SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " change " 8,345 found 🔀 AI-powered Shuffle
PhD grad reframes media research through a computer science lens
Lein De Leon Yong had no intention of exploring AI and computer science when she was first searching for a doctoral film studies program. That all changed while De Leon Yong was interviewing for the PhD program in media arts and sciences at Arizona State University.
Jeffries tasks Rep. Joe Morelle with leading N.Y. redistricting process changes
Morelle is a veteran of Albany politics.
AI Is Great at “Normal Science,” but Breakthroughs Still Belong to People
In a recent capstone presentation, Darden professor Keith McCormick offered a grounded perspective on what AI can and cannot do today. According to McCormick, AI excels at what science philosopher Thomas Kuhn calls “normal science,” but may fall short of reaching artificial general intelligence (AGI) without some new scientific breakthrough that changes the current paradigm.
Major Pixel 11 leak reveals new chipset, cameras, and an annoying downgrade
Google is preparing for some big changes to the Pixel 11 lineup
Opinion: Young people make nonprofit boards better. Here’s how.
Research suggests that young people have greater optimism, creativity, and motivation to drive social change than other age groups.
Trump keeps saying the quiet part out loud on changes to the 2026 election
President Donald Trump’s latest gerrymandering push is an extremely desperate partisan power grab that would invalidate votes already cast.
Ty Pennington Confirms ‘Rock the Block’ Season 7 Air Time Change
Find out when new episodes of the HGTV competition series will hit the small screen.
iOS 26.5 Coming Soon With These New Features
iOS 26.5 is expected to be released this May, following more than a month of beta testing. The update is relatively minor so far, which is not too surprising given that Apple is starting to shift its focus towards iOS 27. iOS 26.5 lays the groundwork for end-to-end encryption for RCS in the Messages app and ads in the Apple Maps app, and it will include a new Pride wallpaper and a few other changes. Below, we outline all of the notable additions in iOS 26.5.
Supreme Court ruling on voting won’t change California districts, but could hurt Democrats
The U.S. Supreme Court has narrowed the Voting Rights Act over the past decade. The law in California was primarily used to help Latinos gain political representation. The U.S. Supreme Court has narrowed the Voting Rights Act over the past decade. The law in California was primarily used to help Latinos gain political representation.
Galaxy S27 Ultra could bring major camera changes
The Galaxy S27 Ultra, which Samsung will launch in early 2027, is rumored to bring major camera upgrades, including variable aperture.
Louisiana constitutional amendment could change who gets civil service job protections
Proponents say the change would be a move toward improved government efficiency. Opponents say it would increase political influence in government jobs that should be nonpartisan.
Fulfilling Potential: The News and Politics Editor’s Reflection
When I first set foot on Howard’s campus, there was a lot of uncertainty about who I was and what I wanted. Despite this uncertainty and new environment, I knew two things would never change — my love for politics and writing. Those two things would be a constant in my life, no matter what. […]
Project Motor Racing’s Japanese DLC reappears with a new name
Gone is the ‘GT500’ moniker, but the nine cars and one track appear to be back, with some subtle changes.
"It meant we got the design right": Resident Evil Requiem's producer on the DLSS5 Grace Ashcroft debacle
"The fact a lot of players commented they really liked the original design of Grace and didn't want to see it changed was a positive."
Reds prepare for summer of change
Six points clear of sixth-placed Bournemouth with three games left, Liverpool should secure Champions League football and deserve some credit for that. The injuries have been relentless and that was encapsulated with record signing Alexander Isak absent at Old Trafford and third-choice Freddie Woodman and fourth-choice Armin Pecsi as their two goalkeeping options. Mohamed Salah, also ruled out with injury, watched on from the directors' box and how Liverpool could have done with the Egyptian, who has scored more times against Manchester United in the Premier League than anyone else.
Elections could be crucial for WI mental health legislation
This election year in WI may be pivotal for mental health legislation. There'll be new lawmakers in Madison, so let's be prepared to seek changes.
How Latter-day Saints church members’ politics have shifted
A Boise State professor said President Donald Trump’s rhetoric has helped drive the change.
MinnPost analysis: How Minnesota’s remarkable response to Operation Metro Surge changed politics
The pushback to Operation Metro Surge impacted policy and congressional politics, it’s also redefined how Americans relate to immigrants.
Samsung Galaxy Z Flip8 to bring crease-free display and new hinge
Don't expect any other major changes, though. Samsung’s Galaxy Z Flip (and Z Fold) series is preparing to enter its eighth generation later this year, and...
Global Health & WASH: May 2026 Funding Opportunities (14 new opportunities!)
