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NASA Volunteers Double Known Population of Brown Dwarfs
A new paper from NASA’s Backyard Worlds: Planet 9 project announces that volunteers have essentially doubled the number of known brown dwarfs, with over 3,000 new discoveries made over the past 10 years since the project began. Brown dwarfs are balls of gas the size of Jupiter, less massive than stars. There’s one for every three or four stars near the Sun.
High school softball top 20 rankings for the Southland
Norco is No. 1 going into the final week of the regular season in softball. Here's how the rest of the top 20 shapes up.
Coming to Xbox Game Pass: Forza Horizon 6, Mixtape, Subnautica 2, and More
Coming to Xbox Game Pass: Forza Horizon 6, Mixtape, Subnautica 2, and more!
The scientist designing a tailored attack on glioblastoma
At UCLA, Dr. David Nathanson develops drugs that target the unique biology of glioblastoma, offering new hope for patients with this aggressive cancer.
World-renowned ukulele virtuoso Jake Shimabukuro plays the Englert
Jake Shimabukuro’s album “Calm Seas” blends his ukulele mastery with ambient recordings from Hawaii’s natural landscapes, creating a tranquil musical experience inspired by the ocean and forest sounds.
Porter’s vision: cheaper rent, free child care
The Democrat wants to make California more liveable.
UnitedHealthcare removes prior approval requirements for 30% of healthcare services
UnitedHealth will eliminate prior approval requirements for 30% of healthcare services, its insurance unit said on Tuesday, further reducing delays and paperwork for patients and doctors.
BBVA Channels €36 Billion into Sustainable Business in the First Quarter of 2026 (up 33 Percent YoY)
This activity allows the bank’s clients to gain access to financing and solutions for the energy transition, efficient resource use and social challenges.
Mistrust, stigma shape health in Milwaukee's Black community
Health systems have a responsibility to look inward and rebuild trust.
Rodent droppings, expired food & black growth. Worst SC Midlands April restaurant inspections
There are plenty of great restaurants in the Midlands, but many don’t meet the state’s health and safety standards.
With Sanford out, who are top contenders to succeed Mace in SC’s 1st district
The winner of the November election will succeed U.S. Rep. Nancy Mace, who is running for governor of South Carolina.
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.
There's a Gender Problem in Sport Science. Kristen Faulkner Is Working on a Fix.
USA's Olympic champion hints at wider rollout of an AI platform she built to fill gaps in a landscape of training theory that's focused on men.
Ahuachapán and Its Restive Neighbors
From a geothermal hotspot to the one-time “Lighthouse of the Pacific,” the heat is on beneath the volcanic landscape of western El Salvador.
LG Display has a 27-inch 5K OLED screen.
If you thought 4K at 166ppi was endgame, I have news: 27-inch OLED screens are going 5K, too. LG Display’s new panel at SID 2026 only does 120Hz right now, with full-screen brightness of 250 nits, but way more pixels and “a newly designed RGB stripe structure that enhances the aperture ratio.” No photos yet. Samsung Display has a 27-inch 5K OLED, too.
Horowitz Co-Authors Paper on Networked Resonant Systems in <em> Science Advances</em>
Associate Professor of Physics Viva Horowitz, with collaborators in the Alemán Group at the University of Oregon, published a paper on designing and building networked resonant systems.
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 […]
'Running through the tape': Ron DeSantis addresses future plans, says he has plenty of time to run for President
The future holds possibilities, but DeSantis is playing his cards close to his chest.
Classroom flags, CEO ousted and other top Tri-City politics stories
There’s never a shortage of local political news in the Tri-Cities.
NYU Langone Health plans to build new $1B teaching hospital, research center in Melville
The hospital would provide medical services to the Route 110 corridor, Suffolk County Executive Ed Romaine said.
New bill aims to reduce sports streaming costs for Wisconsin fans
MADISON, Wis. — A new push in Washington, D.C. aims to make it easier and cheaper for fans to watch their favorite Wisconsin teams.
Inside Palm Beach County’s newly signed Trump trademark deal for airport renaming
The deal could leave openings for Trump’s businesses and family members to benefit from the taxpayer-funded airport name change.
Dolly Parton cancels Las Vegas residency due to health issues: 'Everything I have is treatable'
Dolly Parton has canceled her previously postponed Las Vegas residency due to health challenges.
Big business spent a staggering amount to shape N.J.’s laws and budget last year, new report shows
Advocacy groups says all that cash means the system is built for special interests, not residents, as they work behind closed doors.
