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Berkshire Picks Gen Re Chairman as Insurance Star Ajit Jain’s Successor
Charlie Shamieh, an insurance-industry veteran, is slated to succeed Jain whenever he is ready to retire.
BIG AMBITIONS: LHU undergrad’s research bridges the gap between student science, large-scale conservation in Susquehanna watershed
In a lab where streams run indoors and ecosystems are built by hand, Emily Gonzalez is doing more than collecting data. She’s helping answer questions that could shape the future of Pennsylvania’s waterways — and directly support large-scale restoration efforts already underway in the West Branch of the Susquehanna River. Gonzalez, a biomedical sciences major […]
Christian Parker already getting his hands dirty as Cowboys coordinator
When Christian Parker took the field at rookie minicamp, he showed you exactly why players are drawn to him.
Dolly Parton cancels Las Vegas residency due to health issues
The 80-year-old country music star said it will take some time for her to be "stage-performance ready" again.
2027 Summer Scouting: Earnest Greene III, OT, Georgia
Another Summer scouting report is ready, this time on Georgia's Earnest Greene III.
Argentine star confirms he's ready to join Liverpool
An Argentine star has confirmed he's ready to join Liverpool. Can you rewrite this? Jeremy Jacquet looks set to be the first of several new arrivals at Anfield this summer in the centre-back departmen...
Dolly Parton Shares Health Update, Addresses Returning to the Stage
The country singer says she's "doing really well" but isn't ready to return to the stage just yet.
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.
Hisense aggressively cuts the price of its RGB LED TV on release day
The TV just came out and is already over 40 percent off.
This simple amino acid supplement greatly reduces Alzheimer’s damage
A new study suggests a surprisingly simple compound could help fight Alzheimer’s disease. Researchers found that arginine—an inexpensive amino acid already considered safe—can reduce the buildup of toxic amyloid proteins in the brain, a hallmark of the disease. In animal models, oral arginine not only lowered harmful protein deposits but also improved behavior and reduced brain inflammation.
AP Decision Notes: What to expect in Ohio's state primaries
Candidates for Ohio’s top elected offices will stand before voters in a statewide primary on Tuesday, although many of them are already looking ahead to the November general election. In
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.
AI Could Wipe Out Entry-Level Jobs, And That Should Terrify Business Leaders
AI is already reshaping entry-level jobs, in marketing, finance, law, software development and customer service, where junior workers often handle repetitive tasks.
‘City of Glass’ Is Under Threat From Iran War
In India, Firozabad has depended on its glassmaking industry for centuries. Fuel prices are starting to shatter businesses already under pressure.
Detroit restaurants and businesses see boom amid Pistons playoff run
A huge win for the Pistons means a huge win for Detroit businesses, too. After the Pistons shut down the Magic on Sunday, restaurants were ready for the rush of it all.
Empowering Veterans: The 2026 Fayetteville Veterans Business Expo aims to close the opportunity gap
This is the first year of the Veteran Business Expo, and it grew out of Fayetteville PWC’s Economic Impact Program, which focuses on expanding access and opportunity in public-sector contracting while strengthening the local economy. It builds off the success of previous events held by PWC, like the 2024 Industry Day (pictured above). Photo provided by PWC. The Fayetteville Public Works Commission (PWC) will host the inaugural 2026 Veterans Business Expo on May 14 at the PWC Main Operations Complex at 955 Old Wilmington Road, seeking to connect former U.S. Military members with vital business opportunities in their community. The event, which will take place from 4 p.m. to 6 p.m., is part of a partnership between PWC and the Veterans Business Outreach Center at Fayetteville State University (VBOC) and Fayetteville-Cumberland Regional Entrepreneur and Business HUB (FSU HUB).Aaron Harris, PWC’s manager of economic inclusion programs, said the event is designed to connect Veteran-owned businesses with partners and decision-makers who can help move opportunities forward.“This event brings together Veteran entrepreneurs alongside government agencies, public entities, contractors and resource partners in one place, creating a purposeful space to build relationships, exploring procurement and contracting possibilities and strengthening our region’s Veteran-owned business community,” Harris said. The Veterans Business Expo was devised to feature, highlight and facilitate direct connections and commerce. “We want to get our Veterans a platform for their businesses,” said Camille Little, the supplier diversity analyst at PWC. “Here at PWC, we have 20 departments, and we procure… I can’t tell you all the goods and services. This is our first expo. We’re looking for general contractors, electricians, landscapers, janitorial, construction suppliers, architecture, farms and engineering firms.” Little said, much like businesses in every industry, Veterans are often in need of assistance getting their foot in the door.“When Veterans are starting up, they have to know what resources are [available],” Little noted. “They have this ample amount of resources, but they need to know how to get started.” Identifying those resources and connecting Veteran business owners with opportunities and business development programs are made possible by the partnership between PWC and VBOC, Little said. The partnership has allowed the expo to flourish, she added.