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AI Is Great at “Normal Science,” but Breakthroughs Still Belong to People
In a recent capstone presentation, Darden professor Keith McCormick offered a grounded perspective on what AI can and cannot do today. According to McCormick, AI excels at what science philosopher Thomas Kuhn calls “normal science,” but may fall short of reaching artificial general intelligence (AGI) without some new scientific breakthrough that changes the current paradigm.
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%.
Hisense’s new RGB Mini-LED TV is now available with Google TV for less than TCL can offer
Hisense has a new Google TV-powered RGB mini-LED TV series available at nearly half the price of direct competitors, like...
Is it gambling? Massachusetts, Kalshi clash heads to Supreme Judicial Court
Is it gambling? Massachusetts’ highest court will hear arguments Monday in a fight over whether Kalshi can offer sports-related prediction contracts without a state sports wagering license.
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.
Amazon Will Offer Supply Chain Services To Businesses
Amazon stock climbed Monday as the tech giant launched a supply chain services business it compared to its highly successful cloud offering.
Academy Sports + Outdoors Announces Offering of Senior Secured Notes
/PRNewswire/ -- Academy Sports and Outdoors, Inc. ("Academy") (Nasdaq: ASO) today announced that its wholly-owned subsidiary, Academy, Ltd. (the "Issuer"),...
Electronic Arts and Visa Team Up to Launch a Global, Multi-Year Partnership With EA SPORTS
Delivering immersive in-game rewards and expanding how players play, connect, and compete Electronic Arts Inc. (NASDAQ: EA), a global leader in interactive entertainment, today announced a landmark, multi-year collaboration with Visa (NYSE: V), the world’s leader in digital payments, to deliver the next generation of immersive, player-first experiences across EA SPORTS™ franchises. Visa is partnering with EA SPORTS franchises EA SPORTS FC™ and EA SPORTS™ College Football, offering in-game rewards and experiences for EA SPORTS’ global community of fans. By combining EA’s interactive, participatory platforms with Visa’s expansive global brand, this partnership demonstrates how the line between sports fandom and video games continues to blur as audiences increasingly play, watch, and connect across both physical and virtual sports. “We’re thrilled to be partnering with Visa for one of Electronic Arts’ most expansive brand partnerships to date, bringing more value to fans,” said David
GameStop CEO Ryan Cohen $56B eBay offer: 'An opportunity to build a much larger business'
GameStop CEO Ryan Cohen joins 'Squawk Box' to discuss details of the company's offer to buy eBay for $56 billion, the rationale behind the offer, how the combined company would rival Amazon, and more.
Tennessee football offers 2028 four-star linebacker from Ohio
Tennessee football offers a scholarship to a 2028 four-star linebacker from Ohio.
'GMA' Deals & Steals celebrating mom-owned small businesses
Tory Johnson has exclusive offers for "GMA" viewers.
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.
Mental health support for Maidstone domestic abuse hub
A mental health team will offer support at a domestic abuse hub in Kent in new pilot scheme.
WashU Olin Business launches dual AI initiatives to prepare workers, companies
The school is offering $10,000 scholarships to support affected professionals enrolled in the new AI for Business master’s program, while new corporate development offerings help organizations redesign work and reskill teams.
GameStop's CEO unleashed a flood of memes with his eBay offer
See the internet's best reactions to the news of GameStop offering to buy eBay.
AZ business helping sellers affected by Painted Tree Boutique closure
Many small sellers are in trouble after Painted Tree Boutiques abruptly closed their doors, but now, a business in Arizona is offering a helping hand to those affected.
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
Analyst offers Rueben Bain Jr. Buccaneers rookie season projection
What can we expect from Bain in Year 1?
4 Seasons Golf unveils Top Tracer range in Rothschild
New facility offers 20 outdoor bays with technology for golfers and entertainment for families
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.