With ex-patients dying, Idaho was ‘flipping couch cushions’ to restore this program
Lawmakers cobbled together the money to restore a critical mental health program. But not all patients can be found, and its future is murky.
iOS 26.5 adds beautiful wallpapers for your iPhone, here’s what’s new
iOS 26.5‘s new Pride wallpaper actually comes in 11 colorful variations, plus a custom option for creating your own. Here are the details.
Packers welcome UW Health Gate to Lambeau Field
Gate partnership is part of collaboration between Packers, UW Health featuring joint community initiatives and fan focused events
Sporting KC Weekly Schedule: May 4-10, 2026
Sporting Kansas City II News: The official source for all SKC II news, photos, videos, highlights, and more.
Jets Celebrate as Girls Flag Football Becomes a Sanctioned Sport in New Jersey
Chairman Woody Johnson: ‘To See New Jersey Embrace Girls Flag Football Is Truly Rewarding’
How Sen. Richard Neuberger transformed Oregon politics
Historian Stephen Forrester examines how Richard Neuberger reshaped Oregon politics and advanced conservation in the U.S. Senate.
iOS 26.5 Coming Soon With These New Features
iOS 26.5 is expected to be released this May, following more than a month of beta testing. The update is relatively minor so far, which is not too surprising given that Apple is starting to shift its focus towards iOS 27. iOS 26.5 lays the groundwork for end-to-end encryption for RCS in the Messages app and ads in the Apple Maps app, and it will include a new Pride wallpaper and a few other changes. Below, we outline all of the notable additions in iOS 26.5.
Uganda’s Bobi Wine on the books (and songs) that shape his politics
He wanted to be a writer, but believes he’ll get his message across more easily through music.
Galaxy S27 Ultra could bring major camera changes
The Galaxy S27 Ultra, which Samsung will launch in early 2027, is rumored to bring major camera upgrades, including variable aperture.
Why Competitive Politics Can Pull Development Finance Away from Need
By Keyi Tang As development finance tightens, the most important question may not be who is lending, but how domestic politics shapes where the money goes. When a foreign-financed road is opened, the picture is clear that this project will connect farmers to markets, lower transport costs and bring neglected communities closer to opportunity. But […]
EDITORIAL: Normalization of misconduct in U.S. politics
President Donald J. Trump's 2016 presidential campaign propelled conversations regarding sexual assault into the national spotlight. A handful of women slowly began coming forward with allegations of unwanted advances and perverse comments over the course of the election cycle, and concerns were further solidified after a secret recording from a 2005 Hollywood Access tape was leaked. Trump had been caught on a hot mic stating he was able to touch women as he pleased, and due to his social status as a "star," they would let him do it. The New York Times published a series of interviews from individuals who had both witnessed and experienced his inappropriate behavior soon after.
Apple Announces 2026 Pride Band, Watch Face, and iPhone Wallpaper
Apple today introduced its 2026 Pride Collection, including a new Apple Watch band, watch face, and a matching wallpaper for the iPhone and iPad. The new Pride Edition Sport Loop is available to order now on Apple.com and in the Apple Store app in 40mm, 42mm, and 46mm sizes, and it will be available at Apple Store locations starting later this week. In the U.S., the band costs $49.
Cruise ship at center of deadly hantavirus outbreak refused permission to dock
The cruise operator said in a statement that the ship may sail from Cape Verde to Las Palmas or Tenerife in the Canary Islands and dock there.
Marathon Has 'Years' of Story Planned Out, Says Bungie, and Players Will 'Help Shape It'
In it for the long run
How small businesses escape the late-payment trap and build cash reserves that last
QuickBooks reports that 42% of U.S.
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.
West Bengal: Modi's BJP conquers one of India's toughest political frontiers
West Bengal’s verdict could reshape not just the state’s politics, but the future trajectory of Modi’s BJP.
Debate to explore whether the U.S. scientific enterprise is too risk-averse
Panelists will consider how longstanding funding structures and institutional incentives shape the kind of research that gets pursued—and the possibilities left behind
In depth: A flood of rural healthcare money could reshape Idaho, and seep into higher ed
This story was originally posted on IdahoEdNews.org on April 30, 2026. POCATELLO — A $930 million flood of federal grants could address Idaho’s rural healthcare needs — shortages that stretch across its landscape and reach into nearly all professions. The money could also bolster programs that serve small towns and align with Idaho State University’s […]
Business Starts for May 4, 2026
In February, 993 new businesses filed incorporation paperwork in order to do business in the state.
