The SAFE act, introduced by Senators Mike Lee (R-UT) and Dick Durbin (D-IL), is the first of many likely proposals we will see to reauthorize Section 702 of the Foreign Intelligence Surveillance Act (FISA) Amendments Act of 2008—and while imperfect, it does propose a litany of real and much-needed reforms of Big Brother’s favorite surveillance authority. 

The irresponsible 2024 reauthorization of the secretive mass surveillance authority Section 702 not only gave the government two more years of unconstitutional surveillance powers, it also made the policy much worse. But, now people who value privacy and the rule of law get another bite at the apple. With expiration for Section 702 looming in April 2026, we are starting to see the emergence of proposals for how to reauthorize the surveillance authority—including calls from inside the White House for a clean reauthorization that would keep the policy unchanged. EFF has always had a consistent policy: Section 702 should not be reauthorized absent major reforms that will keep this tactic of foreign surveillance from being used as a tool of mass domestic espionage. 

What is Section 702?

Section 702 was intended to modernize foreign surveillance of the internet for national security purposes. It allows collection of foreign intelligence from non-Americans located outside the United States by requiring U.S.-based companies that handle online communications to hand over data to the government. As the law is written, the intelligence community (IC) cannot use Section 702 programs to target Americans, who are protected by the Fourth Amendment’s prohibition on unreasonable searches and seizures. But the law gives the intelligence community space to target foreign intelligence in ways that inherently and intentionally sweep in Americans’ communications.

We live in an increasingly globalized world where people are constantly in communication with people overseas. That means, while targeting foreigners outside the U.S. for “foreign intelligence Information” the IC routinely acquires the American side of those communications without a probable cause warrant. The collection of all that data from U.S telecommunications and internet providers results in the “incidental” capture of conversations involving a huge number of people in the United States.

But, this backdoor access to U.S. persons’ data isn’t “incidental.” Section 702 has become a routine part of the FBI’s law enforcement mission. In fact, the IC’s latest Annual Statistical Transparency Report documents the many ways the Federal Bureau of Investigation (FBI) uses Section 702 to spy on Americans without a warrant. The IC lobbied for Section 702 as a tool for national security outside the borders of the U.S., but it is apparent that the FBI uses it to conduct domestic, warrantless surveillance on Americans. In 2021 alone, the FBI conducted 3.4 million warrantless searches of US person’s 702 data.

The Good

Let’s start with the good things that this bill does. These are reforms EFF has been seeking for a long time and their implementation would mean a big improvement in the status quo of national security law.

First, the bill would partially close the loophole that allows the FBI and domestic law enforcement to dig through 702-collected data’s “incidental” collection of the U.S. side of communications. The FBI currently operates with a “finders keeper” mentality, meaning that because the data is pre-collected by another agency, the FBI believes it can operate with almost no constraints on using it for other purposes. The SAFE act would require a warrant before the FBI looked at the content of these collected communications. As we will get to later, this reform does not go nearly far enough because they can query to see what data on a person exists before getting a warrant, but it is certainly an improvement on the current system. 

Second, the bill addresses the age-old problem of parallel construction. If you’re unfamiliar with this term, parallel construction is a method by which intelligence agencies or domestic law enforcement find out a piece of information about a subject through secret, even illegal or unconstitutional methods. Uninterested in revealing these methods, officers hide what actually happened by publicly offering an alternative route they could have used to find that information. So, for instance, if police want to hide the fact that they knew about a specific email because it was intercepted under the authority of Section 702, they might use another method, like a warranted request to a service provider, to create a more publicly-acceptable path to that information. To deal with this problem, the SAFE Act mandates that when the government seeks to use Section 702 evidence in court, it must disclosure the source of this evidence “without regard to any claim that the information or evidence…would inevitably have been discovered, or was subsequently reobtained through other means.” 

Next, the bill proposes a policy that EFF and other groups have nonetheless been trying to get through Congress for over five years: ending the data broker loophole. As the system currently stands, data brokers who buy and sell your personal data collected from smartphone applications, among other sources, are able to sell that sensitive information, including a phone’s geolocation, to the law enforcement and intelligence agencies. That means that with a bit of money, police can buy the data (or buy access to services that purchase and map the data) that they would otherwise need a warrant to get. A bill that would close this loophole, the Fourth Amendment is Not For Sale Act passed through the House in 2024 but has yet to be voted on by the Senate. In the meantime, states have taken it upon themselves to close this loophole with Montana being the first state to pass similar legislation in May 2025. The SAFE Act proposes to partially fix the loophole at least as far as intelligence agencies are concerned. This fix could not come soon enough—especially since the Office of the Director of National Intelligence has signaled their willingness to create one big, streamlined, digital marketplace where the government can buy data from data brokers. 

Another positive thing about the SAFE Act is that it creates an official statutory end to surveillance power that the government allowed to expire in 2020. In its heyday, the intelligence community used Section 215 of the Patriot Act to justify the mass collection of communication records like metadata from phone calls. Although this legal authority has lapsed, it has always been our fear that it will not sit dormant forever and could be reauthorized at any time. This new bill says that its dormant powers shall “cease to be in effect” within 180 of the SAFE Act being enacted. 

What Needs to Change 

The SAFE Act also attempts to clarify very important language that gauges the scope of the surveillance authority: who is obligated to turn over digital information to the U.S. government. Under Section 702, “electronic communication service providers” (ECSP) are on the hook for providing information, but the definition of that term has been in dispute and has changed over time—most recently when a FISA court opinion expanded the definition to include a category of “secret” ECSPs that have not been publicly disclosed.  Unfortunately, this bill still leaves ambiguity in interpretation and an audit system without a clear directive for enforcing limitations on who is an ECSP or guaranteeing transparency. 

As mentioned earlier, the SAFE Act introduces a warrant requirement for the FBI to read the contents of Americans’ communications that have been warrantlessly collected under Section 702. However, the law does not in its current form require the FBI to get a warrant before running searches identifying whether Americans have communications present in the database in the first place. Knowing this information is itself very revealing and the government should not be able to profit from circumventing the Fourth Amendment. 

When Congress reauthorized Section 702 in 2014, they did so through a piece of policy called the Reforming Intelligence and Securing America Act (RISAA). This bill made 702 worse in several ways, one of the most severe being that it expanded the legal uses for the surveillance authority to include vetting immigrants. In an era when the United States government is rounding up immigrants, including people awaiting asylum hearings, and which U.S officials are continuously threatening to withhold admission to the United States from people whose politics does not align with the current administration, RISAA sets a dangerous precedent. Although RISAA is officially expiring in April, it would be helpful for any Section 702 reauthorization bill to explicitly prohibit the use of this authority for that reason. 

Finally, in the same way that the SAFE Act statutorily ends the expired Section 215 of the Patriot Act, it should also impose an explicit end to “Abouts collection” a practice of collecting digital communications, not if their from suspected people, but if their are “about” specific topics. This practice has been discontinued, but still sits on the books, just waiting to be revamped. 

We're celebrating the launch of Privacy's Defender, a new book by EFF Executive Director Cindy Cohn on Thursday, March 12—and we want you to join us! Cindy has tangled with the feds, fought for your data security, and argued before judges to protect our access to science and knowledge on the internet. In Privacy's Defender she asks: can we still have private conversations if we live our lives online?

Join the festivities for a live conversation between Cindy Cohn and Annalee Newitz followed by a book signing with Cindy.

REGISTER TODAY! 

