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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.
Trophies or entertainment? Jose Mourinho conundrum facing Newcastle as Chris Waddle explains winning versus ‘boring’ balancing act
Jose Mourinho rumours refuse to go away at Newcastle, as questions are asked of Eddie Howe’s future, and Chris Waddle has told GOAL why any club considering a move for the ‘Special One’ must mull over the “win trophies or entertain” conundrum. Mourinho boasts several major honours on his glittering CV, but the ex-Chelsea and Real Madrid boss has faced accusations of being “boring” at times.
Barcelona’s insane scoring run puts history within reach
There is no denying that Barcelona have built something relentless in La Liga this season. While results often grab the headlines, it is their consistency in front of goal that is quietly turning int...
A Goal Achieved Amid A Season Of Success For Sunderland
“Reaching forty seven points given the failings of newly-promoted sides in recent times is no mean feat.”
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
Beitar defeats Maccabi Tel Aviv in the capital
Jerusalem maintains a slim one-point lead over Hapoel Beersheba in the title race, as Yellow-and-blue is fading. Beitar Jerusalem defeated Maccabi Tel Aviv 4-2 over the weekend as four different goal scorers helped the yellow-and-black to the victory at Teddy Stadium and remain in first place with only six matchdays left in the Championship Playoffs.
Analysis: De Zerbi channels positive performance
Roberto De Zerbi had demanded all negative thoughts be dismissed as he attempted to salvage safety in this wretched, turbulent season for Spurs. The response on the pitch was also outstanding as they tore into Villa from the first whistle, pressing high to force goalkeeper Emiliano Martinez and his defenders into poor clearances and uncertainty. Spurs suddenly looked like a team bursting with self-belief and confidence as the hosts, closing in on a place in next season's Champions League, were run ragged.
Gladbach sink Dortmund, St Pauli edge closer to drop
Borussia Moenchengladbach ensured they will remain in Germany's top flight next season when Haris Tabakovic scored with two minutes remaining to beat Borussia Dortmund on Sunday, while Mainz pushed St Pauli closer to relegation. Earlier on Sunday, goals from Phillip Tietz and Phillipp Mwene took Mainz to a 2-1 win at St Pauli, securing their top-flight status next season while pushing the hosts closer to relegation.
Round 2, Game 1 – Player of the Game: Logan Stankoven
Believe it or not, Logan Stankoven has yet to be named the Carolina Hurricanes “Player of the Game” for Canes Country in these playoffs. I’m fixing that right now. He only led the team in notching goals in round one and scored first in the first three games, tying NHL records for that. But his […]
Bournemouth 3-0 Crystal Palace: What Iraola and Tavernier said
Bournemouth have extended their Premier League unbeaten run to 15 games (W7 D8), the longest active streak of any side in the division, and the Cherries' longest ever in the top flight of English football. In Junior Kroupi and Rayan, Bournemouth are the first side ever to have two teenagers score a goal in back-to-back Premier League games.
Yankees' Jazz Chisholm problem looks like it might continue
Jazz had big goals for this year.
Serie A | Bologna 0-0 Cagliari: Third consecutive goalless stalemate
Bologna were held to an underwhelming 0-0 draw at home against Cagliari in Serie A on Sunday afternoon, the third consecutive Italian top-flight match to end goalless.Bologna came into Sunday’s clas...
'I'm a big fan' - Amad gets Carrick backing
Manchester United boss Michael Carrick has defended Amad Diallo and insists the winger is playing well, even though he has not registered a goal or an assist in 2026. The Ivory Coast international was one of the players who benefited from Ruben Amorim's time at Old Trafford. Used as either a wing-back or in one of the number 10 roles, Amad scored 11 goals and claimed 10 assists last season, with 18 of his contributions coming after the former Sporting boss' arrival in November 2024.
‘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
Cup spot secured? Brazilian joins Europe’s top 4 scorers
Igor Thiago scored another goal for Brentford this Saturday (2) and strengthened his case for a spot at the World Cup.The striker has now reached 22 GOALS this season, closing in on Haaland (Mancheste...
Brentford 3-0 West Ham: What Nuno said
Brentford is a very good team but the way we react and play the first half, hitting the post, having a goal disallowed for a tight margin, it gives us hope at half-time. West Ham have failed to score in three consecutive Premier League away games for the first time since April 2019 under Manuel Pellegrini (3).
Newcastle 3-1 Brighton: What Hurzeler said
The first goal is unlucky decision. Bart Verbruggen has made more errors leading to goals (4) than any other player in the Premier League this season, while his 11 since the start of 2023-24 is four more than anyone else.
How a double substitution turned Leeds' season around
If Leeds are able to retain their top-flight status, the majority of supporters are likely to point to wins against relegation rivals Wolves, Burnley and West Ham as the defining moments of the season. The 49-year-old is more likely to point to a 3-2 defeat by Manchester City in late November as the moment his side's fortunes changed - and the numbers back it up. After goals from Phil Foden and Josko Gvardiol put City 2-0 up inside 25 minutes, Leeds were left fearing the worst.
Austin March for Babies to support maternal and infant health
This weekend, March of Dimes will host a community walk with the goal of raising funds to improve the health of moms and babies in Central Texas.
Anna Grassellino appointed to DOE Office of Science Advisory Committee
Anna Grassellino of Fermilab will serve on SCAC and chair the quantum subcommittee, tasked with advancing national quantum goals.
Mental Health Awareness Month: Supporting Well-Being Through Employment
Explore how Ticket to Work helps SSDI beneficiaries pursue sustainable employment that supports mental health, stability and long-term goals.
Heart Rhythm 2026: Electrophysiologist Mina Chung discusses CPR, PFA and much more
Mina Chung, MD, who just concluded a one-year term as Heart Rhythm Society's president, spoke to Cardiovascular Business about successes from the past year as well as her goals for the future.
