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AI executives from have earned and sold off massive stock awards
CoreWeave is one of the most successful among a crop of firms delivering the infrastructure for AI. Its top execs have quietly sold off shares.
A Look At Tencent Music Entertainment Group (TME) Valuation As Analyst Concerns And Dividend Move Draw Focus
Analyst Concerns and Dividend Move Put Tencent Music in Focus Recent analyst downgrades and slightly reduced fair value estimates have pushed Tencent Music Entertainment Group (TME) into the spotlight, as competition and earnings visibility stay front of mind for investors. At the same time, the company’s ordinary annual cash dividend of US$0.12 per share for 2025, with an ex dividend date of 1 April 2026, offers a degree of income continuity that some shareholders may welcome. See our latest...
Connections: Sports Edition today: Hints and answers for May 5, 2026, puzzle No. 589
Welcome to Connections: Sports Edition Coach — a spot to gather clues and discuss (and share) scores.
Dustin Diamond's father responds to late son's allegation he stole his money: 'Throwing me under the bus'
Mark Diamond, the father of late 'Saved by the Bell' star Dustin Diamond, is clearing up allegations shared years ago by his son that he pocketed or spent most of Dustin's money while he worked as a child star.
Nicole Kidman's daughter Sunday Rose, 17, accompanies mom to the Met Gala
Nicole Kidman's 17-year-old daughter, Sunday Rose, whom she shares with ex-husband Keith Urban, accompanied her mother to the Met Gala.
HHSC Shares Nutrition and Wellness Resources During Third Annual Healthy Texan Week | Texas Health and Human Services
HHSC is kicking off its third annual Healthy Texan Week by highlighting resources that encourage Texans to embrace healthy living.
[Form 4] Dolphin Entertainment, Inc. Insider Trading Activity
Dolphin Entertainment, Inc. Chief Executive Officer William O'Dowd IV purchased additional shares of the company’s Common Stock in the open market. He bought 3,400 shares on May 4, 2026 at a weighted average price of $1.46 per share, with individual trade prices ranging from $1.42 to $1.51.
Fallout Co-Creator Says Some Players Watch Influencers So They Can Be Told What to Think About Games
Fallout co-creator Tim Cain has shared his fear that some gamers are watching influencers just so they can be "handed an opinion from the online channel they're watching."
HHS recognizes Mental Health Awareness Month, encourages small steps to support well-being | Health and Human Services North Dakota
May is Mental Health Awareness Month, and North Dakota Health and Human Services (HHS) is highlighting the importance of mental health, while encouraging individuals to take small, manageable steps to support their overall well-being.Gov. Kelly Armstrong has issued a proclamation recognizing May as Mental Health Awareness Month across North Dakota.This year, HHS is promoting a “Healthy Habit Exchange” approach and encouraging North Dakotans to make simple, everyday changes that can positively impact mental health.
FDA details Class I catheter recall due to safety risk
The FDA first shared a warning about this issue back in April. Now, the agency has shared a critical update.
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.
Dolly Parton Cancels Las Vegas Residency Due to Health, Shares Update
"I'm responding really well to meds and treatments, and I'm improving everyday," the Grammy winner said, while noting that "it's gonna take me a little while before I'm up to stage-performance level."
Spirit Airlines is Going Out of Business. Here's What's Next for Investors.
Spirit shareholders are unlikely to get anything for their shares in the upcoming liquidation.
Is It Healthy to Eat Almonds Every Day? Dietitian Explains
Packed with plant-based protein and fiber, almonds can be a great daily snack.
Amazon turns its logistics empire into a new business, taking on UPS and FedEx in freight and shipping
Amazon launched Amazon Supply Chain Services, bundling freight, distribution, fulfillment, and parcel shipping into a single offering for any business. Shares of UPS dropped nearly 10% and FedEx fell more than 9%.
Why Is AMC Entertainment (AMC) Stock Soaring Today
What Happened? Shares of theater company AMC Entertainment (NYSE:AMC) jumped 5.2% in the morning session after the company announced that a strong movie open...
I've been a neuroscientist for 20 years: I do 6 things to keep my brain strong and healthy—you don't need to 'optimize every minute'
Neuroscientist Alex Korb shares the daily routine that he swears by to keep his brain feeling its best.