Sony Expected to Pay $7.8 Million in PlayStation Refunds After PSN Lawsuit Settlement Gets Preliminary Approval from California Judge
Select PlayStation users may be eligible for refunds tied to digital PSN purchases after a judge offered preliminary approval for a class action lawsuit settlement.
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...
Fetterman weighs in on Iran's latest peace offer, internal Democratic politics
Sen. John Fetterman, D-Pa., discusses President Donald Trump's review of Iran's peace plan and the need to prevent the country from obtaining nuclear weapons.
Small Business Week: Local shop offers big flavors
This Sunday marks the start of a week-long celebration of shopping local.
Project Elevation brings free health resources to men in Albany
Project Elevation brings free health resources to men in Albany. Free men’s health event offering screenings, and haircuts
Free mental health seminar offers support and resources to Delaware's agriculture community
Because May is recognized nationally as Mental Health Awareness Month, the Delaware Farm Bureau Promotion and Engagement Committee is partnering with the University of Delaware Cooperative Extension to host a
Businesses making summer travel easy with innovative products
'Fox & Friends Weekend' introduces three businesses offering innovative products for summer travel, including Rachel Bloom's anti-theft bags, Lifetime Leather Co.'s handmade leather goods and Anchor Works' beach umbrella anchor.
We Compared Similar Tool Boxes From Home Depot & Lowe's, And One Is Way Cheaper Online
Both of these home improvement stores had similar offerings in the tool box department, but one pulled ahead of its competitor when it came to price.
Richard Hughes offered incredible £43m deal for Portugal star forward
Big changes are coming to Liverpool’s attack this summer. Mohamed Salah will be leaving the club after nine glorious years - with the Premier League champions agreeing to tear up his £400k per week...
Local suicide prevention trainings, more Health Headlines
Locals can learn how to help prevent suicides in their community by attending either of the upcoming “trainings” offered by various Mesa County organizations.
YMCA of Metro Denver offers free community health screenings
Trump Says He Is Reviewing Iran’s Latest Offer but Doubts It Is Acceptable
The comments came one day after Mr. Trump flatly rejected the proposal. He later clarified he was only briefed on the “concept of the deal.”
‘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
Knoxville McKay’s offering 75% off everything on final weekend of business
The last day of business will be Sunday, May 3.
Knoxville McKay’s offering 75% off everything on final weekend of business
The last day of business will be Sunday, May 3.
Knoxville McKay’s offering 75% off everything on final weekend of business
The last day of business will be Sunday, May 3.
Knoxville McKay’s offering 75% off everything on final weekend of business
The last day of business will be Sunday, May 3.
How to bet on the Kentucky Derby: Betting guide, odds, picks, tips, promos, offers, jockeys at Churchill Downs
Our Kentucky Derby betting guide tells you where to bet on the Kentucky Derby, gives odds, picks, tips, promo offers and more
CareNow offers $35 sports physicals for student athletes
CareNow offers $35 sports physicals for K-12 students through August
How to bet on the Kentucky Derby: Betting guide, odds, picks, tips, promos, jockeys, offers at Churchill Downs
Our Kentucky Derby betting guide tells you where to bet on the Kentucky Derby, gives odds, picks, tips, promo offers and more
Apple's 2026 MacBook Pro Hits New Record Low Prices on Amazon
Amazon is offering a few all-time low prices on Apple's M5 Pro/M5 Max MacBook Pro, with up to $216 off select models. These deals join Amazon's discounts on the M5 MacBook Air from last week, which are seeing $150 in savings on multiple models. Note: MacRumors is an affiliate partner with Amazon. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.
Why is everyone talking about watermelon buttholes?
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Mitch Daniels School of Business launches new major
Purdue's Mitch Daniels School of Business is now offering a new major. Its new organizational behavior and human resource management major is intended to open new doors for students.
Spirit Airlines says it’s going out of business, ending operations immediately
The airline said it would offer refunds, but no help in changing travel arrangements.
