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Lawyers in landmark climate case get $3M in legal fees
California tightens carbon market to get deeper emissions cuts
40 Democrats file motion in last-gasp effort to save green bank grants
Vermont backtracks on energy code amid housing crunch
EU vows to deliver delayed 2035 climate target before COP30
How Macron joined the climate bad guys club
Global water cycle ‘erratic’ in 2024, leading to floods, drought
In coastal Ghana, female oyster farmers try to save an old practice
China says it wants to protect coral reefs. Experts have doubts.
What does the future hold for generative AI?
When OpenAI introduced ChatGPT to the world in 2022, it brought generative artificial intelligence into the mainstream and started a snowball effect that led to its rapid integration into industry, scientific research, health care, and the everyday lives of people who use the technology.
What comes next for this powerful but imperfect tool?
With that question in mind, hundreds of researchers, business leaders, educators, and students gathered at MIT’s Kresge Auditorium for the inaugural MIT Generative AI Impact Consortium (MGAIC) Symposium on Sept. 17 to share insights and discuss the potential future of generative AI.
“This is a pivotal moment — generative AI is moving fast. It is our job to make sure that, as the technology keeps advancing, our collective wisdom keeps pace,” said MIT Provost Anantha Chandrakasan to kick off this first symposium of the MGAIC, a consortium of industry leaders and MIT researchers launched in February to harness the power of generative AI for the good of society.
Underscoring the critical need for this collaborative effort, MIT President Sally Kornbluth said that the world is counting on faculty, researchers, and business leaders like those in MGAIC to tackle the technological and ethical challenges of generative AI as the technology advances.
“Part of MIT’s responsibility is to keep these advances coming for the world. … How can we manage the magic [of generative AI] so that all of us can confidently rely on it for critical applications in the real world?” Kornbluth said.
To keynote speaker Yann LeCun, chief AI scientist at Meta, the most exciting and significant advances in generative AI will most likely not come from continued improvements or expansions of large language models like Llama, GPT, and Claude. Through training, these enormous generative models learn patterns in huge datasets to produce new outputs.
Instead, LuCun and others are working on the development of “world models” that learn the same way an infant does — by seeing and interacting with the world around them through sensory input.
“A 4-year-old has seen as much data through vision as the largest LLM. … The world model is going to become the key component of future AI systems,” he said.
A robot with this type of world model could learn to complete a new task on its own with no training. LeCun sees world models as the best approach for companies to make robots smart enough to be generally useful in the real world.
But even if future generative AI systems do get smarter and more human-like through the incorporation of world models, LeCun doesn’t worry about robots escaping from human control.
Scientists and engineers will need to design guardrails to keep future AI systems on track, but as a society, we have already been doing this for millennia by designing rules to align human behavior with the common good, he said.
“We are going to have to design these guardrails, but by construction, the system will not be able to escape those guardrails,” LeCun said.
Keynote speaker Tye Brady, chief technologist at Amazon Robotics, also discussed how generative AI could impact the future of robotics.
For instance, Amazon has already incorporated generative AI technology into many of its warehouses to optimize how robots travel and move material to streamline order processing.
He expects many future innovations will focus on the use of generative AI in collaborative robotics by building machines that allow humans to become more efficient.
“GenAI is probably the most impactful technology I have witnessed throughout my whole robotics career,” he said.
Other presenters and panelists discussed the impacts of generative AI in businesses, from largescale enterprises like Coca-Cola and Analog Devices to startups like health care AI company Abridge.
Several MIT faculty members also spoke about their latest research projects, including the use of AI to reduce noise in ecological image data, designing new AI systems that mitigate bias and hallucinations, and enabling LLMs to learn more about the visual world.
After a day spent exploring new generative AI technology and discussing its implications for the future, MGAIC faculty co-lead Vivek Farias, the Patrick J. McGovern Professor at MIT Sloan School of Management, said he hoped attendees left with “a sense of possibility, and urgency to make that possibility real.”