Canadiens Sniper Caufield Finalist For Lady Byng Memorial Trophy
Montreal Canadiens forward Cole Caufield may not have won the Maurice Richard Trophy, finishing second overall in goals scored this […]
RWJBarnabas Health, Newark Public Schools and Brigaid Reach Major Milestone in Transforming School Meals for Newark Students
RWJBarnabas Health today announced a major milestone in its partnership with Newark Public Schools and Brigaid to transform school meals in New Jersey’s largest school district, ensuring that all 41,000-plus Newark students are now offered fresh, healthy, scratch-cooked meals at least once per week, with the goal of expanding to daily offerings.
Regions Bank Names Veteran Banker Amy Barrentine as Head of Regions Business Capital
Barrentine brings over 30 years of industry experience to lead teams delivering asset-based lending solutions to clients. Regions Bank on Thursday announced Amy Barrentine has been elevated to serve as head of Regions Business Capital , a specialty finance team within the bank’s Corporate Banking Group . Regions Bank announced veteran banker Amy Barrentine has been elevated to serve as head of Regions Business Capital, a specialty finance team within the bank’s Corporate Banking Group. An important competitive differentiator for Regions Bank, Regions Business Capital develops tailored services for companies at all stages of their life cycles. From managing periods of rapid growth, to navigating performance volatility, strategically leveraging acquisitions, to managing shareholder distributions, and more, Barrentine’s team specializes in helping clients build responsible growth and achieve clear goals. Examples of solutions provided by the team include: Asset-Based Lending :
🔥A night of goals: Wednesday's best in the Libertadores
Today, we had more CONMEBOL Libertadores action, and we bring you the star, the surprise, and the disappointment of this Wednesday.Católica takes the spotlight in EcuadorWithout a doubt, Dani Garnero...
Beyond Content: How Sirak Studios Helps Businesses Build Systems for Scalable Growth
Instead of delivering isolated creative assets, the company focuses on aligning strategy and execution so that each initiative contributes to a broader business goal.
Celebrating Financial Literacy Month: Cleveland’s Chase Community Manager Shares Tips for Strengthening Financial Health
We all have financial needs and goals, whether it’s dreaming of buying a new home, starting a business, or simply feeling more secure about your finances. No matter where you are on your financial journey, it’s never too early – or too late – to get started.
High school baseball notebook: A year after winning WPIAL and PIAA titles, Indiana believes it can do it again
Indiana achieved all of its goals last season. Section championship? Check. WPIAL championship? Check. PIAA championship? Check. A season later, coach...
What is the chance of Alisson leaving this summer?
The future of Liverpool goalkeeper Alisson has been the subject of several questions sent in via our club Ask Me Anything form. When Arne Slot was asked last week about the possibility of Alisson leaving this summer, the Liverpool head coach did not guarantee he would stay. If the Brazilian, who has been linked with Juventus, was to leave, then it would mean Liverpool losing another experienced campaigner, with Mohamed Salah and Andy Robertson already confirming their exits this summer.
How governor candidates Ramaswamy, Acton want to fix Ohio's mental health crisis
Both frontrunners for governor want to improve Ohio's mental health care system, and each has a vision for a better state, but neither outlined detailed plans for how they would accomplish these goals.
'Queer Eye' Designer Bobby Berk Once Got Fired From Bed, Bath & Beyond — Here's What It Taught Him About Running a Successful Business
The Emmy-winning star designer shares the real-world lessons that helped him achieve his biggest goals in business and life.
Science Goals and Objectives for the Dragonfly Titan Rotorcraft Relocatable Lander
NASA’s Dragonfly mission will send a rotorcraft lander to the surface of Titan in the mid-2030s
North Henderson's Ava Staton leads Week 10 girls spring sports top performers
North Henderson's Ava Staton scored a game-winning goal to lead the list of Week 10 WNC high school spring sports girls top performers.
San Francisco State University Partners with UC Law San Francisco to Expand Downtown Presence - UC Law San Francisco (Formerly UC Hastings)
SFSU’s Lam Family College of Business will use classroom and office space at 198 McAllister Street to establish a new downtown campus. San Francisco State University (SFSU) and UC Law San Francisco have reached an agreement that establishes a new downtown home for SFSU’s Lam Family College of Business at UC Law SF’s Academic Village. The agreement places SFSU business students in close proximity to leading employers, industry partners and transit hubs, enhancing opportunities for internships, networking and career advancement. The UC Law SF Academic Village is a shared-campus model designed to foster collaboration among higher education institutions and contribute to San Francisco’s ongoing revitalization. San Francisco State University (SFSU) and UC Law San Francisco have reached an agreement that establishes a new downtown home for graduate business programs from SFSU’s Lam Family College of Business at UC Law SF’s Academic Village. The agreement creates a new downtown campus location for SFSU, giving students direct access to San Francisco’s thriving business environment. Beginning in Fall 2026, graduate business students will take classes at the UC Law SF building at 198 McAllister Street, at the nexus of the Civic Center, Mid-Market and Tenderloin communities. Under the agreement, SFSU will occupy 3,200 square feet of exclusive teaching and office space and will share additional classrooms with UC Law. The move positions students in close proximity to leading employers, industry partners and transit hubs, enhancing opportunities for internships, networking and career advancement. “This partnership is an example of the growing strategic collaborations that expand opportunities for our students,” said SFSU President Lynn Mahoney. “By situating graduate business programs in the city’s urban core, we will help students build connections, gain experience and achieve their goals for meaningful careers and upward mobility.” Students enrolled in select Lam Family College of Business graduate programs will have access to the Academic Village’s modern classrooms, conference facilities, library, study spaces and resident and event support services. The site also includes lounges, on-site dining and newly built, fully furnished, apartment-style housing for students and professionals. As institutional partners, SFSU College of Business students and alumni are eligible for tuition discounts if they enroll in the UC Law SF Master of Legal Studies program, designed for professionals whose work intersects with the law. “San Francisco State University is an excellent addition to our Academic Village, and we are excited to have the Lam Family College of Business join us in the fall,” said UC Law SF Chancellor & Dean David Faigman. “The partnership advances UC Law SF’s commitment to collaborate with California’s other great public schools and adds vibrancy and energy to the heart of the city. Our students and programs will benefit from the interdisciplinary opportunities that will arise.” The UC Law SF Academic Village is a shared-campus model designed to foster collaboration among higher education institutions and contribute to San Francisco’s ongoing revitalization. The Lam Family College of Business will begin occupying its new space there in July 2026, with classes beginning in August. The move continues SFSU’s longstanding presence in downtown San Francisco and reflects a broader effort to align academic programs with the needs of both career-minded students and the region’s expanding and evolving workforce. For more than 60 years, the Lam Family College of Business has delivered high-quality, AACSB-accredited business education across the San Francisco–Silicon Valley region. Its graduate programs — including the MBAand the STEM-designated Master of Science in Business Analytics and Master of Science in Accounting and Analytics — are designed to help students develop the skills they need to navigate the complex challenges of a global, data-driven economy. About San Francisco State University San Francisco State University is a public university serving students from the San Francisco Bay Area, across California and around the world, with nationally acclaimed programs that span a broad range of disciplines. More than 20,000 students enroll at the University each year, and its more than 304,000 graduates have contributed to the economic, cultural and civic fabric of San Francisco and beyond. Through them — and more than 1,300 world-class faculty members — SFSU proudly embraces its legacy of academic excellence, community engagement and commitment to social justice. For more information, visit sfsu.edu. About UC Law SF UC Law San Francisco is a public law school of the University of California, founded in 1878 as the first law school in the UC system. Located in San Francisco’s Civic Center, it offers a comprehensive legal education with a strong emphasis on experiential learning, public service and professional preparation. Through its Academic Village, UC Law SF brings together students, faculty and partner institutions in a collaborative campus environment in the heart of the city. Other Academic Village partners include UC San Francisco, UC Davis, the University of San Francisco and the University of the Pacific Dugoni School of Dentistry. For more information, visit www.uclawsf.edu.
