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Scientists unlock fungi's secret chemistry, offering a greener path to crop protection
Pesky pests can wreak havoc on plants by chewing leaves, boring into stems, and sucking sap from trees. Beyond the direct damage, they also spread harmful bacteria, viruses, and fungi that can infect ...
The delicious science of honey: Kitchen Table Talk
On this month’s edition of Kitchen Table Talk, hosts John Lehndorff and Dan Asher were joined by Boulder Valley Honey head beekeeper Chris Borke to discuss the chemistry of honey and taste different honeys from around the world. You can find Boulder Valley Honey at the Boulder Farmers Market ...
Marco Rubio’s campaign-style video sparks presidential run speculation
Comments with optimistic tone went viral on social media with some framing it as unofficial start of Rubio’s campaign
The National Academy of Sciences Elects Two Berkeley Lab Researchers
Two Lawrence Berkeley National Laboratory (Berkeley Lab) scientists have been elected to the National Academy of Sciences (NAS) in recognition of their distinguished and continuing achievements in original research. They are part of a cohort of 120 new members and 25 international members. The National Academy of Sciences is a private, nonprofit institution that was established under a congressional charter signed by President Abraham Lincoln in 1863. It recognizes achievement in science by election to membership, and — alongside the National Academy of Engineering and the National Academy of Medicine — provides science, engineering, and health policy advice to the federal government and other organizations. The 2026 electees bring the total number of active members to 2,705 with 557 international members. Gary Karpen is a biologist senior faculty scientist in Berkeley Lab’s Biological Systems and Engineering Division and a Professor of Cell and Developmental Physiology in the Department of Molecular and Cell Biology at UC Berkeley. Karpen studies how the structure, organization, and maintenance of genetic material impact inheritance and cell function. His lab focuses on chromatin — a packaged form of DNA strands wrapped around proteins that comprises our chromosomes — with a particular emphasis on centromeres, rarely expressed sequences called heterochromatin, DNA repair, and regulatory RNAs. His research reveals insights into fundamental aspects of nuclear organization and genome regulation that are shared across the tree of life, broadening our understanding of cancer and other diseases, birth defects, and aging. Kam-Biu Luk is a Professor Emeritus of physics at UC Berkeley and a retired senior faculty scientist in Berkeley Lab’s Physics Division. He is an experimental particle physicist whose research has focused on neutrinos: nearly massless, electrically neutral elementary particles that can pass through matter virtually undetected. Neutrinos are created during radioactive decay processes, including the fusion process occurring in stars and the fission process that powers nuclear reactors. Luk initiated and co-led the Daya Bay Reactor Neutrino Experiment, a project based in China with more than 200 international collaborators. In 2012, the Daya Bay experiment discovered a new form of a phenomenon called “neutrino oscillation” in which neutrinos change from one type to another. For this discovery, Luk and his collaborator Yifan Wang received the 2014 American Physical Society Division of Particles and Fields W.K.H. Panofsky Prize for outstanding work in experimental particle physics, and he was also the co-recipient of the 2016 Breakthrough Prize. Luk is currently participating in the Deep Underground Neutrino Experiment (DUNE) hosted by Fermi National Accelerator Laboratory, which will investigate any potential difference in behavior between neutrinos and antineutrinos that may shed light on the evolution of the universe, especially why antimatter is absent in the present universe. ### Lawrence Berkeley National Laboratory (Berkeley Lab) is committed to groundbreaking research focused on discovery science and solutions for abundant and reliable energy supplies. The lab’s expertise spans materials, chemistry, physics, biology, earth and environmental science, mathematics, and computing. Researchers from around the world rely on the lab’s world-class scientific facilities for their own pioneering research. Founded in 1931 on the belief that the biggest problems are best addressed by teams, Berkeley Lab and its scientists have been recognized with 17 Nobel Prizes. Berkeley Lab is a multiprogram national laboratory managed by the University of California for the U.S. Department of Energy’s Office of Science. DOE’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States, and is working to address some of the most pressing challenges of our time. For more information, please visit energy.gov/science.
Annual Science Expo Winners Announced — Central Catholic High School
Central Catholic announced the winning projects from its annual Science Expo, which took place April 20. More than 50 Honors Biology and Chemistry students presented their research projects to faculty, staff, and students, and 20 junior high students from OLPH, St. Joseph's Sylvania, and S
Is the FDA Really Suppressing Science? Plus. . .
It’s Thursday, May 7. This is The Front Page, your daily window into the world of The Free Press—and our take on the world at large. Today: Aaron MacLean says Trump is poised to snatch defeat from the jaws of victory in the Iran war. Joe Klein on the life of CNN founder Ted Turner. Jillian Lederman on why cruise ships are here to stay. And much more. But first: Is the FDA suppressing science? On Tuesday, The New York Times published a story with an alarming takeaway. “FDA Blocked Publication of Research Finding Covid and Shingles Vaccines Were Safe,” read the headline. It is the latest in a string of stories that all have the same message: The Food and Drug Administration (FDA), and other agencies, are engaged in a cover-up—and silencing scientists trying to get the word out about the Covid vaccine. What all these stories suggest—some more subtly than others—is that the outsiders now running the public health establishment, officials such as Marty Makary at the FDA and Jay Bhattacharya at the National Institutes of Health, are on a revenge tour. That they are doing harm to the country to get back at the scientists and bureaucrats who ostracized them for deviating from the public-health consensus during the pandemic. It’s a seductive narrative. But is it true? That’s the question we address in our latest editorial. —The Editors Read [ Marty Makary's FDA Has All the Right Enemies ](https://www.thefp.com/p/marty-makary-vaccine-study-fda) [ Trump Blinks First ](https://www.thefp.com/p/iran-peace-deal-pakistan-trump-strait-of-hormuz) Aaron MacLean In return for no detectable concessions, President Trump this week gave up on forcing open the Strait of Hormuz. Now, the Trump administration looks desperate for a deal to end the war with Iran. It’s easy to understand the desire to end the war, but are they blowing the chance at victory? Aaron MacLean makes sense of the administration’s latest moves—and Iran’s response—in his column today. Read full story Aaron MacLean and Niall Ferguson: Live in New York City Join Aaron MacLean and Niall Ferguson on May 19 for a live recording of School of War at the iconic New York