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WHEN:
Thursday, March 12th, 2026
6:30 pm to 9:30 pm

WHERE:
Ciel Creative Space
Entrance located at:
940 Parker St, Berkeley, CA 94710

6:30 PM Doors Open
7:15 PM Program Begins

About the book

Throughout her career, Cindy Cohn has been driven by a fundamental question: Can we still have private conversations if we live our lives online? Privacy’s Defender chronicles her thirty-year battle to protect our right to digital privacy and shows just how central this right is to all our other rights, including our ability to organize and make change in the world.

Shattering the hypermasculine myth that our digital reality was solely the work of a handful of charismatic tech founders, the author weaves her own personal story with the history of Crypto Wars, FBI gag orders, and the post-9/11 surveillance state. She describes how she became a seasoned leader in the early digital rights movement, as well as how this work serendipitously helped her discover her birth parents and find her life partner. Along the way, she also details the development of the Electronic Frontier Foundation, which she grew from a ragtag group of lawyers and hackers into one of the most powerful digital rights organizations in the world.

Part memoir and part legal history for the general reader, the book is a compelling testament to just how hard-won the privacy rights we now enjoy as tech users are, but also how crucial these rights are in our efforts to combat authoritarianism, grow democracy, and strengthen other human rights. Learn about the Privacy's Defender book tour.

Parking

Street parking is available around the building.

Accessibility

The main event space is wheelchair accessible, on concrete. Lively music will be playing, and the speakers will be using a microphone, so louder volumes are expected. EFF is committed to improving accessibility for our events. If you will be attending in-person and need accommodation, or have accessibility questions prior to the event, please contact events@eff.org.

Food and Drink

Wine & Beer will be available for purchase. Cellarmaker Brewing Co., located next door to Ciel Space, will be serving food until 8:00 pm. 

Questions?

Email us at events@eff.org.

About the Speakers

Cindy Cohn
Cindy Cohn is the Executive Director of the Electronic Frontier Foundation. From 2000-2015 she served as EFF’s Legal Director as well as its General Counsel.  Ms. Cohn first became involved with EFF in 1993, when EFF asked her to serve as the outside lead attorney in Bernstein v. Dept. of Justice, the successful First Amendment challenge to the U.S. export restrictions on cryptography. 

Ms. Cohn has been named to TheNonProfitTimes 2020 Power & Influence TOP 50 list, honoring 2020's movers and shakers.  In 2018, Forbes included Ms. Cohn as one of America's Top 50 Women in Tech. The National Law Journal named Ms. Cohn one of 100 most influential lawyers in America in 2013, noting: "[I]f Big Brother is watching, he better look out for Cindy Cohn." She was also named in 2006 for "rushing to the barricades wherever freedom and civil liberties are at stake online."  In 2007 the National Law Journal named her one of the 50 most influential women lawyers in America. In 2010 the Intellectual Property Section of the State Bar of California awarded her its Intellectual Property Vanguard Award and in 2012 the Northern California Chapter of the Society of Professional Journalists awarded her the James Madison Freedom of Information Award.  

Ms. Cohn is the author of the professional memoir, called Privacy's Defender to be published by MIT Press in March, 2026. She is also the co-host of EFF's award-winning podcast, How to Fix the Internet.  

 

Annalee Newitz
Annalee Newitz writes science fiction and nonfiction. They are the author of four novels: Automatic Noodle, The Terraformers, The Future of Another Timeline, and Autonomous, which won the Lambda Literary Award. As a science journalist, they are the author of Stories Are Weapons: Psychological Warfare and the American Mind, Four Lost Cities: A Secret History of the Urban Age and Scatter, Adapt and Remember: How Humans Will Survive a Mass Extinction, which was a finalist for the LA Times Book Prize in science. They are a writer for the New York Times and elsewhere, and have a monthly column in New Scientist. They have published in The Washington Post, Slate, Scientific American, Ars Technica, The New Yorker, and Technology Review, among others. They were the co-host of the Hugo Award-winning podcast Our Opinions Are Correct, and have contributed to the public radio shows Science Friday, On the Media, KQED Forum, and Here and Now. Previously, they were the founder of io9, and served as the editor-in-chief of Gizmodo.

In some parts of the deep ocean, it can look like it’s snowing. This “marine snow” is the dust and detritus that organisms slough off as they die and decompose. Marine snow can fall several kilometers to the deepest parts of the ocean, where the particles are buried in the seafloor for millennia.

Now, researchers at MIT and their collaborators have found that as marine snow falls, tiny hitchhikers may limit how deep the particles can sink before dissolving away. The team shows that when bacteria hitch a ride on marine snow particles, the microbes can eat away at calcium carbonate, which is an essential ballast that helps particles sink.

The findings, which appear this week in the Proceedings of the National Academy of Sciences, could explain how calcium carbonate dissolves in shallow layers of the ocean, where scientists had assumed it should remain intact. The results could also change scientists’ understanding of how quickly the ocean can sequester carbon from the atmosphere.

Marine snow is a main vehicle by which the ocean stores carbon. At the ocean’s surface, phytoplankton absorb carbon dioxide from the atmosphere and convert the gas into other forms of carbon, including calcium carbonate — the same stuff that’s found in shells and corals. When they die, bits of phytoplankton drift down through the ocean as marine snow, carrying the carbon with them. If the particles make it to the deep ocean, the carbon they carry can be buried and locked away for hundreds to thousands of years.

But the new study suggests bacteria may be working against the ocean’s ability to sequester carbon. By eroding the particles’ calcium carbonate, bacteria can significantly slow the sinking of marine snow. The more they linger, the more likely the particles are to be respired quickly, releasing carbon dioxide into the shallow ocean, and possibly back into the atmosphere.

“What we’ve shown is that carbon may not sink as deep or as fast as one may expect,” says study co-author Andrew Babbin, an associate professor in the Department of Earth, Atmospheric and Planetary Sciences and a mission director at the Climate Project at MIT. “As humanity tries to design our way out of the problem of having so much CO2 in the atmosphere, we have to take into account these natural microbial mechanisms and feedbacks.”

The study’s primary author is Benedict Borer, a former MIT postdoc who is now an assistant professor of marine and coastal sciences at the Rutgers School of Environmental and Biological Sciences; co-authors include Adam Subhas and Matthew Hayden at the Woods Hole Oceanographic Institution and Ryan Woosley, a principal research scientist at MIT’s Center for Sustainability Science and Strategy.

Losing weight

Marine snow acts as the ocean’s main “biological pump,” the process by which the ocean pulls carbon from the surface down into the deep ocean. Scientists estimate that marine snow is responsible for drawing down billions of tons of carbon each year. Marine snow’s ability to sink comes mainly from minerals such as calcium carbonate embedded within the particles. The mineral is a dense ballast that weighs down the particle. The more calcium carbonate a particle has, the faster it sinks.

Scientists had assumed based on thermodynamics that calcium carbonate should not dissolve within the ocean’s upper layers, given the general temperature and pH conditions in the surface ocean. Any calcium carbonate that is bound up in marine snow should then safely sink to depths greater than 1,000 meters without dissolving along the way.

But oceanographers have long observed signs of dissolved calcium carbonate in the upper layers of the ocean, suggesting that something other than the ocean’s macroscale conditions was dissolving the mineral and slowing down the ocean’s biological pump.

And indeed, the MIT team has found that what is dissolving calcium carbonate in shallow waters is a microscale process that occurs within the immediate environment of an individual particle.

“Most oceanographers think about the macroscale, and in this instance what’s happening in microscopic particles is what is actually controlling bulk seawater chemistry,” Borer says. “Consequences abound for the ocean’s carbon dioxide sequestration capacity.”

A sinking sweetspot

In their new study, the researchers set up an experiment to simulate a sinking particle of marine snow and its interactions at the microscale. The team synthesized particles similar to marine snow that they made from varying concentrations of calcium carbonate and bacteria — organisms that are often found feasting on the particles in the ocean.

