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Google launches Gemini for Science AI research toolkit
The Gemini for Science suite includes three experimental tools covering hypothesis generation, computational testing, and literature review
I Hiked Using Robot Legs in the Grand Canyon. I Didn’t Even Need My Cane
After testing out the Hypershell X Ultra S exoskeleton on a Grand Canyon hike, I learned that this tech is a tool, not a cure for my disability. Here’s what it can do for you.
Don't drive your Cybertruck into a lake
Police said the 70-year-old driver was testing out the truck's Wade Mode setting. He ended up spending the night in jail.
MEET THE SAILORS, FLY-BYS AND NON-STOP ENTERTAINMENT – WHAT NOT TO MISS IN CAGLIARI THIS WEEKEND
The first stop on the ‘Road to Naples’ for the Louis Vuitton 38th America’s Cup is happening this weekend in Sardinia, on the beautiful waters of the Bay of Angels sat before the bustling port city of Cagliari. Forecasters are predicting ‘champagne’ conditions for the eight teams contesting the Prelim Regatta, and if the sea-breeze comes in, we can expect a feast of top-class international foiling in the world’s most exciting fleet-racing class – the AC40.
Trump targets Massie in explosive Kentucky showdown as six states hold high-stakes primaries
Six states hold primaries Tuesday testing President Trump's grip on the GOP, with high-profile races in Kentucky, Georgia, Alabama, Oregon, and Pennsylvania.
Problematic hinge could delay the iPhone Fold
A new rumor claims that the iPhone Fold's reported testing delays are because of significant issues with the hinge that could prevent Apple from launching it in 2026.
Five years later, Windows 11 brings back much-missed taskbar options (and more)
Microsoft is also testing a smaller taskbar and more customizable Start menu.
Windows boot partition runs out of space for Microsoft's May security update
Testing? We've heard of it
Ancient Chinese movement shows promise for reducing blood pressure at home, study says
An ancient Chinese exercise called baduanjin could help lower blood pressure as effectively as some medications, according to a new clinical trial.
A North Carolina farmer is testing whether Democrats can still win rural America
In North Carolina, Jamie Ager is distancing himself from his national party to win a congressional seat.
The movable Taskbar is back on Windows 11 — here is how to test it now
Microsoft is now testing the option to move the Taskbar to the side of your screen on Windows 11.
Google explains why some new Gmail accounts only get 5GB storage
In a statement to Android Authority, Google confirmed it is testing a new storage policy that offers reduced free storage in select regions.
NASA’s new AI space chip could let spacecraft think for themselves
NASA is testing a next-generation space computer chip that could give spacecraft the ability to operate far more independently in deep space. The radiation-hardened processor is showing performance levels hundreds of times beyond current spaceflight computers while surviving punishing tests designed to mimic the harsh conditions of space. The technology could enable AI-powered spacecraft, faster scientific discoveries, and smarter missions to the Moon and Mars.
The era of 15GB free Gmail storage is ending
Google could be testing a change to its free storage tier by offering 5GB free storage instead of 15GB with Gmail accounts.
UConn Health Earns Accreditation for Noninvasive Vascular Testing
Enables early detection of life-threatening heart disorders, stroke, other cardiovascular disease
San Francisco 49ers Headed to Mexico City
The Niners trade Levi’s Stadium for Estadio Banorte, bringing a primetime clash against Minnesota to a fervent international crowd while testing the league's push for global dominance.
Family spent a year in Spain; 3 countries later, they found a new home
Victor Trac traveled with his family while working remotely, renting Airbnbs, and testing out potential hometowns along the way.
Routine testing is needed to locate patients who may not benefit from clopidogrel
Up to 30% of U.S. patients carry genetic variations that reduce the effectiveness of clopidogrel, an antiplatelet medication sold under the brand name Plavix.
Apple Releases iOS 26.5: New Update Adds Long-Awaited Feature For iPhone
After a month of testing, Apple has released a new update for iPhone with a major upgrade to messaging.
New Harvard Business School Research Takes Aim At Some Of AI’s Biggest Assumptions
From market research to investor behavior, HBS faculty are testing what generative AI actually changes (and what it doesn’t).