How Trump’s FCC Has Already Changed the Media (Possibly Forever)
Critics — including commissioners in the agency — have accused FCC chair Brendan Carr of bullying media companies into bowing to conservative policy goals.
Kentucky Derby 2026: Thoroughbred trainer says Younghoe Koo's whiffed field-goal attempt saved his life
Thoroughbred trainer says Younghoe Koo's whiffed field goal kick saved his life
Improving maternal and infant health is the goal of new program at a Long Island hospital
New SCAI President Dawn Abbott outlines workforce, training and inclusion priorities
SCAI President Dawn Abbott, MD, MSCAI, aims to turn attention toward the long-term sustainability of the interventional cardiology field.
Gemini app preps ‘Proactive Assistance’ and new Gemini voices
Google’s goal with Gemini is to build a personal, proactive, and powerful assistant. The Gemini app is now readying “Proactive Assistance.”
Inside the Full-time MBA at Canada’s Smith School of Business
What differentiates the Smith MBA experience? Learn what drew current MBA students to the Canadian business school program, and how life inside and outside the program has influenced their professional goals.
An insider reveals the real goals of prior authorization
Years ago, Archelle Georgiou helped squash prior auths at one of America's biggest health insurers.
Centering What Matters: Aligning Action with Individual and Community Health Goals
To start, this discussion paper presents background on recent trends and the current state of individual and community engagement across US health sectors
Rochester City Council to discuss Monday future of RCTC Regional Sports Center
Officials say the primary goal of the project is an increase in outdoor recreation space and community access.
NASA wants to use a fleet of MoonFall drones to scout the lunar south pole: 'We believe we can do it'
"Our goal is that each drone can cover a range of roughly 30 miles and get that done by the end of 2028."
$1 billion over 5 years: Director of NH’s new rural health program rolls out goals for federal funds
Donnalee Lozeau, director of GO-NORTH, said her philosophy in distributing the hundreds of millions of dollars the federal government is giving New Hampshire to spend on its struggling rural healthcare system will be about long-term investments, not short-term fixes.
'This is Me.' Autism diagnosis did not stop me from telling my story
I was diagnosed with autism at the start of sixth grade. Here's my story of how I got to journalism and now Vermont.
Celsius unites sports, music and culture ahead of soccer-centric summer
Soccer stars, DJ Diplo and creator Marlon Garcia feature in a new ad that reimagines the brand’s “Live. Fit. Go.” slogan as “Live. Fit. Goal.”
I used ChatGPT to apply Warren Buffett’s ‘two-list’ rule — and it changed how I set goals
The billionaire’s strategy helped me choose the right goals and ignore the rest
🚨 Marco Reus brace leads LA Galaxy to narrow win over Real Salt Lake
LA Galaxy have defeated Real Salt Lake 2-1 in Sunday's MLS matchup, thanks to a brace of set-piece goals from Marco Reus. Scorers: Reus 9', 85' ; Marcinkowski 45+4' (OG)After a strong attacking start...
Slot makes honest Isak admission after Palace breakthrough
Liverpool’s victory over Crystal Palace brought a long-awaited moment for Alexander Isak, and Arne Slot made it clear afterwards just how significant that goal could be for us heading into the final...
Habit-stacking to reach health and wellness goals
Habit-stacking is a habit formation technique that’s gotten a lot of attention in recent years.
How to use habit-stacking to reach your health and wellness goals
Habit-stacking, a technique that’s gotten a lot of attention in recent years, can create a structured and effective routine when motivation alone isn’t enough.
How Oak Park's Navaeh Burns pushes herself past sprinting plateaus
Oak Park junior Navaeh Burns is a top runner nationally finding new heights thanks to written goals, her support system and strong mental fortitude.
Philip Zinckernagel and Hugo Cuypers lead Fire in rout of Sporting K.C.
Fire score all five of their goals in the second half
WORLD IP DAY 2026: "Ready, Set, Innovate" - Small Business & Entrepreneurship Council
Small Businesses, Innovators, Creators Drive Innovation and Growth SBE Council is proud to join our small business allies and fellow organizations – all dedicated to fueling innovation and protecting intellectual property (IP) – in celebrating WORLD IP DAY 2026. The goal of the day is to increase the general understanding of the importance of IP. […]
PENN Entertainment Weighs Alberta Online Launch Against 2026 Profit Goals
PENN Entertainment is preparing to launch regulated iCasino and online sports betting in Alberta, Canada in July. The company is reshaping its Interactive segment with a focus on achieving profitability from Q4 2026 onward. PENN has an active development pipeline, including new casino and hotel projects planned through 2026. PENN Entertainment (NasdaqGS:PENN) is shifting attention from recent earnings headlines to a new phase of online expansion in Alberta, where regulated iCasino and...