The Idea That Reshaped Identity Politics Has a Complicated Backstory
Kimberlé Crenshaw gave us the terms “intersectionality” and “critical race theory.” Her new memoir shows that she isn’t done fighting over what they mean.
How Latter-day Saints church members’ politics have shifted
A Boise State professor said President Donald Trump’s rhetoric has helped drive the change.
Gaming Brands Shape Entertainment at Licensing Expo
Discover how gaming brands use licensing to expand reach and redefine entertainment at Licensing Expo 2026.
Opinion | Stop paying doctors to do everyone else's jobs
Letting nurses, pharmacists, and AI handle routine care could make the system cheaper and more efficient.
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.
Barney Frank, in hospice, says he remains hopeful but warns Democrats on ‘litmus test’ politics
Speaking from his home in Ogunquit, Maine, the 86-year-old former congressman told CNN that his own experience gives him reason to believe the political landscape can improve.
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
I started an art side hustle as an escape from the corporate grind
The things Gwen Lee had to draw as an animator made her crave a more wholesome creative outlet. Her art side hustle, Curious Pots, was born.
Apple introduces a new Pride Collection
The new Apple Watch Pride Edition Sport Loop, watch face, and iPhone and iPad wallpaper celebrate LGBTQ+ communities during Pride Month and beyond.
Evolution isn’t random. Scientists find the same genes used for 120 million years
Evolution seems to follow a script more often than expected. Researchers found that distantly related butterflies and moths have reused the same pair of genes for over 120 million years to produce strikingly similar warning colors. Rather than altering the genes themselves, evolution modifies how they’re switched on and off. This discovery hints that life may evolve in more predictable ways than previously believed.
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.
Plan to Increase Role of Spanish in AI and Science
The University of Panama and the Panamanian Academy of Language have been invited to sign the Granada Declaration on the Development, Communication, and Dissemination of Science in Spanish. As part of its Spanish Strategy (2025–2031), the University of Granada (UGR) is collaborating with Hispano-American institutions to create standardized scientific corpora, consolidate language policies to boost the global reach of Spanish, and develop technological resources to foster the use of Spanish in academia and specialized digital environments. While in Panama, UGR’s president Pedro Mercado discussed the role of Spanish as an academic and scientific language in the new ecosystem shaped by
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.
Meet The Fossa — The Apex Predator That Baffled Scientists For Decades
The fossa is Madagascar’s ultimate misdirection. Here’s why this predator that looks familiar, acts unexpected and took decades for science to understand.
Wake County may delay vote on WakeMed merger with Atrium Health. What we know
County commissioners are scheduled to vote on the plan Monday evening.
Who shut down Caitlin Clark's Rookie of the Year celebration? Christine Brennan book tells all
Christine Brennan's Caitlin Clark book, 'On Her Game: Caitlin Clark and the Revolution in Women's Sports," re-releases on paperback on May 5, 2026.
Zayn axes U.S. dates, including Detroit show, as several tours reshape
The former One Direction singer was due at Little Caesars Arena in November; refunds are on their way to ticket holders.
We Compared Similar Tool Boxes From Home Depot & Lowe's, And One Is Way Cheaper Online
Both of these home improvement stores had similar offerings in the tool box department, but one pulled ahead of its competitor when it came to price.
Scientists just discovered what coffee is really doing to your gut and brain
Coffee doesn’t just energize—it actively reshapes the gut and mind. Researchers found that both caffeinated and decaf coffee altered gut bacteria in ways linked to better mood and lower stress. Decaf even improved learning and memory, while caffeine boosted focus and reduced anxiety. Together, they show coffee works through multiple pathways beyond just caffeine.
Scientists just discovered what coffee is really doing to your gut and brain
Coffee doesn’t just energize—it actively reshapes the gut and mind. Researchers found that both caffeinated and decaf coffee altered gut bacteria in ways linked to better mood and lower stress. Decaf even improved learning and memory, while caffeine boosted focus and reduced anxiety. Together, they show coffee works through multiple pathways beyond just caffeine.
Malaria didn’t just kill early humans, it shaped who we became
Long before humans spread across the globe, a deadly disease may have quietly shaped where our ancestors lived—and even how we evolved. New research reveals that malaria didn’t just threaten early human survival; it actively pushed populations away from high-risk regions across Africa, fragmenting groups over tens of thousands of years. This separation influenced how different populations met, mixed, and exchanged genes, helping shape the genetic diversity we see today.
I run a business abroad. It's cheaper to scale it living outside the US.