Historical. In a conversation as timely as it is wide-ranging, Aaron and Niall will explore the strategic stakes of the moment, including the Middle East, China, and the future of American leadership on the global stage. Get Tickets Now [ Ted Turner, the Optimist Who Built CNN ](https://www.thefp.com/p/ted-turner-cnn-tribute) Joe Klein The man who gave us CNN and the 24-hour news cycle, Ted Turner, died Wednesday at the age of 87. Today, political writer Joe Klein—who almost ghostwrote Turner’s autobiography—remembers his friend, the American media mogul who stood out for his idealism and lack of a filter—something that got Turner in trouble more than once. “His was not a traditional intelligence, but one of horizon: Ted saw things before other people did,” Joe writes. Read full story [ Nothing Can Sink the Cruise Ship ](https://www.thefp.com/p/cruise-ship-hantavirus) Jillian Lederman A viral outbreak on a cruise ship that left three passengers dead has left some people wondering: Are cruise ships on the way out? Not so fast, says Jillian Lederman, who has been on many a cruise herself. Read her piece on why 38 million people a year take a cruise—and aren’t about to stop. Read full story [ The Great Writers Who Were Terrible People ](https://www.thefp.com/p/the-great-writers-who-were-terrible) Shilo Brooks Throughout history, some of the greatest literary geniuses have also been immoral bigots. In the latest episode of Old School, Shilo Brooks is joined by Eli Lake for a conversation about those geniuses, from Voltaire to Norman Mailer and Roald Dahl—and why we should read their work despite their odious prejudices. Listen on MORE FROM THE FREE PRESS [ Inside the Digital Intifada ](https://www.thefp.com/p/digital-intifada-social-media-hamas-terror) Warren Kinsella Read full story [ This Week in American History: Trump’s Over-Arching Problem ](https://www.thefp.com/p/this-week-in-american-history-trumps-over-arching-problem) Jonathan Horn Read full story [ Humanity Is Still Evolving—and Fast ](https://www.thefp.com/p/humanity-is-still-evolvingand-fast) Razib Khan Read full story THE NEWS Thirteen D.C. Metropolitan Police officers have been placed on administrative leave and could face termination after an internal investigation found evidence that crime statistics were manipulated to make the city look safer. The Republican-led House Oversight Committee previously alleged that former D.C. police chief Pamela Smith pressured officers to skew data. Tennessee Republicans unveiled a redrawn U.S. House map yesterday that would split up Memphis’s black-majority Democratic district, the latest move in a nationwide push to redraw congressional boundaries ahead of the midterms. The effort follows a Supreme Court ruling last week on Louisiana’s districts, which Tennessee House Speaker Cameron Sexton said gave states the green light to redraw maps along partisan lines. Israel struck Beirut for the first time since a ceasefire with Hezbollah took effect last month, saying it targeted a commander of the militant group’s elite Radwan force in the city’s southern suburbs. The strikes risk destabilizing that truce at a delicate moment, as Iran and the U.S. report progress toward a deal to resolve their own standoff. The U.S. Air Force is aiming for a Fourth of July delivery of a Boeing 747 gifted by Qatar, hoping to add it to the Air Force One fleet in time for the U.S.’s 250th anniversary, Reuters reported. (For more on the controversy surrounding the aircraft, read Jed Rubenfeld’s piece “It’s a Terrible Idea, but Trump Probably Can Accept a Free Jet from Qatar.”) Commerce Secretary Howard Lutnick testified privately before Congress that he has no memory of why he and his family dined on Jeffrey Epstein’s private island in 2012, according to Reuters. The admission contradicts Lutnick’s earlier claim that he had cut ties with the convicted sex offender well before that visit. Weeks before a former JPMorgan investment banker filed a lawsuit packed with explosive allegations, the bank reportedly offered him $1 million to settle his sexual assault and harassment claims, according to The Wall Street Journal. The suit, filed by Chirayu Rana, alleges he was sexually assaulted by a female colleague, subjected to racial discrimination, and forced into a degrading dynamic at work. JPMorgan says the claims lack merit, and the female colleague’s lawyers call the accusations fabricated. A new report from the Hartford Institute for Religion Research shows that, for the first time in roughly 20 years, church attendance is trending upward, with more people volunteering and clergy expressing renewed optimism. The study’s authors described the findings, based on a survey of more than 7,400 congregations, as showing signs of widespread recovery from low attendance numbers.
Europe is unshackling business. But not enough
Why market liberals must win the battle for Brussels—and national capitals, too
U.S. to press allies to bolster counterterrorism efforts under new strategy
A new counterterrorism strategy, signed by President Trump on Tuesday, seeks to crack down on Islamist terror groups, drug cartels and violent domestic political groups.
What struggles do Sacramento’s small businesses face? We want to hear from you
The Sacramento Bee is writing a story exploring some of the challenges that small businesses face in the local economy.
NYC measles case leads health officials to notify Manhattan restaurants, other venues
The outreach follows a positive case that officials have linked to foreign travel.
Here's the age when we're most unhappy according to science - Futura-Sciences
Over the course of a lifetime, people move through brighter periods and darker ones. These shifts can happen early in life and return again later on. But when do people truly hit their lowest point? That is the question a British economist set out to answer. His analysis draws on...
The US in Brief: Ready for AInspection
Our daily political update, featuring the stories that matter
'Food insecurity is no longer just about low-income countries': Environmental economist explains how climate change is pushing agricultural systems to the brink
As a U.N. report warns that extreme temperature swings are disrupting crops and endangering agricultural workers, we spoke with environmental economist Shouro Dasgupta about farming in an overheating world.
Military Vets Finally Have a Launchpad for Their Business Dreams in SA
San Antonio is about to become the first city in the country to offer veterans — and their families — a direct path to owning their own business. District 9 Councilwoman Misty Spears is behind a new Small Business Accelerator Program that connects vets with mentors, funding resources, and even a pitch competition — and it's already gotten the green light from the city. Army veteran Melanie McCoy knows firsthand how lonely and confusing starting a business can be without support. Now she's helping lead the charge with a new non-profit called Supply SA, designed so no vet has to figure it out alone. With 75% of San Antonio's economy powered by small businesses, this program could be a game-changer for the whole city. #VeteranOwned #SmallBusinessSA #SanAntonio #MilitaryEntrepreneur #VetBiz
Tucker Carlson compares Ted Cruz to extremist, feud escalates
The long-running feud between Tucker Carlson and Texas Sen. Ted Cruz escalated, with the podcaster comparing the senator to a white nationalist.