ESPN Unanimously Picks Winner of Lakers-Thunder NBA Playoff Series
The Lakers defied the odds by overcoming the Rockets. Now, they face an even bigger challenge as they look to defeat the defending champions. Ahead of their big showdown, ESPN shared its pick for the series.
Mobile-health Network Solutions Enters into Non-Binding US$119 Million Strategic Framework with Hector Capital to Acquire BIMA and M&M Helix, Accelerating AI-powered Healthcare Expansion across Asia and Africa
Singapore, Singapore--(Newsfile Corp. - May 4, 2026) - Mobile-health Network Solutions (NASDAQ: MNDR) ("MNDR" or the "Company"), a leading AI-powered digital health platform, today announced the signing of a non-binding Strategic Cooperation Framework Memorandum of Understanding ("MOU") with Hector Capital Holdings Pte. Ltd. ("Hector Capital"). Under the framework, Hector Capital will invest up to US$119 million into MNDR to support the acquisition of majority shareholdings in MILVIK Singapore..
American Express Global Business Travel Enters $6.3 Billion Take-Private Deal
American Express Global Business Travel is being taken private in an all-cash acquisition by Long Lake Management for $9.50 a share, valuing the company at about $6.3 billion.
The da Vinci bloodline is unlocking the genius’s genetic secrets
After centuries of mystery, scientists are edging closer to uncovering Leonardo da Vinci’s biological secrets. A massive 30-year effort has mapped his family across 21 generations, identified living male descendants, and even confirmed shared DNA markers that stretch back to the Renaissance. Meanwhile, excavations at a family tomb in Vinci could provide ancient remains for comparison, raising the possibility of reconstructing Leonardo’s genetic profile.
CISA says ‘Copy Fail’ flaw now exploited to root Linux systems
CISA has warned that threat actors have started exploiting the "Copy Fail" Linux security vulnerability in the wild, one day after Theori researchers disclosed it and shared a proof-of-concept (PoC) exploit.
Popular rock group puts tour on hold due to injury: ‘Took a turn for the worse’
The band, which rose to fame from West Chester, Pa. shared the news on social media.
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.
Cardinals start 3-game series with the Brewers
Milwaukee Brewers (18-15, fourth in the NL Central) vs. St. Louis Cardinals (20-14, third in the NL Central) St. Louis; Monday, 7:45 p.m. EDT PITCHING PROBABLES: Brewers: Chad Patrick (2-1, 2.57 ERA, 1.25 WHIP, 16 strikeouts); Cardinals: Kyle Leahy (3-3, 5.52 ERA, 1.67 WHIP, 22 strikeouts) LINE: Brewers -115, Cardinals -105; over/under is 8 1/2 runs BOTTOM LINE: The St. Louis Cardinals host the Milwaukee Brewers to start a three-game series. St. Louis is 20-14 overall and 9-9 at home.
Connections: Sports Edition today: Hints and answers for May 4, 2026, puzzle No. 588
Welcome to Connections: Sports Edition Coach — a spot to gather clues and discuss (and share) scores.
GameStop Is Offering to Buy eBay For $56 Billion, CEO Ryan Cohen Says
Cohen said GameStop has built a roughly 5% stake in eBay and was offering $125 a share in cash and stock, a roughly 20% premium to its closing price on Friday.
Did DOJ Settlement and Strong Ticket Demand Just Shift Live Nation Entertainment's (LYV) Investment Narrative?
Live Nation Entertainment recently outlined continued strong global concert demand, pricing power and a favorable Department of Justice settlement that avoided a Ticketmaster divestiture, while also confirming past management presentations at MoffettNathanson and J.P. Morgan investor conferences, both of which were webcast to investors. These developments, alongside Vanguard holding over 12.04 million shares and modest insider selling, spotlight how regulatory outcomes and investor...
A Look At Tencent Music Entertainment Group (TME) Valuation After Recent Share Price Weakness
Recent share performance and context Tencent Music Entertainment Group (TME) has drawn attention after a challenging stretch for the share price, with negative moves over the past week, month, past 3 months, and year to date. At a last close of US$9.10 and a market value of about US$14.3b, the China-focused music streaming and social entertainment business combines QQ Music, Kugou Music, Kuwo Music and WeSing, alongside advertising and merchandise revenue. See our latest analysis for Tencent...