“The ocean is a fairly dilute medium with respect to organic matter,” Babbin says. “So organisms like bacteria have to search for food. And particles of marine snow are like cheeseburgers for bacteria.”

The team designed a small microfluidic chip to contain the particles, and flowed seawater through the chip at various rates to simulate different sinking speeds in the ocean. Their experiments revealed that whenever particles hosted any bacteria, they also rapidly lost some calcium carbonate, which dissolved into the surrounding seawater. As bacteria feed on the particles’ organic material, the microbes excrete acidic waste products that act to dissolve the particles’ inorganic, ballasting calcium carbonate.

The researchers also found that the amount of calcium carbonate that dissolves depends on how fast the particles sink. They flowed seawater around the particles at slow, intermediate, and fast speeds and found that both slow and fast sinking limit the amount of calcium carbonate that’s dissolved. With slow sinking, particles don’t receive as much oxygen from their surroundings, which essentially suffocates any hitchhiking bacteria. When particles sink quickly, bacteria may be sufficiently oxygenated, but any waste products that they produce can be easily flushed away before they can dissolve the particles’ calcium carbonate.

At intermediate speeds, there is a sweet spot: Bacteria are sufficiently oxygenated and can also build up enough waste, enabling the microbes to efficiently dissolve calcium carbonate.

Overall, the work shows that bacteria can have a significant effect on marine snow’s ability to sink and sequester carbon in the deep ocean. Bacteria can be found everywhere, and particularly in the shallower ocean regions. Even if macroscale conditions in these upper layers should not dissolve calcium carbonate, the study finds bacteria working at the microscale most likely do.

The findings could explain oceanographers’ observations of dissolved calcium carbonate in shallow ocean regions. They also illustrate that bacteria and other microbes may be working against the ocean’s natural ability to sequester carbon, by dissolving marine snow’s ballast and slowing its descent into the deep ocean. As humans consider climate solutions that involve enhancing the ocean’s biological pump, the researchers emphasize that bacteria’s role must be taken into account.

“Insights from this work are vital to predict how ecosystems will respond to marine carbon dioxide removal attempts, and overall how the oceans will change in response to future climate scenarios,” says Benedict Borer, who carried out the study’s experiments as a postdoc in MIT’s Department of Earth, Atmospheric and Planetary Sciences.

This work was supported, in part, by the Simons Foundation, the National Science Foundation, and the Climate Project at MIT.

Join EFF Executive Director Cindy Cohn in conversation with 404 Media Cofounder Jason Koebler to discuss Privacy's Defender: My Thirty-Year Fight Against Digital Surveillance, Cindy’s personal story of standing up to the Justice Department, taking on the NSA, and tangling with the FBI to protect our right to digital privacy. The highly anticipated book asks the fundamental question: Can we still have private conversations if we live our lives online? Join the livestream for a live discussion followed by by Q&A.

EFFecting Change Livestream Series:
Privacy's Defender
Thursday, March 19th
11:00 AM - 12:00 PM Pacific
This event is LIVE and FREE!

Accessibility

This event will be live-captioned and recorded. EFF is committed to improving accessibility for our events. If you have any accessibility questions regarding the event, please contact events@eff.org.

Event Expectations

EFF is dedicated to a harassment-free experience for everyone, and all participants are encouraged to view our full Event Expectations.

Upcoming Events

Want to make sure you don’t miss our next livestream? Here’s a link to sign up for updates about this series: eff.org/ECUpdates. If you have a friend or colleague that might be interested, please join the fight for your digital rights by this link: eff.org/EFFectingChange. Thank you for helping EFF spread the word about privacy and free expression online.

Recording

We hope you and your friends can join us live! If you can't make it, we’ll post the recording afterward on YouTube and the Internet Archive!

About the Speakers

 

 Cindy Cohn 
Cindy Cohn is the Executive Director of the Electronic Frontier Foundation. From 2000-2015 she served as EFF’s Legal Director as well as its General Counsel.  Ms. Cohn first became involved with EFF in 1993, when EFF asked her to serve as the outside lead attorney in Bernstein v. Dept. of Justice, the successful First Amendment challenge to the U.S. export restrictions on cryptography. Ms. Cohn has been named to TheNonProfitTimes 2020 Power & Influence TOP 50 list, honoring 2020's movers and shakers.  In 2018, Forbes included Ms. Cohn as one of America's Top 50 Women in Tech. The National Law Journal named Ms. Cohn one of 100 most influential lawyers in America in 2013, noting: "[I]f Big Brother is watching, he better look out for Cindy Cohn." She was also named in 2006 for "rushing to the barricades wherever freedom and civil liberties are at stake online."  In 2007 the National Law Journal named her one of the 50 most influential women lawyers in America. In 2010 the Intellectual Property Section of the State Bar of California awarded her its Intellectual Property Vanguard Award and in 2012 the Northern California Chapter of the Society of Professional Journalists awarded her the James Madison Freedom of Information Award.  

 Jason Koebler 
Jason Koebler is a cofounder of 404 Media, a journalist-owned investigative tech publication. He reports on surveillance and privacy, the ways that artificial intelligence is changing the internet, labor, and society, and consumer rights. Before 404 Media, he was the editor-in-chief of Motherboard, VICE's technology publication and an executive producer on Encounters, a Netflix documentary about the search for alien life.

When we learn a new skill, the brain has to decide — cell by cell — what to change. New research from MIT suggests it can do that with surprising precision, sending targeted feedback to individual neurons so each one can adjust its activity in the right direction.

The finding echoes a key idea from modern artificial intelligence. Many AI systems learn by comparing their output to a target, computing an “error” signal, and using it to fine-tune connections within the network. A long-standing question has been whether the brain also uses that kind of individualized feedback. In an open-access study published in the Feb. 25 issue of the journal Nature, MIT researchers report evidence that it does.

A research team led by Mark Harnett, a McGovern Institute for Brain Research investigator and associate professor in the Department of Brain and Cognitive Sciences at MIT, discovered these instructive signals in mice by training animals to control the activity of specific neurons using a brain-computer interface (BCI). Their approach, the researchers say, can be used to further study the relationships between artificial neural networks and real brains, in ways that are expected to both improve understanding of biological learning and enable better brain-inspired artificial intelligence.

The changing brain

Our brains are constantly changing as we interact with the world, modifying their circuitry as we learn and adapt. “We know a lot from 50 years of studies that there are many ways to change the strength of connections between neurons,” Harnett says. “What the field really lacks is a way of understanding how those changes are orchestrated to actually produce efficient learning.”

Some actions — and the neural connections that enable them — are reinforced with the release of neuromodulators like dopamine or norepinephrine in the brain. But those signals are broadcast to large groups of neurons, without discriminating between cells’ individual contributions to a failure or a success. “Reinforcement learning via neuromodulators works, but it’s inefficient, because all the neurons and all the synapses basically get only one signal,” Harnett says.

Machine learning uses an alternative, and extremely powerful, way to learn from mistakes. Using a method called back propagation, artificial neural networks compute an error signal and use it to adjust their individual connections. They do this over and over, learning from experience how to fine-tune their networks for success. “It works really well and it’s computationally very effective,” Harnett says.

It seemed likely that brains might use similar error signals for learning. But neuroscientists were skeptical that brains would have the precision to send tailored signals to individual neurons, due to the constraints imposed by using living cells and circuits instead of software and equations. A major problem for testing this idea was how to find the signals that provide personalized instructions to neurons, which are called vectorized instructive signals. The challenge, explains Valerio Francioni, first author of the Nature paper and a former postdoc in Harnett’s lab, is that scientists don’t know how individual neurons contribute to specific behaviors.