Stankoven scores again, Hurricanes complete 4-game sweep of Senators
Logan Stankoven scored his fourth goal in four games, and Frederik Andersen made 25 saves for Carolina.
Hopefully a good point - McKenna reacts to West Brom draw
Ipswich Town manager Kieran McKenna speaks BBC Radio Suffolk after Saturday's goalless draw at West Bromwich Albion moved them back up to second in the Championship.
✒️ Fulham star celebrates new contract with PL goal
It's been a fine week for Fulham full-back Ryan Sessegnon. The Cottagers defender committed his future to the London club this week by extending his contract until the end of the 2026/27 season.And, t...
Deafening Ducks fan "army" earned its Game 3 moment
After eight long years in the darkness, Anaheim fans roared and sent an electric charge into their team for its first home playoff win since 2017 and a single-game record for goals scored.
Triple major aims for the big leagues in sports finance
“My No. 1 goal is to be the CFO of a professional sports team,” said Ainsley Peterson, a triple-major senior graduating with bachelor’s degrees in accountancy, finance and sports business from the W. P. Carey School of Business — along with a minor in special events management.It’s an ambitious goal, but Peterson, a spring 2026 graduate from San Diego, has been building toward it for years. Her passion for both sports and finance began at a young age, shaped in part by her family’s influence.
Montclair Athletics Blue & White Club Mobilize to Save Freshman Sports
The club also has an overall fundraising goal of $350,000, aimed at fully funding the athletics department to support every athletics team at Montclair High School.
Thomas College to offer Bachelor of Science in Athletic Coaching degree this fall
“The ultimate goal for me would be to turn on the TV someday and see a Thomas alum sitting on the sideline of an NBA game or in the dugout of a Major League Baseball game,” said Greg King, Ed.D., professor of sport management.
Poloncarz highlights 'lowest tax rate in county history' during annual address
Erie County Executive Mark Poloncarz emphasized goals such as affordability, housing, parks and more during the State of the County address Thursday.
Simple rule for high-protein snacking helps nutritionist hit 100g goal
A nutritionist who worked in high-end kitchens for 10 years uses a formula to make his high-protein snacks delicious and nutritious.
U.S. Forging a Healthier Oceania Through Trump Administration's America First Global Health Strategy Through Bilateral Health Memorandum of Understanding with Papua New Guinea - U.S. Embassy & Consulates in China
United States Forging a Healthier Oceania Through Trump Administration’s America First Global Health Strategy Through Bilateral Health Memorandum of Understanding with Papua New Guinea Press Statement Thomas “Tommy” Pigott, Principal Deputy Spokesperson April 23, 2026 Yesterday the United States and Papua New Guinea signed a five-year bilateral Memorandum of Understanding (MOU) through the Trump Administration’s America First Global Health Strategy. The landmark health MOU focuses on effectively addressing emerging infectious diseases and ongoing outbreaks, building and maintaining surge-response capacities, and enabling Papua New Guinea’s government to independently manage new health threats before they spread internationally. Working with Congress, the United States intends to provide $15 million through December 2030 through the jointly decided health MOU, building on decades of progress in reducing HIV infections and transmissions in Papua New Guinea. The government of Papua New Guinea intends to allocate up to $3 million to disease control programs and strengthen health systems at the national and provincial levels. Up to $5 million under the health MOU will directly support global health security funding, advancing our shared commitment to health security in the region. Through the signing of this $18 million MOU, we are bolstering infectious disease prevention and response by leveraging cost-effective, nationally-driven approaches, with the goal of increasing Papua New Guinea’s health system self-sufficiency. America First Global Health Strategy Memoranda of Understanding (MOUs) signed so far represent more than $20.6 billion in new health funding, including more than $12.8 billion in U.S. assistance alongside $7.8 billion in co-investment from recipient countries, building on decades of progress fighting HIV/AIDS, malaria, tuberculosis, and other infectious diseases around the world. As of April 22, the State Department has signed 32 bilateral global health MOUs with Angola, Bolivia, Botswana, Burkina Faso, Burundi, Cambodia, Cameroon, Côte d’Ivoire, the Democratic Republic of the Congo, the Dominican Republic, El Salvador, Eswatini, Ethiopia, Guatemala, Guinea, Honduras, Kenya, Lesotho, Liberia, Madagascar, Malawi, Mozambique, Niger, Nigeria, Panama, Papua New Guinea, the Philippines, Rwanda, Senegal, Sierra Leone, Tajikistan, and Uganda.
Sporting Kansas City hosted its inaugural Goal Getters Career Prep Summit
On April 9th, Sporting Kansas City hosted its inaugural "Goal Getters Career Prep Summit" at Sporting Park from 4:00 to 6:00 PM. This event was designed for high school and college students interested in pursuing careers in sports, helping them to develop practical skills for professional success. The summit was
Is SBA moving the small business contracting goal posts?
The Small Business Administration wants to put a bigger focus on contracting with veterans-owned firms and efforts to root out fraud.
AJPH Supplement Spotlighting Special Olympics Health Programming Demonstrates How Inclusive Public Health Spaces Improve the Health of People with Intellectual and Developmental Disabilities
Implementing strategies to improve health outcomes in all communities requires public health spaces to include people with intellectual and developmental disabilities (IDD) at the table when it comes to policy, funding and research decisions. As one of the largest organizations providing inclusive health programs for, and collecting health data on, people with IDD, Special Olympics provides a roadmap, in a new AJPH supplement, for public health practitioners to follow to address the profound health needs of people with IDD. The supplement, titled “Achieving Health Equity for People with Intellectual Developmental Disabilities: Making an Elusive Goal A Reality,” outlines the urgent need for inclusive health systems and equipping health care workers.