Emerging risks along Arctic coastlines
Nature Climate Change, Published online: 19 September 2025; doi:10.1038/s41558-025-02441-8
Nearly one-third of the global shoreline is in the Arctic, a region undergoing some of the most rapid warming and substantial environmental transitions due to climate change. While Arctic research has largely focused on terrestrial and open-ocean systems, there is now an urgent need to focus on the unique challenges associated with changing coastal ecosystems.Progress and future directions in constraining uncertainties in sea-level projections using observations
Nature Climate Change, Published online: 19 September 2025; doi:10.1038/s41558-025-02437-4
Sea-level rise poses a substantial risk to coastal communities and economies, thus accurate predictions are needed to enable planning and adaptation. This Perspective provides an overview of uncertainties in model projections of sea-level rise, and how observations can be used to reduce these.The promise and limitations of using GenAI to reduce climate scepticism
Nature Climate Change, Published online: 19 September 2025; doi:10.1038/s41558-025-02425-8
ChatGPT provides a way of teaching people about climate change. This research reveals that conversations between climate sceptics and ChatGPT reduced climate scepticism, but these effects are modest, inconsistent across studies and prone to decay over time.Shining a Spotlight on Digital Rights Heroes: EFF Awards 2025
It's been a year full of challenges, but also important victories for digital freedoms. From EFF’s new lawsuit against OPM and DOGE, to launching Rayhunter (our new tool to detect cellular spying), to exposing the censorship of abortion-related content on social media, we’ve been busy! But we’re not the only ones leading the charge.
On September 10 in San Francisco, we presented the annual EFF Awards to three courageous honorees who are pushing back against unlawful surveillance, championing data privacy, and advancing civil liberties online. This year’s awards went to Just Futures Law, Erie Meyer, and the Software Freedom Law Center, India.
If you missed the celebration in person, you can still watch it live! The full event is posted on YouTube and the Internet Archive, and a transcript of the live captions is also available.
SEE THE EFF AWARDS CEREMONY ON YOUTUBE
Looking Back, Looking AheadEFF Executive Director Cindy Cohn opened the evening by reflecting on our victories this past year and reiterated how vital EFF’s mission to protect privacy and free speech is today. She also announced her upcoming departure as Executive Director after a decade in the role (and over 25 years of involvement with EFF!). No need to be too sentimental—Cindy isn’t going far. As we like to say: you can check out at any time, but you never really leave the fight.
Cindy then welcomed one of EFF’s founders, Mitch Kapor, who joked that he had been “brought out of cold storage” for the occasion. Mitch recalled EFF’s early days, when no one knew exactly how constitutional rights would interact with emerging technologies—but everyone understood the stakes. “We understood that the matter of digital rights were very important,” he reflected. And history has proven them right.
Honoring Defenders of Digital FreedomThe first award of the night, the EFF Award for Defending Digital Freedoms, went to the Software Freedom Law Center, India (SFLC.IN). Presenting the award, EFF Civil Liberties Director David Greene emphasized the importance of international partners like SFLC.IN, whose local perspectives enrich and strengthen EFF’s own work.
SFLC.IN is at the forefront of digital rights in India—challenging internet shutdowns, tracking violations of free expression with their Free Speech Tracker, and training lawyers across the country. Accepting the award, SFLC.IN founder Mishi Choudhary reminded us: “These freedoms are not abstract. They are fought for every day by people, by organizations, and by movements.”
SFLC.IN founder Mishi Choudhary accepts the EFF Award for Defending Digital Freedoms
Next, EFF Staff Attorney Mario Trujillo introduced the winner of the EFF Award for Protecting Americans’ Data, Erie Meyer. Erie has served as CTO of the Federal Trade Commission and Consumer Financial Protection Bureau, and was a founding member of the U.S. Digital Service. Today, she continues to fight for better government technology and safeguards for sensitive data.
In her remarks, Erie underscored the urgency of protecting personal data at scale: “We need to protect people’s data the same way we protect this country from national security risks. What’s happening right now is like all the data breaches in history rolled into one. ‘Trust me, bro’ is not a way to handle 550 million Americans’ data.”
Erie Meyer accepts the EFF Award for Protecting Americans’ Data
Finally, EFF General Counsel Jennifer Lynch introduced the EFF Award for Leading Immigration and Surveillance Litigation, presented to Just Futures Law. Co-founder and Executive Director Paromita Shah accepted on behalf of the organization, which works to challenge the ways surveillance disproportionately harms people of color in the U.S.
“For years, corporations and law enforcement—including ICE—have been testing the legal limits of their tools on communities of color,” Paromita said in her speech. Just Futures Law has fought back, suing the Department of Homeland Security to reveal its use of AI, and defending activists against surveillance technologies like Clearview AI.