“If I was recording your brain activity while you were learning to play piano,” Francioni explains, “I would learn that there is a correlation between the changes happening in your brain and you learning piano. But if you asked me to make you a better piano player by manipulating your brain activity, I would not be able to do that, because we don’t know how the activity of individual neurons map to that ultimate performance.”

Without knowing which neurons need to become more active and which ones should be reined in, it is impossible to look for signals directing those changes.

Understanding neuron function

To get around this problem, Harnett’s team developed a brain-computer interface task to directly link neural activity and reward outcome — akin to linking the keys of the piano directly to the activity of single neurons. To succeed at the task, certain neurons needed to increase their activity, whereas others were required to decrease their activity.

They set up a BCI to directly link activity in those neurons — just eight to 10 of the millions of neurons in a mouse’s brain — to a visual readout, providing sensory feedback to the mice about their performance. Success was accompanied by delivery of a sugary reward.

“Now if you ask me, ‘How does the mouse get more rewards? Which neuron do you have to activate and which neuron do you have to inhibit?’ I know exactly what the answer to that question is,” says Francioni, whose work was supported by a Y. Eva Tan Fellowship from the Yang Tan Collective at MIT.

The scientists didn’t know the exact function of the particular neurons they linked to the BCI, but the cells were active enough that mice received occasional rewards whenever the signals happened to be right. Within a week, mice learned to switch on the right neurons while leaving the other set of neurons inactive, earning themselves more rewards.

Francioni monitored the target neurons daily during this learning process using a powerful microscope to visualize fluorescent indicators of neural activity. He zeroed in on the neurons’ branching dendrites, where the appropriate feedback signals have long been suspected to arrive. At the same time, he tracked activity in the parent cell bodies of those neurons. The team used these data to examine the relationship between signals received at a neuron’s dendrites and its activity, as well as how these changed when mice were rewarded for activating the right neurons or when they failed at their task.

Vectorized neural signals

They concluded that the two groups of neurons whose activity controlled the BCI in opposite ways, also received opposing error signals at their dendrites as the mice learned. Some were told to ramp up their activity during the task, while others were instructed to dial it down. What’s more, when the team manipulated the dendrites to inhibit these instructive signals, mice failed to learn the task. “This is the first biological evidence that vectorized [neuron-specific] signal-based instructive learning is taking place in the cortex,” Harnett says.

The discovery of vectorized signals in the brain — and the team’s ability to find them — should promote more back-and-forth between neuroscientists and machine learning researchers, says postdoc Vincent Tang. “It provides further incentive for the machine learning community to keep developing models and proposing new hypotheses along this direction,” he says. “Then we can come back and test them.”

The researchers say they are just as excited about applying their approach to future experiments as they are about their current discovery.

“Machine learning offers a robust, mathematically tractable way to really study learning. The fact that we can now translate at least some of this directly into the brain is very powerful,” Francioni says.

Harnett says the approach opens new opportunities to investigate possible parallels between the brain and machine learning. “Now we can go after figuring out, how does cortex learn? How do other brain regions learn? How similar or how different is it to this particular algorithm? Can we figure out how to build better, more brain-inspired models from what we learn from the biology?” he says. “This feels like a really big new beginning.” 

It’s called AirSnitch:

Unlike previous Wi-Fi attacks, AirSnitch exploits core features in Layers 1 and 2 and the failure to bind and synchronize a client across these and higher layers, other nodes, and other network names such as SSIDs (Service Set Identifiers). This cross-layer identity desynchronization is the key driver of AirSnitch attacks.

The most powerful such attack is a full, bidirectional machine-in-the-middle (MitM) attack, meaning the attacker can view and modify data before it makes its way to the intended recipient. The attacker can be on the same SSID, a separate one, or even a separate network segment tied to the same AP. It works against small Wi-Fi networks in both homes and offices and large networks in enterprises...

Agency cuts, layoffs and policy shifts are throwing America’s role into question.

Sen. Markwayne Mullin could help revitalize FEMA if confirmed as Homeland Security secretary, lawmakers and experts say.

A multistate effort aims to educate policyholders about their danger — and how they can reduce it to receive premium discounts.

Voters were confused about where the money came from.

Gov. Kathy Hochul looks to change New York’s landmark climate law because of affordability concerns, reflecting a national clash between high energy prices and environmental goals.

"What this study shows is ... how heat and drought interact, amplifying the risks we face," said a climate scientist.

A letter to European leaders was issued “on behalf of” 1,300 signatories. Some firms deny they supported the demands.

The European Commission doesn’t intend to levy penalties on green jet fuel suppliers even if they miss EU mandates.

In high-stakes settings like medical diagnostics, users often want to know what led a computer vision model to make a certain prediction, so they can determine whether to trust its output.

Concept bottleneck modeling is one method that enables artificial intelligence systems to explain their decision-making process. These methods force a deep-learning model to use a set of concepts, which can be understood by humans, to make a prediction. In new research, MIT computer scientists developed a method that coaxes the model to achieve better accuracy and clearer, more concise explanations.

The concepts the model uses are usually defined in advance by human experts. For instance, a clinician could suggest the use of concepts like “clustered brown dots” and “variegated pigmentation” to predict that a medical image shows melanoma.

But previously defined concepts could be irrelevant or lack sufficient detail for a specific task, reducing the model’s accuracy. The new method extracts concepts the model has already learned while it was trained to perform that particular task, and forces the model to use those, producing better explanations than standard concept bottleneck models.

The approach utilizes a pair of specialized machine-learning models that automatically extract knowledge from a target model and translate it into plain-language concepts. In the end, their technique can convert any pretrained computer vision model into one that can use concepts to explain its reasoning.

“In a sense, we want to be able to read the minds of these computer vision models. A concept bottleneck model is one way for users to tell what the model is thinking and why it made a certain prediction. Because our method uses better concepts, it can lead to higher accuracy and ultimately improve the accountability of black-box AI models,” says lead author Antonio De Santis, a graduate student at Polytechnic University of Milan who completed this research while a visiting graduate student in the Computer Science and Artificial Intelligence Laboratory (CSAIL) at MIT.

He is joined on a paper about the work by Schrasing Tong SM ’20, PhD ’26; Marco Brambilla, professor of computer science and engineering at Polytechnic University of Milan; and senior author Lalana Kagal, a principal research scientist in CSAIL. The research will be presented at the International Conference on Learning Representations.

Building a better bottleneck

Concept bottleneck models (CBMs) are a popular approach for improving AI explainability. These techniques add an intermediate step by forcing a computer vision model to predict the concepts present in an image, then use those concepts to make a final prediction.

This intermediate step, or “bottleneck,” helps users understand the model’s reasoning.

For example, a model that identifies bird species could select concepts like “yellow legs” and “blue wings” before predicting a barn swallow.

But because these concepts are often generated in advance by humans or large language models (LLMs), they might not fit the specific task. In addition, even if given a set of pre-defined concepts, the model sometimes utilizes undesirable learned information anyway, which is a problem known as information leakage.

“These models are trained to maximize performance, so the model might secretly use concepts we are unaware of,” De Santis explains.

The MIT researchers had a different idea: Since the model has been trained on a vast amount of data, it may have learned the concepts needed to generate accurate predictions for the particular task at hand. They sought to build a CBM by extracting this existing knowledge and converting it into text a human can understand.

In the first step of their method, a specialized deep-learning model called a sparse autoencoder selectively takes the most relevant features the model learned and reconstructs them into a handful of concepts. Then, a multimodal LLM describes each concept in plain language.

This multimodal LLM also annotates images in the dataset by identifying which concepts are present and absent in each image. The researchers use this annotated dataset to train a concept bottleneck module to recognize the concepts.

