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HealthVerity to Acquire Symphony Health, Uniting Clinical Data and Commercial Analytics to Accelerate Breakthroughs Across the Healthcare Ecosystem
The combined company will join clinical data, commercial analytics and unmatched services into a unified, AI-ready environment to give life sciences organizations a comprehensive, connected view of the patient to move faster from insight to action. HealthVerity HealthVerity Philadelphia, PA, May 05, 2026 (GLOBE NEWSWIRE) -- HealthVerity, Inc., the leader in privacy-protected real-world data exchange and patient identity solutions, today announced that it has entered into a definitive agreement t
Major health insurers show signs of recovery – but a key test looms
Insurers have incomplete data on medical costs in the first quarter due to a lag in claims processing, which sets up the second quarter as the real test.
IDEAYA Biosciences Reports First Quarter 2026 Financial Results and Provides Business Update
Phase 2/3 registrational trial (OptimUM-02) of darovasertib combination met its primary endpoint; complete data will be provided in a late-breaking oral...
U.S. Embassy Supports Tunisian Business Delegation at 2026 SelectUSA Investment Summit - U.S. Embassy in Tunisia
U.S. EMBASSY SUPPORTS TUNISIAN BUSINESS DELEGATION AT 2026 SELECTUSA INVESTMENT SUMMIT The SelectUSA Investment Summit is the premier U.S. investment event, connecting thousands of investors, companies, economic development organizations, and industry experts to make deals happen. Media Note TUNIS, May 5, 2026 – U.S. Embassy Tunis is pleased to support a delegation of 11 Tunisian companies traveling to the United States to participate in the 2026 SelectUSA Investment Summit at National Harbor, Maryland, May 3-6, 2026. The Summit is an opportunity for these dynamic entrepreneurs to establish new connections and explore business and investment opportunities in the United States. This year, three Tunisian women entrepreneurs and members of the delegation representing Spiraw and Sotetel were accepted into the Select Global Women in Tech year-long mentoring program which will kick off at the summit. Since 2022, more than 50 Tunisian entrepreneurs in fields ranging from e-gaming, robotics, software engineering, coding, online fashion, and green tech have participated in SelectUSA Investment Summits, where they have taken their businesses to the next level. Hosted by the U.S. Department of Commerce, the SelectUSA Investment Summit is a one-stop shop for companies considering expanding to the United States and provides economic development organizations (EDOs) with the opportunity to meet directly with international companies to facilitate investment deals. Since inception, the SelectUSA Investment Summit has attracted tens of thousands of companies and economic development representatives, generating over $250 billion in new investment projects that support more than 125,000 jobs across the United States and its territories. The previous SelectUSA Investment Summit saw record-breaking numbers with more than 5,500 participants, including EDOs from 54 U.S. states and territories and over 2,700 business investors from 100+ countries, including Tunisia. The following Tunisian businesses will take part in this year’s SelectUSA delegation: AquaDeep – Revolutionizes aquaculture with AI-powered monitoring solutions, including a real-time larva counting system and a SaaS platform for environmental monitoring. The company is expanding operations across Tunisia, Europe, Africa, and the United States. Bouraoui Group – Specializes in event venues, hospitality experiences, innovative real estate development, and technology driven customer solutions. The business develops experience- focused and tech enabled lifestyle destinations that combine entertainment, culture, retail, and smart services, and is seeking international partners to co-develop hospitality, PropTech, smart retail, and experiential digital projects. Digital Cook – Builds HR and recruitment software solutions, including HRMS, ATS, and custom tools that streamline hiring, employee management, and talent development. It provides custom software, system integration, and scalable HR platforms for SMEs, large enterprises, and recruitment agencies seeking efficient, user-friendly ways to manage their workforce and improve recruitment. El Kanaouet – Provides high-quality and low-cost hydraulic infrastructure for the supply and distribution of drinking water. The company manufactures prestressed concrete structures based on current technological developments in the field and trends in integrated and digitalized management. El Kanaouet aims to enter the U.S. market with its production of centrifugal prestressed