White House says Trump's deals with pharmaceutical companies offer billions in savings
WASHINGTON (AP) — White House economists estimate that President Donald Trump’s deals with pharmaceutical companies to drop some of their U.S. prescription drug prices to what they charge in other countries could save $529 billion over the next 10 years. The analysis obtained by The Associated Press includes the first economy-wide projections behind a policy at the core of Trump’s pitch to voters going into November’s midterm elections for control of the House and Senate.
Elizabeth Gordon receives South Carolina Academy of Science Faculty of the Year Award
Furman Chemistry Senior Instructor Elizabeth Gordon M'97 is recognized by the academy for outstanding teaching across all STEM disciplines. Biochemistry major and Furman EMT Campbell Romero '27 knows why.
AI lets chemists design molecules by simply describing them
Creating complex molecules usually requires years of experience and countless decisions, but a new AI system is changing that. Synthegy lets chemists guide synthesis and reaction planning using simple language, while powerful algorithms generate and evaluate possible solutions. The AI doesn’t just compute—it reasons, scoring pathways and explaining which ones make the most sense.
The US in Brief: Speeding up the process
Our daily political update, featuring the stories that matter
Mistrust, stigma shape health in Milwaukee's Black community
Health systems have a responsibility to look inward and rebuild trust.
Mamdani taps behavioral health leader to head new Office of Community Safety
Dr. Ayesha Delany-Brumsey previously served in a top behavioral health role during former Mayor Bill de Blasio’s administration.
IKEA Is Making a Massive Customer Service Mistake, and It’s a Warning for Every Modern Business
Companies that hand off critical moments to third parties to save a few bucks are sacrificing future sales and brand equity.
Roma’s sporting director shortlist revealed
Roma is seeking clarity regarding the future. Gasperini was eloquent in his press conference: mistakes are forbidden in the pursuit of returning to the Champions League, and no more confusion in plann...
German firms abroad grow more pessimistic as Iran war disrupts supply chains
German firms operating abroad have become more pessimistic about their prospects, with nearly one in three expecting economic conditions to worsen as the Iran war exposes vulnerabilities in global supply chains, a survey showed on Tuesday.
Hampton businesses, residents weigh in after 2026 Tourism Summit in Concord
Despite rising costs, local businesses say they are optimistic about the upcoming summer season.
Conscious spending can unlock greener science
This Greening Chemistry column explores how to find savings in the lab and the false economy of buying supplies on sale
As visa rules tighten, impacts to researchers and US science escalate
New restrictions are increasingly squeezing international researchers in the US and threatening the country’s long-term scientific competitiveness, analysts say
Scientists unlock new way to engineer next-generation glass
Scientists have adapted a centuries-old principle of chemistry to fine-tune a new type of glass made from metal–organic frameworks (MOFs)—metal atoms connected by organic molecules—that efficiently trap ...
Ronald Breaker named FAS dean of science
Breaker, a field-leading biochemist and Yale leader, will serve as the FAS dean of science for a five-year term.
A Profound Source: Science and the Maturing of Spirituality
Honoring spirituality it does not mean protecting it from examination.
Microsoft Defender Misidentifies DigiCert Certificates As Malware, Triggering Global Disruptions
A significant technical malfunction in Microsoft Defender has triggered widespread alarm across the global cybersecurity community, after the platform mistakenly identified legitimate digital certificates issued by DigiCert as malicious software. The error, which surfaced in late April, led to false
Direct air capture has substantial health and climate opportunity costs
Communications Sustainability - Renewable energy remains more cost effective for climate and health outcomes than direct air capture except under highly optimistic technology improvements,...
Microsoft Defender Mistakenly Flags DigiCert Root Certificates as Malware
Microsoft Defender triggered widespread false positive alerts after a faulty security update caused it to flag two legitimate DigiCert root certificates as malicious, potentially disrupting SSL/TLS validation and code-signing operations across enterprise environments worldwide.
iPhone 18 Pro has broken a four-year curse, leaked image shows
A mistakenly published image reveals a much-awaited iPhone 18 Pro design change.
‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field
‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field ‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field A field that once seemed like a direct path to stable, lucrative work is becoming less certain under AI, students and faculty told Spectator. By Ria Vasishtha and Arjun Menon May 3, 2026 Shanying Liu / Deputy Illustrations Editor Asia Genawi, SEAS ’29, first encountered artificial intelligence during her sophomore year at her high school in Indiana. Back in 2023, policies on AI varied widely—even within the same district—and some schools had no guidance at all. As Genawi began to see the effects of AI trickle into her classroom, she turned to guidance from her home state’s Department of Education, which she said she found “outdated and inaccessible.” Genawi spent the rest of her high school career dedicated to the issue, including writing a 15-page memo exploring varying AI policies across Indiana schools, which she sent to every Indiana state senator and representative whose contact information she was able to find. She later helped draft a bill that would have required public high schools to establish and share their own AI policies with students in an accessible format. But with so many other bills already awaiting referral, hers never made it to committee. When Genawi arrived at Columbia to study computer science, she found that the gaps she had spent years trying to address in Indiana had followed her there. Many students and professors were also grappling with what AI meant for the field. Across Columbia’s undergraduate schools, computer science has become the most popular major—accounting for around 11 percent of degrees awarded in Columbia College, 32 percent in the School of Engineering and Applied Science, and 12 percent in the School of General Studies in 2024. While the number of computer science majors in SEAS grew from 166 to 173 during the 2024-25 academic year, the total number across the three schools fell around 4.5 percent from 393 to 375, driven by declines at Columbia College and General Studies. At Barnard, it has grown to become the second most popular major as of 2025, up from third the year prior. The number of degrees awarded have grown fivefold since 2016. Faculty members and students in the department told Spectator that the surge in the major’s popularity has been driven in large part by its apparent promise of a secure, well-paid career path. However, they noted that the recent rise of generative AI has compromised the sense of stability that once defined the field, even as interest in technical skills among students persists. According to data from the Federal Reserve