The May update for Global Health & WASH brings new calls that cluster around three distinct shifts: LMIC research leadership moving from funder encouragement into a hard eligibility constraint, pharmaceutical and corporate-linked funders running structurally independent education and use-inspired research portfolios at substantial scale, and AI adoption shifting decisively from speculative tool to operational capability across health and WASH systems alike. In LMIC Research Leadership as Eligibility, Not Encouragement, Wellcome anchors the dominant signal of the month with three separate major calls that all require or strongly center LMIC leadership in their basic eligibility architecture. Wellcome’s ESIC Hubs (£1.5-£1.9M per hub over 3-5 years) explicitly requires an LMIC-based lead applicant, treating Global South leadership as a design constraint rather than a participation goal. Wellcome’s Infectious Disease Clinical Trial Development Award funds transdisciplinary teams whose lead must be a mid-career or established researcher based at an organization in Africa, South Asia, or Southeast Asia. Wellcome’s larger Infectious Disease Clinical Trial Award (£1M-£8M for optimizing licensed interventions) requires the administering organization to be in eligible LMIC regions and at least 50% of applicants based there. Around Wellcome, the same pattern shows up at smaller scale and across funders: CHINNOVA channels $1M into West and Central African research institutions for climate-health work; IBRO’s Neuroscience Training Grants explicitly tier ceilings by region of residence with Africa receiving the highest amount ($5,000); IHME’s GBD Emerging Researcher Award reserves at least one of its two annual awards for an LMIC researcher; Sidaction’s HIV Cure call funds research teams across France, the Netherlands, and eligible African countries with a minimum two-country collaboration requirement. Taken together, these calls signal a meaningful shift in how research equity is being operationalized — not as encouragement language at the bottom of a call, but as a structural feature of who can lead, where the work must be administered, and what proportion of the team must be regionally rooted. In Pharma-Funded Independent Medical Education and Use-Inspired Research, the lineup this month is unusually deep. Pfizer alone runs four parallel calls under independent education and quality improvement frameworks: a Migraine and Women’s Health RFP (200K x 2-year, $500K pool), Migraine IME ($200K, $1M pool), JAK Inhibitor evidence-based education ($100K), and Maternal Vaccination HCP Education in Saudi Arabia ($75K), plus a separate Pediatric Pneumococcal Surveillance research call in Saudi Arabia ($400K per project). Novo Nordisk Foundation runs four parallel calls of its own at substantial scale: Infectious Diseases Catalyst Grants (DKK 60M pool, up to DKK 7M collaborative), Non-Diabetic Endocrinology Collaborative Grants (DKK 53M pool, DKK 5-10M per project), Pioneer Innovator Grant Health (DKK 1.1M), and Distinguished Innovator Grant Health (DKK 6.8M). LEO Foundation deploys DKK 2-4M per project for dermatology research excellence. Pfizer’s framing across calls deliberately separates the funding from product promotion, emphasizing measurable practice-relevant change and structural distance between scientific outputs and commercial activity. Novo Nordisk’s “use-inspired” hard filter pushes researchers toward a credible translation pathway from mechanism to deployable tool. The pattern: industry-aligned funders are running structurally independent portfolios at meaningful $ that fund implementation evidence, not promotion. In AI as Operational Capability, Not Speculation, several calls this month explicitly treat AI adoption as a near-term operational question with real evidence and governance requirements, rather than a speculative trend to be watched. Wellcome’s ESIC Hubs frames AI as “the accelerator” for evidence synthesis, asking hubs to translate technical innovation into adoption-ready workflows that can match real-world policy timelines. UNICEF Venture Fund’s new Climate Tech for Children’s Health call funds for-profit startups deploying AI, machine learning, and blockchain in low-resource environments, with a strict requirement that solutions must already have a working prototype with promising pilot results. The Water Research Foundation has launched two simultaneous AI calls treating reproducibility, cybersecurity guardrails, and human-in-the-loop deployments as core design constraints rather than nice-to-haves: one on GenAI and Agentic AI in water utilities ($200K), one on alternatives to water shutoffs that explicitly screens for implementation economics evidence. Nordic Innovation’s quantum technology call (NOK 4.5M) extends the same logic into life science and healthcare, demanding consortium-stage projects mature enough to test with real users. TEF-Health offers €300K in subsidized testing infrastructure for European healthcare AI and robotics SMEs. The pattern: funders are converting AI pilots into playbooks, requiring transfer evidence and risk controls before AI can move from experimentation to sector-wide operational practice. For LMIC-based researchers in infectious disease or evidence synthesis, the three Wellcome calls together represent the deepest concentration of LMIC-led research capital in recent memory — pair the Infectious Disease Clinical Trial Development Award (£200K, deadline May 19) as a strategic pipeline feeder into the larger Infectious Disease Clinical Trial Award (£1-£8M, deadline June 2), since the development award functions explicitly as a track into the larger trial scheme. For Nordic researchers, the four Novo Nordisk Foundation calls plus LEO Foundation and Nordic Innovation Quantum represent ~$30M in regional research capital this cycle, all with deadlines clustered in May-August. For WASH practitioners, the three Water Research Foundation calls together (each up to $200K) are a cluster worth reading across — one on AI deployment, one on shutoff alternatives, one rewarding applied innovation — and the strongest applicants will articulate how their work bridges utility operations to policy-relevant evidence. For US-based clinical researchers and educators, the four Pfizer calls plus the APF Portfolio’s 80+ programs form an unusually accessible recurring pipeline; APF’s prohibition on indirect costs is a meaningful structural feature for early-career applicants whose institutions might otherwise absorb significant overhead. Snapshot of New Opportunities Total Estimated Funding Pool: $100 Million+ USD The grants are organized into three categories: Open Calls: Current grant and opportunities with a deadline. Grants are listed by closing date. 39 open opportunities- 14 new! Rolling Applications: current grant and opportunities with rolling applications (but it’s still best to submit as early as possible). 