They incorporate this module into the target model, forcing it to make predictions using only the set of learned concepts the researchers extracted.

Controlling the concepts

They overcame many challenges as they developed this method, from ensuring the LLM annotated concepts correctly to determining whether the sparse autoencoder had identified human-understandable concepts.

To prevent the model from using unknown or unwanted concepts, they restrict it to use only five concepts for each prediction. This also forces the model to choose the most relevant concepts and makes the explanations more understandable.

When they compared their approach to state-of-the-art CBMs on tasks like predicting bird species and identifying skin lesions in medical images, their method achieved the highest accuracy while providing more precise explanations.

Their approach also generated concepts that were more applicable to the images in the dataset. 

“We’ve shown that extracting concepts from the original model can outperform other CBMs, but there is still a tradeoff between interpretability and accuracy that needs to be addressed. Black-box models that are not interpretable still outperform ours,” De Santis says.

In the future, the researchers want to study potential solutions to the information leakage problem, perhaps by adding additional concept bottleneck modules so unwanted concepts can’t leak through. They also plan to scale up their method by using a larger multimodal LLM to annotate a bigger training dataset, which could boost performance.

“I’m excited by this work because it pushes interpretable AI in a very promising direction and creates a natural bridge to symbolic AI and knowledge graphs,” says Andreas Hotho, professor and head of the Data Science Chair at the University of Würzburg, who was not involved with this work. “By deriving concept bottlenecks from the model’s own internal mechanisms rather than only from human-defined concepts, it offers a path toward explanations that are more faithful to the model and opens many opportunities for follow-up work with structured knowledge.”

This research was supported by the Progetto Rocca Doctoral Fellowship, the Italian Ministry of University and Research under the National Recovery and Resilience Plan, Thales Alenia Space, and the European Union under the NextGenerationEU project.

Nature Climate Change, Published online: 09 March 2026; doi:10.1038/s41558-026-02586-0

Climate change will expose new ice-free areas of Antarctica. Now a study explores how climate change might spur the first ‘gold rush’ on the unexploited continent.

For the last hundred years, women have had pivotal and far too often unsung roles in building and shaping the technology that we now use every day. Many have heard of Ada Lovelace’s contributions to computer programming, but far fewer know Mary Allen Wilkes, a prominent modern programmer who wrote much of the software for the LINC, one of the world’s first interactive personal computers (it could fit in a single office and cost $40,000, but it was the 60’s). Decades earlier, when the first all-electronic, digital Eniac computer was built in the 40’s, the “software” for it was written by women: Kathleen McNulty, Jean Jennings, Betty Snyder, Marlyn Wescoff, Frances Bilas and Ruth Lichterman. 

It’s thankfully become more common knowledge that actor and inventor Hedy Lamarr co-created the concept of "frequency-hopping" that became a basis for radio systems from cell phones to wireless networking systems. But too few know Laila Ohlgren, who in the 1970’s solved a major problem with the development of mobile networks and phones by recognizing that dialed numbers could be stored and sent all at once with a “call button,” rather than sent one number at a time, which created connection issues before a call was even made. 

Women in tech deserve more and brighter spotlights. At EFF, we’ve had the honor of celebrating some of our heroes at our annual EFF Awards, including many women who are leading the digital rights community. For International Women’s Day, we’re highlighting the contributions of just a few of these recipients from the last decade, whose work to protect privacy, speech, and creativity online has had a global impact.

Carolina Botero (EFF Award Winner, 2024) 

Carolina Botero is a leader in the fight for digital rights in Latin America. For over a decade, she led the Colombia-based Karisma Foundation and cultivated its regional and international impact. Botero and Karisma helped connect indigenous peoples to the internet and made it possible to contribute content to Wikipedia in their native language, expanding access to both history and modern information. They built alliances to combat disinformation, pushed for legal tools to protect cultural and heritage institutions from digital blackholes, and were, and remain, a necessary voice speaking for human rights in the online world. EFF worked closely with Karisma and Botero to help free Colombian graduate student Diego Gomez, who shared another student’s Master’s thesis with colleagues over the internet. Diego’s story demonstrates what can go wrong when nations enact severe penalties for copyright infringement, and thanks to work from Karisma, many partners, and many EFF supporters, he was cleared of the criminal charges that he faced for this harmless act of sharing scholarly research.

Carolina Botero receiving her EFF Award

Botero stepped down from the role in 2024, opening the door for a new generation. While her work continues—she’s currently on the advisory board of CELE, the Centro de Estudios en Libertad de Expresión—her EFF Award was well-deserved based on her strong and inspiring legacy for those in Latin America and beyond who advocate for a digital world that enhances rights and empowers the powerless. Learn more about Botero on her EFF Awards page and the recap of the 2024 event. 

Chelsea Manning (EFF Award Winner, 2017)

Chelsea Manning became famous as a whistleblower: In 2010, she disclosed classified Iraq War documents, including a video of the killings of Iraqi civilians and two Reuters reporters by U.S. troops. These documents exposed aspects of U.S. operations in Iraq and Afghanistan that infuriated the public and embarrassed the government. But she is also a transparency and transgender rights advocate, network security expert, author, and former U.S. Army intelligence analyst. 

Manning joined the military in 2007. Her role as an intelligence analyst to an Army unit in Iraq in 2009 gave her access to classified databases, but more importantly, it gave her a uniquely comprehensive view of the war in Iraq, and she became increasingly disillusioned and frustrated by what she saw, versus what was being shared. In 2010, she approached major news outlets hoping to give information to them that would reveal a new side of the war to the public. Ultimately, she shared the documents with Wikileaks. 

Manning’s bravery did not end there. When she was arrested a few months later, she endured "cruel, inhuman and degrading" treatment, according to the UN Special Rapporteur on torture. She was locked up alone for 23 hours a day over an 11-month period, before her trial. The mistreatment resulted in public outcry and advocacy by organizations like Amnesty International. Even a State Department spokesperson, Philip Crowley, criticized the treatment as "ridiculous, counterproductive, and stupid," and resigned. She was moved to a medium-security facility in April 2011. 

The government’s charges against Manning were outrageous, but in 2013 she was convicted of 19 of 22 counts as a result of her whistleblowing activities. She became one of fewerthan a dozen people prosecuted for espionage in the entire history of the United States, and she was sentenced to the longest punishment ever imposed on a whistleblower. Then, the day after her conviction, isolated from her community and in all likelihood expecting to remain in prison for years if not decades, she courageously issued a statement identifying herself as a trans woman, which she’d wanted to reveal for years. 

Over the next several years, while imprisoned, she became an advocate both for government transparency and for transgender rights. Her conviction and sentence pointed to the need for legal reform of both the Computer Fraud and Abuse Act (CFAA) and the Espionage Act.  EFF filed an amicus brief to the U.S. Army Court of Criminal Appeals arguing that the CFAA was never meant to criminalize violations of private policies like those of government systems, and EFF also pushed, and continues to fight for, narrower interpretations of the Espionage Act and stronger protections for whistleblowers, particularly to take into account both the motivation of individuals who pass on documents and the disclosure’s ramifications. 

Even after President Obama commuted her sentence in 2017, and EFF celebrated her work and her release with an EFF award in September, 2017, her fight wasn’t over. She was imprisoned again twice in 2019 and ultimately fined $256,000 for refusing to testify before grand juries investigating WikiLeaks founder Julian Assange. The U.N. Special Rapporteur on torture again criticized Manning’s treatment, writing that "the practice of coercive detention appears to be incompatible with the international human rights obligations of the United States." 

Manning was released in 2020 after having spent almost a decade in total imprisoned for her courage. She wrote a memoir, README.txt, in 2022, to take back control over her story.