Bank of New York in 2024, out of 74 majors tracked, computer science had the fifth highest unemployment rate among majors at 7 percent, while computer engineering had the second highest at 7.8 percent. “Anecdotally, people are moving away from CS as a major,” Daniel Bauer, a senior lecturer in the computer science department, said. “They’re still taking some of our classes, right, because they think they need that, but they’re instead majoring in other things.” Bauer described a field that had shifted from what he called a “nerdy outlier discipline” to one that “everyone needs,” a sign that technical skills have become a baseline expectation across industries with the emergence of AI. “A lot of people thought, ‘Oh, it’s a guaranteed path to a stable income. You get a six-figure job right out of your undergrad,’” Bauer said. Now, companies may see AI as a way to reduce demand for entry-level programmers, especially in what he calls “code monkey jobs,” roles where a large number of employees are “just writing out code nine-to-five.” Chris Murphy, a senior lecturer in the computer science department, described the current moment as the convergence of two forces: the downturn of the job market and generative AI coming onto the scene. “Things kind of started to really pick up in 2014, 16,” he said, recalling the years after the weaker 2010 market. Murphy added that this was also a period where “students were getting more experience outside of class than they were inside of class” through internships, jobs, and side projects. Murphy suggested that the earlier momentum helped make computer science feel like both an academic program and a reliable pathway into work. That feeling is harder to sustain now as the industry reconfigures, which is a shift that students are seeing firsthand. Rebecca Yu, SEAS ’27, said that during a recent internship in Big Tech, she saw that “every single tech company was racing to integrate” large language models. She added that her manager said her intern class was the first to complete their assigned projects, which she attributed to the increased efficiency that comes with AI. Frank Liu, SEAS ’29, said that with AI lowering the barrier to coding, companies now expect everyone to write code. “A lot of companies outright say if you’re not using coding in your job, you might get fired for not being productive enough,” Liu said. Yu similarly expressed that students increasingly have to accept AI being a part of industry workflow, adding that many also “make use of it to maximize their productivity.” Richard Li, CC ’28, described a “franticness” among his peers as the pace of change accelerates. He explained how “some new tool” is released regularly, noting that tools rise and fall in prominence within weeks. He has come to believe that he doesn’t need to “match that speed all the time” and keep up with every development. Li has learned that AI tools allow him to “take a breath” and “get back into the loop much easier than before” when he needs to. While some companies specifically target Columbia when hiring, sending representatives to campus career fairs and recruiting large numbers from Columbia, a computer science degree cannot be treated as a static credential, Yu described. “You can’t just get your degree and stop learning after that. You have to always be learning,” Yu said. “That is something you basically have to expect for your job.” AI has not only affected students’ decisions to major in computer science, but also reshaped how the subject is taught. Across departments, faculty members no longer treat work done outside the classroom as a reliable measure of understanding, shifting instead toward in-person exams, quizzes, and attendance checks. While homework once made up as much as 60 to 70 percent of a student’s grade in computer science classes, Murphy said that breakdown has since flipped, with exams and quizzes now accounting for the majority. “The assumption—especially among pessimists—is that they’re using it to do their homework,” Murphy said. “They take the homework assignment. They put it into generative AI. Out comes the solution. Submit solution. The end.” Murphy said that faculty members ranged in their responses from fully prohibiting AI use to actively teaching students how to effectively work with AI. He said he shifted his approach this year after his teaching assistants called his belief that students weren’t using the technology “naïve,” and now permits students to use AI on assignments. His surveys of students in his introductory classes have told a more complicated story than the one so-called pessimists offer: Around 60 to 70 percent of students who reported using AI said they used it to have concepts explained to them, to clarify assignment instructions, to generate test cases, or to create practice questions. “Those are all ways that you might have had a tutor in the past to do that, and now you have this AI essentially as your tutor,” he said. Bauer has taken a different approach, teaching students how to use AI productively without sacrificing the core principles of the discipline. “People who are trained to actually use AI tools productively, while being in charge of designing the overall project, will be very much in demand in the next couple of years,” he said. Over the past year, a working group of computer science faculty has been redesigning the introductory and intermediate programming sequence to integrate generative AI as both a subject and a tool, representatives from SEAS wrote in a statement to Spectator. The effort is “coordinated” across the department, “not course-by-course,” with a systematic assessment of how AI integration is affecting student outcomes underway to shape the next round of changes. The goal, the department explained, is for students to be able to “read, verify, and reason about code, whether they or a model wrote it.” Tony Dear, senior lecturer in the computer science department, is piloting individualized AI feedback in a discrete mathematics course, while a machine learning course is also testing a Socratic AI dialogue system designed to “guide inquiry rather than supply answers,” the statement reads. Beyond individual courses, SEAS funded seven cross-departmental faculty projects in generative AI this past academic year, spanning biomedical engineering, chemical engineering, industrial engineering, and computer science, according to the statement. This phenomenon extends beyond the computer science department. SEAS’ new AI minor, which it announced in November 2025, reflects the University’s attempt to adapt. The minor is specifically designed for noncomputer science majors and aims to provide “essential AI knowledge” while emphasizing practical and responsible use across disciplines, according to the SEAS website. At the center of the minor is AI in Context, a course taught by a team of faculty from the departments of computer science, applied mathematics, philosophy, music, literature, and the Writing Center, the representatives told Spectator. Bauer described it as targeted at students who want to bring AI into fields like economics or biology, rather than as a path into software engineering itself. At the graduate level, SEAS announced a new Master of Science in artificial intelligence in February, with the inaugural cohort starting in the fall. While recognizing how AI has helped them navigate coursework, students also described its rise as isolating, even among members of the Application