concrete pipes and other technical products and services. Fluoink Nanotechnologies – A deep‑tech startup developing next‑generation antimicrobial additives for paints, coatings, and industrial materials, enabling everyday surfaces to act as long‑lasting barriers against harmful bacteria and pathogens without changing their appearance or performance. Mare Custos – A subsea robotics company specializing in ROV-based underwater inspection services for offshore energy, ports, and marine infrastructure, using high-precision imaging, PAUT, and NDT to inspect structures in challenging conditions. SmartMed SA – A fast-growing digital health company operating in Tunisia, Algeria, and Morocco, offering an integrated ecosystem that helps patients book appointments (MedPro), enables clinics to digitize workflows and EMRs (MedLink), and supports targeted digital marketing for healthcare and pharma (MedAds). With millions of appointments and users, SmartMed has become a leading e-health platform in North Africa. Sototel – Builds telecommunications networks and services, including fixed, radio, and mobile networks. Sototel focuses on technological innovation and continuous improvement, providing high-value-added digital solutions. SOTUPRIN HGE – Specializes in manufacturing household electrical appliances under the brand HGE and OEM. Expanded from the local market to North Africa, Central Africa, the Middle East, and Europe. Spiraw by Food4Future – Designs and manufactures smart, AI-powered cultivation systems allowing individuals and businesses to grow fresh, highly nutritious food – starting with spirulina – directly at the point of consumption. Combining patented hardware, controlled-environment agriculture, and a connected app with an AI assistant, Spiraw aims to decentralize food production and create a new category at the intersection of agri-tech, consumer health, and smart home ecosystems. WaterSec (Istidama) – A climate-tech startup that uses IoT, AI, and smart sensors to help high consumption facilities (such as industries, hotels, and commercial buildings) monitor water use in real time, detect leaks, and optimize consumption. The company’s digital platform turns raw water data into alerts and actionable insights, making water management more transparent, proactive, and sustainable. Learn more about the SelectUSA Investment Summit at https://www.selectusasummit.us/. Follow live developments from the summit on X at https://x.com/SelectUSA.
Brewing Better Health Episode 5: Why Data and Trust Matter in Public Health
Matt Strickland, Ph.D., and Dean Muge Akpinar-Elci, M.D., MPH, discuss how data, risk and communication shape public health decisions.
Physicians in Congress propose fix for troubled Merit-based Incentive Payment System
Representatives recently introduced the Medicare Physician Data-Driven Performance Payment System Act, drawing praise from the House of Medicine.
Vance gets a chance to woo Iowa GOP voters ahead of 2028 in a campaign stop with congressman
Vice President JD Vance will visit Iowa.
Abortion pill rulings bring the issue back to the forefront in a midterm election year
Recent court rulings on abortion pill access have reignited a contentious political issue in a midterm year.
At ORNL, Science Never Sleeps
At Oak Ridge National Laboratory, scientists are building the next generation of research: self-driving labs powered by AI, robotics and high-performance computing. Autonomous systems run continuous “design, build, test, learn” cycles to analyze data in real time and guide experiments.
Adam Bonica named a 2026 Andrew Carnegie Fellow
The Stanford political scientist is one of 24 outstanding scholars and writers to receive the honor. This year’s fellows will focus on political polarization in the U.S. and solutions to mitigate it.
BIG AMBITIONS: LHU undergrad’s research bridges the gap between student science, large-scale conservation in Susquehanna watershed
In a lab where streams run indoors and ecosystems are built by hand, Emily Gonzalez is doing more than collecting data. She’s helping answer questions that could shape the future of Pennsylvania’s waterways — and directly support large-scale restoration efforts already underway in the West Branch of the Susquehanna River. Gonzalez, a biomedical sciences major […]
A different kind of leader: Scaling impact in geospatial science
David Page, head of the Geographic Data Science Section at Oak Ridge National Laboratory, leads with a focus on judgment, collaboration and empowering teams.
Politicians are not ignoring you, statistical analysis suggests
If you're registered to vote in the United States and you're not among the richest of the rich, political scientist Peter K. Enns has a message for you: Your voice still matters. So does data analysis ...