Ryan Garrido started a business while living overseas — something he didn't think he could do while living in the US due to the high cost of living.
SeaWorld Orlando giving free tickets to veterans, while Glow or Go escape room does the same for teachers
The free admission is meant as a thank you to veterans and educators.
Have West Ham given Tottenham an escape route?
When Tomas Soucek's effort grazed the post in the final stages of West Ham United's defeat at Brentford on Saturday afternoon, their supporters could've been forgiven for exchanging exasperated looks. The 3-0 scoreline at Gtech Community Stadium may point to a comfortable victory for Keith Andrews' Europe-chasing side, but it tells only half the story. Victory would have lifted West Ham five points clear of the bottom three, but instead they have left the door ajar for Tottenham to leapfrog them with victory at Aston Villa on Sunday night.
Xbox gets over 20 new games next week
Another 21 new games are coming to Xbox and PC next week, including Mixtape, Motorslice, Froggy Hates Snow, and Will: Follow The Light.
Scientists detect an enormous halo around the iconic Sombrero Galaxy — Space photo of the week
The 570-megapixel Dark Energy Camera in Chile has captured an extended halo and a dust-filled disk around the hat-shaped Sombrero Galaxy.
He recorded his quest for tariff refunds. It shows why billions may never get repaid
After the Supreme Court struck down most of President Trump's tariffs, Richard Brown began lining up the paperwork he needed to get his refund. Experts say many businesses may never get their money back.
SASSUOLO v AC MILAN: MATCH PREVIEW
AC Milan gear up to face Sassuolo on matchday 35 of Serie A, scheduled for Sunday 3 May at 15:00 CEST at the Mapei Stadium in Reggio Emilia. Coach Allegri's squad is ready for the final push to consol...
Vi Lyles chooses big business over the public again in Charlotte
Our readers comment on Charlotte Mayor Vi Lyles, the James Comey indictment, Donald Trump, mental health awareness and climate change urgency | Letters to the Editor
Today’s Papers – Farewell Zanardi, the Superhero
La Gazzetta dello SportSuperheroFarewell to the man of impossible featsA driver living life always on the edge. The crash and his legs were amputated, then he won the gold medals at the Paralympic Gam...
Is Palantir fit for UK consumption?
Supervillain or scapegoat? Controversial software firm’s inroads into British state systems are alarming to some
Video: A.I. Shakes Up China’s Entertainment Landscape
New A.I. tools are changing China’s entertainment industry and transforming one of its most popular genres: the microdrama.
‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field
‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field ‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field A field that once seemed like a direct path to stable, lucrative work is becoming less certain under AI, students and faculty told Spectator. By Ria Vasishtha and Arjun Menon May 3, 2026 Shanying Liu / Deputy Illustrations Editor Asia Genawi, SEAS ’29, first encountered artificial intelligence during her sophomore year at her high school in Indiana. Back in 2023, policies on AI varied widely—even within the same district—and some schools had no guidance at all. As Genawi began to see the effects of AI trickle into her classroom, she turned to guidance from her home state’s Department of Education, which she said she found “outdated and inaccessible.” Genawi spent the rest of her high school career dedicated to the issue, including writing a 15-page memo exploring varying AI policies across Indiana schools, which she sent to every Indiana state senator and representative whose contact information she was able to find. She later helped draft a bill that would have required public high schools to establish and share their own AI policies with students in an accessible format. But with so many other bills already awaiting referral, hers never made it to committee. When Genawi arrived at Columbia to study computer science, she found that the gaps she had spent years trying to address in Indiana had followed her there. Many students and professors were also grappling with what AI meant for the field. Across Columbia’s undergraduate schools, computer science has become the most popular major—accounting for around 11 percent of degrees awarded in Columbia College, 32 percent in the School of Engineering and Applied Science, and 12 percent in the School of General Studies in 2024. While the number of computer science majors in SEAS grew from 166 to 173 during the 2024-25 academic year, the total number across the three schools fell around 4.5 percent from 393 to 375, driven by declines at Columbia College and General Studies. At Barnard, it has grown to become the second most popular major as of 2025, up from third the year prior. The number of degrees awarded have grown fivefold since 2016. Faculty members and students in the department told Spectator that the surge in the major’s popularity has been driven in large part by its apparent promise of a secure, well-paid career path. However, they noted that the recent rise of generative AI has compromised the sense of stability that once defined the field, even as interest in technical skills among students persists. According to data from the Federal Reserve Bank of New York in 2024, out of 74 majors tracked, computer science had the fifth highest unemployment rate among majors at 7 percent, while computer engineering had the second highest at 7.8 percent. “Anecdotally, people are moving away from CS as a major,” Daniel Bauer, a senior lecturer in the computer science department, said. “They’re still taking some of our classes, right, because they think they need that, but they’re instead