Just Futures Law Executive Director Paromita Shah accepted the EFF Award for Leading Immigration and Surveillance Litigation
Carrying the Work ForwardWe’re honored to shine a spotlight on these award winners, who are doing truly fearless and essential work to protect online privacy and free expression. Their courage reminds us that the fight for civil liberties will be won when we work together—across borders, communities, and movements.
Join the fight and donate today
A heartfelt thank you to all of the EFF members worldwide who make this work possible. Public support is what allows us to push for a better internet. If you’d like to join the fight, consider becoming an EFF member—you’ll receive special gear as our thanks, and you’ll help power the digital freedom movement.
And finally, special thanks to the sponsor of this year’s EFF Awards: Electric Capital.
Catch Up From the EventReminder that if you missed the event, you can watch the live recording on our YouTube and the Internet Archive. Plus, a special thank you to our photographers, Alex Schoenfeldt and Carolina Kroon. You can see some of our favorite group photos that were taken during the event, and photos of the awardees with their trophies.
Meet the 2025 tenured professors in the School of Humanities, Arts, and Social Sciences
In 2025, six faculty were granted tenure in the MIT School of Humanities, Arts, and Social Sciences.
Sara Brown is an associate professor in the Music and Theater Arts Section. She develops stage designs for theater, opera, and dance by approaching the scenographic space as a catalyst for collective imagination. Her work is rooted in curiosity and interdisciplinary collaboration, and spans virtual environments, immersive performance installations, and evocative stage landscapes. Her recent projects include “Carousel” at the Boston Lyric Opera; the virtual dance performance “The Other Shore” at the Massachusetts Museum of Contemporary Art and Jacob’s Pillow; and “The Lehman Trilogy” at the Huntington Theatre Company. Her upcoming co-directed work, “Circlusion,” takes place within a fully immersive inflatable space and reimagines the female body’s response to power and violence. Her designs have been seen at the BAM Next Wave Festival in New York, the Festival d’Automne in Paris, and the American Repertory Theater in Cambridge.
Naoki Egami is a professor in the Department of Political Science. He is also a faculty affiliate of the MIT Institute for Data, Systems, and Society. Egami specializes in political methodology and develops statistical methods for questions in political science and the social sciences. His current research programs focus on three areas: external validity and generalizability; machine learning and AI for the social sciences; and causal inference with network and spatial data. His work has appeared in various academic journals in political science, statistics, and computer science, such as American Political Science Review, American Journal of Political Science, Journal of the American Statistical Association, Journal of the Royal Statistical Society (Series B), NeurIPS, and Science Advances. Before joining MIT, Egami was an assistant professor at Columbia University. He received a PhD from Princeton University (2020) and a BA from the University of Tokyo (2015).
Rachel Fraser is an associate professor in the Department of Linguistics and Philosophy. Before coming to MIT, Fraser taught at the University of Oxford, where she also completed her graduate work in philosophy. She has interests in epistemology, language, feminism, aesthetics, and political philosophy. At present, her main project is a book manuscript on the epistemology of narrative.
Brian Hedden PhD ’12 is a professor in the Department of Linguistics and Philosophy, with a shared appointment in the MIT Schwarzman College of Computing in the Department of Electrical Engineering and Computer Science. His research focuses on how we ought to form beliefs and make decisions. He works in epistemology, decision theory, and ethics, including ethics of AI. He is the author of “Reasons without Persons: Rationality, Identity, and Time” (Oxford University Press, 2015) and articles on topics including collective action problems, legal standards of proof, algorithmic fairness, and political polarization, among others. Prior to joining MIT, he was a faculty member at the Australian National University and the University of Sydney, and a junior research fellow at Oxford. He received his BA From Princeton University in 2006 and his PhD from MIT in 2012.
Viola Schmitt is an associate professor in the Department of Linguistics and Philosophy. She is a linguist with a special interest in semantics. Much of her work focuses on trying to understand general constraints on human language meaning; that is, the principles regulating which meanings can be expressed by human languages and how languages can package meaning. Variants of this question were also central to grants she received from the Austrian and German research foundations. She earned her PhD in linguistics from the University of Vienna and worked as a postdoc and/or lecturer at the Universities of Vienna, Graz, Göttingen, and at the University of California at Los Angeles. Her most recent position was as a junior professor at Humboldt University in Berlin.