U.S. government warns of severe CopyFail bug affecting major versions of Linux
U.S. cybersecurity agency CISA says the CopyFail bug is being actively used in hacking campaigns, and poses a major risk to servers and datacenters that rely on Linux.
IBM unveils its blueprint to help enterprises run AI at the core of their business
The ‘AI Operating Model’ is built on the integration of data, agents, automation and hybrid; IBM says it represents a shift that changes how a business operates.
San Antonio vendors affected by Painted Tree Boutiques closure face limited protections, expert says
Hundreds of small business owners are still trying to recover their inventory and their income after the sudden closure of Painted Tree Boutiques in April.
Launching a Customized Career Through Intentionality
Bo Dwyer's time at the College of Charleston allowed him to use AI and data science to launch his dream career in boating.
Hacked, robbed, then banned: Canton business owner’s meta AI nightmare
A Canton small-business owner says he was hacked twice, had $950 stolen from his account and was then permanently banned from Facebook — accused of one of the most horrific crimes imaginable. Meta, he says, has done nothing to fix it.
Meet The 19-Year-Old Grad Combining A Data Science Degree With Navy Service
At 19, Avery Cloutier has a master’s degree, consulting experience, and a new path as a Navy intelligence officer.
Pearl of the week: What insurer data confirms about mental health access
A new index shows where costs and payment disparities are holding patients back
NASA Science Supports Golden Eagles on the Move
NASA-funded research is helping turn golden eagle journeys across mountains, grasslands, and borders into data for wildlife managers.
Zambia Says Privacy, Minerals Concerns Stall US Health-Aid Deal
Zambia’s talks with the US over a new $2 billion health-aid deal stalled because the proposed agreement included data sharing that would violate citizens’ privacy rights and was conditional on first agreeing to preferential access to mineral resources, the nation’s foreign minister said.
The Latest: Trump launches a new effort to reopen the Strait of Hormuz
U.S. forces have launched an effort to guide commercial ships through the Strait of Hormuz, where hundreds have been stuck since the Iran war began.
Local Snapshot: Most Small Business Owners Aren’t Prepared for Succession, New Chase Survey Finds
New Chase survey data shows a significant gap between small business owners’ retirement timelines and their readiness to transition leadership. While nearly ...
AP Decision Notes: What to expect in Indiana's state primaries
President Donald Trump is waging a retribution campaign against some fellow Republicans in the primary in Indiana.
Stanford Merges AI and Data Science Efforts Under Single Institute
The combined institute will retain the Stanford HAI name and be helmed by computer scientist James Landay. Co-founder Fei-Fei Li takes on a new university-wide role as Special Advisor on AI and joins John Hennessy as co-chair of the advisory council.
Why Stanford is restructuring for AI’s next era
As artificial intelligence transforms society, Stanford HAI’s James Landay, Fei-Fei Li, and John Hennessy explain why they’re merging HAI with the Stanford Data Science initiative, mobilizing “team science at scale,” and betting that academic openness will shape AI’s future.
Stanford merges AI and data science efforts under single institute
The combined institute will retain the Stanford HAI name and be helmed by computer scientist James Landay. Co-founder Fei-Fei Li takes on a new university-wide role as Special Advisor on AI and joins John Hennessy as co-chair of the advisory council.
Institute to focus on leadership in increasingly complex world
Bolstered by foundational support from Diane and Andreas Halvorsen, MBA ’90, and other donors, the Stanford Leadership Institute will equip leaders to navigate the forces reshaping business and society.
Higher Prices Sustained Small Business Sales Growth in April, Fiserv Data Shows
Fiserv Small Business Index remands steady at 144; year-over-year sales grew +1.1% MILWAUKEE, May 04, 2026 (GLOBE NEWSWIRE) -- Fiserv, Inc. (NASDAQ: FISV), a leading global provider of payments and financial services technology, has published the Fiserv Small Business Index for April 2026,
Iterative Health Reports Expanded Trial Performance Data at Digestive Disease Week 2026, Demonstrating Consistent Outperformance of Industry Benchmarks at Double the Scale
CAMBRIDGE, Mass., May 04, 2026--Iterative Health announced the presentation of updated scientific research at Digestive Disease Week (DDW) 2026.