EFF Award Winners Mike Masnick, Annie Game, and Chelsea Manning

Annie Game (EFF Award Winner, 2017)

Annie Game spent over 16 years as the Executive Director of IFEX, a global network of journalism and civil liberties organizations working together to defend freedom of expression.  IFEX (formerly International Freedom of Expression Exchange) began in the 1990s, when a group of organizations and the Canadian Committee to Protect Journalists came together to consider how to respond as a single voice to free-expression violations around the world. IFEX now is a global hub for the protection of free speech and journalism. 

Game recognized early on that digital rights and freedom of expression groups needed one another. Under her leadership, IFEX paired more traditional free-expression organizations with their more digital counterparts, with a focus on building organizational security capacities. IFEX Initiatives under Game’s leadership have been expansive. For example, the International Day to End Impunity for Crimes against Journalists, November 2, has been an annual wake-up call and reminder for UN member states to live up to their commitments to protecting journalists. UNESCO observed more than 1,700 journalists were killed globally between 2006 and 2024, and nearly 90% of these cases went unsolved in the courts. 

Game and IFEX have also focused on high-profile cases of journalists threatened by governments for their work, such as Bahey eldin Hassan in Egypt. Bahey is the director of the Cairo Institute for Human Rights Studies (CIHRS) and has advocated for freedom of expression and the basic human rights of Egyptians, but has lived in exile since 2014. The charges against him, of “disseminating false information” and “insulting the judiciary,” are common tactics of intimidation and harassment. Bahey’s supposed crimes were sharing social media posts criticising the Egyptian judiciary’s lack of independence, and speaking about the killing in Egypt of Italian researcher Giulio Regeni. Bahey—an IFEX member—is just one of many reporters and human rights workers in danger when they speak. But when journalists and those defending their rights online speak out as one voice, as IFEX helps them do, it makes a difference. 

Another initiative has been the Faces of Free Expression project, a partnership between IFEX and the International Free Expression Project. If you’re looking for more heroes, this project details the stories of “risk-takers and change-makers – individuals who put their careers, their freedom, their safety, and sometimes even their lives on the line,” while reporting, or defending free expression and the right to information. 

Wherever authoritarianism and repression of speech have been on the rise, Game has unapologetically called out injustices and made it safer for journalists to do their work, while ensuring accountability when crimes are committed. The work is more critical now than ever, and since leaving IFEX in 2022, she’s remained an activist while focusing increasingly on environmental protection. 

Twelve More Heroes 

EFF has honored many more women with awards over the years—from Anita Borg and Hedy Lamarr to Amy Goodman and Beth Givens. This blog from 2012 looks back and acknowledges the important contributions from twelve more EFF Award winners. 

We’ve also asked five women at EFF about women in digital rights, freedom of expression, technology, and tech activism who have inspired us. You can read that here.

Donate to Support EFF's Work

Your donations empower EFF to do even more.

For the last hundred years, women have had pivotal and far too often unsung roles in building and shaping the technology that we now use every day. Many have heard of Ada Lovelace’s contributions to computer programming, but far fewer know Mary Allen Wilkes, a prominent modern programmer who wrote much of the software for the LINC, one of the world’s first interactive personal computers (it could fit in a single office and cost $40,000, but it was the 60’s). Decades earlier, when the first all-electronic, digital Eniac computer was built in the 40’s, the “software” for it was written by women: Kathleen McNulty, Jean Jennings, Betty Snyder, Marlyn Wescoff, Frances Bilas and Ruth Lichterman. 

It’s thankfully become more common knowledge that actor and inventor Hedy Lamarr co-created the concept of "frequency-hopping" that became a basis for radio systems from cell phones to wireless networking systems. But too few know Laila Ohlgren, who in the 1970’s solved a major problem with the development of mobile networks and phones by recognizing that dialed numbers could be stored and sent all at once with a “call button,” rather than sent one number at a time, which created connection issues before a call was even made. 

Women in tech deserve more and brighter spotlights. At EFF, we’ve had the honor of celebrating some of our heroes at our annual EFF Awards, including many women who are leading the digital rights community. For International Women’s Day, we’re highlighting the contributions of just a few of these recipients from the last decade, whose work to protect privacy, speech, and creativity online has had a global impact.

Carolina Botero (EFF Award Winner, 2024) 

Carolina Botero is a leader in the fight for digital rights in Latin America. For over a decade, she led the Colombia-based Karisma Foundation and cultivated its regional and international impact. Botero and Karisma helped connect indigenous peoples to the internet and made it possible to contribute content to Wikipedia in their native language, expanding access to both history and modern information. They built alliances to combat disinformation, pushed for legal tools to protect cultural and heritage institutions from digital blackholes, and were, and remain, a necessary voice speaking for human rights in the online world. EFF worked closely with Karisma and Botero to help free Colombian graduate student Diego Gomez, who shared another student’s Master’s thesis with colleagues over the internet. Diego’s story demonstrates what can go wrong when nations enact severe penalties for copyright infringement, and thanks to work from Karisma, many partners, and many EFF supporters, he was cleared of the criminal charges that he faced for this harmless act of sharing scholarly research.

Carolina Botero receiving her EFF Award

Botero stepped down from the role in 2024, opening the door for a new generation. While her work continues—she’s currently on the advisory board of CELE, the Centro de Estudios en Libertad de Expresión—her EFF Award was well-deserved based on her strong and inspiring legacy for those in Latin America and beyond who advocate for a digital world that enhances rights and empowers the powerless. Learn more about Botero on her EFF Awards page and the recap of the 2024 event. 

Chelsea Manning (EFF Award Winner, 2017)

Chelsea Manning became famous as a whistleblower: In 2010, she disclosed classified Iraq War documents, including a video of the killings of Iraqi civilians and two Reuters reporters by U.S. troops. These documents exposed aspects of U.S. operations in Iraq and Afghanistan that infuriated the public and embarrassed the government. But she is also a transparency and transgender rights advocate, network security expert, author, and former U.S. Army intelligence analyst. 

Manning joined the military in 2007. Her role as an intelligence analyst to an Army unit in Iraq in 2009 gave her access to classified databases, but more importantly, it gave her a uniquely comprehensive view of the war in Iraq, and she became increasingly disillusioned and frustrated by what she saw, versus what was being shared. In 2010, she approached major news outlets hoping to give information to them that would reveal a new side of the war to the public. Ultimately, she shared the documents with Wikileaks. 

Manning’s bravery did not end there. When she was arrested a few months later, she endured "cruel, inhuman and degrading" treatment, according to the UN Special Rapporteur on torture. She was locked up alone for 23 hours a day over an 11-month period, before her trial. The mistreatment resulted in public outcry and advocacy by organizations like Amnesty International. Even a State Department spokesperson, Philip Crowley, criticized the treatment as "ridiculous, counterproductive, and stupid," and resigned. She was moved to a medium-security facility in April 2011. 

The government’s charges against Manning were outrageous, but in 2013 she was convicted of 19 of 22 counts as a result of her whistleblowing activities. She became one of fewerthan a dozen people prosecuted for espionage in the entire history of the United States, and she was sentenced to the longest punishment ever imposed on a whistleblower. Then, the day after her conviction, isolated from her community and in all likelihood expecting to remain in prison for years if not decades, she courageously issued a statement identifying herself as a trans woman, which she’d wanted to reveal for years. 

