. “Revealing new populations of asteroids, new populations of planets, and making sense of our universe like we have never done.”

Watch the full conversation below and on the GBH YouTube channel: 

Tune in to the Curiosity Desk some Thursdays to hear from MIT researchers as they visit Herwick and the production team. 

Building the blocks of life

MIT Latest News - Tue, 03/31/2026 - 4:50pm

Billions of years ago, simple organic molecules drifted across Earth's primordial landscape — nothing more than basic chemical compounds. But as natural forces shaped the planet over hundreds of millions of years, these molecules began to interact and bond in increasingly complex ways. Along the way, something spectacular emerged: life.

“Life is, to some degree, magical,” says computational biologist Sergei Kotelnikov. Simple organic compounds congregate into polymers, which assemble into living cells and ultimately organisms — the whole being greater than the sum of its parts.

“You can write formulas on how a molecule behaves,” he says, referring to the world of quantum mechanics. “But yet somehow, a few orders of magnitude above, on a bigger scale, it gives rise to such a mystery.”

Kotelnikov builds models to analyze and predict the structure of these biomolecules, particularly proteins, the fundamental building blocks of every organism. This year, he joined MIT as part of the School of Science Dean’s Postdoctoral Fellowship to work with the Keating Lab, where researchers focus on protein structure, function, and interaction. Using machine learning, his goal is to develop new methods in protein modeling with potential applications that span from medicine to agriculture.

A hunger for problems to solve

Kotelnikov grew up in Abakan, Russia, a small city sitting right in the center of Eurasia. As a child, one of his favorite pastimes was playing with Lego bricks.

“It encouraged me to build new things, rather than just following instructions,” he says. “You can do anything.”

Kotelnikov’s father, whose background lies in engineering and economics, would often challenge him with math problems.

“Your brain — you can feel some kind of expansion of understanding how things work, and that’s a very satisfactory feeling,” Kotelnikov says.

This itch to solve problems led him to join science Olympiad competitions, and later, a science-focused public boarding school located near the Russian Academy of Sciences, from which he often encountered scientists.

“It was like a candy shop,” he recalls, describing the period as a life-changing experience.

In 2012, Kotelnikov began his bachelor of science in physics and applied mathematics at the Moscow Institute of Physics and Technology — considered one of the leading STEM universities in Russia, and globally — and continued there for his master’s degree. It was there that biology came into the picture.

During a course on statistical physics, Kotelnikov was first introduced to the idea of the “emergence of complexity.” He became fascinated by this “mysterious and attractive manifestation of biology … this evolution that sharpens the physical phenomenon” to create, drive, and shape life as we know it today. By the time he completed his master’s degree, he realized he had only scratched surface of the field of computational biology.

In 2018, he began his PhD at Stony Brook University in New York and began working with Dima Kozakov, who is recognized as one of the world’s leaders in predicting protein interactions and complex structures.

Studying the architecture of life  

Proteins act like the bricks that construct an organism, underpinning almost every cellular process from tissue repair to hormone production. Like pieces of a Lego tower, their structures and interactions determine the functions that they carry out in a body.

However, diseases arise when they’re folded, curled, twisted, or connected in unusual ways. To develop medical interventions, scientists break down the tower and examine each individual piece to find the culprit and correct their shape and pairing. With limited experimental data on protein structures and interactions currently available, simulations developed by computational biologists like Kotelnikov provide crucial insight that inform fundamental understanding and applications like drug discovery.

With the guidance of Kozakov at Stony Brook’s Laufer Center for Physical and Quantitative Biology, Kotelnikov carried over his understanding of physics to create modeling methods that are more effective, efficient, reliable, and generalizable. Among them, he developed a new way of predicting the protein complex structures mediated by proteolysis-targeting chimeras, or PROTACs, a new class of molecules that can trigger the breakdown of specific proteins previously considered undruggable, such as those found in cancer.

PROTACs have been challenging to model, in part because they are composed of proteins that don’t naturally interact with each other, and because the linker that connects them is flexible. Imagine trying to guess the overall shape of a bendy Lego piece attached to two other pieces of different irregular, unmatched shapes. To efficiently find all possible configurations, Kotelnikov’s method conceptually cuts the linker into two halves and models each separately, then reformulates the problem and calculates it using a powerful algorithm called Fast Fourier Transform.