AP Decision Notes: What to expect in Michigan's special election for control of the state Senate
Voters in a competitive Central Michigan district will decide control of the state Senate on Tuesday in a special election to fill the seat last held by Democrat Kristen McDonald Rivet, who's now a congresswoman.
Democrats look for a foothold in Iowa as Vance visits to boost Republicans
Democrats believe they can make Iowa a political battleground again.
Democrats look for a foothold in Iowa as Vance visits to boost Republicans
Democrats believe they can make Iowa a political battleground again.
State Health Sites Send Race, Location, Immigration Data to Meta, TikTok
Some US state healthcare sites sent personal information — location, race, immigration data — to TikTok, Meta and other big tech companies. Experts say existing privacy laws aren’t enough
Why manufacturing? Gathering data, building community and propelling success
What’s shaping the future of manufacturing? Insights on workforce, automation and supply chains every business leader should know.
Data center OK'd, restaurants closing highlight April business news
Sangamon County saw a $500 million data center approved and a fraud investigation continue in April, alongside business openings and closings.
Redistricting war accelerates winner-take-all political combat that's straining American democracy
The U.S. Supreme Court has escalated a nationwide redistricting war by removing one of the few remaining limits on partisan gerrymandering.
Redistricting war accelerates winner-take-all political combat that's straining American democracy
The U.S. Supreme Court has escalated a nationwide redistricting war by removing one of the few remaining limits on partisan gerrymandering.
Alabama and Tennessee move to draw new congressional districts in wake of Supreme Court ruling
Republican governors in Alabama and Tennessee have called lawmakers into special sessions seeking new congressional districts.
Met Gala guests from Beyoncé to Nicole Kidman set to flaunt fashion as art
Fashion biggest night is making a statement this year with its dress code, “Fashion is art."
Record-Setting Retreat of Hektoria Glacier
Scientists relied on satellite data to understand how the Antarctic glacier lost so much ice so rapidly.
Control Science — a one-sided case against managers
From the inspection towers of 19th-century factories to the data architecture of Amazon warehouses, Henry Snow casts those who surveil workers as capitalism’s villains
Denis Leary’s ‘crazy idea’ puts civilians through FDNY training to raise funds for fire departments
Actor-comedian Denis Leary has found a unique way to raise funds for his Leary Firefighters Foundation.
Detroit restaurants and businesses see boom amid Pistons playoff run
A huge win for the Pistons means a huge win for Detroit businesses, too. After the Pistons shut down the Magic on Sunday, restaurants were ready for the rush of it all.
NASA shuts down 49-year-old Voyager 1 instrument to keep it alive
Voyager 1 just powered down a nearly 50-year-old instrument to stay alive in deep space. The spacecraft is running critically low on energy, forcing NASA to make careful sacrifices to keep its mission going. Despite the shutdown, it continues to send back unique data from beyond our solar system. Engineers are now working on a bold plan that could extend its life — and possibly revive the instrument later.
Missed Sexual Health Assessment May Limit Clinical Insight
New data show strong links between chronic disease, sexual dysfunction, and loneliness, highlighting missed opportunities for holistic patient evaluation.
Hackaday Links: May 3, 2026
Software that collects public data from the Internet and uses it to provide half-assed answers to your questions might seem like a modern craze, but today we bid farewell to a website that helped p…
Instructure confirms data breach, ShinyHunters claims attack
Educational tech giant Instructure has confirmed that data was stolen in a cyberattack, with the ShinyHunters extortion gang claiming responsibility.
Entrepreneurs Say It's Easier To Do Business In Wyoming
The business community is bullish on Wyoming as the state is seeing more start-ups and venture capital deals — even without data centers. “Things are…
Free, discounted movies return to San Antonio theaters this summer
Santikos Entertainment announced its Free Summer Movies series returns this summer.