Over the next several years, while imprisoned, she became an advocate both for government transparency and for transgender rights. Her conviction and sentence pointed to the need for legal reform of both the Computer Fraud and Abuse Act (CFAA) and the Espionage Act.  EFF filed an amicus brief to the U.S. Army Court of Criminal Appeals arguing that the CFAA was never meant to criminalize violations of private policies like those of government systems, and EFF also pushed, and continues to fight for, narrower interpretations of the Espionage Act and stronger protections for whistleblowers, particularly to take into account both the motivation of individuals who pass on documents and the disclosure’s ramifications. 

Even after President Obama commuted her sentence in 2017, and EFF celebrated her work and her release with an EFF award in September, 2017, her fight wasn’t over. She was imprisoned again twice in 2019 and ultimately fined $256,000 for refusing to testify before grand juries investigating WikiLeaks founder Julian Assange. The U.N. Special Rapporteur on torture again criticized Manning’s treatment, writing that "the practice of coercive detention appears to be incompatible with the international human rights obligations of the United States." 

Manning was released in 2020 after having spent almost a decade in total imprisoned for her courage. She wrote a memoir, README.txt, in 2022, to take back control over her story.

EFF Award Winners Mike Masnick, Annie Game, and Chelsea Manning

Annie Game (EFF Award Winner, 2017)

Annie Game spent over 16 years as the Executive Director of IFEX, a global network of journalism and civil liberties organizations working together to defend freedom of expression.  IFEX (formerly International Freedom of Expression Exchange) began in the 1990s, when a group of organizations and the Canadian Committee to Protect Journalists came together to consider how to respond as a single voice to free-expression violations around the world. IFEX now is a global hub for the protection of free speech and journalism. 

Game recognized early on that digital rights and freedom of expression groups needed one another. Under her leadership, IFEX paired more traditional free-expression organizations with their more digital counterparts, with a focus on building organizational security capacities. IFEX Initiatives under Game’s leadership have been expansive. For example, the International Day to End Impunity for Crimes against Journalists, November 2, has been an annual wake-up call and reminder for UN member states to live up to their commitments to protecting journalists. UNESCO observed more than 1,700 journalists were killed globally between 2006 and 2024, and nearly 90% of these cases went unsolved in the courts. 

Game and IFEX have also focused on high-profile cases of journalists threatened by governments for their work, such as Bahey eldin Hassan in Egypt. Bahey is the director of the Cairo Institute for Human Rights Studies (CIHRS) and has advocated for freedom of expression and the basic human rights of Egyptians, but has lived in exile since 2014. The charges against him, of “disseminating false information” and “insulting the judiciary,” are common tactics of intimidation and harassment. Bahey’s supposed crimes were sharing social media posts criticising the Egyptian judiciary’s lack of independence, and speaking about the killing in Egypt of Italian researcher Giulio Regeni. Bahey—an IFEX member—is just one of many reporters and human rights workers in danger when they speak. But when journalists and those defending their rights online speak out as one voice, as IFEX helps them do, it makes a difference. 

Another initiative has been the Faces of Free Expression project, a partnership between IFEX and the International Free Expression Project. If you’re looking for more heroes, this project details the stories of “risk-takers and change-makers – individuals who put their careers, their freedom, their safety, and sometimes even their lives on the line,” while reporting, or defending free expression and the right to information. 

Wherever authoritarianism and repression of speech have been on the rise, Game has unapologetically called out injustices and made it safer for journalists to do their work, while ensuring accountability when crimes are committed. The work is more critical now than ever, and since leaving IFEX in 2022, she’s remained an activist while focusing increasingly on environmental protection. 

Twelve More Heroes 

EFF has honored many more women with awards over the years—from Anita Borg and Hedy Lamarr to Amy Goodman and Beth Givens. This blog from 2012 looks back and acknowledges the important contributions from twelve more EFF Award winners. 

We’ve also asked five women at EFF about women in digital rights, freedom of expression, technology, and tech activism who have inspired us. You can read that here.

Donate to Support EFF's Work

Your donations empower EFF to do even more.

In honor of International Women’s Day, we asked five women at EFF about women in digital rights, freedom of expression, technology, and tech activism who have inspired us.  

Anna Politkovskaya 

Jillian York, Activist 
This International Women’s Day, I want to honor the memory of Anna Politkovskaya, the Russian investigative journalist who relentlessly exposed political and social abuses, endured harassment and violence for her work, and was ultimately killed for telling the truth. I had just started my career when I learned of her death, and it forced me to confront that freedom of expression isn’t an abstract principle but rather something people risk—and sometimes lose—their lives for. 

Her story reminds me that journalism at its best is an act of moral courage, not just a profession. In the face of threats, poison, and relentless pressure to stay silent, she chose to continue writing about what she saw, insisting that ordinary people’s lives were worth the world’s attention. She refused to compromise with power, even when she knew it could cost her life. To me, defending freedom of expression means defending those like Anna who bear witness to injustice, prioritize truth, and hold power to account for those whose voices are silenced.  

Cindy Cohn 

Corynne McSherry, Legal Director 
There are so many women who have shaped tech history–most of whom are still unsung heroes—that it’s hard to single out just one. But it’s easier this year because it’s a chance to celebrate my boss, Cindy Cohn, before she leaves EFF for her next adventure.  

Cindy has been fighting for our digital rights for 30 years. leading EFF’s legal work and eventually the whole organization. She helped courts understand that code is speech deserving of constitutional protections at a time when many judges weren’t entirely sure what code even was. She led the fight against NSA spying, and even though outdated and ill-fitting doctrines like the state secrets privilege prevented courts from ruling on the obvious unconstitutionality of the NSA’s mass surveillance program, the fight itself led to real reforms that have expanded over time.   

I’ve worked closely with her for much of her EFF career, starting in 2005 when we sued Sony for installing spyware in millions of computers, and I’ve seen firsthand her work as a visionary lawyer, outstanding writer, and tireless champion for user privacy, free expression, and innovation. She’s also warm and funny, with the biggest heart in the world, and I’m proud to call her a friend as well as a mentor.  

Jane

Sarah Hamid, Activist 
When talking about women in tech, we usually mean founders, engineers, and executives. But just as important are the women who quietly built the practices that underpin today’s movement security culture. 

For as long as social movements have organized in the shadow of state surveillance, women have been designing the protocols, mutual aid networks, and information flows that keep people alive. Those threats feel ever-escalating: fusion‑center monitoring of protests, federal agencies infiltrating and subpoenaing encrypted Signal and social media chats, prosecutors mining search histories.  

In the late 1960s and early 1970s, the underground Jane abortion counseling service—formally the Abortion Counseling Service of Women’s Liberation—built what we would now recognize as a feminist infosec project for abortion access. Jane connected an estimated 11,000 people with safer abortions before Roe v. Wade, using a single public phone number—“Call Jane”—paired with code names, compartmentalized roles, and minimal records so no one person held the full story of who needed care, who was providing it, and where. When Chicago police raided the collective in 1972, members destroyed their index‑card files rather than let them become a ready‑made map of patients and helpers—an analog secure‑deletion choice that should feel familiar to anyone who has ever wiped a phone or locked down a shared drive. 

The lesson we should take from Jane is a set of principles that still hold in our encrypted‑but‑insecure present: Collect less, separate what you do collect, and be ready to burn the file box. When a search query, a location ping, or a solidarity post can become evidence, treating information as both lifeline and liability is not paranoia—it is care work.  

Ebele Okobi

Babette Ngene, Director of Public Interest Technology 
In the winter of 2013, I had just landed my first job at the intersection of tech and human rights, working for a prominent nonprofit and I was encouraged to attend regular tech and policy events around town. One such event on internet governance was happening at George Washington Universit,  focusing on multistakeholder engagement on internet policy and governance issues, with companies, nonprofits, and government representatives in attendance. I was inexperienced with these topics, and I’ll admit I was a bit intimidated. 