Is Hims & Hers Health, Inc. (HIMS) A Good Stock To Buy Now?
Is HIMS a good stock to buy? We came across a bullish thesis on Hims & Hers Health, Inc. on Investment Ideas by Antonio’s Substack by Antonio Linares. In this article, we will summarize the bulls’ thesis on HIMS. Hims & Hers Health, Inc.’s share was trading at $29.76 as of April 21st. HIMS’s trailing and forward […]
Is Tencent Music (TME) Offering Value After Recent Share Price Weakness?
If you are wondering whether Tencent Music Entertainment Group at around US$9.10 is attractively priced or not, it helps to separate the story from the numbers. The stock's journey has been uneven, with a 2.6% decline over the last 7 days, a 0.8% decline over the last 30 days, a 49.0% decline year to date, a 34.8% decline over the last year, a 30.4% gain over 3 years and a 40.7% decline over 5 years. Recent coverage has focused on how Tencent Music Entertainment Group fits into the broader...
How credit unions help small businesses grow in Albuquerque and New Mexico
Albuquerque businesses share how local credit unions help them manage growth, avoid cash crunches and stay rooted in community.
MRN BUSINESS SPOTLIGHT: Carla Green
On this week’s Business Spotlight, brought to you by Bank of Springfield, Carla M. Green joins Ron Kinscherf to share the mission behind the National School Chaplain Association and the impact it’s making right here in Illinois. As the State Chaplain Director, Green explains how the organization partners with public schools to provide emotional and...
FEMA and the American people deserve better than Trump’s political lackeys
The Official Website of the House Committee on Homeland Security
Voices of Influence: Meredith Eicher
Influential Women honoree Meredith Eicher shares insights on leadership, resilience, personal growth and empowering others through adversity.
How The Tencent Music Entertainment Group (TME) Narrative Is Shifting With Mixed Analyst Signals
Tencent Music Entertainment Group’s fair value estimate has been trimmed slightly to US$17.59 from US$17.98, a small reset that keeps the overall framework intact while adjusting assumptions. That move sits against a mixed wave of analyst calls, where several downgrades and price target cuts are balanced by an upgrade to Buy with a US$17.40 target. This reflects competing views around competition, earnings visibility and the recent share pullback. Read on to see what is driving this split...
Phillies' Don Mattingly Shares Honest Thoughts on Miffed Star
Philadelphia Phillies manager Don Mattingly has opened up on a moment where one of his star players was clearly miffed.
60 years building Black political power: He sees a wipeout coming
It was a trajectory the son of a poor sharecropper in the Jim Crow South never envisioned was possible.
Mascot interview: SouthPaw on the ValleyCats’ Best Sports Team win
The Tri-City ValleyCats are officially the Capital Region’s “Best Sports Team.” Mascot SouthPaw shares what makes “The Joe” the purr-fect place for family fun.
Mariners share Cal Raleigh health update after being scratched from lineup
Cal Raleigh will be alright.
76ers' Joel Embiid Shares Health Update After Celtics Game
Philadelphia 76ers center Joel Embiid did not finish Game 7 against the Boston Celtics.
76ers' Joel Embiid Shares Health Update After Celtics Game
Philadelphia 76ers center Joel Embiid did not finish Game 7 against the Boston Celtics.
Connections: Sports Edition today: Hints and answers for May 3, 2026, puzzle No. 587
Welcome to Connections: Sports Edition Coach — a spot to gather clues and discuss (and share) scores.
A Look At WEBTOON Entertainment (WBTN) Valuation As Genies Partnership Expands 3D Avatar Opportunities
WEBTOON Entertainment (WBTN) recently announced a partnership with AI avatar company Genies to bring its English platform characters into interactive 3D chat experiences, digital collectibles, and creator tailored avatar tools. See our latest analysis for WEBTOON Entertainment. The Genies partnership arrives after a sharp pickup in momentum, with WEBTOON Entertainment’s 30-day share price return of 35.79% and 7-day return of 18.96% lifting the latest price to $13.24. The 1-year total...
‘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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