Three dead in suspected hantavirus outbreak on Atlantic cruise ship
The outbreak was reported aboard the MV Hondius cruise ship as it travelled from Argentina to Cape Verde.
Valve: 67.74% of Steam users run Windows 11
Valve has released the latest Steam Hardware & Software Survey data, showing Windows 11's continuous climb among the gaming audience.
Inside Valley Politics: Developer with Google data center team speaks to Inside Valley Politics
HARLINGEN, Texas (ValleyCentral) — Liz Schwab, a Development Manager with Google’s data center team spoke to Inside Valley Politics about the growing concern around data centers coming to loc…
Science 4 Everyone: Why do data centers need water?
Why do data centers generate so much heat? Storm Team4 meteorologist Ryan Miller explains its water use and what it has to do with droughts.
Landlords want to be paid for pandemic losses and hope to reach a deal with the Trump administration
A group of landlords are hoping to settle with the federal government over what they say are billions of dollars in losses due to the federal eviction moratorium in place for nearly a year during the pandemic.
‘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
Families, experiments collide at UT San Antonio’s free Viva Science SA event
The University of Texas at San Antonio transformed its campus into a hands-on science playground Saturday as Viva Science SA brought experiments and families together.
Black Americans face a new fight for racial representation after justices' Voting Rights Act ruling
A generation of Black Americans across the South fought in courtrooms and in the streets during the Civil Rights Movement to dismantle barriers to voting.
Black Americans face a new fight for racial representation after justices' Voting Rights Act ruling
A generation of Black Americans across the South fought in courtrooms and in the streets during the Civil Rights Movement to dismantle barriers to voting.
Black Americans face a new fight for racial representation after justices' Voting Rights Act ruling
A generation of Black Americans across the South fought in courtrooms and in the streets during the Civil Rights Movement to dismantle barriers to voting.
New AI Trained Only on Pre-1930 Data Speaks Like the Most Old-Timey Guy Imaginable
Researchers have created an AI model trained exclusively on books, newspapers, and other text sources from before 1931.
Taco’Ritas Festival returns to Roanoke
Music, food and entertainment for everyone at the Berglund Center
The long shadow of the COVID-19 pandemic creeps into the race for Ohio governor
Democrat Amy Acton is running unopposed in her party’s primary for Ohio governor, but she'll face some steep challenges in the November general election.
The long shadow of the COVID-19 pandemic creeps into the race for Ohio governor
Democrat Amy Acton is running unopposed in her party’s primary for Ohio governor, but she'll face some steep challenges in the November general election.
Where to Wear Your Fitness Tracker for the Most Accurate Health Data
Where (and how) you wear your health tracker can impact your data accuracy. Here's what researchers say matters most.
Science news this week: Risky, lifesaving surgery performed on a baby in the womb, AI agent deletes a company database in 9 seconds, and the universe may end much sooner than expected
May 2, 2026: Our weekly roundup of the latest science in the news, as well as a few fascinating articles to keep you entertained over the weekend.
CU-Lock Haven undergraduate’s research bridges gap between student science and large-scale conservation
LOCK HAVEN — In a lab where streams run indoors and ecosystems are built by hand, Emily Gonzalez, of Wilkes-Barre, is doing more than collecting data. She’s helping answer questions that could shape the future of Pennsylvania’s waterways — and directly support large-scale restoration efforts already underway in the West Branch of the Susquehanna River. […]
Ghana becomes the latest African country to reject a US health deal, citing data sharing concerns
Ghana has rejected a proposed health deal with the U.S. over provisions that would have allowed U.S. entities access to the nation’s sensitive health data without necessary safeguards, an official told The Associated Press on Friday. It was the latest African country to walk away from the deal ov...
Ghana becomes the latest African country to reject a US health deal, citing data sharing concerns
Ghana has rejected a proposed health deal with the U.S. due to concerns over data privacy
Ghana becomes the latest African country to reject a US health deal, citing data sharing concerns
Ghana has rejected a proposed health deal with the U.S. due to concerns over data privacy.