majoring in other things.” Bauer described a field that had shifted from what he called a “nerdy outlier discipline” to one that “everyone needs,” a sign that technical skills have become a baseline expectation across industries with the emergence of AI. “A lot of people thought, ‘Oh, it’s a guaranteed path to a stable income. You get a six-figure job right out of your undergrad,’” Bauer said. Now, companies may see AI as a way to reduce demand for entry-level programmers, especially in what he calls “code monkey jobs,” roles where a large number of employees are “just writing out code nine-to-five.” Chris Murphy, a senior lecturer in the computer science department, described the current moment as the convergence of two forces: the downturn of the job market and generative AI coming onto the scene. “Things kind of started to really pick up in 2014, 16,” he said, recalling the years after the weaker 2010 market. Murphy added that this was also a period where “students were getting more experience outside of class than they were inside of class” through internships, jobs, and side projects. Murphy suggested that the earlier momentum helped make computer science feel like both an academic program and a reliable pathway into work. That feeling is harder to sustain now as the industry reconfigures, which is a shift that students are seeing firsthand. Rebecca Yu, SEAS ’27, said that during a recent internship in Big Tech, she saw that “every single tech company was racing to integrate” large language models. She added that her manager said her intern class was the first to complete their assigned projects, which she attributed to the increased efficiency that comes with AI. Frank Liu, SEAS ’29, said that with AI lowering the barrier to coding, companies now expect everyone to write code. “A lot of companies outright say if you’re not using coding in your job, you might get fired for not being productive enough,” Liu said. Yu similarly expressed that students increasingly have to accept AI being a part of industry workflow, adding that many also “make use of it to maximize their productivity.” Richard Li, CC ’28, described a “franticness” among his peers as the pace of change accelerates. He explained how “some new tool” is released regularly, noting that tools rise and fall in prominence within weeks. He has come to believe that he doesn’t need to “match that speed all the time” and keep up with every development. Li has learned that AI tools allow him to “take a breath” and “get back into the loop much easier than before” when he needs to. While some companies specifically target Columbia when hiring, sending representatives to campus career fairs and recruiting large numbers from Columbia, a computer science degree cannot be treated as a static credential, Yu described. “You can’t just get your degree and stop learning after that. You have to always be learning,” Yu said. “That is something you basically have to expect for your job.” AI has not only affected students’ decisions to major in computer science, but also reshaped how the subject is taught. Across departments, faculty members no longer treat work done outside the classroom as a reliable measure of understanding, shifting instead toward in-person exams, quizzes, and attendance checks. While homework once made up as much as 60 to 70 percent of a student’s grade in computer science classes, Murphy said that breakdown has since flipped, with exams and quizzes now accounting for the majority. “The assumption—especially among pessimists—is that they’re using it to do their homework,” Murphy said. “They take the homework assignment. They put it into generative AI. Out comes the solution. Submit solution. The end.” Murphy said that faculty members ranged in their responses from fully prohibiting AI use to actively teaching students how to effectively work with AI. He said he shifted his approach this year after his teaching assistants called his belief that students weren’t using the technology “naïve,” and now permits students to use AI on assignments. His surveys of students in his introductory classes have told a more complicated story than the one so-called pessimists offer: Around 60 to 70 percent of students who reported using AI said they used it to have concepts explained to them, to clarify assignment instructions, to generate test cases, or to create practice questions. “Those are all ways that you might have had a tutor in the past to do that, and now you have this AI essentially as your tutor,” he said. Bauer has taken a different approach, teaching students how to use AI productively without sacrificing the core principles of the discipline. “People who are trained to actually use AI tools productively, while being in charge of designing the overall project, will be very much in demand in the next couple of years,” he said. Over the past year, a working group of computer science faculty has been redesigning the introductory and intermediate programming sequence to integrate generative AI as both a subject and a tool, representatives from SEAS wrote in a statement to Spectator. The effort is “coordinated” across the department, “not course-by-course,” with a systematic assessment of how AI integration is affecting student outcomes underway to shape the next round of changes. The goal, the department explained, is for students to be able to “read, verify, and reason about code, whether they or a model wrote it.” Tony Dear, senior lecturer in the computer science department, is piloting individualized AI feedback in a discrete mathematics course, while a machine learning course is also testing a Socratic AI dialogue system designed to “guide inquiry rather than supply answers,” the statement reads. Beyond individual courses, SEAS funded seven