Development Initiative, one of Columbia’s largest computer science clubs. “As people start to ask AI for questions that they would normally ask students and members, it starts to isolate people” Li said. Alexa Kafka, BC ’27, echoed Li’s sentiment, pointing out that computer science has always been a collaborative discipline with code reviews and pull requests, even as AI makes independent work easier. Despite this, Kafka noted that she hasn’t been to office hours “in at least a year.” Bauer added that faculty are exploring long-term solutions to the assessment problem. “One of the things that we’re trying to do at the department or school level is to maybe move towards computerized testing facilities,” Bauer said, referring to ideas in the department to revitalize computer labs as an alternative to pen-and-paper exams. “We have to accept that this is the reality, for better or worse.” But more exams, students say, does not mean better learning, nor does it reflect how computer science is actually done. “Code is so variable and can be approached in so many directions, there’s never just going to be one correct answer. There can be multiple optimal solutions,” Kafka said. Students also expressed concern that the shift toward exam-heavy grading pulls focus away from the applied, project-based work that better reflects both discipline and industry expectations. ADI has tried to respond more quickly than the curriculum can. Through a vibe coding workshop this past semester, club members said they wanted to help students understand not just that AI exists, but how to use it deliberately. “Vibe coding” refers to the practice of prompting AI to write code for a task or project, and has become widespread enough that ADI felt the gap in formal instruction was worth addressing, according to Sophia Huang, BC ’29. The workshop introduced students to the concept of context engineering, which Shaina Sahu, SEAS ’27, described as not just writing a prompt, but optimizing “the rest of the relevant information that you would feed into the model.” Without that, students said that AI-generated code can fail at scale or introduce difficult-to-detect bugs. Genawi said the shift toward AI has changed what it means to be good at computer science. “I think the shift has kind of gone towards what can you create and what can you do, instead of, what do you know,” she said. Indeed, during ADI DevFest, its annual hackathon, Li said more teams are trying to complete their projects than in years past. While sign-ups have historically outpaced submissions, Li said this is beginning to change because teams “have a tool that completes the vision for them.” While many students see AI as an equalizer that lowers the barrier to entry for coding and technical work, Murphy said it also creates new equity concerns inside the classroom around who can afford stronger tools and who already knows how to use them. “The equity issues I worry about are students who have access to paid versions of things versus free versions of things,” he said. Although popular AI models like ChatGPT and Claude have free versions available, both have paid models that can reach over $100 per month, which output different qualities of code. Murphy also pointed to differences in prior exposure to AI literacy itself. “Students who go to high schools or K-12 education, where they’re taught AI literacy, prompt engineering, context engineering, they understand how to do this, as opposed to students who go to schools who don’t teach that,” he said. “Then they come in, and then they’re somehow expected to know how to use these tools.” For Genawi, those disparities begin long before students arrive on campus. “It’s very interesting to consider how lucky you were geographically,” she said. “To be born where you were is influencing your ability to get access to these spaces.” Students like Yu, though broadly apprehensive about the future of computer science, are not without hope. “I’m optimistic, because I think if you’re truly passionate about CS, there will definitely be a place in the field to do something you want to do,” she said. Senior Staff Writer Ria Vasishtha can be contacted at ria.vasishtha@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Staff Writer Arjun Menon can be contacted at arjun.menon@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Want to keep up with breaking news? Subscribe to our email newsletter and like Spectator on Facebook. Produced with Spectate by Emily Ta
ONBOOKS | OPINION: Forensic science, uncertainty, and ‘classical mistakes’
New biography of Alan R. Moritz traces how forensic science learned to define what it can — and cannot — know.
Doctors Say This Cooking Mistake Could Be Harming Your Health
Doctors share how oversalting your food could increase your risk for heart disease, plus ways to cut back while still enjoying flavorful meals at home.
Recession, 20% stock market plunge likely by year-end: Gary Shilling
Legendary economist Gary Shilling says the S&P 500 could end tumble by as much as 30% this year as stocks get punished for high valuations.
Business Lookahead: Eyeing oil, US jobs, and European earnings
STORY: From high oil prices and the conflict in the Middle East to U.S. jobs data and corporate earnings, here’s what you need to watch in business and finance in the week ahead.:: Crude and currencyOil prices briefly topped $120 a barrel this week to hit their highest level since 2022 as the war with Iran enters a third month.While the U.S. and Iran face pressure to end a conflict that has shut the Strait of Hormuz, the world watches anxiously as the biggest-ever disruption to energy supplies unfolds.For each week the Strait is closed, keeping oil elevated, the greater the economic risks via higher inflation or weak growth or, for some, both. Oil importer Japan just intervened to prop up a yen that has been weakened by the conflict.A new month is now underway and some traders will be mindful of that old adage, "Sell in May and go away.":: Jobs gyrationsAs the U.S. economy grapples with fallout from the Middle East war, Wall Street's radar turns to Friday's April monthly payrolls report.The U.S. economy likely created 73,000 new jobs, economists polled by Reuters forecast. In March, payrolls increased by 178,000, the most since December 2024, but that followed a sharp decline in February.The U.S. employment data comes amid signs of hawkishness at the Federal Reserve, as Donald Trump pick Kevin Warsh prepares to take over as chair with the U.S. president keen on rate cuts.:: Starmer’s statusThursday's local elections in Britain, usually a non-event for investors, could move markets in a big way, with opinion polls pointing to a heavy defeat for Prime Minister Keir Starmer's Labour Party.A heavy defeat could spark more widespread demands for his dismissal among his own lawmakers and stoke expectations of a successor more willing to run looser budgets. That would bring more bad news for British bonds.::European earningsIt's a big week for European earnings with Shell and Commerzbank among those reporting.On aggregate, profits are expected to grow 3.2% in Q1, according to LSEG I/B/E/S. Under the surface, it's a little bit more complicated. Growth is expected to be driven by just three sectors: financials, tech and energy. The latter is seen as the biggest beneficiary of the Iran war due to higher oil and gas prices.But if the war, and energy surge, persist, the overall outlook for Europe's earnings could turn.