14 rolling opportunities- 1 new opportunity! Long term planning: Grants that have closed their current rounds, but are expected to open new windows. 4 long term opportunities! A quick tip for returning readers: if you want to jump straight to the newest additions, use CTRL F to search for “New!” and navigate quickly to the latest funding opportunities This post is for paid subscribers. This helps support the time and effort it takes to curate and organize these opportunities. Subscribe To keep this accessible to everyone who needs it, we’re happy to offer pay what you can rates. You can find more details here. Open Calls: Migraine Competitive Grant Program: Migraine and Women’s Health (Quality Improvement and/or Research RFP), Pfizer.*Closing soon!* Pfizer, in collaboration with the American Headache Society, is seeking independent quality improvement and research projects that close persistent gaps in migraine care for women across the United States. The funding logic centers on measurable, practice-relevant change: proposals should generate actionable evidence, tools, or system improvements that can be shared and used widely, not just within a single site. Priority areas span menstrual migraine and screening in women’s health settings, the role of hormonal fluctuations across the lifespan, sex-specific risk factors, comorbidities and quality-of-life burden, and disparities in outcomes by race, ethnicity, and socioeconomic status. The call is structured as a two-step competitive process with an initial Letter of Intent, with the strongest concepts expected to translate scientific insight into implementable improvements in diagnosis, management, and equity. Geographies: United States. Who can apply: U.S.-based organizations (not individuals), including professional schools, healthcare institutions, professional organizations, and other entities focused on healthcare improvement. Funding amount: Up to USD $200,000 total over 2 years; total pool USD $500,000. Targeted Sectors / SDGs: Health; Focus areas: migraine, women’s health, quality improvement, clinical research, menstrual migraine, health disparities. Deadline: LOI: May 5, 2026; Full proposal (by invitation): August 28, 2026. Learn more and apply here. This RFP rewards “shareable impact”: the most competitive submissions will pair rigorous methods with a clear plan for system uptake and dissemination beyond the originating institution. ReSSARC: Strengthening the Health Sector and Food Security in the Central African Republic (AID 013381/01/0) Call for Proposals, Italian Agency for Development Cooperation (AICS). *Closing soon!* AICS is seeking a limited set of high-capacity humanitarian partners to deliver an integrated package that stabilizes essential health services while reducing acute malnutrition and strengthening food security resilience in priority areas of the Central African Republic. The funder’s logic is explicitly nexus-based: proposals should meet urgent, life-saving needs while reinforcing local systems, coordination mechanisms, and community-level capacity so results persist beyond the emergency window. AICS emphasizes inclusion and protection outcomes, expecting gender-sensitive design and explicit measures for groups facing compounded vulnerability, including women, children under five, internally displaced people, and people with disabilities. The call also signals a localization pathway, encouraging stronger collaboration with national NGOs and balanced partnerships, alongside clear coordination with existing cluster and humanitarian actors to minimize duplication and improve coverage. Geographies: Central African Republic (Bangui, Ombella-Mpoko, Ouham, Ouham-Pende, Lim-Pende, Lobaye). Who can apply: Non-profit organizations registered with AICS, plus eligible non-profits without an office in Italy that have a pre-existing collaboration agreement with an AICS-listed organization. Funding amount: Total pool EUR €1,800,000; max EUR €800,000 (single applicant) or EUR €1,000,000 (ATS). Targeted Sectors / SDGs: Health; Focus areas: malnutrition prevention and treatment, maternal and child health, community health services, food security and resilience, localization partnerships Deadline: May 5, 2026. Learn more and apply here. This call is structured to reward partners who can link frontline service delivery to system durability and localization, not just short-term coverage gains. Contracts for Innovation in drug and alcohol addiction healthcare, Innovate UK. *Closing soon!* Innovate UK, on behalf of the Office for Life Sciences Addiction Healthcare Goals program, is procuring R&D to accelerate innovations that can improve treatment outcomes, strengthen recovery, and reduce harm and deaths linked to drug and alcohol addiction. The competition is positioned as a market-facing readiness push: selected projects are expected to advance solutions toward later-stage validation, generate evidence of user acceptability and UK market fit, and map credible routes through regulatory and certification requirements. Innovate UK signals a preference for innovations that can be field-tested in relevant UK settings and progressed to TRL 6 or 7, with practical plans for commercialization after contract completion. This structure favors applicants that can execute most work in-house, co-develop with service providers and people with lived experience, and translate technical progress into deployable tools for addiction healthcare delivery. Geographies: United Kingdom. Who can apply: Single organizations of any size (including EU, EEA, or international) leading delivery, with most work and key deliverables carried out in the UK; subcontractors for specialist skills only. Funding amount: GBP £200,000–1.5 million per project (inclusive of VAT); Total pool: GBP £20 million (across two strands). Targeted Sectors / SDGs: Health; Focus areas: Mental Health, Health Systems Strengthening, Research & Development, Technology Access. Deadline: May 6, 2026 (11:00am). Learn more and apply here. This call uses procurement to pull near-market addiction innovations toward operational proof and adoption pathways in UK services.