2026 NBA Mock Draft: Clippers take a huge swing at No. 5, Darius Acuff falls to Kings at pick No. 7
Testing and measurements are starting to roll in from the NBA Draft Combine. For this mock draft, the fun likely starts at pick No. 5 when the Clippers are on the clock
Can spreading basaltic volcanic rock dust improve crops and the health of Florida’s soils?
UF researchers are testing volcanic rock dust to improve soil health across the state’s sandy and organic farmlands.
Scientists discover surprising new way to control light
In a breakthrough that could transform medical testing, data transmission and future quantum technologies, scientists at the University of Witwatersrand and the University of East Anglia have uncovered a hidden property of light that allows it to twist, spin and behave differently - without mirrors, materials or special lenses.
Hantavirus testing of UK passengers well under way, health officials say
Passengers self-isolating in Merseyside remain "healthy and asymptomatic", the UK's health security agency has said.
Louisiana Republican Julia Letlow Is Trump’s Big Midterms Gamble
She is locked in a bitter primary that is testing the president’s power to shape MAGA’s next generation.
iOS 26.5 Features: Everything New in iOS 26.5
Apple released iOS 26.5 after a few months of beta testing, and while it doesn't have the Siri features we were hoping for since those are being held until iOS 27, there are a handful of useful changes worth knowing about.
US officials: Hantavirus risk to Americans 'very low'
US health authorities say 18 Americans from the MV Hondius cruise ship have returned to the US, with one testing positive for hantavirus.
DEA Announces New Marijuana Registration Forms For Manufacturing, Distribution And Testing Businesses
The federal Drug Enforcement Administration (DEA) has announced it will soon be rolling out new forms for additional types of state-licensed medical marijuana businesses beyond dispensaries that want to take advantage of federal protections in line with the Trump administration’s cannabis rescheduling process. Last month, DEA launched a registration form for medical marijuana dispensaries only, […]
Black licorice compound shows promise against inflammatory bowel disease
Researchers have developed a stem cell-based model of the human intestine that may transform how new IBD treatments are discovered. After testing thousands of compounds, they identified glycyrrhizin — a natural substance found in black licorice — as a promising anti-inflammatory candidate. In both lab-grown tissue and mice, the compound reduced intestinal damage and cell death linked to IBD.
Apple Seeds Second iOS 26.5 and iPadOS 26.5 Release Candidates to Developers
Apple today seeded new release candidate versions of upcoming iOS 26.5 and iPadOS 26.5 updates to developers for testing purposes, with the software coming five days after the first RC. It's not clear what's changed in the second RC, but Apple typically sends out another candidate if there are bugs that need to be addressed. Registered developers can download the betas from the Settings app on the iPhone or iPad by going to the General section and selecting Software Update.
Katalyst Wraps Testing at NASA Goddard for Swift Boost Mission
A daring mission to lift NASA’s sinking Neil Gehrels Swift Observatory is now one step closer to launch this June.
Mozilla says Anthropic's Mythos found hundreds of flaws
Mozilla says Anthropic's unreleased Claude Mythos AI found security flaws that automated testing systems missed for years.
Flutter Entertainment (FLUT) Swings To Q1 Profit Testing Bulls’ Margin Expansion Narrative
Flutter Entertainment (NYSE:FLUT) opened 2026 with Q1 revenue of $4.3 billion and basic EPS of $1.24, while trailing 12 month revenue sat at $17.0 billion against a basic EPS of $2.12 loss, so the latest quarter lands against a still loss making year in aggregate. Over the past year, the company has seen revenue move from $14.3 billion on a trailing 12 month basis in Q1 2025 to $17.0 billion in Q1 2026, with quarterly EPS swinging between a $3.92 loss in Q3 2025 and $1.24 in the most recent...
AirPods with cameras reportedly in final testing at Apple
But the cameras aren't used for what you think they're used for.
Apple’s Camera-Equipped AirPods Reach Advanced Testing Stage in AI Device Push
Apple Inc. has reached the late stages of development for new AirPods with built-in cameras, a significant milestone for what will likely be its first wearable device designed for the artificial intelligence era.
‘Google Health’ replaces Fitbit app as new ‘Premium’ plan joins AI Pro
After months of Public Preview testing, Google is replacing the Fitbit app and launching “Google Health" as its new...