DGCE SIG Seminar 23 April 23, 2026
Potential Diffuse Gas Science Cases and Instrument Goals for UV Imaging and Spectroscopy with HWO. Speaker: Kevin France
Bombardier CEO Navigates Supply Chain Constraints for Defense Business After Hitting $1 Billion Goal Early
Eric Martel is navigating the Canadian jet maker through some turbulence to seize on the next leg of growth in the booming defense market.
Data Science vs. Artificial Intelligence: Everything You Need to Know
Compare data science and AI career paths, degree options, and skills. Learn which field matches your goals with expert guidance from Pace University.
🚨Simeone rings the changes in Elche
Atlético de Madrid want to put the disappointment of the cup final behind them against an Elche side fighting for some breathing room. Plenty of changes in Atleti’s starting eleven, from goal where...
CBL Scholars Program Opens Pathways to Business Law Careers - UC Law San Francisco (Formerly UC Hastings)
First-year law students and 2026 CBL Scholars Deniz Masjedi, Alvaro Flores, and Tavia Pappaly gain mentorship connections with leading industry professionals as they prepare for careers in business law. Created by the UC Center for Business Law San Francisco (CBL), the CBL Scholars Program aims to develop the next generation of business law leaders, supported by contributions from individuals and corporate sponsors. The highly competitive program provides funding along with academic and professional mentorship to students from disadvantaged backgrounds. Scholars gain exposure to the Bay Area’s technology and venture capital ecosystems and access to UC Law SF’s broad network of senior legal professionals. Now in its sixth year, the CBL Scholars Program provides a scholarship and academic and professional mentorship to students entering the business law community from disadvantaged educational, economic, social, or physical backgrounds. The program is generously sponsored by the law firms Gunderson Dettmer and Goodwin Procter. Meet this year’s CBL Scholars: Deniz Masjedi, Alvaro Flores, and Tavia Pappaly. All three have secured summer associate positions at prestigious law firms. Deniz Masjedi: A Passion for Helping Founders Grow Companies Deniz Masjedi, who was born in Iran and moved to Southern California as a teenager, traces her interest in law to her family’s immigration journey and her desire to advocate for herself and her family. She earned a bachelor’s degree at UC Berkeley, where she studied political science and sociology. At UC Law SF, she serves as a 1L representative for the Iranian Law Students Association and is active in the Business Law Society and Technology & Law Society. Next fall, she will serve as director of mentorship for the Technology & Law Society and director of professional development for the Business Law Society. She will join Sidley Austin this year as a 1L/2L summer associate. Q: What draws you to business law? A: Prior to law school, I worked in Cooley LLP’s Private Companies practice group as a corporate paralegal for three years, supporting over 100 venture-backed startups and venture capital funds. I found purpose in helping founders transform their vision into successful companies. It was incredibly rewarding being part of their journeys—from company formation and initial financing to major transactions such as M&A deals. What excites me most about this field is the potential for a small, innovative company to become the next Google or Zoom, shaping how people communicate and access information. I hope to continue supporting entrepreneurs and investors as a corporate attorney. Q: What does it mean to you to have been awarded this scholarship? A: As the first person in my family to attend law school in the United States, receiving this scholarship is a tremendous honor. My parents and I left everything behind so that I could enjoy the freedom to practice my religion without persecution and pursue a career in law as a woman. This award is an acknowledgment of my dedication to business law and motivates me to continue pursuing excellence in this field. It also recognizes years of hard work—learning a new language, navigating the college and law school application process, and ultimately building a career in the legal profession. Q: How will this scholarship help support your future goals? A: This scholarship will provide access to mentorship from leaders in the field, enabling me to develop the skills necessary to offer practical advice and effective representation to future clients. It also eases the financial burden of law school, letting me focus on my coursework and deepen my commitment to corporate law. As an immigrant, breaking into the legal profession has not always been easy, and the time that mentors have invested in me has been instrumental to my progress. This scholarship will allow me to continue building those relationships while positioning me to one day mentor others pursuing similar paths. Alvaro Flores: Inspired by Entrepreneurs The son of Mexican immigrants raised in San Antonio, Texas, Alvaro Flores says he has long been interested in how policy, markets, and culture shape society. He studied international relations and global economy at the University of Southern California, with minors in business finance and legal studies. His experiences span local political organizing, venture capital and startup work, and teaching entrepreneurship. At UC Law SF, he is involved in the Business Law Society, Technology & Law Society, and the Latinx Law Student Association. He will join Perkins Coie as a 1L/2L summer associate with the firm’s Emerging Companies & Venture Capital practice. Q: What draws you to business law? A: I’m drawn to stories of entrepreneurs whose simple ideas become companies that shape the economy and society. Spending time in venture capital and working directly with founders has shown me that many important decisions in the scaling process are ultimately legal ones, particularly how companies are structured and how capital is raised. Business law sits at the intersection of innovation and equity. It offers a way to stay close to the pace of technological change while also helping expand who gets to participate in it. There is something special about being part of that process here in the Bay Area, where the American Dream feels like it is reimagined in real time. Q: What does it mean to you to have been awarded this scholarship? A: I am truly grateful for the support and belief this scholarship represents. I see it not just as recognition, but also as alignment. The CBL Scholars Program’s focus on developing individuals who engage deeply with the business and technology ecosystem reflects the path I have been intentionally building. More than anything, it feels like an investment in that journey. I have been thoughtful about each next step–whether teaching, working in venture capital, or building multidisciplinary experiences–and this scholarship reinforces that those efforts come together in a meaningful way. Q: How will this scholarship help support your future goals? A: It allows me to focus more on developing as a business lawyer, without the distraction of financial constraints. Beyond that, the mentorship and access to the Bay Area network are just as valuable. I’m especially interested in working with early-stage companies and investors, so the opportunity to learn directly from people operating at a high level in that space is huge. Tavia Pappaly: Working in the Wine Industry Sparked Interest in Business and Law Tavia Pappaly spent five years in the wine industry before deciding to pursue law school with a goal of becoming a corporate transactions attorney. Pappaly says she wants to use her legal skills to help business grow and thrive. A first-generation law student from Fairfield, California, she is a member of the Legal