2026 National Science Foundation Graduate Research Awards & Honorable Mentions
Congratulations to our current graduate and undergraduate students and alumni who have received prestigious 2026 National Science Foundation (NSF) Graduate Research Fellowships (GRFP) and Honorable Mentions. The National Science Foundation (NSF) Graduate Research Fellowship Program (GRFP) recognizes and supports outstanding graduate students in NSF-supported STEM disciplines who are pursuing research-based master’s and doctoral degrees at accredited U.S. institutions. The five-year fellowship includes three years of financial support including an annual stipend and a cost of education allowance to the institution. Left to right: Row 1 – 2026 NSF Graduate Research Fellowship recipients: Jasmin Bioteau, Kasey Chung, Daniel Cohn, Michael Eng, Tyler Martinez. Row 2 – Henry Shavel, Breanna Sprague, Abigail Wilson, ofia Ando, Daniel Kendall. Row 3 – Rebecca Lee, Lauren Van Auken, Tim Duong. NSF Honorable Mention recipients: Evan Baerg, Isaac Hendrix. Row 4 – Nathan Palmer, Paul Saucedo, Helen Elmer and Maximilian Floridia. 2026 NSF Graduate Research Fellowships (GRFP) were awarded to current graduate students Jasmin Bioteau (Kwon), Kasey Chung (Garg), Daniel Cohn (Kappel), Michael Eng (Doyle), Tyler Martinez (Barber), Henry Shavel (Alexandrova), Breanna Sprague (Garg), Abigail Wilson (Garg); undergraduate researchers Sofia Ando (Shafaat, headed to Princeton for graduate school), Daniel Kendall (Barber, headed to MIT for graduate school), Rebecca Lee (Chen, headed to Stanford for graduate school) and Lauren Van Auken (Garg, headed to the Caltech for graduate school). Former undergraduate researcher Tim Duong ’25 (Neuhauser/Caram, now a graduate student at Princeton) also received the fellowship. 2026 Honorable Mentions by NSF, also a significant national academic achievement, were accorded to current graduate students Evan Baerg, Isaac Hendrix (Tinoco Valencia), Nathan Palmer (Conway),and Paul Saucedo (Doyle). Also receiving Honorable Mentions are former undergraduate researchers Helen Elmer ’25 (Gelbart/Knobler, now a graduate student at the Stanford University School of Medicine), and Maximilian Floridia ‘25 (P. Weiss, now a graduate student at Caltech). Congratulations again to all the recipients! Penny Jennings, UCLA Department of Chemistry & Biochemistry, penjen@g.ucla.edu.
Outstanding Seniors in the College of Science: Erin Schuette
The College of Science is proud to recognize 12 outstanding seniors who went above and beyond during their time as Wildcats. Erin Schuette is this semester's recipient from Chemistry & Biochemistry!
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Viewpoint: A career in science is possible, and worth it
Starting a career in science is exciting, but also demanding, with researchers often faced with intense competition, long working hours and high levels of stress. A pioneer in the field of mass spectrometry, Carol Robinson has been there. She speaks with Science|Business on the importance of creating a supportive environment, particularly for women.Robinson did not wake up one day thinking that she would become a scientist. It was only late in school that she developed an interest in chemistry. “The more you work at something, the more you think, actually, this is fascinating. So, I went much further and deeper than I ever needed to pass the exam. And then I loved it,” she says. “I thought, I’m going to give it my all. I’m going to enjoy it while I’m here. But I didn’t think this would be my career for 50 odd years.”She left school at 16 to become a lab technician with the drug company Pfizer, which is where she first worked with mass spectrometry. Fascinated, she was encouraged to take a part-time degree and then a PhD. She went on to do pioneering work in native mass spectrometry, a technique that is used to study protein structures in their natural state, paving the way for breakthroughs in drug discovery. She also broke new ground by becoming the first female professor of chemistry at the University of Cambridge, and then the first female professor of chemistry at the University of Oxford, her current home.She now wants to show young researchers that a career in science is worth it. “Sometimes, I believe the culture isn’t very encouraging, and that’s something I have worked on,” Robinson says.In 2021, she launched the Kavli Institute for Nanoscience Discovery at Oxford, whose acronym gives a sense of what she hopes it will achieve. “Maybe it is corny,” she says. “It’s just a reminder that I would like it if we could all be kind to each other and supportive, especially for early-career researchers of either gender, because there’s quite a big attrition rate in science, and maybe it just doesn’t feel like a very friendly place to work.”And yet, a career in science comes with a lot of flexibility. “There are few careers where you have that amount of freedom, to go to conferences, to the library. Just because you didn’t see me didn’t mean I wasn’t working,” she says. “And I’m excited to come in every day. So, I don’t want people to think it’s a terrible place.”Gender equality is also important when it comes to the quality of science as a career. “The more women we have, the better it becomes,” Robinson adds.Imposter syndromeAccording to EU data, women outnumber men in university education but account for just about a third of graduates in science, technology, engineering and mathematics (Stem). And while the number of women working as scientists and engineers in the 27-member bloc is on the rise, their representation remains below that of men, at 41%. This discrepancy is even more pronounced in top-tier functions across these fields, where women fill just 20% of positions.Having supervised many young scientists, Robinson sees that women continue to have a greater propensity than men to doubt their abilities, a feeling she once shared. “When I was doing my PhD at the University at Cambridge, I really felt like an imposter,” she says. “I don’t think I ever felt I deserved to be there or owned it and was proud. I just thought I was lucky.” Later on, she adds, “I was always that person who said, I can’t apply yet because my CV is not strong enough.”She has now made it her job to encourage women to break with this imposter syndrome. For example, rather than calling for volunteers to give a lecture in the groups that she mentors or teaches, which nearly always results in men stepping forward, she goes straight to the women, “because I know they won’t push themselves forward.”But the gender gap in science is not just down to imposter syndrome. The “obvious” reason, Robinson says, and the reason that is on everybody’s mind when discussing workplace gender equality, is the balance between work and raising a family. Her own path was to choose between the two, taking an eight-year break after completing a postdoctoral training fellowship to bring up three children. And she continues to advise women not to work part-time while they raise a family. “You’ll just get half the pay and continue to work full-time because you are not able to fit everything in,” she says. “You should be able to have a family and come back to have the career that you want.”The solution is for men to also take career breaks. “That kind of evens it up, so that it’s not such a big thing for women,” Robinson says. “I always encourage men in my groups to do that. I think it’s important to take your share of the duties.”Support produces resultsAccording to the Women in Stem Network, a UK advocacy group, countries with strong childcare systems and equal pay policies retain more women in technical careers. In Europe, these are primarily found in the Nordic region and parts of central Europe.At the EU level, the European Commission asks all Horizon Europe applicant organisations to have a gender action plan in place. Since this criterion was introduced in 2021, the share of women leading consortia has increased to 31%, against 23% in Horizon 2020. Their overall participation, however, has risen just 1%, to 38%. After trying to weaken the requirement for gender action plans in 2025, the Commission now intends to adopt a plan for supporting women in research and innovation.Related articlesCommission scraps plan to water down gender requirements in HorizonHow gender balance can swing who wins Horizon Europe fundingRobinson herself has benefited from three Advanced Grants from the European Research Council. “I was extremely honoured and privileged to get those, because they really allowed me to fuel my passion,” she says. “Without that, it would have been a much harder slog.”Beyond applying gender rules, she says that more work is needed on translational enterprise, where women are, once again, largely underrepresented. The European Patent Office found that only 13.8% of applications were filed by women in 2022. “We have so many more women doing amazing science; why do they feel it’s not a thing to have a company?” she asks.She founded her own spin-out company, OMass Technologies, in 2016, and remains chair of its scientific advisory board now that it trades as OMass Therapeutics. As for research, Robinson is now studying how changes in the brain may be linked to depression, using port-mortem tissue. “We’re hoping to publish soon,” she says. “We had to consult with a lot of people who knew a lot more about the brain than we did. So, we’ve learnt a lot, and that’s always a lot of fun to learn a new thing. That’s what keeps you going.”