Is it true that … your lungs regenerate when you quit smoking?
Our lungs have evolved to heal from damage, but for some cigarettes will cause changes beyond the body’s ability to fix them
Insider: Aaron Gordon 'would obviously fit in' with Lakers
The Nuggets could make big changes this offseason, and according to one insider, forward Aaron Gordon could fit in well with the Lakers.
‘Restart And Shut Down’—Microsoft Confirms Windows Update ‘Disruption’
Check your PC now as these critical Windows Update changes go live.
How Entertainment and Gambling Have Changed in Rockaway Beach and NYC in Recent Years
Rockaway has always known how to keep people busy. The boardwalk drew crowds long before most of the city looked the way it does now, and a day out here meant noise, movement, and something happening just down the stretch. That same pull now runs through New York’s gaming scene, from casino floors in Queens
Mathematical Business: Louis Rusconi
Louis Rusconi said he wasn’t even supposed to go to Wake Forest. Originally committed to Syracuse University, Rusconi received a call from Wake Forest on July 13, 2022, that would change his life forever. “I remember getting that call,” Rusconi said. “It was one of the best things that ever happened to me, honestly, and...
Fantasy Basketball Exit Interview: Celtics' playoffs dreams quickly vanished, are changes on the way?
‘Political violence is reshaping who runs’: Report details threats to LGBTQ+ candidates
More than half of candidates changed how they campaigned due to safety concerns, limiting visibility and voter engagement.
‘Magic for Non-believers’ to change minds
Peter Boie will perform “Magic for Non-believers” at the Blue Hill Public Library on Saturday, May 16, at 3 p.m.
The 1893 Chicago World’s Fair in 9 stunning color photos
Little remains of the massive, 630-acre grounds that changed history.
An 8-year-old boy's backyard discovery literally changed science forever
One summer day, 8-year-old Hugo Deans spotted a cluster of tiny, BB-sized spheres (galls) near an ant nest in his backyard.
Health Ministry changes medical cannabis guidelines, passes responsibility to insurance funds
Cannabis may still be considered in severe cases, such as insomnia or acute distress, but only alongside proven treatments like psychotherapy and under close supervision.
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.
Malaria didn’t just kill early humans, it shaped who we became
Long before humans spread across the globe, a deadly disease may have quietly shaped where our ancestors lived—and even how we evolved. New research reveals that malaria didn’t just threaten early human survival; it actively pushed populations away from high-risk regions across Africa, fragmenting groups over tens of thousands of years. This separation influenced how different populations met, mixed, and exchanged genes, helping shape the genetic diversity we see today.
This $10 accessory changed how I use my Android phone, and I should have bought it sooner
Multitasking is no longer a chore
House Republicans caved — and changed the politics of government shutdowns
For the first time, the side precipitating a government shutdown neither had to cave in the end nor suffered a backlash for holding out.
How do March Madness changes affect Tom Izzo legacy?
Tom Izzo has coached Michigan State basketball to a record 27 straight NCAA Tournament berths. Would an expanded field to 76 teams alter that legacy?
How one Wilmington nurse found her calling in pediatrics
Morgan Freeman changed her career path from engineering to nursing after helping a child take first steps with a prosthetic.
Meet Delaware's Most Influential Delawareans in Industry for 2026
Meet the Delawareans making change happen in 2026 in industry and development, part of our Most Influential & Inspiring series
Vi Lyles chooses big business over the public again in Charlotte
Our readers comment on Charlotte Mayor Vi Lyles, the James Comey indictment, Donald Trump, mental health awareness and climate change urgency | Letters to the Editor
Months after the FDA's label change for Tylenol, what's changed?
In September, the U.S. Department of Health and Human Services, led by Robert F. Kennedy Jr., announced it was issuing a safety change for the medicine...