Theater companies offer Shakespeare, Elvis, Broadway, burlesque in May
Before Memorial Day ushers in the summer season, theater companies around Lancaster County are offering a variety of plays, musicals and cabarets for all ages to enjoy this month.
Leaker indicates that Nvidia's GeForce RTX 3060 returns this June, retaining its 12GB VRAM offering
Reports from Chinese industry forums and leakers claim Nvidia will restart production of the GeForce RTX 3060 12GB in June 2026, with add-in board partners targeting a July launch to offset delays and uncertainty around an entry-level RTX 50-series release amid ongoing GPU and memory shortages. The move would rely on newly fabbed Samsung 8nm Ampere chips rather than clearing old stock, but pricing and supply remain key uncertainties that will determine whether the card can credibly serve budget buyers.
Trump reshapes Kentucky Senate race to replace Mitch McConnell with endorsement, job offer
President Donald Trump sought to reshape the Kentucky Senate race on Friday to fill the seat of Sen. Mitch McConnell, delivering an endorsement of Rep. Andy Barr moments after offering a rival candidate an ambassadorship as an enticement to leave the race.
Downwind Sports offering free bicycle cleaning for women bikers
Staff will also offer maintenance tips and other help.
N.Y. Archdiocese offers $800M to settle sex abuse claims
The Catholic Archdiocese of New York has reached a proposed $800 million settlement to end litigation over clergy sex abuse.
Small Business Administration opens disaster loan applications for March 6 tornadoes
The Small Business Administration is offering low-interest federal disaster loans for Michigan businesses, private nonprofits and residents affected by the March 6 tornadoes.
New mega-entertainment center opens in Lexington's Hamburg
Bugsy’s Entertainment Complex opens in Lexington’s Hamburg, offering Bluegrass-themed fun with games, dining, and special event spaces.
GameStop Preparing Offer for eBay
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Arts and entertainment calendar
Events coming up in the Greenville area offer music, arts, theater and family fun. Here is a sampling.
Proposed bill would allow New Yorkers to buy into state health insurance plan
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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.
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Miller: UND in unique position with sports offerings
As UND searches for ways to pay three expensive sports in today's NCAA, tennis was low-hanging fruit
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I rode one of the largest aerial tramways in the US in Gatlinburg, Tennessee. It offered some of my favorite views of the Great Smoky Mountains.
AT&T Small Business Contest offers $50,000 top prize
The AT&T 2026 Small Business Contest is awarding $50,000 to one small business owner, with applications opening on May 1.Additional finalists will receive $5,00
DAZN targets local sports and US expansion with ‘US$100m’ ViewLift takeover
Broadcaster DAZN can offer end-to-end technical and distribution support to major league teams swapping cable for streaming.
Cboe is Slashing 20% of its Staff in Bid to Focus on Core Businesses
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Ford rolls out nationwide employee pricing to mark America’s 250th anniversary
Ford offers employee pricing to all U.S. customers on most new 2025 and 2026 Ford and Lincoln vehicles as part of its America 250th anniversary campaign.
'GMA' Deals & Steals celebrating AANHPI-owned small businesses
Tory Johnson has exclusive offers for "GMA" viewers.
Nick Robinson: Labour's London squeeze exposes a fragmented British politics
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The nation’s cartoonists on the week in politics
Every week political cartoonists throughout the country and across the political spectrum apply their ink-stained skills to capture the foibles, memes, hypocrisies and other head-slapping events in the world of politics. The fruits of these labors are hundreds of cartoons that entertain and enrage readers of all political stripes. Here's an offering of the best of this week's crop, picked fresh off the Toonosphere. Edited by Matt Wuerker.