cross-departmental faculty projects in generative AI this past academic year, spanning biomedical engineering, chemical engineering, industrial engineering, and computer science, according to the statement. This phenomenon extends beyond the computer science department. SEAS’ new AI minor, which it announced in November 2025, reflects the University’s attempt to adapt. The minor is specifically designed for noncomputer science majors and aims to provide “essential AI knowledge” while emphasizing practical and responsible use across disciplines, according to the SEAS website. At the center of the minor is AI in Context, a course taught by a team of faculty from the departments of computer science, applied mathematics, philosophy, music, literature, and the Writing Center, the representatives told Spectator. Bauer described it as targeted at students who want to bring AI into fields like economics or biology, rather than as a path into software engineering itself. At the graduate level, SEAS announced a new Master of Science in artificial intelligence in February, with the inaugural cohort starting in the fall. While recognizing how AI has helped them navigate coursework, students also described its rise as isolating, even among members of the Application Development Initiative, one of Columbia’s largest computer science clubs. “As people start to ask AI for questions that they would normally ask students and members, it starts to isolate people” Li said. Alexa Kafka, BC ’27, echoed Li’s sentiment, pointing out that computer science has always been a collaborative discipline with code reviews and pull requests, even as AI makes independent work easier. Despite this, Kafka noted that she hasn’t been to office hours “in at least a year.” Bauer added that faculty are exploring long-term solutions to the assessment problem. “One of the things that we’re trying to do at the department or school level is to maybe move towards computerized testing facilities,” Bauer said, referring to ideas in the department to revitalize computer labs as an alternative to pen-and-paper exams. “We have to accept that this is the reality, for better or worse.” But more exams, students say, does not mean better learning, nor does it reflect how computer science is actually done. “Code is so variable and can be approached in so many directions, there’s never just going to be one correct answer. There can be multiple optimal solutions,” Kafka said. Students also expressed concern that the shift toward exam-heavy grading pulls focus away from the applied, project-based work that better reflects both discipline and industry expectations. ADI has tried to respond more quickly than the curriculum can. Through a vibe coding workshop this past semester, club members said they wanted to help students understand not just that AI exists, but how to use it deliberately. “Vibe coding” refers to the practice of prompting AI to write code for a task or project, and has become widespread enough that ADI felt the gap in formal instruction was worth addressing, according to Sophia Huang, BC ’29. The workshop introduced students to the concept of context engineering, which Shaina Sahu, SEAS ’27, described as not just writing a prompt, but optimizing “the rest of the relevant information that you would feed into the model.” Without that, students said that AI-generated code can fail at scale or introduce difficult-to-detect bugs. Genawi said the shift toward AI has changed what it means to be good at computer science. “I think the shift has kind of gone towards what can you create and what can you do, instead of, what do you know,” she said. Indeed, during ADI DevFest, its annual hackathon, Li said more teams are trying to complete their projects than in years past. While sign-ups have historically outpaced submissions, Li said this is beginning to change because teams “have a tool that completes the vision for them.” While many students see AI as an equalizer that lowers the barrier to entry for coding and technical work, Murphy said it also creates new equity concerns inside the classroom around who can afford stronger tools and who already knows how to use them. “The equity issues I worry about are students who have access to paid versions of things versus free versions of things,” he said. Although popular AI models like ChatGPT and Claude have free versions available, both have paid models that can reach over $100 per month, which output different qualities of code. Murphy also pointed to differences in prior exposure to AI literacy itself. “Students who go to high schools or K-12 education, where they’re taught AI literacy, prompt engineering, context engineering, they understand how to do this, as opposed to students who go to schools who don’t teach that,” he said. “Then they come in, and then they’re somehow expected to know how to use these tools.” For Genawi, those disparities begin long before students arrive on campus. “It’s very interesting to consider how lucky you were geographically,” she said. “To be born where you were is influencing your ability to get access to these spaces.” Students like Yu, though broadly apprehensive about the future of computer science, are not without hope. “I’m optimistic, because I think if you’re truly passionate about CS, there will definitely be a place in the field to do something you want to do,” she said. Senior Staff Writer Ria Vasishtha can be contacted at ria.vasishtha@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Staff Writer Arjun Menon can be contacted at arjun.menon@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Want to keep up with breaking news? Subscribe to our email newsletter and like Spectator on Facebook. Produced with Spectate by Emily Ta
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