Richard Hughes offered incredible £43m deal for Portugal star forward
Big changes are coming to Liverpool’s attack this summer. Mohamed Salah will be leaving the club after nine glorious years - with the Premier League champions agreeing to tear up his £400k per week...
Blazers reportedly expected to pursue Giannis Antetokounmpo, but an impending rule change makes things harder
Antetokounmpo's fate in Milwaukee has not yet been settled: he'll either re-sign or the Bucks will trade him
‘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
Washington coalition attempts universal health care as exchange enrollment declines
Dads and mental health: How conversations can lead to change
Many dads would agree that fatherhood can be challenging.
‘Action Is Needed’—Microsoft Changes Windows Update In 10 Days
Microsoft's critical Secure Boot security is about to expire on more than 1 billion PCs. Here's what to do.
Kemp won't seek to change Georgia's congressional map this year
There will be no changes to Georgia's congressional map before the 2026 midterm elections are held, Gov. Brian Kemp said on Friday.
How a double substitution turned Leeds' season around
If Leeds are able to retain their top-flight status, the majority of supporters are likely to point to wins against relegation rivals Wolves, Burnley and West Ham as the defining moments of the season. The 49-year-old is more likely to point to a 3-2 defeat by Manchester City in late November as the moment his side's fortunes changed - and the numbers back it up. After goals from Phil Foden and Josko Gvardiol put City 2-0 up inside 25 minutes, Leeds were left fearing the worst.
Andrew Painter’s First Month
Let’s dive into what he is doing and what could change next.
Crimson Desert Gets A Surprise Feature To Keep Fans Playing
The latest patch makes an important change to how war works
Business Leaders Say Adapting to AI Is Essential to Survival
Executives from IBM, VaynerX and Deepblocks talk to TIME100 about the blistering pace of change all companies are facing in the age of artificial intelligence.
The politics of Trump's ballroom
WEST PALM BEACH, Florida — President Trump was about a half-hour into his second speech of the day, musing about the danger he faced last week at the White House Correspondents’ Dinner. “Saturday night, it was good for one thing. People are loving my ballroom now,” Trump told a crowd last night. “That’s the only thing. They love my ballroom.” Ever since he was hustled off stage at the Washington Hilton last week, after an attempted shooter breached the dinner’s security perimeter and sent guests diving to the floor, the president has argued that the incident is proof for why his White House ballroom is needed. Only his planned $400 million, 90,000-square-foot project, Trump has reasoned, can keep a president truly safe at major events. It’s true that a bunch of GOP lawmakers have jumped on board with new legislation and words of support for Trump’s project. House Speaker Mike Johnson, Sen. Rand Paul and other prominent Republicans went on TV to talk about the need for a ballroom. But as we reported at The Washington Post this week, “people” aren’t really changing their minds on Trump’s ballroom. A new Post-ABC News-Ipsos poll found that most Americans still oppose the ballroom project: 56 percent against it versus 28 percent in favor. The numbers are the same as a poll from last year, the Post’s polling whiz Scott Clement found. Other new polls have found similar margins, too. “I’m just not a giant fan, especially of extravagance,” one independent voter told me. “I mean, in the era we’re in right now, given how much people are struggling, it just doesn’t make a lot of sense to me to spend $400 million on a ballroom.” How we got here The Washington Post has followed Trump’s ballroom project very closely. (My colleague Jonathan Edwards may have written the most total words of any reporter about the project; I may be second.) The project exploded as a national issue after Trump tore down the White House’s East Wing after initially promising not to touch it.1 Historic preservationists sued, and about a month ago, a federal judge ordered a halt to ballroom construction.2 The only way the ballroom could proceed, U.S. District Judge Richard Leon ruled, was if Congress explicitly authorized Trump’s plans. (An appeals court has stayed Leon’s order for now.) The judge’s ruling raised an obvious question: would Congress authorize the project? Keep in mind, “authorization” doesn’t mean that Congress needs to necessarily fund the planned $400 million project; they could just sign off on the private donations that Trump has solicited to pay for the ballroom.3 But GOP lawmakers really didn’t want to talk about the ballroom, we reported at The Post just a few weeks ago. One major reason was the ballroom’s bad polling — not a small detail with many of their own midterm elections looming. The White House Correspondents’ Dinner incident, and Trump’s advocacy, may have changed the political conversation around the ballroom. As this week’s polling shows, it doesn’t seem to have affected the fundamental questions surrounding the project. To put it another way, voters still say that cost-of-living concerns are top-of-mind heading into the midterms. Some Republican and independent voters have told me that they see the ballroom as a vanity project that will help Trump but do nothing for their own lives. It might not help Republicans that Trump has dismissed some of the cost-of-living concerns. He’s described “affordability” as a buzzword