“It’s kind of like applied math judo that you sometimes need to do in order to make certain intractable computations tractable,” he says.

Kotelnikov’s state-of-the-art methods have been instrumental to his team’s top performance in numerous international challenges including the Critical Assessment of protein Structure Prediction (CASP) competition — the same contest in which the Nobel Prize-winning AlphaFold system for protein 3D structure prediction was presented.

Physics and machine learning

At MIT, Kotelnikov is working with Amy Keating, the Jay A. Stein (1968) Professor of Biology, biology department head, and professor of biological engineering, to study protein structure, function, and interactions.  

A recognized leader in the field, Keating employs both computational and experimental methods to study proteins, their interactions, as well as how this can impact disease. By infusing physics with machine learning, Kotelnikov’s goal is to advance modeling methods that can vastly inform applications such as cancer immunology and crop protection.

“Kotelnikov stands to gain a lot from working closely with wet lab researchers who are doing the experiments that will complement and test his predictions, and my lab will benefit from his experience developing and applying advanced computational analyses,” says Keating.

Kotelnikov is also planning to work with professors Tommi Jaakkola and Tess Smidt in MIT’s Department of Electrical Engineering and Computer Science to explore a field called geometric deep learning. In particular, he aims to integrate physical and geometric knowledge about biomolecules into neural network architectures and learning procedures. This approach can significantly reduce the amount of data needed for learning, and improve the generalizability of resulting models.

Beyond the two departments, Kotelnikov is also excited to see how the diversity and interdisciplinary mix of MIT’s community will help him come up with ideas.

“When you’re building a model, you’re entering this imaginary world of assumptions and simplifications and it might feel challenging because of this disconnect with reality,” Kotelnikov says. “Being able to efficiently communicate with experimentalists is of high value.”

Tomás Palacios named director of the Institute for Soldier Nanotechnologies

MIT Latest News - Tue, 03/31/2026 - 4:15pm

Tomás Palacios, the Clarence J. LeBel Professor of Electrical Engineering at MIT, has been appointed director of the MIT Institute for Soldier Nanotechnologies (ISN). Palacios assumed the role on Feb. 4, and will continue to serve as the director of the MIT Microsystems Technology Laboratories (MTL).

Founded in 2002, ISN is a U.S. Army-sponsored University Affiliated Research Center focused on advancing fundamental science and engineering to enable next-generation capabilities for protection, survivability, sensing, and system performance. ISN brings together researchers from across MIT to address challenges at the intersection of materials, devices, and systems. In collaboration with industry, MIT Lincoln Laboratory, the U.S. Army, and other U.S. military services, ISN works to transition promising technologies for both commercial and defense applications.

As director, Palacios will oversee ISN’s research portfolio, facilities, and strategic partnerships, working closely with the ISN leadership team, MIT administration, U.S. Army, and other research sponsors to guide the institute’s next phase of research and collaboration.

“Tomás Palacios brings exceptional energy, vision, and leadership to the Institute for Soldier Nanotechnologies,” says Ian A. Waitz, MIT’s vice president for research, who announced the appointment in a recent letter. “As director of Microsystems Technology Laboratories, he has demonstrated a rare ability to build strong research communities and partnerships across academia, industry, and government. I am confident he will guide ISN’s next phase with momentum, scientific excellence, and a deep sense of service to MIT and the nation.”

Palacios brings deep leadership experience within MIT and across national research collaborations. As director of MTL, he leads one of MIT’s flagship interdisciplinary research laboratories supporting work in micro- and nano-scale materials, devices, and systems. He is a member of the MIT.nano Leadership Council and, since 2023, has served as associate director of the multi-university SUPeRior Energy-efficient Materials and dEvices (SUPREME) Center, a Semiconductor Research Corp. JUMP 2.0 program focused on next-generation energy-efficient semiconductor technologies. Palacios is also the co-founder of several technology companies, including Vertical Semiconductor, Finwave Semiconductor, and CDimension, Inc.