Then I saw her. She was the only woman on the opening panel, an African woman, an accomplished woman. Not only was she a respected lawyer at Yahoo at the time, but her impressive background, presence, and confident speaking style immediately inspired me. She made me feel like I, too, belonged in that room and could become a powerful voice. 

Ebele Okobi would go on to become one of the most powerful and respected voices in the tech and human rights space, known for her advocacy for digital rights and responsible innovation across Africa and the broader global majority during her tenure at Facebook. Beyond her corporate advocacy, Ebele has consistently championed ethical technology and social justice. She embodies the leadership qualities I value most: empathy, speaking truth to power, integrity, and authenticity. 

I remain in the tech and human rights space because I saw her, because seeing her made me feel seen. Representation truly does matter.  

Ada Lovelace 

Allison Morris, Chief Development Director 
I’m not a lawyer, activist, or technologist; I’m a fundraiser and a lover of stories. And what storyteller at EFF couldn’t help but love Ada Lovelace? The daughter of Lord Byron – the human embodiment of Romanticism – Ada was an innovator in math and science and, ultimately, the writer of the first computer program.  

Lovelace saw the potential in Charles Babbage’s theoretical General Purpose Computer (which was never actually built) and created the foundations of modern computing long before the digital age. In creating the first computer code, Lovelace took Babbage’s concept of a machine that could perform mathematical calculations and realized that it could manipulate symbols as well as numbers. 

Given the expectations of women in her time and the controversy of what work should be attributed to Lovelace as opposed to the man she often worked with, I can’t help but be inspired by her story.  

Donate to Support EFF's Work

Your donations empower EFF to do even more.

Women in tech deserve more and brighter spotlights. At EFF, we’ve had the honor of celebrating some of our heroes at our annual EFF Awards, including many women who are leading the digital rights community. For International Women’s Day, we also highlighted the contributions of just a few of these recipients from the last decade, whose work to protect privacy, speech, and creativity online has had a global impact.

In honor of International Women’s Day, we asked five women at EFF about women in digital rights, freedom of expression, technology, and tech activism who have inspired us.  

Anna Politkovskaya 

Jillian York, Activist 
This International Women’s Day, I want to honor the memory of Anna Politkovskaya, the Russian investigative journalist who relentlessly exposed political and social abuses, endured harassment and violence for her work, and was ultimately killed for telling the truth. I had just started my career when I learned of her death, and it forced me to confront that freedom of expression isn’t an abstract principle but rather something people risk—and sometimes lose—their lives for. 

Her story reminds me that journalism at its best is an act of moral courage, not just a profession. In the face of threats, poison, and relentless pressure to stay silent, she chose to continue writing about what she saw, insisting that ordinary people’s lives were worth the world’s attention. She refused to compromise with power, even when she knew it could cost her life. To me, defending freedom of expression means defending those like Anna who bear witness to injustice, prioritize truth, and hold power to account for those whose voices are silenced.  

Cindy Cohn 

Corynne McSherry, Legal Director 
There are so many women who have shaped tech history–most of whom are still unsung heroes—that it’s hard to single out just one. But it’s easier this year because it’s a chance to celebrate my boss, Cindy Cohn, before she leaves EFF for her next adventure.  

Cindy has been fighting for our digital rights for 30 years. leading EFF’s legal work and eventually the whole organization. She helped courts understand that code is speech deserving of constitutional protections at a time when many judges weren’t entirely sure what code even was. She led the fight against NSA spying, and even though outdated and ill-fitting doctrines like the state secrets privilege prevented courts from ruling on the obvious unconstitutionality of the NSA’s mass surveillance program, the fight itself led to real reforms that have expanded over time.   

I’ve worked closely with her for much of her EFF career, starting in 2005 when we sued Sony for installing spyware in millions of computers, and I’ve seen firsthand her work as a visionary lawyer, outstanding writer, and tireless champion for user privacy, free expression, and innovation. She’s also warm and funny, with the biggest heart in the world, and I’m proud to call her a friend as well as a mentor.  

Jane

Sarah Hamid, Activist 
When talking about women in tech, we usually mean founders, engineers, and executives. But just as important are the women who quietly built the practices that underpin today’s movement security culture. 

For as long as social movements have organized in the shadow of state surveillance, women have been designing the protocols, mutual aid networks, and information flows that keep people alive. Those threats feel ever-escalating: fusion‑center monitoring of protests, federal agencies infiltrating and subpoenaing encrypted Signal and social media chats, prosecutors mining search histories.  

In the late 1960s and early 1970s, the underground Jane abortion counseling service—formally the Abortion Counseling Service of Women’s Liberation—built what we would now recognize as a feminist infosec project for abortion access. Jane connected an estimated 11,000 people with safer abortions before Roe v. Wade, using a single public phone number—“Call Jane”—paired with code names, compartmentalized roles, and minimal records so no one person held the full story of who needed care, who was providing it, and where. When Chicago police raided the collective in 1972, members destroyed their index‑card files rather than let them become a ready‑made map of patients and helpers—an analog secure‑deletion choice that should feel familiar to anyone who has ever wiped a phone or locked down a shared drive. 

The lesson we should take from Jane is a set of principles that still hold in our encrypted‑but‑insecure present: Collect less, separate what you do collect, and be ready to burn the file box. When a search query, a location ping, or a solidarity post can become evidence, treating information as both lifeline and liability is not paranoia—it is care work.  

Ebele Okobi

Babette Ngene, Director of Public Interest Technology 
In the winter of 2013, I had just landed my first job at the intersection of tech and human rights, working for a prominent nonprofit and I was encouraged to attend regular tech and policy events around town. One such event on internet governance was happening at George Washington Universit,  focusing on multistakeholder engagement on internet policy and governance issues, with companies, nonprofits, and government representatives in attendance. I was inexperienced with these topics, and I’ll admit I was a bit intimidated. 

Then I saw her. She was the only woman on the opening panel, an African woman, an accomplished woman. Not only was she a respected lawyer at Yahoo at the time, but her impressive background, presence, and confident speaking style immediately inspired me. She made me feel like I, too, belonged in that room and could become a powerful voice. 

Ebele Okobi would go on to become one of the most powerful and respected voices in the tech and human rights space, known for her advocacy for digital rights and responsible innovation across Africa and the broader global majority during her tenure at Facebook. Beyond her corporate advocacy, Ebele has consistently championed ethical technology and social justice. She embodies the leadership qualities I value most: empathy, speaking truth to power, integrity, and authenticity. 

I remain in the tech and human rights space because I saw her, because seeing her made me feel seen. Representation truly does matter.  

Ada Lovelace 

Allison Morris, Chief Development Director 
I’m not a lawyer, activist, or technologist; I’m a fundraiser and a lover of stories. And what storyteller at EFF couldn’t help but love Ada Lovelace? The daughter of Lord Byron – the human embodiment of Romanticism – Ada was an innovator in math and science and, ultimately, the writer of the first computer program.  

Lovelace saw the potential in Charles Babbage’s theoretical General Purpose Computer (which was never actually built) and created the foundations of modern computing long before the digital age. In creating the first computer code, Lovelace took Babbage’s concept of a machine that could perform mathematical calculations and realized that it could manipulate symbols as well as numbers. 

Given the expectations of women in her time and the controversy of what work should be attributed to Lovelace as opposed to the man she often worked with, I can’t help but be inspired by her story.  

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Women in tech deserve more and brighter spotlights. At EFF, we’ve had the honor of celebrating some of our heroes at our annual EFF Awards, including many women who are leading the digital rights community. For International Women’s Day, we also highlighted the contributions of just a few of these recipients from the last decade, whose work to protect privacy, speech, and creativity online has had a global impact.