manufactured by Democrats whose policies helped cause inflation. “They’ve got one good line of bullshit,” Trump said in his first speech yesterday, delivered at a Florida retirement community known as The Villages. Thanks for reading Dan Diamond's newsletter! Subscribe for free to stay up-to-date on my work. Subscribe Speaking of Trump’s speeches… I’m down in Florida because it’s my “duty week” as a White House reporter — basically, I follow the president wherever he goes. (And then hand the baton off to one of my Washington Post colleagues next week.) As part of my duty week, I’ve spent a few days covering the White House’s reaction to Saturday’s attempted shooting, including officials’ review of the security protocols to protect the president. Trump was restrained in the wake of the incident, addressing the nation from the White House briefing room about the need for peaceful dialogue and trying to lower the temperature. But he’s clearly been itching to get back out of the White House, and I was curious to hear how his Florida speeches would go. And — to my ears — it was an unburdened Trump. Not the one we saw Saturday night in the White House briefing room, but the one we witnessed on the campaign trail in 2024. Loose, dropping profanities, mocking everyone, including members of his team. “We have a man here who knows more about Medicaid, Medicare, medical crap than any human being. Where’s Dr. Oz? Where the hell are you, stand up,” Trump said, referring to Mehmet Oz, the administrator of the Centers for Medicare and Medicaid Services. “It’s the most boring trip I’ve ever made. He’s telling me about Medicare, Medicaid. All I want to do is take care of you, I don’t care. I said, ‘You work out the details.’” I wrote up the speech, as Trump headed to West Palm Beach to deliver more remarks a few hours later. The White House didn’t like my story. Their rapid-response team called it the work of a “total loser”4 and “a miserable TDS-ridden moron.” You can be the judge of whether it’s a fair story or the product of someone afflicted with “TDS.” (The White House’s shorthand for “Trump Derangement Syndrome.”) I’ve pasted the story below with a gift link, meaning that you don’t need to be a Washington Post subscriber to read it. It might prompt you for an email address, though. Meanwhile, I’ll be down in Florida for the rest of the weekend, covering the president. It’s TBD whether those stories will be deemed TDS-afflicted, too. 1 Jonathan details the past six months of ballroom fallout, reactions and the implications for executive authority here. I also had a great time talking about Trump’s ballroom and other projects with Australia’s ABC News Daily on a podcast this week. 2 The judge allowed underground construction and national security-related work to continue. But that hasn’t been enough for Trump, who says the ballroom itself is essential for his protection. 3 The ballroom donors include companies like Palantir, Google and Amazon. For transparency, Amazon founder Jeff Bezos owns The Washington Post, where I work. No one has ever interfered with our team’s coverage of the ballroom or our mentions of Amazon or Bezos, and if that changed, I’d speak out. 4 To be fair, I’ve spent the morning working on stories and writing this Substack post rather than enjoying the beautiful Florida weather. So they may be onto something about who’s winning and who’s losing.
🚨 PSG v Lorient XIs: Luis Enrique rings the changes!
PSG and Lorient meet on Matchday 32 of Ligue 1, with the Parisians fighting for the title and the visitors sitting comfortably in ninth place with nothing left to play for. For the match, this is how ...
Marvel Snap Dev Tries To Head Off Concerns About Recent Layoffs
Designer Ben Brode said the mobile card game's roadmap hasn't changed
Dodgers notes: Miguel Rojas, Kiké Hernández, Max Muncy, Teoscar Hernández
With the Dodgers back in St. Louis this weekend, Katie Woo at The Athletic wrote about a pep talk last June in St. Louis that Kiké Hernández gave to Miguel Rojas, who was struggling both at the plate and mentally: “I wanted to change the mentality, because if he didn’t, he was going to be […]
Scientists discover new enzyme that could supercharge weight-loss drugs
Researchers at the University of Utah have discovered an enzyme called Pap B that will chemically change and update drugs like Ozempic and Wegovy making them stronger and last longer.
Cuban Americans have been big Trump backers. His Cuba policy may change that.
Florida’s Cuban American community is on a pressure campaign to make sure the Trump administration knows it’s regime change, or else.
"We are killing them all over again": Critics say history is being erased as Trump reshapes narratives at national parks
At national parks, visitors will be confronted with changes enacted after Trump’s order to remove or replace narratives that “disparage” Americans.
Takeaways from Tallahassee
Florida’s roads and leadership move forward, even as maps change.
Too early projection of the 2026-27 Penguins
It’ll be another offseason of change in Pittsburgh. Last season, the Penguins dropped eight players from the last game of the 2024-25 season to the following opening night lineup in October. A few more like Phil Tomasino, Danton Heinen and Tristan Jarry were soon to follow not long after the season began. That adds up […]
Live Kentucky Derby updates: All horses, latest odds, scratches, picks
It's Derby Day from Churchill Downs! Stay with us for live Kentucky Derby updates, including late scratches, odds changes, post time and race results.