“MIT’s motto, ‘mens et manus’ — ‘mind and hand’ — reminds us that fundamental research and real-world impact must go hand-in-hand,” says Palacios. “At ISN, our mission is to help protect and empower those who defend our nation. That responsibility demands urgency, creativity, and deep collaboration. I look forward to building on ISN’s strong partnership with the U.S. Army, industry, and colleagues across MIT to push the frontiers of nanotechnology and translate discovery into meaningful impact at the speed of relevance.”

Palacios is internationally recognized for his work on wide-bandgap semiconductors, nanoelectronics, and advanced electronic materials. An IEEE Fellow, his research spans fundamental device physics through system-level integration, with applications in high-power and high-frequency electronics, sensing, and energy systems. He is widely recognized for his research contributions, as well as for his leadership in education and mentoring.

Palacios succeeds John Joannopoulos, who served as ISN director from 2006 until his death in August 2025. During his nearly two decades of ISN leadership, Joannopoulos strengthened ISN’s interdisciplinary culture, devoting significant effort to fostering collaborations among ISN-funded principal investigators, building partnerships that extend across MIT and beyond to the Army research community. Joannopoulos, an extraordinary researcher and a generous mentor, was also a co-founder of companies such as WiTricity and OmniGuide, helping to translate many of ISN’s foundational scientific discoveries into commercial technologies. Raúl Radovitzky, ISN’s associate director, served as interim director during the search for a new director, providing continuity to ISN’s research programs, facilities, and partnerships.

“It is an honor to serve as director of the Institute for Soldier Nanotechnologies at such an important moment in time,” says Palacios. “ISN has built an extraordinary foundation of interdisciplinary excellence under Professor John Joannopoulos’ leadership and, more recently, Prof. Radovitzky’s. I look forward to working with the ISN community to advance breakthrough research at the intersection of materials, devices, and systems — research that not only strengthens national security, but also translates into technologies that benefit society more broadly.” 

Turning muscles into motors gives static organs new life

MIT Latest News - Tue, 03/31/2026 - 2:30pm

What if a technology could reanimate parts of the body that have lost their connection to the brain — like a bladder that can no longer empty due to a spinal cord injury, or intestines that can’t push food forward due to Crohn’s disease? What if this technology could also send sensations such as hunger or touch back to the brain?

New MIT research offers a glimpse into this future. In an open-access study published today in Nature Communications, the researchers introduce a novel myoneural actuator (MNA) that reprograms living muscles into fatigue-resistant, computer-controlled motors that can be implanted inside the body to restore movement in organs.

“We’ve built an interface that leverages natural pathways used by the nervous system so that we can seamlessly control organs in the body, while also enabling the transmission of sensory feedback to the brain,” says Hugh Herr, senior author of the study, a professor of media arts and sciences at the MIT Media Lab, co-director of the K. Lisa Yang Center for Bionics, and an associate member of the McGovern Institute for Brain Research at MIT. The study was co-led by Herr’s postdoc Guillermo Herrera-Arcos and former postdoc Hyungeun Song.

By repurposing existing muscle in the body, the researchers have developed the first “living” implant that uses rewired sensory nerves to revive paralyzed organs — which may present a new genre of medicine, where a person’s own tissue becomes the hardware.

Rewiring the brain-body interface

Many scientists have toiled to restore function in paralyzed organs, but it’s extremely challenging to design a technology that both communicates with the nervous system and doesn't fatigue over time. Some have tried to insert miniaturized actuators — small machines that can power bionic limbs — into the body. However, Herrera-Arcos says, “it’s hard to make actuators at the centimeter level, and they aren’t very efficient.” Others have focused on creating muscle tissue in the lab, but building muscles cell by cell is time-intensive and far from ready for human use.

Herr’s team tried something different.

“We engineered existing muscles to become an actuator, or motor, that reinstates motion in organs,” says Song.

To do this, the researchers had to navigate the delicate dynamics within the nervous system. The actuator would have to interface with the nervous system to work properly, but it must also somehow evade the brain’s control. “You don’t want the brain to consciously control the muscle actuator because you want the actuator to automatically control an organ, like the heart,” explains Herrera-Arcos. Establishing a computer-controlled muscle to move organs could ensure automatic function and also bypass damaged brain pathways.