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2026 Geochemistry Fellow David Catling reflects on a career spent trying to answer science’s biggest questions
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Shaky political science: using "simulated" elections over real-world elections
[Dear DSOS readers – this article is the latest in our “Shaky Political Science” series. In our 38 page report, “Shaky political ‘science’ misses mark on ranked choice voting,” released in early December, we examined over 40 studies focused on ranked choice voting. We found that many of these studies suffered from puzzling research methodologies, poorly constructed surveys, unrealistic simulated elections, cherry picked data, and faulty analyses that often were contradicted by results from real-world elections (a link to our full paper is here). Here are links to the first three articles in our series: the first one summarizing the overall results of our report, the second one analyzing a study co-authored by University of Minnesota academic Larry Jacobs, which was one of the most error-prone of all the research we reviewed in our report, and a third article showing an admirable example of two political scientists holding two other political scientists accountable for their flawed, sloppy research]. In this fourth article in our “Shaky Political Science” series, we shine a spotlight on seven studies that were web-hosted and funded by New America’s Political Reform Program and its Electoral Reform Research Group (the ERRG is an ad hoc committee headed by New America’s Political Reform Program and joined by the American Enterprise Institute, the Unite America Institute and Stanford University’s Center on Democracy, Development, and the Rule of Law). This research consortium has been led by Lee Drutman, senior fellow with New America’s Political Reform Program. These seven studies are simply not credible from any objective standard about how political “science” is supposed to illuminate our understanding of either ranked choice voting or politics in general. The feature that six of these seven studies have in common is that they all used surveys – artificial, simulated elections -- to attempt to say something cogent or interesting about ranked choice voting (RCV) elections. None of them used real world data from actual RCV elections – either the 1000+ elections in the US or the many thousands of elections from places like Australia, Ireland and elsewhere where RCV has been used for 100 years. While a few of these studies conclude with some mixed positives about RCV, our analysis here is content neutral. The idea that, with a political reform like RCV, you can ask respondents in a mock, artificial election to vote with that method, with only the barest of explanation about how RCV works or its likely impacts (i.e. no spoiler candidates, majority winners, voters liberated to pick their favorite candidates, coalition-building), and then ask them their thoughts/reactions about voting in that system, with fake candidates and no real campaigning, no real exposure to an actual election or actual candidates, rests on some very puzzling assumptions. The findings of these seven studies actually are contradicted by the findings from many other studies based on real-world RCV elections. These New America studies also failed to list the real-world RCV studies in their own citations, instead including those studies that reinforced their conclusions. The seven studies featured in this article were chosen because they form a cohesive cohort which precisely illustrates one of the main points of our research paper, namely that using surveys, i.e. artificial elections, or mathematical/theoretical models, instead of real-world data, is in fact “shaky political science.” Below are summaries of our analysis of five of the seven New America studies. You can read our complete analysis of all seven studies at our paper, “Shaky political ‘science’ misses mark on ranked choice voting.” Choosing to “Vote As Usual” by Andre Blais, Carolina Plescia, and Semra Sevi. New America. (Blais et al., 2021). This study, web-hosted and funded by New America’s Political Reform Program and its Electoral Reform Research Group, used two surveys in which respondents completed ballots for simulated elections using plurality, approval, RCV and point (Score) voting. In both cases the authors provided the respondents with only minimal explanation of each method. For example, the entire explanation for RCV was “For this vote, rank the candidates from your first to your last choice (you do not need to rank them all). This is called the ranked vote.” That’s it. The study did not provide any context or explanation to survey respondents about why she/he might want to rank multiple candidates. Participants were not even told that ballots would be tabulated using an “instant” runoff, not to mention any description of RCVs ability to eliminate the spoiler effect or liberate voters to rank their favorite candidates without fear of helping the “greater evil” candidate to win. That’s like taking an iPhone back in time to 1970 and asking someone if they like it better than their rotary phone without explaining how it works. Their first survey targeted states that held 2020 Super Tuesday Democratic primaries and used the real candidates’ names in the survey; the second survey used fictitious candidates. In other words, they surveyed respondents who had only ever participated in plurality elections, had no history or background with using RCV or any of the other methods, had no clue about its likely impacts, and did not communicate how the alternative methods would be counted, and then asked them: “How satisfied are you with using each system?” Predictably, the winner was plurality elections, the system used for president, Congress, gubernatorial and state legislative elections – in other words, the method they have been using, year after year, all their voting lives. With so little explanation of RCV and its impacts, this study is simply not credible in discovering anything useful about real-world RCV elections. It merely shows that a basic voter education campaign is needed when adopting a new election system. Additionally, the result contradicts many other post-election surveys following real RCV elections, asking opinions from voters who had just participated in a RCV election, that showed a great deal of satisfaction with RCV (see details on that in Studies 22-25 in our paper, as well as the four studies cited in the review for Study 28). Share Other studies on “satisfaction” and “understanding” make similar mistakes, in terms of basing their surveys on inadequate explanation to respondents and lack of education about context. How could any survey ever hope to measure accurately, in essence simulate a real-world election, without actual campaigning candidates, the media writing about those candidates, organizations endorsing candidates and voters being inundated with crucial information? More than anything, what these “studies” based on surveys show is that if you ask voters about something they don’t know very much about, and fail to adequately educate them, their responses will unsurprisingly reflect their confusion. Equally puzzling is that New America’s Electoral Reform Research Group, headed by political scientist Lee Drutman, found this to be a credible enough study that they not only published it but highlighted it in Drutman’s own discussion of research related to ranked choice voting. This pattern was repeated in study after study featured by New America’s Electoral Reform Research Group. For example in Ranked-Choice Voting and Political Expression: Voter Guides Narrow the Gap between Informed and Uninformed Citizens by Cheryl Boudreau, Jonathan Colner, and Scott MacKenzie, the researchers based their analysis on a survey which found that respondents