Miguel Zenón is an associate professor in the Music and Theater Arts Section. The Puerto Rican alto saxophonist, composer, band leader, music producer, and educator is a Grammy Award winner, the recipient of a Guggenheim Fellowship, a MacArthur Fellowship, and a Doris Duke Artist Award. He also holds an honorary doctorate degree in the arts from Universidad del Sagrado Corazón. Zenón has released 18 albums as a band leader and collaborated with some of the great musicians and ensembles of his time. As a composer, Zenón has been commissioned by Chamber Music America, Logan Center for The Arts, The Hyde Park Jazz Festival, Miller Theater, The Hewlett Foundation, Peak Performances, and many of his peers. Zenón has given hundreds of lectures and master classes at institutions all over the world, and in 2011 he founded Caravana Cultural — a program that presents jazz concerts free of charge in rural areas of Puerto Rico.
EFF, ACLU to SFPD: Stop Illegally Sharing Data With ICE and Anti-Abortion States
The San Francisco Police Department is the latest California law enforcement agency to get caught sharing automated license plate reader (ALPR) data with out-of-state and federal agencies. EFF and the ACLU of Northern California are calling them out for this direct violation of California law, which has put every driver in the city at risk and is especially dangerous for immigrants, abortion seekers, and other targets of the federal government.
This week, we sent the San Francisco Police Department a demand letter and request for records under the city’s Sunshine Ordinance following the SF Standard’s recent report that SFPD provided non-California agencies direct access to the city’s ALPR database. Reporters uncovered that at least 19 searches run by these agencies were marked as related to U.S. Immigration and Customs Enforcement (“ICE”). The city’s ALPR database was also searched by law enforcement agencies from Georgia and Texas, both states with severe restrictions on reproductive healthcare.
ALPRs are cameras that capture the movements of vehicles and upload the location of the vehicles to a searchable, shareable database. It is a mass surveillance technology that collects data indiscriminately on every vehicle on the road. As of September 2025, SFPD operates 415 ALPR cameras purchased from the company Flock Safety.
Since 2016, sharing ALPR data with out-of-state or federal agencies—for any reason—violates California law (SB 34). If this data is shared for the purpose of assisting with immigration enforcement, agencies violate an additional California law (SB 54).
In total, the SF Standard found that SFPD had allowed out-of-state cops to run 1.6 million searches of their data. “This sharing violated state law, as well as exposed sensitive driver location information to misuse by the federal government and by states that lack California’s robust privacy protections,” the letter explained.
EFF and ACLU are urging SFPD to launch a thorough audit of its ALPR database, institute new protocols for compliance, and assess penalties and sanctions for any employee found to be sharing ALPR information out of state.
“Your office reportedly claims that agencies outside of California are no longer able to access the SFPD ALPR database,” the letter says. “However, your office has not explained how outside agencies obtained access in the first place or how you plan to prevent future violations of SB 34 and 54.”
As we’ve demonstrated over and over again, many California agencies continue to ignore these laws, exposing sensitive location information to misuse and putting entire communities at risk. As federal agencies continue to carry out violent ICE raids, and many states enforce harsh, draconian restrictions on abortion, ALPR technology is already being used to target and surveil immigrants and abortion seekers. California agencies, including SFPD, have an obligation to protect the rights of Californians, even when those rights are not recognized by other states or the federal government.
See the full letter here: https://www.eff.org/files/2025/09/17/aclu_and_eff_letter_to_sfpd_9.16.2025-1.pdf
Inflammation jolts “sleeping” cancer cells awake, enabling them to multiply again
Cancer cells have one relentless goal: to grow and divide. While most stick together within the original tumor, some rogue cells break away to traverse to distant organs. There, they can lie dormant — undetectable and not dividing — for years, like landmines waiting to go off.
This migration of cancer cells, called metastasis, is especially common in breast cancer. For many patients, the disease can return months — or even decades — after initial treatment, this time in an entirely different organ.
Robert Weinberg, the Daniel K. Ludwig Professor for Cancer Research at MIT and a Whitehead Institute for Biomedical Research founding member, has spent decades unraveling the complex biology of metastasis and pursuing research that could improve survival rates among patients with metastatic breast cancer — or prevent metastasis altogether.