“There are opportunities, there are consultant workshops and different things that we partner with them for all the time,” Little said. “It’s about easing that transition because starting a business is hard. Having the dedication to continue after that first year is even harder right now.” That is why, Little said, the partnership with resources from Fayetteville State University brings decision makers to the table. “If you are a Veteran business owner, you may not know how to do business with PWC or the City of Fayetteville or FSU, or partners,” Little said. “‘Where do I get started?’ ‘How do I get contracts?’ Bringing people to an understanding and then having an opportunity like this, where you’re talking to that person who’s making the decision… that is our goal.”Those meetings between Veteran-owned businesses and other decision-makers will present a chance to showcase products and services directly to organizations seeking qualified vendors and capable partners, Harris said. Agencies and contractors, he added, can meet and engage businesses ready to support upcoming needs. Little said PWC and all of its departments, as well as the City of Fayetteville, and FSU will be on hand. Additionally, there will be procurement officers from the North Carolina Department of Public Safety. “Resource partners who support small business development will also be on hand, helping make introductions and reinforcing pathways that support growth for Veteran entrepreneurs,” Harris said.For Veteran entrepreneurs, Little said she recommends two things: an answer to “why?” and a business plan.“I would ask them, what problem are they solving with their business?” she noted. “Then I would also tell them to start making a business plan. I run into a lot of firms, and it’s like, ‘What is your plan?’ So just knowing where you want to go with your business is important.”Little said it is important to differentiate between a business that helps transition servicemembers away from the U.S. Military versus a business that Veterans consider the next chapter of their lives.“How much dedication are you going to give to this business to make it successful?” Little noted. “So I would always start with what’s your business plan.”For Harris, the event will be able to cover the needs of all types of Veteran-owned businesses.“Another important lesson is the need to meet businesses where they are,” he said. “Veteran-owned businesses are at different stages of development, so offering multiple entry points, networking, education and referrals has proven essential.”Registration information can be found at: www.eventbrite. com/e/2026-veterans-business-expo-connecting-heroes-to-opportunity-tickets-1984308563329?aff=ebdssbdestsearch
“The Devil Wears Prada 2 ”sashays to sensational $233 million at global box office, breaking record for star Meryl Streep
The highly anticipated high-fashion sequel has already left the original in the dust with a stupendous opening, and 'Michael' still has legs in week 2.
Republicans see high-risk plans as the future of health insurance
More than 40 million Americans are already opting to take on the cost of sick visits, drugs and surgeries to get lower premiums and tax savings.
📸 Mega tifo against BVB, Gladbach fans deliver spine-tingler!
Borussia Mönchengladbach can secure survival in the Bundesliga with a home win against BVB.Accordingly, the atmosphere at Borussia-Park was already heated before kick-off. The main reason for that wa...
Post Spring Takeaways: Notre Dame Quarterback Noah Grubbs
Noah Grubbs unleashes impressive arm talent and resilience, already battling for the No. 2 quarterback spot. His growth will be key.
SASSUOLO v AC MILAN: MATCH PREVIEW
AC Milan gear up to face Sassuolo on matchday 35 of Serie A, scheduled for Sunday 3 May at 15:00 CEST at the Mapei Stadium in Reggio Emilia. Coach Allegri's squad is ready for the final push to consol...
How to check if your Windows PC is ready for the secure boot certificate expiry in June 2026
Not every Windows PC will automatically get the new Secure Boot certificates before the June 2026 deadline. Here's how to check yours and fix it before it becomes a problem.
Manchester United ace ‘tempted’ to join Inter Miami this summer
Major League Soccer (MLS) club Inter Miami are interested in signing Manchester United star Casemiro. The Brazilian has already announced he will leave Old Trafford at the end of his contract this su...
Rise & Dine: New innkeepers restore 'historic touches' to Galena home
GALENA, Ill. — The Avery House Bed & Breakfast has served only a handful of guests since opening its doors under new ownership last month, but Shane Wilkinson can already
'Good times are back' say Town fans after promotion
The Tractor Boys are celebrating promotion back to the Premier League and thoughts are already turning to next season.
Fire Damages USF Marine Science Lab; Hazmat Evaluation Planned Overnight
A multiple-alarm structure fire significantly damaged a marine science laboratory, with officials indicating the building is likely a total loss due to extensive water and fire damage. The fire was reported at approximately 5:12 p.m. on Saturday, May 2, 2026. Fire crews reported that the structure was already heavily involved in the attic upon arrival. […]
🚨 River’s surprise squad for the Tucumán clash
River will face Atlético Tucumán this Sunday at 6:30 p.m. in the final matchday of the tournament’s regular phase. With qualification already secured, Eduardo Coudet unveiled a surprising squad ...
Ronald Acuña Jr. exits game with apparent left hamstring ailment
Can the injury bug leave this team alone, already?
‘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
State redistricting battles intensify following U.S. Supreme Court ruling on Voting Rights Act
A Supreme Court decision striking down a majority Black congressional district in Louisiana has amplified an already intense national redistricting battle. Here’s a look at how some states are responding.