Ghana rejects US health deal over data access concerns
Ghana has rejected a proposed health deal with the U.S. due to concerns over data privacy. The agreement would have allowed U.S. entities access to Ghana's sensitive health data without necessary safeguards.
Ghana becomes the latest African country to reject a US health deal, citing data sharing concerns
Get Wild: Collecting data to inform watershed health
Everyone knows that the Summit County community loves to get involved. Trail maintenance days, event support, weed pulling, trash cleanups — you name it and there is a lineup of Summit County residents ready to show up...
Business Lookahead: Eyeing oil, US jobs, and European earnings
STORY: From high oil prices and the conflict in the Middle East to U.S. jobs data and corporate earnings, here’s what you need to watch in business and finance in the week ahead.:: Crude and currencyOil prices briefly topped $120 a barrel this week to hit their highest level since 2022 as the war with Iran enters a third month.While the U.S. and Iran face pressure to end a conflict that has shut the Strait of Hormuz, the world watches anxiously as the biggest-ever disruption to energy supplies unfolds.For each week the Strait is closed, keeping oil elevated, the greater the economic risks via higher inflation or weak growth or, for some, both. Oil importer Japan just intervened to prop up a yen that has been weakened by the conflict.A new month is now underway and some traders will be mindful of that old adage, "Sell in May and go away.":: Jobs gyrationsAs the U.S. economy grapples with fallout from the Middle East war, Wall Street's radar turns to Friday's April monthly payrolls report.The U.S. economy likely created 73,000 new jobs, economists polled by Reuters forecast. In March, payrolls increased by 178,000, the most since December 2024, but that followed a sharp decline in February.The U.S. employment data comes amid signs of hawkishness at the Federal Reserve, as Donald Trump pick Kevin Warsh prepares to take over as chair with the U.S. president keen on rate cuts.:: Starmer’s statusThursday's local elections in Britain, usually a non-event for investors, could move markets in a big way, with opinion polls pointing to a heavy defeat for Prime Minister Keir Starmer's Labour Party.A heavy defeat could spark more widespread demands for his dismissal among his own lawmakers and stoke expectations of a successor more willing to run looser budgets. That would bring more bad news for British bonds.::European earningsIt's a big week for European earnings with Shell and Commerzbank among those reporting.On aggregate, profits are expected to grow 3.2% in Q1, according to LSEG I/B/E/S. Under the surface, it's a little bit more complicated. Growth is expected to be driven by just three sectors: financials, tech and energy. The latter is seen as the biggest beneficiary of the Iran war due to higher oil and gas prices.But if the war, and energy surge, persist, the overall outlook for Europe's earnings could turn.
Science news: Return of the river-herring run, Musk vs. Altman and new pancreatic cancer drugs
Under the Radar breaks down the latest science and technology headlines, including communities fighting back against data centers, overheated sharks and more
Maine health system lays off 38 IT staff after EHR upgrades
Central Maine Healthcare, which suffered a data breach incident last year and was purchased by Prime Healthcare Foundation three months ago, attributes the IT staff reductions to the expiration of legacy systems.
The $25 Billion Bill: The Hidden Environmental Cost of America’s Data Center Boom
Data centers are popping up around the United States, driven by the growing energy and storage demands of artificial intelligence. Now, new research highlights their growing costs. Data centers cost the U.S. about $25 billion in pollution and health costs last year, according to research by Carnegie ...
What is an ‘Invisible Day?’ Psychologist explains the mental health benefits
May is Mental Health Awareness Month, and this month is about encouraging people to speak up and share their mental health stories.
Using Data Science to Get Food and Volunteers Where They’re Needed Most
Researchers helped VolunteerMatch and Feeding America improve the algorithms behind their work.
Every Bird Counts – Delivering Gold Standard Science for North America’s Birds
Each spring, as migratory birds span continents, our ability to protect them depends on one simple but powerful force: people paying attention. This World Migratory Bird Day, the theme “Every Bird Counts – Your Observations Matter!” underscores how everyday observers and community scientists provide the essential data that drives bird conservation.