In his latest study, Weinberg, postdoc Jingwei Zhang, and colleagues ask a critical question: What causes these dormant cancer cells to erupt into a frenzy of growth and division? The group’s findings, published Sept. 1 in The Proceedings of the National Academy of Sciences (PNAS), point to a unique culprit.
This awakening of dormant cancer cells, they’ve discovered, isn’t a spontaneous process. Instead, the wake-up call comes from the inflamed tissue surrounding the cells. One trigger for this inflammation is bleomycin, a common chemotherapy drug that can scar and thicken lung tissue.
“The inflammation jolts the dormant cancer cells awake,” Weinberg says. “Once awakened, they start multiplying again, seeding new life-threatening tumors in the body.”
Decoding metastasis
There’s a lot that scientists still don’t know about metastasis, but this much is clear: Cancer cells must undergo a long and arduous journey to achieve it. The first step is to break away from their neighbors within the original tumor.
Normally, cells stick to one another using surface proteins that act as molecular “velcro,” but some cancer cells can acquire genetic changes that disrupt the production of these proteins and make them more mobile and invasive, allowing them to detach from the parent tumor.
Once detached, they can penetrate blood vessels and lymphatic channels, which act as highways to distant organs.
While most cancer cells die at some point during this journey, a few persist. These cells exit the bloodstream and invade different tissues—lungs, liver, bone, and even the brain — to give birth to new, often more-aggressive tumors.
“Almost 90 percent of cancer-related deaths occur not from the original tumor, but when cancer cells spread to other parts of the body,” says Weinberg. “This is why it’s so important to understand how these ‘sleeping’ cancer cells can wake up and start growing again.”
Setting up shop in new tissue comes with changes in surroundings — the “tumor microenvironment” — to which the cancer cells may not be well-suited. These cells face constant threats, including detection and attack by the immune system.
To survive, they often enter a protective state of dormancy that puts a pause on growth and division. This dormant state also makes them resistant to conventional cancer treatments, which often target rapidly dividing cells.
To investigate what makes this dormancy reversible months or years down the line, researchers in the Weinberg Lab injected human breast cancer cells into mice. These cancer cells were modified to produce a fluorescent protein, allowing the scientists to track their behavior in the body.
The group then focused on cancer cells that had lodged themselves in the lung tissue. By examining them for specific proteins — Ki67, ITGB4, and p63 — that act as markers of cell activity and state, the researchers were able to confirm that these cells were in a non-dividing, dormant state.
Previous work from the Weinberg Lab had shown that inflammation in organ tissue can provoke dormant breast cancer cells to start growing again. In this study, the team tested bleomycin — a chemotherapy drug known to cause lung inflammation — that can be given to patients after surgery to lower the risk of cancer recurrence.
The researchers found that lung inflammation from bleomycin was sufficient to trigger the growth of large lung cancer colonies in treated mice — and to shift the character of these once-dormant cells to those that are more invasive and mobile.
Zeroing in on the tumor microenvironment, the team identified a type of immune cells, called M2 macrophages, as drivers of this process. These macrophages release molecules called epidermal growth factor receptor (EGFR) ligands, which bind to receptors on the surface of dormant cancer cells. This activates a cascade of signals that provoke dormant cancer cells to start multiplying rapidly.
But EGFR signaling is only the initial spark that ignites the fire. “We found that once dormant cancer cells are awakened, they retain what we call an ‘awakening memory,’” Zhang says. “They no longer require ongoing inflammatory signals from the microenvironment to stay active [growing and multiplying] — they remember the awakened state.”
While signals related to inflammation are necessary to awaken dormant cancer cells, exactly how much signaling is needed remains unclear. “This aspect of cancer biology is particularly challenging, because multiple signals contribute to the state change in these dormant cells,” Zhang says.
The team has already identified one key player in the awakening process, but understanding the full set of signals and how each contributes is far more complex — a question they are continuing to investigate in their new work.
Studying these pivotal changes in the lives of cancer cells — such as their transition from dormancy to active growth — will deepen our scientific understanding of metastasis and, as researchers in the Weinberg Lab hope, lead to more effective treatments for patients with metastatic cancers.