Education Opportunity Program (LEOP) and will serve as vice president of social planning for the UC Law SF Sports Law Society in her 2L year. She plans to work as a summer associate at Gibson Dunn in San Francisco after her 2L year. Q: What draws you to business law? A: Business law brings together many of my interests and personal experiences. As the daughter of immigrants who grew up around a family-owned small business, I saw firsthand both the opportunities and challenges of building something from the ground up. That perspective, combined with my experience in the wine industry, solidified my interest in helping businesses of all sizes tackle evolving legal challenges. I’m excited to grow within the corporate law space and develop the skills and experience to support businesses at every stage. I’m deeply motivated to give back to immigrant communities and small business owners, whose experiences often intersect. By building a strong foundation in corporate law, I hope to support those working to create generational stability and to contribute in a meaningful way to the communities that have shaped me. Q: What does it mean to you to have been awarded this scholarship? A: Receiving this scholarship is incredibly meaningful to me. I take great pride in my background as a first-generation student and a woman of color, so being recognized for my potential in a field that has historically underrepresented those communities is both affirming and empowering. This program will help connect me to the resources and committed mentors that will help me succeed. Beyond that, it is no secret that law school is a significant financial commitment. This scholarship helps ease both the financial burden and the stress that comes with it, allowing me to focus more on my education and long-term goals. I am incredibly grateful! Q: How will this scholarship help support your future goals? A: This scholarship has already connected me with an incredible network of faculty, business law professionals, and like-minded students. The community fostered by the Center for Business Law is deeply supportive, and I’m excited to grow alongside my cohort. I truly believe this network will play an important role in helping me thrive in law school and position me for success in business law. As I have seen firsthand how impactful both financial scholarship and mentorship are, I hope to give back in this same way later in my career.
Mariners' stadium reminds A's of their goal: AL West title
Mariners' stadium reminds A's of their goal: AL West title
I asked ChatGPT to use Charlie Munger’s ‘Inversion rule' to rethink my goals — and it beat every productivity app
AI made me see my own behaviors as "success killers" and it was the reality check I needed
Analysis: Fans have turned on Rosenior
It marked radical new low point in a bleak run of five consecutive league defeats without a goal for Chelsea - their worst such sequence in more than a century and one that few supporters have witnessed in their lifetime. Given the club's success over the past 25 years, it is perhaps understandable that patience is thin for a head coach appointed just three months ago from Chelsea's partner club, Strasbourg. There were early signs that the night might not unfold as Rosenior had hoped.
Does your business offer internships? This citywide program will amplify the experience
"The goal is to help them feel more connected – not just to their workplace but to Sioux Falls as a whole." If your business has interns, make sure they're part of this program.
Hendersonville's Mia Nitsche leads Week 9 girls spring sports top performers
Hendersonville's Mia Nitsche scored four goals to lead the list of Week 9 WNC high school spring sports girls top performers.
The most effective AI strategies for corporate law departments start with business goals
As corporate law departments adopt AI, a report finds departments must align its use with the priorities that matter most to the business.
Shaky political science: using "simulated" elections over real-world elections
[Dear DSOS readers – this article is the latest in our “Shaky Political Science” series. In our 38 page report, “Shaky political ‘science’ misses mark on ranked choice voting,” released in early December, we examined over 40 studies focused on ranked choice voting. We found that many of these studies suffered from puzzling research methodologies, poorly constructed surveys, unrealistic simulated elections, cherry picked data, and faulty analyses that often were contradicted by results from real-world elections (a link to our full paper is here). Here are links to the first three articles in our series: the first one summarizing the overall results of our report, the second one analyzing a study co-authored by University of Minnesota academic Larry Jacobs, which was one of the most error-prone of all the research we reviewed in our report, and a third article showing an admirable example of two political scientists holding two other political scientists accountable for their flawed, sloppy research]. In this fourth article in our “Shaky Political Science” series, we shine a spotlight on seven studies that were web-hosted and funded by New America’s Political Reform Program and its Electoral Reform Research Group (the ERRG is an ad hoc committee headed by New America’s Political Reform Program and joined by the American Enterprise Institute, the Unite America Institute and Stanford University’s Center on Democracy, Development, and the Rule of Law). This research consortium has been led by Lee Drutman, senior fellow with New America’s Political Reform Program. These seven studies are simply not credible from any objective standard about how political “science” is supposed to illuminate our understanding of either ranked choice voting or politics in general. The feature that six of these seven studies have in common is that they all used surveys – artificial, simulated elections -- to attempt to say something cogent or interesting about ranked choice voting (RCV) elections. None of them used real world data from actual RCV elections – either the 1000+ elections in the US or the many thousands of elections from places like Australia, Ireland and elsewhere where RCV has been used for 100 years. While a few of these studies conclude with some mixed positives about RCV, our analysis here is content neutral. The idea that, with a political reform like RCV, you can ask respondents in a mock, artificial election to vote with that method, with only the barest of explanation about how RCV works or its likely impacts (i.e. no spoiler candidates, majority winners, voters liberated to pick their favorite candidates, coalition-building), and then ask them their thoughts/reactions about voting in that system, with fake candidates and no real campaigning, no real exposure to an actual election or actual candidates, rests on some very puzzling assumptions. The findings of these seven studies actually are contradicted by the findings from many other studies based on real-world RCV elections. These New America studies also failed to list the real-world RCV studies in their own citations, instead including those studies that reinforced their conclusions. The seven studies featured in this article were chosen because they form a cohesive cohort which precisely illustrates one of the main points of our research paper, namely that using surveys, i.e. artificial elections, or mathematical/theoretical models, instead of real-world data, is in fact “shaky political science.” Below are summaries of our analysis of five of the seven New America studies. You can read our complete analysis of all seven studies at our paper, “Shaky political ‘science’ misses mark on ranked choice voting.” Choosing to “Vote As Usual” by Andre Blais, Carolina Plescia, and Semra Sevi. New America. (Blais