Incorporating motor neurons into the actuator may help generate movement, but these neurons are directly controlled by the brain. “Sensory neurons, however, are wired to receive, not to command,” explains Song. “We thought we could leverage this dynamic and reroute motor signals through sensory fibers, making a computer — rather than the brain — the muscle’s new command center.”

To achieve this, sensory nerves would need to fuse fluidly with muscle, and scientists had not yet determined if this was possible. Remarkably, when the team replaced motor nerves in rodent muscle with sensory ones, “the sensory nerves re-innervated the muscles and formed functional synapses. It’s a tremendous discovery,” says Herrera-Arcos.

Sensory neurons not only enabled the use of a digital controller, but also helped curb muscle fatigue — increasing fatigue resistance in rodent muscle by 260 percent compared to native muscles. That’s because muscle fatigue depends largely on the diameter of the axons, or cable-like projections that innervate muscles. Motor neuron axons vary greatly in size, and when a motor nerve is electrically stimulated, the largest axons fire first — exhausting the muscle quickly. However, sensory axons are all nearly the same size, so the signal is broadcast more evenly across muscle fibers, avoiding fatigue, explains Herrera-Arcos.

Designing a biohybrid system

They combined all of these elements into a fatigue-resistant biohybrid motor called a myoneural actuator (MNA). By wrapping their actuator around a paralyzed intestine in a rodent, the researchers reinstated the organ’s squeezing motion. They also successfully controlled rodent calf muscles in an experiment designed to mimic residual muscle in human lower-limb amputations. Importantly, the MNA system transmitted sensory signals to the brain. “This suggests that our technology could seamlessly link organs to the brain. For example, we might be able to make a paralyzed stomach relay hunger,” explains Song.

Bringing their MNA to clinic will require further testing in larger animal models, and eventually, humans. But if it passes the regulatory gauntlet, their system could pave a smoother and safer path toward reviving static organs. Implanting MNAs would require a surgery that is already commonplace in clinic, the researchers say, and their system might be simpler and safer to implement than mechanical devices or organ transplants that introduce foreign material into the body.

The team is hopeful that their new technology could improve the lives of millions living with organ dysfunctions. “Today’s solutions are mostly synthetic: pacemakers and other mechanical assist devices. A living muscle actuator implanted alongside a weakened organ would be part of the body itself. That is a category of medicine different from anything seen in clinic,” explains Herrera-Arcos.

Song says that skin is of special interest. “Hypothetically, we could wrap MNAs around skin grafts to relay tactile feedback, such as strain or tension, which is currently missing for users of prostheses.” Their technology could even augment virtual reality systems, too. “The idea is that, if we couple the MNA system to skin and muscles, a person could feel what their virtual avatar is touching even though their real body isn’t moving,” says Song.

“Our research is on the brink of giving new life to various parts and extensions of the body,” adds Herrera-Arcos. “It’s exciting to think that our system could enhance human potential in ways that once only belonged to the realm of science fiction.”

This research was funded, in part, by the Yang Tan Collective at MIT, K. Lisa Yang Center for Bionics at MIT, Nakos Family Bionics Research Fund at MIT, and the Carl and Ruth Shapiro Foundation.

Inventors of Quantum Cryptography Win Turing Award

Schneier on Security - Tue, 03/31/2026 - 7:05am

Charles Bennett and Gilles Brassard have won the 2026 Turing Award for inventing quantum cryptography.

I am incredibly pleased to see them get this recognition. I have always thought the technology to be fantastic, even though I think it’s largely unnecessary. I wrote up my thoughts back in 2008, in an <a href+https://www.schneier.com/essays/archives/2008/10/quantum_cryptography.html”>essay titled “Quantum Cryptography: As Awesome As It Is Pointless.”

Back then, I wrote:

While I like the science of quantum cryptography—my undergraduate degree was in physics—I don’t see any commercial value in it. I don’t believe it solves any security problem that needs solving. I don’t believe that it’s worth paying for, and I can’t imagine anyone but a few technophiles buying and deploying it. Systems that use it don’t magically become unbreakable, because the quantum part doesn’t address the weak points of the system...

The future of space business depends on a rocket that keeps blowing up

ClimateWire News - Tue, 03/31/2026 - 6:23am
Dozens of startups working on data centers, mining and pharmaceuticals are hanging on Elon Musk's long-stalled megarocket.

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