RJ Barrett, Raptors clash with Cavaliers in unexpected Game 7
RJ Barrett kept the Toronto Raptors' season alive with one of the most clutch shots in franchise history, but he isn't ready to reminisce about the moment yet.
O’Reilly: We are ready to kick on
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Jays Score 8 In The 8th, Beat Twins
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Diet soda's mixed science and how to kick the habit
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Hellberg ready for exciting play-off with Saints
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Eddie Speir’s answer is sitting right in front of him
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Manchester United Clearout Could Define Their Next Chapter
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Women, The official line-ups for Inter vs. Milan
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Here's where JetBlue plans to fly to after Spirit's collapse
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Gov. Jeff Landry’s order halting Louisiana congressional elections faces barrage of lawsuits
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Mr. Karate revealed for Fatal Fury: City of the Wolves though he looks a bit different now
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CU-Lock Haven undergraduate’s research bridges gap between student science and large-scale conservation
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Sports media race-baiters are already taking Nikola Jokic criticism too far
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Atrium poised to take over WakeMed in Triangle healthcare shakeup
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'Dutton Ranch' premieres on May 15: Everything you need to know about the new 'Yellowstone' spinoff
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Art Favre: Amendment 4 matters for jobs and growth
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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.
Commencement 2026: Graduating students ready to lead, heal, and transform the future of health and science: Center Times Plus, UT Southwestern, Dallas, TX
Commencement Advance 2026--Spring commencement 2026 celebrates the achievements and dreams of graduating students at the Peter O’Donnell Jr. School of Public Health, UT Southwestern Medical School, and UT Southwestern Graduate School of Biomedical Sciences.
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Summer move already done? VfB boss raves about Bundesliga star!
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Iran's monthslong internet shutdown is crushing businesses in an already battered economy
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Political campaign texts flood California voters' phones as election nears
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Mejia says 'no corner' of U.S. livable with pay below $25 an hour
New to House, 11th District replacement for Sherrill readying for June primary that will narrow field for full-term race
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Kira Bella, now 25, wasn't ready to leave Japan when her visa was expiring. She came up with an idea to secure a business manager visa.
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Blindsided by Smokey Bones' closure, bartender already lands new gig
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RWJBarnabas Health Mental Wellness Challenge
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Research commissioner pitches EU to US scientists and investors
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From Antibiotic Discovery to the Role of Religion in Health, Pre-Med Student Has Already Investigated Major Questions in the Medical World
Hailey DeWalt is not slowing down as she approaches graduation
Israel’s center wants Democrats back. It may not have the cards.
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Inside the GOP’s barely functioning Congress
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All Coloradans should have a say at the Public Utilities Commission
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YouTube Bringing Free Picture-in-Picture to iPhone Users Outside the U.S.
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SF State business school moves to UC Law’s Tenderloin academic village
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1,200 Athletes Ready for Special Olympics Summer Games in Utica
Excitement is building as the Special Olympics Summer Games prepare to welcome 1,200 athletes.
Utica's Independence Day Celebration Moves to Harbor Point This Year
The City of Utica is getting ready for its Independence Day celebration with a big change in location.
Supreme Court ruling not expected to affect House maps this year: experts
Supreme Court overturning Louisiana's congressional map shouldn't mean redrawing maps in other states this year because primaries have already passed.
They want their teams to win. The Liberty and Nets owners are funding scientific breakthroughs on human health that only billionaire philanthropy can achieve
Clara Wu Tsai's $220 million investment in athlete research has already helped lead to a drug designed to preserve muscle strength as we get older.
Gemini app can now generate Google Docs, PDF, Word, and other files
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Watch stories come to life at these 10 dazzling theme park shows
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Google Photos launches an AI try-on feature for clothes you already have
Save a trip to your closet.
The Trump team is quietly eliminating U.S. support for birth control abroad
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Ukraine's war startups are pushing to meet NATO standards, win deals
Ukraine's wartime startups are racing to meet NATO standards and ready for exports and Western defense deals as global demand for their tech surges.
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Saints’ Jordyn Tyson already being questioned for one important reason
What's wrong with Tyson?
Broncos Fans Worried About Bo Nix's Status For 2026 Season
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What’s Next for the Phillies After Firing Manager Rob Thomson?
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Denuvo Responds to Day-Zero DRM Hypervisor Crack: "We're Already Working on Updated Security Versions"
A Hypervisor bypass recently appeared giving game crackers an alternative way to circumvent protections like Denuvo DRM. The bypass is so effective that popular game repacker, FitGirl, has declared that "all single-player/non-VR Denuvo games are now cracked/bypassed." The announcement comes after fo...
New PlayStation Plus Game for May 2026 Announced Early
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Samsung is already adding Galaxy Glasses support to One UI ahead of launch
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How Trump’s FCC Has Already Changed the Media (Possibly Forever)
Critics — including commissioners in the agency — have accused FCC chair Brendan Carr of bullying media companies into bowing to conservative policy goals.