Nine faculty elected to National Academy of Sciences
Stanford faculty across four schools join the scholarly society, which works to promote science for the public good.
FIU and Inter Miami CF talk mental health over cafecito
As we start Mental Health Awareness month in May, FIU, Inter Miami CF and Café Bustelo discussed mental health over cafecito.
Ransomware Attack on Good Samaritan Health Center Affects 10,000 Individuals
Data breaches have recently been announced by Green Imaging, Good Samaritan Health Center, Wonderland Child & Family Services, and L.A. Care Health Data breaches have recently been announced by Good Samaritan Health Center, Wonderland Child & Family Services, and L.A. Care Health Plan.
PEST PARTY: Dozen Central Florida eateries shut down after health inspections
Last week, 12 more eateries across Central Florida were forced to close after a visit from a health inspector, according to state records.
Embedding physician support into the culture of health care
Geisinger integrates well-being into every level of care, creating a flexible, data-driven culture that supports the whole team—mind and mission.
Common-sense guardrails for new data center development benefit people, the planet
By Joe Antus Colorado’s business leaders are right about one thing: Colorado is at an inflection point. In a recent letter to Gov. Jared Polis, members of the technology and business community argued Colorado’s innovation economy must not only grow, but “serve the long-term prosperity and well-being of the people and communities of Colorado.” Signal […]
CFPB Eases Reporting Rules for Small Business Lenders
The Consumer Financial Protection Bureau (CFPB) has reduced the small business data collection and reporting requirements under the Equal Credit
San Antonio scores new indoor sports and entertainment venue
Taroko Sports is expanding its U.S. footprint and plans to develop its largest American venue in San Antonio.
San Antonio scores new indoor sports and entertainment venue
Taroko Sports is expanding its U.S. footprint and plans to develop its largest American venue in San Antonio.
Medicare portal database exposed health providers’ Social Security numbers
It is the latest technical problem related to the Trump administration’s push to create a national directory of health providers.
Graduate sees data science as tool for better public health
McKenzie Skrastins ‘26 crafted an individualized major that incorporated her interests and served as president of Binghamton University’s Student Association.
Graduate sees data science as tool for better public health
McKenzie Skrastins ‘26 crafted an individualized major that incorporated her interests and served as president of Binghamton University’s Student Association.
Health Policy Watch: African leaders declare end of aid era at Nairobi World Health Summit, but the data tell a more complicated story
African leaders opened the World Health Summit Regional Meeting with a unified declaration that two decades of dependence on foreign aid for health is over.
Health Policy Watch: Ghana rebuffs US health deal – but South Africa and Zambia struggle without aid
Ghana became the latest African country to reject the US terms for bilateral health assistance, particularly the requirement to share sensitive health data.
Computer science grad earns IBM fellowship for AI research
Modern medicine runs on data organized into tables and charts that help doctors make fast, informed decisions. Survival rates and prescription side effects are often distilled into formats that can be scanned in seconds. But that clarity doesn’t come easily. The data must be extracted and organized, often through a time-consuming process that can leave critical information buried deep in research reports.Naman Ahuja wants to change that.
Medicare, Medicaid privileges officially end at Laurel Ridge Treatment Center
As of Thursday morning, Laurel Ridge officially was cut off from Medicare and Medicaid benefits. Patients using those forms of coverage will now have to seek treatment elsewhere.
Businesses applying for tariff refunds after Supreme Court ruling
Businesses across the United States are now racing to recover billions of dollars in tariffs after the U.S. Supreme Court ruled those tariffs, which had been imposed under the International Economic Emergency Powers Act, were illegal.
Women live longer after TAVR than men
Researchers tracked real-world data from 600 TAVR patients, following each one for approximately five years. Survival rates were similar for men and women early on, but then women started experiencing better outcomes after three years.
West Coast tech firm eyes big Chicago office expansion
San Francisco-based Databricks is poised to lease about 50,000 square feet in the Franklin office building at 227 W. Monroe St., expanding from its current co-working space.