LA mattress store offers after hours sound baths, a wellness and business mixer
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Venue coming to North Little Rock will update Northshore Golf Range to offer golf and entertainment options
Northshore Golf Range in Little Rock is adding a Putt Chip Chill facility, featuring a 27-hole golf site, putting-hole locations, a chipping experience, bar areas, indoor and outdoor seating, an ev…
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Made in Germany: Volla Phone Plinius launches for €598 with modular battery
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Purdue to offer AI and STEM professional development for Indiana educators with LEGO® Education Computer Science & AI kits
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RWJBarnabas Health, Newark Public Schools and Brigaid Reach Major Milestone in Transforming School Meals for Newark Students
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Fermilab teams up with NIU to launch quantum science program
Fermilab and Northern Illinois University are joining forces to offer a unique Master of Science in Physics program specializing in quantum science and technology. This innovative graduate program combines the expertise of a DOE national laboratory quantum center and a prominent state university to prepare the next generation of quantum experts.
New science cracks open the mystery of the world's largest fish
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In a tight job market, small businesses may offer opportunities for new college grads
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Iowa women's basketball offers 2028 California C Eve Fowler
Iowa women's basketball doled out an offer to 2028 California center Eve Fowler.
Fine chandeliers are a specialty for New Orleans business | Home/Garden
Michael Melesurgo and Ricardo “Rico” Mencia purchased Classic Chandelier from the business’s founder, Peter Sather, in 2023, when he decided to retire. The business partners rebranded the company as Vintage Chandelier and relocated it to 455 Philip St. in the Irish Channel in December 2025.The company offers a variety of services including cleaning, moving, restoration, installation, pick-up, delivery and general maintenance of light fixtures, with a specialty in fine antique chandeliers.Additional specialties include the installation and restoration of mirrors and artwork, with pick-up and delivery included. googletag.cmd.push(function() { googletag.display('fixed-breakout-mobile-1'); }); googletag.cmd.push(function() { googletag.display('fixed-breakout-tablet-1'); }); “We mainly focus on older fixtures, but we have also worked on newer ones, especially with installation,” Melesurgo said. “We aim to be able to work on almost anything within reason. But chandeliers are the meat and potatoes of the business.” googletag.cmd.push(function() { googletag.display('fixed-sticky-rail-1'); }); googletag.cmd.push(function() { googletag.display('fixed-breakout-desktop-1'); }); The team at Vintage Chandelier has worked on some of the best-known chandeliers in New Orleans, at hotels including the Ritz-Carlton and the Hyatt Regency, the Milton H. Latter Memorial branch of the New Orleans Public Library and several prominent homes.Inside Out sat down with the duo to discuss the identification and care of fine chandeliers. googletag.cmd.push(function() { googletag.display('fixed-breakout-mobile-2'); }); googletag.cmd.push(function() { googletag.display('fixed-breakout-tablet-2'); }); What are some of the hallmarks of a fine chandelier?Melesurgo: Some of the finer points of elegant chandeliers are pristine crystal, clean craftsmanship, original pieces and parts and stamped pieces to ensure authenticity. Everything should be clean and working.How should you clean a fine chandelier?Melesurgo: The material in question determines the methodology for cleaning. Crystal chandeliers should be cleaned by hand, crystal by crystal, to ensure the best outcome, and to avoid deterioration of metal wiring typically used in connecting pieces together. Spraying cleaners can, over time, sit on the metal and end up rusting connections that compromise the connections. googletag.cmd.push(function() { googletag.display('fixed-breakout-mobile-3'); }); googletag.cmd.push(function() { googletag.display('fixed-breakout-tablet-3'); }); googletag.cmd.push(function() { googletag.display('fixed-sticky-rail-2'); }); googletag.cmd.push(function() { googletag.display('fixed-breakout-desktop-2'); }); What in your backgrounds led you to this business?Melesurgo: I have an electrical background. I started as an electrical apprentice in the local union (IBEW 130) in 2005. Then Katrina hit. I ended up going back to school and getting a degree in Hotel, Restaurant and Tourism and graduating in 2011. I started working for Peter (Sather) at Classic Chandelier & Mirror in 2012, which was supposed to only be temporary, but I ended up staying for a lot longer. I have always enjoyed working with my hands and being creative. This allows me to be creative and keep a lot of beautiful history alive. googletag.cmd.push(function() { googletag.display('fixed-breakout-mobile-4'); }); googletag.cmd.push(function() { googletag.display('fixed-breakout-tablet-4'); }); Rico, you worked as a draftsman alongside an engineer at YKM Consulting. googletag.cmd.push(function() { googletag.display('fixed-sticky-rail-3'); }); googletag.cmd.push(function() { googletag.display('fixed-breakout-desktop-3'); }); Mencia: The job was interesting, especially working on the Ochsner expansion, but staring at two monitors all day became unbearable. I went to work for Peter (Sather), which opened a new world to antiques and chandeliers that I find fascinating. Vintage Chandelier, 455 Philip St., (504) 309-8983, @vintagechandelier.504 on Instagram googletag.cmd.push(function() { googletag.display('fixed-sticky-rail-4'); });
Richmond's $100K plan to add police-linked business cameras
The new safety push focuses on businesses in 13 areas, offering thousands of dollars to install security cameras.