Event With Links to Oil Industry Teaches Judges "Healthy Skepticism" of Climate Science
As congressional Republicans accuse climate scholars and lawyers of colluding to influence the judiciary, a symposium hosted by a center funded by the fossil fuel industry educates judges about free-market views of climate science.
Cesar Chavez Boulevard signs removed impacting local businesses a second time
A corridor in southeast Fresno is undergoing another name change, impacting local businesses as the city removes and replaces hundreds of Cesar Chavez street signs.
University of Iowa propels space science forward with opening of spaceflight lab
In order for scientists to know how equipment will fare in space, they must test tools in a variety of manners — vibrations, thermal changes, if materials will warp when
Your Roku TV is watching you — 3 settings to change right now
The hidden Roku settings that are snitching on your viewing habits
Hochul says budget deal could come next week
Notably, Hochul didn't rule out an upstate opt-in pied-à-terre tax or foundation aid formula changes.
Arden Fair mall has been in Sacramento for nearly 70 years. A timeline of its growth.
Since its construction in 1957, Arden Fair mall has gone through many changes over the decades.
Microsoft’s faster, less annoying Windows 11 is coming into focus
Microsoft is starting to roll out its promised changes to make Windows 11 cleaner, calmer, faster, and more productive.
Oscars organization addresses AI in new rules
The new rules also include significant changes to the much-criticized international film category
Apple Stops Offering Mac Mini With 256GB of Storage, Starting Price Rises to $799
Apple this week stopped offering a 256GB storage option for the Mac mini worldwide. As a result, the desktop computer now has a higher starting price. In the U.S., for example, the Mac mini now starts at $799 with the M4 chip, 16GB of RAM, and 512GB of storage, whereas it previously started at $599 with the M4 chip, 16GB of RAM, and 256GB of storage. Mac mini models with the M4 Pro chip already had a minimum of 512GB of storage, so there is no change to pricing for those configurations.
Disability Belongs Reveals Virtual Cohort Participants For 2026 Entertainment Lab
EXCLUSIVE: Disability Belongs, a national disability-led nonprofit known for creating systemic change in how society views and values people with disabilities, has announced a new virtual cohort of pa...
New Oscars rules battle rise of AI to protect actors, writers — plus shocking acting category change
The Academy's latest rule changes rail against the rise of artificial intelligence and undo a decades-long stipulation in the acting categories.
Trump just replaced his surgeon general pick and it could change what you’re told about your health
After a year of delays, a new nominee is stepping in as fights over vaccines and public health intensify.
Youth Voices for Change: YWI Cabinet’s Agenda for Health Equity – Women's Foundation of Minnesota
WFM’s investment in building power and leadership with young people shows in the Young Women’s Initiative’s Statewide and Mankato Cabinets.
Lansing Latino legislative advocacy event brings labor issues, maternal health into focus
In the basement of a church in downtown Lansing, members of Michigan’s Latin community grappled with policy and bold ideas that could help them protect their civil rights and attain tangible political power statewide. On Thursday, MI Poder, a nonprofit organization dedicated to amplifying Latinx grassroots efforts and justice-driven policy change, hosted its fourth-annual Latino […]
Whisky tariffs deal sparks political squabble over who claims credit
Party leaders quickly changed their campaign plans after Donald Trump's announcement on the tariffs deal.
Breaking the Cycle: Behavioral Health Diversion Strategies for Counties
This interactive fireside chat brings together county leaders and behavioral health experts to explore how communities are building the diversion infrastructure to change outcomes.
Cboe layoffs: exchange cutting 20% of workforce in 2026
The exchange operator notified affected workers Friday as part of a broader strategic realignment that also includes selling its Canadian and Australian operations
MN governor race to replace Walz sees major shakeup as GOP contender ends campaign: 'Don't see a path'
Minnesota Republican Kristin Robbins drops out of the governor's race, saying the math changed after Sen. Amy Klobuchar became the Democratic pick.
Emerald Youth Foundation pivots to building its sports complex in Five Points
The Christian nonprofit planned to build on Chilhowee Park land, will was forced to change plans. It bought private property instead.
Scientists discover a hidden brain “cleaning” effect triggered by movement
Scientists have uncovered a surprising link between simple body movement and brain health: every time you tighten your abdominal muscles—even slightly—your brain may gently sway inside your skull. This subtle motion, triggered by pressure changes in connected blood vessels, appears to help circulate cerebrospinal fluid around the brain, potentially flushing out harmful waste.
Michael Phelps, Bill Gurley And Other GOATs’ Advice For Business And Life
More from the Under 30 Summit—from Dwyane Wade, Bill Gurley and young changemakers "hijacking" their industries.
Subnautica 2's early access has chased a campervanning game about starting fires and hacking PCs into an earlier release
Campervanning game Outbound has moved its release date to avoid clashing with Subnautica 2's early access.