Samsung’s Finder and Now Brief are improving in One UI 9
Samsung’s Android 17-based One UI 9 may expand the Finder functionality and add the Driving Insights to Now Brief. These changes will follow the expansive list of design tweaks and features in the next major Galaxy update testing. More Finder flexibility One UI 8.5 dropped the legacy S Finder identity for a simpler Finder term. […]
Health officials see fewer pathogens in follow-up tests of Kona-low mud samples
Hawaii Department of Health officials today shared improved results from a follow-up round of environmental testing in areas affected by the Kona-low storms.
Betting on Trump's influence? How GA-14 runoff became a testing ground as prediction markets reshape 2026 elections
Prediction markets and political betting platforms are raising new questions about democracy, regulation, and voter behavior ahead of the 2026 midterms.
Open for business: Arcadia businesses frustrated by SR 70 construction
Road construction on State Road 70 in downtown Arcadia is testing the patience of local business owners.
Romania Lets Leu Weaken as Politics Again Tests Managed Float
A Romanian political crisis is once again testing the country’s managed float currency regime, with the central bank allowing the leu to weaken to record lows this week.
Ex-Microsoft marketer used free AI to launch her first solo venture
Kristin Ginn founded trnsfrmAItn, an AI consulting firm, using free AI tools for business testing, strategy, and client acquisition.
Google is building an AI agent that could be its answer to OpenClaw
Employees are testing a new "24/7 personal agent" internally called "Remy" that can integrate across Google's other services.
RCS Encryption Ready to Rollout Between iPhones and Android
Back in February, Google and Apple confirmed that they had begun testing end-to-end encryption (E2EE) through RCS when messages were sent between an iPhone and an Android device. That was all...
Supreme Court abortion case could force Trump to take a public stance on mifepristone
The return of abortion to the Supreme Court is testing President Donald Trump’s strategy of avoiding the issue as the anti-abortion advocates grow increasingly frustrated that his administration hasn’t done more to crack down on access to mifepristone, the drug approved to terminate pregnancies.
Apple Says iOS 26.5 Adds Three New Features to Your iPhone
iOS 26.5 includes three new features for iPhones, according to Apple's release notes for the update, which is expected to be released next week. As discovered during beta testing, iOS 26.5 enables end-to-end encryption for RCS messaging between iOS and Android devices. Apple says this security upgrade is limited to supported carriers around the world and will continue to roll out.
Two Georgia men sentenced in $522M health care fraud
Two Georgia men were sentenced for their roles in a $522 million scheme involving fraudulent genetic testing claims through Medicare and Medicaid.
Activists against Jeff Bezos hide 'urine' bottles at the Met Gala
Activists claim to have hidden bottles filled with 'urine' at the Met Gala, protesting Jeff Bezos' role as host and Amazon's practices.
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.
watchOS 27 to Offer New Watch Faces, Including 'Modular Ultra' Variant
For watchOS 27, Apple is testing new Apple Watch faces, and one of them is a simpler version of an existing Apple Watch Ultra watch face that could be coming to standard Series models. Writing in his latest Power On newsletter, Bloomberg's Mark Gurman reports that Apple is testing multiple new faces for watchOS 27, code-named "Orchid". One of them is said to be a "simplified take" on the Modular Ultra design.
Trump and GOP push for aggressive voter roll purges up until Election Day, testing precedent
For decades, it’s generally been assumed that any mass purges of voter rolls had to be completed at least 90 days out from an election.
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.
Advancing Athlete Recovery: The Role of Biodex Isokinetic Testing and Force Plates
Cleveland Clinic has been exploring ways to expand the usage of Biodex testing machines and force plates beyond lower-limb injuries.
Apple Watch Ultra's Modular face is being simplified for watchOS 27
The Apple Watch updates in watchOS 27 includes new watch faces, with Apple testing a new simpler version of the Modular Ultra for the standard model.
iPhone 17 Pro Max crushed: I just tested the Oppo Find X9 Ultra's silicon-carbon battery and it's not even close
Oppo Find X9 Ultra's silicon-carbon battery obliterates the iPhone 17 Pro Max in testing
‘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
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