who were asked to vote in a simulated RCV election, with minimal explanation of RCV or how it works, displayed less evidence of being informed about how to use RCV effectively, with the least informed voters ranking fewer candidates. As pointed out under the study above, in a real election voters are informed by a wide variety of methods, including public education by the election administration, by interested political groups, the media, and the candidates themselves who benefit from voters being aware of how to vote in the new system. In Support for Ranked-Choice Voting across Race and Partisanship by Joseph Anthony, David C. Kimball, Jack Santucci and Jamil Scott, the researchers used respondents from different parties and races voting in simulated plurality and RCV elections, who indicated their satisfaction with each voting method. Instead of using real world election results, the authors fell back on the easy, armchair and less reliable academic research methodology of making up mock elections. As with the other studies, little explanation was given of how RCV works or what its implications might be (electing majority winners or eliminating spoilers, for example). Unsurprisingly, this study found that respondents were not very satisfied with RCV. However, when the authors added an explanation that RCV has a tendency to elect more women and people of color, they found that this greater explanation increased the preference for RCV. The more voters were familiar with it, and the more they understood potential positive impacts – surprise! -- the more they were open to switching away from the status quo. Of note, the results from this study are thoroughly contradicted by a number of other studies whose data was obtained from real RCV elections with real voters. Those studies show a great deal of satisfaction with RCV. More “fake election” research An interesting wrinkle on this “research by fake elections” approach, which only served to illustrate how unreliable such “research” can become, was taken in Ranked-Choice Voting, Runoff, and Democracy: Insights from Maine and Other U.S. States by Joseph Cerrone and Cynthia McClintock_,_ also web-hosted and funded by New America’s ERRG. It gets high marks for creativity, but an eye-roll for thinking this could possibly add anything meaningful to our understanding of real world RCV elections. This study tried to determine whether RCV, plurality or two-round runoff elections provided greater voter satisfaction and acceptance of election results. To determine that, the authors conducted a survey asking if voters were satisfied with a fictional newspaper report of an election, with three different versions given to respondents – plurality, runoff and RCV, with variations of Republican/Democrat winners and variations of “come-from-behind” winners,” i.e. candidates not initially in first place but who win the “runoff.” Again, a minimal explanation of RCV or how it works was given, and the survey showed that respondents had the greatest unfamiliarity with RCV than the other methods. The unsurprising result? Respondents were much more satisfied with “come-from-behind” victories in a traditional two-round runoff election than in RCV, even though RCV is also a runoff system but with a single round of counting. Interestingly, the dissatisfaction with RCV disappeared for those who were more familiar with RCV. In fact, among those respondents who were “very familiar” with RCV, they were equally satisfied with RCV, runoff and plurality. Surprise, surprise. Again, what this study revealed, more than anything, is not only the inadequacy of the explanation for RCV given by the authors of this study, but the failure of the research format itself, thinking that such an artificial mock election could somehow simulate what actually happens in the real world in a real RCV election. Those four studies reviewed above are fitting examples of inadequate and shaky political “science.” Other studies reviewed in our paper from the New America/Electoral Reform Research Group cohort which also used mock elections included: Ranked-Choice Voting is an Acquired Taste by Joseph Anthony and David C. Kimball. New America. (Anthony et al., 2021). Ranked-Choice Voting is No Refuge for Extreme Candidates by Melissa Baker. New America. (Baker, 2021). Also included in this New America cohort is Does Ranked-Choice Voting Reduce Racial Polarization? by Yuki Atsusaka and Theodore Landsman, which actually did use real-world election results data but applied an odd and unconventional methodology to the data which relied on shaky assumptions and non-real-world scenarios that were too divorced from reality. To determine levels of “racially polarized voting,” the researchers imagined “ethnic parties,” by which they mean political parties for each ethnic group, which was especially odd since the election data they were using came from nonpartisan RCV races. But then they made an even odder assumption, namely that since race and ethnic characteristics of studied voters were not available, the authors tried to infer that information based on who voters selected and the racial make-up of voters in each district. This amounted to little more than vague and ambiguous guesswork dressed up with a bunch of mathematical equations used to give it a veneer of scientific appearance. Indeed, it seemed to assume racial polarization in order to prove racial polarization. Based on this questionable methodology, the authors concluded that RCV doesn’t reduce racial polarization. But the premise of this study missed an obvious reality: since RCV incentivizes more candidates to run and can result in more diverse fields of candidates, one would expect more racially-polarized voting in voters’ top rankings, not less, because more voters would have someone on that ballot who represents their racial or ethnic identity and more freedom to vote for their real first choice. By encouraging more diverse candidates and eliminating the spoiler effect, RCV facilitates voting for a favorite candidate of your own race and then selecting a second choice with the best likelihood of winning. The real measure is what voters do with their additional rankings – do they consider other candidates and vote “for the best of the rest”? This study didn’t tell us anything useful about that. But readily available data shows this is common in real RCV elections, and candidates act on this knowledge by engaging with voters outside their racial group. So the authors of this study failed to consider or account for what actually happens in real-world elections, and their conclusions are tainted by this failure. New America has contributed a great deal over the past 2.5 decades to our understanding of many policy areas, including politics and political reform (full disclosure: Steven Hill, one of the authors of this article and of the “Shaky Political Science” research paper and series, is a former senior fellow and former director of New America’s political reform program, 2005-2010). So it was especially disappointing that New America funded and published such a large batch of dubious studies about ranked choice voting. The stated praiseworthy goal of its Electoral Reform Research Group was to inspire new academic research about ranked choice voting that would shed light and help the public better understand the impacts of RCV. Instead, the ERRG research did just the opposite. It produced dubious research that created more confusion and misinformation. In so doing, New America’s political reform program contributed to “shaky political science.” Steven Hill and Paul Haughey Share Upgrade to $5 subscription Thanks for reading DemocracySOS, a reader-supported digital portal for the pro-democracy movement. Subscribe for only $5 per month to receive full benefits and to support our work. Subscribe
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