This spring event offers a sneak peek at yet-to-open Mashpee Farmers Market
Mashpee Commons will kick off National Small Business week with a spring celebration on May 2. These are some of the vendors.
Finding 'hidden sperm': AI offers hope to men previously told they were infertile
Millions of men experience azoospermia, where they produce little to no sperm. A new AI-powered technique offers hope to couples looking to have children.
Former Liverpool manager willing to accept Real Madrid offer
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"We're doing the work required to win back fans across Windows and Xbox": Microsoft CEO Satya Nadella says the company is making foundational changes to fix Windows 11 and Xbox
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Linux cryptographic code flaw offers fast route to root
: Patches land for authencesn flaw enabling local privilege escalation
Student Science Researchers Are on Point | The East Hampton Star
At East Hampton High School’s annual Science Research Symposium last Thursday, 25 seniors shared their findings from three years of scientific research under the guidance of mentors in their chosen field, while sophomores and juniors offered a glimpse of their inquiries so far.
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Scientists restore memory by blocking a single Alzheimer’s protein
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N.J. unveils nation’s first health center based at a major travel hub
The $200 million facility in Woodbridge offers urgent care, primary care, imaging and specialty services with extended hours for commuters.
New Hamilton County housing model opens for youth with disabilities, mental health needs
A newly renovated home in Madisonville is offering a new housing option for some of Hamilton County’s most vulnerable young people.
YouTube starts rolling out free picture-in-picture (PiP) globally on Android, iOS
After offering in the US, YouTube is making picture-in-picture (PiP) mode free for all users around the world.
The rise and fall of Hungary’s Viktor Orban: A lesson for all Christians about putting your hope in politics
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Merchant Investment Takes Stake in Family Office Firm
Merchant Investment Management acquires a minority stake in Emerge Business Management to offer family office services to its RIA network
The CW Network and ESPN team up to stream more than 800 hours of live events from CW Sports on the ESPN App
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Psychedelics offer exciting promise for mental health – if rolled out right
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Sixth annual Brookgreen Gardens Spring Wine Festival deemed a success
Proceeds from the sold-out event benefit the mission and programs of Brookgreen Gardens, providing support for garden enhancement and renovation, educational offerings, preservation and conservation of sculpture and protection and care for native plants and endangered animals.
Miniso store open at Millcreek Mall. Hibbett Sports has closed.
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Radiology AI vendor Azra acquires rival firm focused on incidental findings
The Nashville, Tennessee, company—which offers AI to monitor radiology reports for unexpected findings—has reached a deal to buy Thynk Health for an undisclosed sum.
Candidates target Steyer, Becerra in free-wheeling California governor debate
Six Democrats and two Republicans attacked each other but struggled to offer clear alternatives in a chaotic debate that left one student voter "more confused than ever."