Biogen groundbreaking stirs optimism in Kendall Square
Nearly 300 people gathered Tuesday to mark the ceremonial groundbreaking for Biogen’s new state-of-the-art facility in Kendall Square. The project is the first building to be constructed at MIT’s Kendall Common on the former Volpe federal site, and will serve as a consolidated headquarters for the pioneering biotechnology company which has called Cambridge home for more than 40 years.
In marking the start of construction, Massachusetts Governor Maura Healey addressed the enthusiastic crowd, saying, “Massachusetts science saves lives — saves lives here, saves lives around the world. We celebrate that in Biogen today, we celebrate that in Kendall Common, and we celebrate that in this incredible ecosystem that extends all across our great state. Today, Biogen is not just building a new facility, they are building the future of medicine and innovation.”
Emceed by Kirk Taylor, president and CEO of the Massachusetts Life Sciences Center, the event featured a specially created Lego model of the new building and a historic timeline of Biogen’s origin story overlaid on Kendall Square’s transformation. The program’s theme — “Making breakthroughs happen in Kendall Square” — seemed to elicit a palpable sense of pride among the Biogen and MIT employees, business leaders, and public officials in attendance.
MIT President Sally Kornbluth reflected on the vibrancy of the local innovation ecosystem: “I sometimes say that Kendall Square’s motto might as well be ‘talent in proximity.’ By following that essential recipe, Biogen’s latest decision to intensify its presence here promises great things for the whole region.” Kornbluth described Biogen’s move as “a very important signal to the world right now.”
Biogen’s March 2025 announcement that it will centralize operations at 75 Broadway was lauded as a show of strength for the historic company and the life sciences sector. The 580,000-square-foot research and development headquarters, designed by Elkus Manfredi Architects, will optimize Biogen’s scientific discovery and clinical processes. The new facility is scheduled to open in 2028.
CEO Chris Veihbacher shared his thoughts on Biogen’s decision: “I am proud to stand here with so many individuals who have shaped our past and who are dedicated to our future in Kendall Square. … We decided to invest in the next chapter of Kendall Square because of what this community represents: talent, energy, ingenuity, and collaboration.” Biogen was founded in 1978 by Nobel laureates Phillip Sharp (an MIT Institute Professor and professor of biology emeritus) and Wally Gilbert, both of whom were not only present, but received an impromptu standing ovation, led by Viehbacher.
Kendall Common is being developed by MIT’s Investment Management Company (MITIMCo) and will ultimately include four commercial buildings, four residential buildings (including affordable housing), open space, retail, entertainment, and a community center. MITIMCo’s joint venture partner for the Biogen project is BioMed Realty, a Blackstone Real Estate portfolio company.
Senior Vice President Patrick Rowe, who oversees MITIMCo’s real estate group, says, “Biogen is such a critical anchor for the area. I’m excited for the impact that this project will have on Kendall Square, and for the way that the Kendall Common development can help to further advance our innovation ecosystem.”
Time-of-Check Time-of-Use Attacks Against LLMs
This is a nice piece of research: “Mind the Gap: Time-of-Check to Time-of-Use Vulnerabilities in LLM-Enabled Agents“.:
Abstract: Large Language Model (LLM)-enabled agents are rapidly emerging across a wide range of applications, but their deployment introduces vulnerabilities with security implications. While prior work has examined prompt-based attacks (e.g., prompt injection) and data-oriented threats (e.g., data exfiltration), time-of-check to time-of-use (TOCTOU) remain largely unexplored in this context. TOCTOU arises when an agent validates external state (e.g., a file or API response) that is later modified before use, enabling practical attacks such as malicious configuration swaps or payload injection. In this work, we present the first study of TOCTOU vulnerabilities in LLM-enabled agents. We introduce TOCTOU-Bench, a benchmark with 66 realistic user tasks designed to evaluate this class of vulnerabilities. As countermeasures, we adapt detection and mitigation techniques from systems security to this setting and propose prompt rewriting, state integrity monitoring, and tool-fusing. Our study highlights challenges unique to agentic workflows, where we achieve up to 25% detection accuracy using automated detection methods, a 3% decrease in vulnerable plan generation, and a 95% reduction in the attack window. When combining all three approaches, we reduce the TOCTOU vulnerabilities from an executed trajectory from 12% to 8%. Our findings open a new research direction at the intersection of AI safety and systems security...