et al., 2021). This study, web-hosted and funded by New America’s Political Reform Program and its Electoral Reform Research Group, used two surveys in which respondents completed ballots for simulated elections using plurality, approval, RCV and point (Score) voting. In both cases the authors provided the respondents with only minimal explanation of each method. For example, the entire explanation for RCV was “For this vote, rank the candidates from your first to your last choice (you do not need to rank them all). This is called the ranked vote.” That’s it. The study did not provide any context or explanation to survey respondents about why she/he might want to rank multiple candidates. Participants were not even told that ballots would be tabulated using an “instant” runoff, not to mention any description of RCVs ability to eliminate the spoiler effect or liberate voters to rank their favorite candidates without fear of helping the “greater evil” candidate to win. That’s like taking an iPhone back in time to 1970 and asking someone if they like it better than their rotary phone without explaining how it works. Their first survey targeted states that held 2020 Super Tuesday Democratic primaries and used the real candidates’ names in the survey; the second survey used fictitious candidates. In other words, they surveyed respondents who had only ever participated in plurality elections, had no history or background with using RCV or any of the other methods, had no clue about its likely impacts, and did not communicate how the alternative methods would be counted, and then asked them: “How satisfied are you with using each system?” Predictably, the winner was plurality elections, the system used for president, Congress, gubernatorial and state legislative elections – in other words, the method they have been using, year after year, all their voting lives. With so little explanation of RCV and its impacts, this study is simply not credible in discovering anything useful about real-world RCV elections. It merely shows that a basic voter education campaign is needed when adopting a new election system. Additionally, the result contradicts many other post-election surveys following real RCV elections, asking opinions from voters who had just participated in a RCV election, that showed a great deal of satisfaction with RCV (see details on that in Studies 22-25 in our paper, as well as the four studies cited in the review for Study 28). Share Other studies on “satisfaction” and “understanding” make similar mistakes, in terms of basing their surveys on inadequate explanation to respondents and lack of education about context. How could any survey ever hope to measure accurately, in essence simulate a real-world election, without actual campaigning candidates, the media writing about those candidates, organizations endorsing candidates and voters being inundated with crucial information? More than anything, what these “studies” based on surveys show is that if you ask voters about something they don’t know very much about, and fail to adequately educate them, their responses will unsurprisingly reflect their confusion. Equally puzzling is that New America’s Electoral Reform Research Group, headed by political scientist Lee Drutman, found this to be a credible enough study that they not only published it but highlighted it in Drutman’s own discussion of research related to ranked choice voting. This pattern was repeated in study after study featured by New America’s Electoral Reform Research Group. For example in Ranked-Choice Voting and Political Expression: Voter Guides Narrow the Gap between Informed and Uninformed Citizens by Cheryl Boudreau, Jonathan Colner, and Scott MacKenzie, the researchers based their analysis on a survey which found that respondents who were asked to vote in a simulated RCV election, with minimal explanation of RCV or how it works, displayed less evidence of being informed about how to use RCV effectively, with the least informed voters ranking fewer candidates. As pointed out under the study above, in a real election voters are informed by a wide variety of methods, including public education by the election administration, by interested political groups, the media, and the candidates themselves who benefit from voters being aware of how to vote in the new system. In Support for Ranked-Choice Voting across Race and Partisanship by Joseph Anthony, David C. Kimball, Jack Santucci and Jamil Scott, the researchers used respondents from different parties and races voting in simulated plurality and RCV elections, who indicated their satisfaction with each voting method. Instead of using real world election results, the authors fell back on the easy, armchair and less reliable academic research methodology of making up mock elections. As with the other studies, little explanation was given of how RCV works or what its implications might be (electing majority winners or eliminating spoilers, for example). Unsurprisingly, this study found that respondents were not very satisfied with RCV. However, when the authors added an explanation that RCV has a tendency to elect more women and people of color, they found that this greater explanation increased the preference for RCV. The more voters were familiar with it, and the more they understood potential positive impacts – surprise! -- the more they were open to switching away from the status quo. Of note, the results from this study are thoroughly contradicted by a number of other studies whose data was obtained from real RCV elections with real voters. Those studies show a great deal of satisfaction with RCV. More “fake election” research An interesting wrinkle on this “research by fake elections” approach, which only served to illustrate how unreliable such “research” can become, was taken in Ranked-Choice Voting, Runoff, and Democracy: Insights from Maine and Other U.S. States by Joseph Cerrone and Cynthia McClintock_,_ also web-hosted and funded by New America’s ERRG. It gets high marks for creativity, but an eye-roll for thinking this could possibly add anything meaningful to our understanding of real world RCV elections. This study tried to determine whether RCV, plurality or two-round runoff elections provided greater voter satisfaction and acceptance of election results. To determine that, the authors conducted a survey asking if voters were satisfied with a fictional newspaper report of an election, with three different versions given to respondents – plurality, runoff and RCV, with variations of Republican/Democrat winners and variations of “come-from-behind” winners,” i.e. candidates not initially in first place but who win the “runoff.” Again, a minimal explanation of RCV or how it works was given, and the survey showed that respondents had the greatest unfamiliarity with RCV than the other methods. The unsurprising result? Respondents were much more satisfied with “come-from-behind” victories in a traditional two-round runoff election than in RCV, even though RCV is also a runoff system but with a single round of counting. Interestingly, the dissatisfaction with RCV disappeared for those who were more familiar with RCV. In fact, among those respondents who were “very familiar” with RCV, they were equally satisfied with RCV, runoff and plurality. Surprise, surprise. Again, what this study revealed, more than anything, is not only the inadequacy of the explanation for RCV given by the authors of this study, but the failure of the research format itself, thinking that such an artificial mock election could somehow simulate what actually happens in the real world in a real RCV election. Those four studies reviewed above are fitting examples of inadequate and shaky political “science.” Other studies reviewed in our paper from the New America/Electoral Reform Research