Cboe is Slashing 20% of its Staff in Bid to Focus on Core Businesses
The derivatives exchange will also tighten its work-from-home policies and offer voluntary-retirement packages to older employees.
I'm trying to delay menopause to 60. Here's how I'm doing it
Kayla Barnes-Lentz is using diet, lifestyle changes, and experimental treatments to slow ovarian aging and push menopause as late as possible.
Health clinics exempt from drug discount rule change
A major overhaul to a federal drug discount program Indiana officials allege is being misused to generate hospital profits will exempt dozens of clinics serving low-income Hoosiers.
Saudi Big Spending Changed Sports and More. So Will the End of That Era.
The kingdom is pulling back from a costly and high-profile golf venture amid mounting financial concerns, raising questions about its plans.
What’s changed about the 2028 Democratic presidential field? Kamala Harris
It’s too early to start really handicapping the 2028 presidential race, but some would-be candidates are already making serious moves.
Coffee is complex. Can science standardize it for the better?
Ask any coffee aficionado, and they’ll tell you: A good cup is about more than the beans. The flavor is affected by lots of things – the roast and fermentation of the beans, the coarseness of the grind, the brewing temperature and even the chemicals in the water used to brew it. But there are very few quantitative ways to assess all the flavor variations. Current industry standards measure the concentration of coffee, but they often miss qualities like the acidity, brightness and fruitness. Scientists at the University of Oregon are trying to change that using a tool called a potentiostat that’s often used to measure the charge in batteries.Interested in more food and beverage science? Email us your question at shortwave@npr.org and we may turn it into an episode!Listen to every episode of Short Wave sponsor-free and support our work at NPR by signing up for Short Wave+ at plus.npr.org/shortwave.
iPhone Ultra Leak: Why Apple’s 4.5mm Foldable Design Changes Everything
Leaked iPhone Ultra design details reveal a record 4.5mm thickness, creaseless 7.8" display, and A20 chip. Coming later this year.
How to Build a Superteam That Keeps Getting Better
In periods of rapid change, the teams that outperform everyone else are not those with the best plans or the most talent but those that learn the fastest. Research across thousands of teams reveals a consistent pattern: High-performing teams—“superteams”—build cultures of continuous improvement. Their leaders encourage experimentation even when things are going well, make curiosity and intellectual humility contagious, surface problems early, stay close to the work, give feedback that supports learning rather than punishing mistakes, and invest in people’s growth even when it doesn’t pay off immediately. When work is tied to shared meaning and progress matters more than perfection, teams become more resilient, adaptable, and capable of sustained success—in business settings and beyond.
Why Iraq’s Politics Haven’t Changed
Iraq’s latest prime minister designate, Ali al-Zaidi, is an embodiment of the corruption that has held Iraq hostage for over 20 years.
Stop-and-go science: Researchers pivot to try to salvage important work
The pace of climate change and funding disruptions force scientists to rethink how research is done.
New treatment cuts bad cholesterol by nearly 50% without statins
A new breakthrough could change how high cholesterol is treated, offering a powerful alternative to traditional drugs. Researchers have developed tiny DNA-based molecules that shut down PCSK9—a key protein that keeps “bad” LDL cholesterol circulating in the blood. By blocking this protein, cells can absorb more cholesterol instead of letting it build up in arteries, dramatically lowering levels linked to heart disease.
Supreme Court decision sets off gerrymandering scramble
Republican-led states are eying changes to boost the GOP’s gerrymandering effort at the expense of voters of color
Scott Clem: What's Changed In My Politics
Columnist Scott Clem writes, "At the GOP convention, a sweeping set of bylaw changes was pushed through under rules that silenced debate. They were…
Computer science grad earns IBM fellowship for AI research
Modern medicine runs on data organized into tables and charts that help doctors make fast, informed decisions. Survival rates and prescription side effects are often distilled into formats that can be scanned in seconds. But that clarity doesn’t come easily. The data must be extracted and organized, often through a time-consuming process that can leave critical information buried deep in research reports.Naman Ahuja wants to change that.
Synthetic biology promised to rewrite life – with the death of its pioneer, J. Craig Venter, how close are scientists?
Advances in genetic engineering have enabled researchers to seek ways to program new life. But has synthetic biology actually changed medicine and the environment, nearly two decades on?
Draymond Green on how Klay Thompson’s exit changed Warriors dynasty
Draymond Green admitted the Warriors dynasty ended when Klay Thompson left for Dallas in 2024. Thompson's own future with the Mavericks remains uncertain.
Gov. Josh Stein signs $319M Medicaid funding bill in North Carolina
Gov. Josh Stein signed a $319M bill Thursday, April 30, 2026, ending a months-long North Carolina Medicaid impasse to provide funding care for 3 million residents while adding policy changes.