Group cohort which also used mock elections included: Ranked-Choice Voting is an Acquired Taste by Joseph Anthony and David C. Kimball. New America. (Anthony et al., 2021). Ranked-Choice Voting is No Refuge for Extreme Candidates by Melissa Baker. New America. (Baker, 2021). Also included in this New America cohort is Does Ranked-Choice Voting Reduce Racial Polarization? by Yuki Atsusaka and Theodore Landsman, which actually did use real-world election results data but applied an odd and unconventional methodology to the data which relied on shaky assumptions and non-real-world scenarios that were too divorced from reality. To determine levels of “racially polarized voting,” the researchers imagined “ethnic parties,” by which they mean political parties for each ethnic group, which was especially odd since the election data they were using came from nonpartisan RCV races. But then they made an even odder assumption, namely that since race and ethnic characteristics of studied voters were not available, the authors tried to infer that information based on who voters selected and the racial make-up of voters in each district. This amounted to little more than vague and ambiguous guesswork dressed up with a bunch of mathematical equations used to give it a veneer of scientific appearance. Indeed, it seemed to assume racial polarization in order to prove racial polarization. Based on this questionable methodology, the authors concluded that RCV doesn’t reduce racial polarization. But the premise of this study missed an obvious reality: since RCV incentivizes more candidates to run and can result in more diverse fields of candidates, one would expect more racially-polarized voting in voters’ top rankings, not less, because more voters would have someone on that ballot who represents their racial or ethnic identity and more freedom to vote for their real first choice. By encouraging more diverse candidates and eliminating the spoiler effect, RCV facilitates voting for a favorite candidate of your own race and then selecting a second choice with the best likelihood of winning. The real measure is what voters do with their additional rankings – do they consider other candidates and vote “for the best of the rest”? This study didn’t tell us anything useful about that. But readily available data shows this is common in real RCV elections, and candidates act on this knowledge by engaging with voters outside their racial group. So the authors of this study failed to consider or account for what actually happens in real-world elections, and their conclusions are tainted by this failure. New America has contributed a great deal over the past 2.5 decades to our understanding of many policy areas, including politics and political reform (full disclosure: Steven Hill, one of the authors of this article and of the “Shaky Political Science” research paper and series, is a former senior fellow and former director of New America’s political reform program, 2005-2010). So it was especially disappointing that New America funded and published such a large batch of dubious studies about ranked choice voting. The stated praiseworthy goal of its Electoral Reform Research Group was to inspire new academic research about ranked choice voting that would shed light and help the public better understand the impacts of RCV. Instead, the ERRG research did just the opposite. It produced dubious research that created more confusion and misinformation. In so doing, New America’s political reform program contributed to “shaky political science.” Steven Hill and Paul Haughey Share Upgrade to $5 subscription Thanks for reading DemocracySOS, a reader-supported digital portal for the pro-democracy movement. Subscribe for only $5 per month to receive full benefits and to support our work. Subscribe
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The Death of Public Health
During the recent measles outbreak, the largest in more than 30 years, Robert F. Kennedy Jr. refused to clearly recommend the measles vaccine, saying instead that it was a “personal decision,” and that parents should “do their own research.” Similarly, during her recent confirmation hearing for United States Surgeon General, Casey Means was questioned by Senator William Cassidy (R, La). “You’re the nation’s doctor,” said Cassidy. “Would you encourage [a mother] to have her child vaccinated!” “I’m not an individual’s doctor,” Means said. “And every individual needs to talk to their doctor before putting a medication in their body.” In June 2025, Marty Makary, Commissioner of the Food and Drug Administration (FDA), said that COVID vaccines for pregnant women should be a “personal choice”, even though every other country in the world recommended the COVID vaccine during pregnancy due to a higher risk for severe disease. It doesn’t end there. On January 5, 2026, RFK Jr. reduced the number of routinely recommended vaccines from 18 to 10. For vaccines that protected against influenza, COVID, and rotavirus, parents were urged to speak with their doctors—to make an individual choice. (On March 16, 2026, in a ruling by a federal court in Boston, RFK Jr.’s revised schedule was invalidated.) What’s happening? Why are public health officials moving away from making recommendations for the public? The origin of this change might be rooted in the first two years of the COVID pandemic. In 2020, during the first year on the pandemic, we didn’t have anything to stop a virus that was killing hundreds of people a day and could be spread asymptomatically. We didn’t have antivirals until October, monoclonal antibodies until November, and vaccines until December. All we could do was restrict travel, close businesses, shutter schools, and mask, isolate, quarantine, test, and social distance. During the second year of the pandemic, when we had vaccines to prevent COVID, people couldn’t go anywhere without their vaccine cards. They couldn’t go to their favorite bar or restaurant or sporting event or place of worship without proof of vaccination. Some people were fired from their jobs for refusing to get vaccinated. For many, this was seen as massive government overreach and energized what has been called the “medical freedom movement.” Indeed, a headline in the New York Times declared, “How Health Freedom Became a Winning Rally Cry.” As expressed in the comments of RFK Jr., Casey Means, and Marty Makary, the medical freedom movement focuses on the individual not the community—the opposite of public health. In an article titled “Ethics and Social Value Judgments in Public Health,” ethicists from Yale University distinguished public health from medical freedom. “Public health policies,” they wrote, “are population oriented. Because individual health affects the health of others, public health measures regulate individual behavior to achieve population health goals. All raise questions about how individual autonomy and freedom should be balanced against public health interests…which respects individuals’ sovereignty over their bodies and actions as long as their actions do not harm others.” The medical freedom movement fails to recognize that it often limits the freedom of others. For example, a parent who is afraid to send a child to school where many of the students are unvaccinated. Or immune compromised children who depend on those around them to for protection. The question then becomes “Freedom for whom?” Is it your right, in the name of medical freedom, to catch and transmit a potentially fatal infection—and in so doing, take away the freedom of others? In Four Essays on Liberty, Isaiah Berlin sums it up best. “Liberty for the wolves,” he wrote, “is death to the lambs.” Thanks for reading Beyond the Noise! Subscribe for free to receive new posts and support my work. Subscribe
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