SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " scene " 5,491 found 🔀 AI-powered Shuffle
Republican Sen. Susan Collins discloses her longtime tremor
Republican Maine Sen. Susan Collins says she has long had a condition called an essential tremor. The condition causes trembling in Collins' hands, head and voice.
‘People are not passive’: Newsom and top California Democrats move behind the scenes in governor’s race
California Democratic leaders have shifted their strategy to prevent their party from being locked out of the governor’s race: Instead of thinking about consolidating the field, they have turned to behind-the-scenes operations and political spending aimed at tamping down Republicans and building up Democratic turnout.
Corker calls for business leaders to rally around new vision for Chattanooga economy
In comments to manufacturing leaders this week, former Chattanooga mayor and Republican U.S. senator Bob Corker highlighted his behind-the-scenes work to shape the city's economy and pointed to a technology-driven future he believes area executives should rally behind.
Hochul says second home tax is part of budget deal, but details still scarce
Mayor Mamdani is optimistic the final state budget will help close the city’s $5.4 billion budget gap.
Deal or no deal? Gov. Hochul says pencils down, Albany Democrats say not so fast
Rep. Jeffries sent Rep. Morelle to meet with Hochul and legislative leaders.
Bloody primary battle’ unfolding in California’s 40th district
Both Kim and Calvert have laid claim to the district as “theirs.”
Bloody primary battle’ unfolding in California’s 40th district
Both Kim and Calvert have laid claim to the district as “theirs.”
N.Y. lawmaker calls budget process a 'dictatorship'
As the battle surrounding the state budget continues to unfold, lawmakers in both houses of the New York State Legislature are sounding off on how long the budget process is dragging out.
Staten Island nursing home sues New York’s Department of Health
Medicaid reimbursement for nursing home patients in New York is based on 2007 costs.
Commission requests more info on proposal to paint Eisenhower building white
More than 2,000 comments were sent in from the public about the proposal with messages appearing to be heavily skewed in opposition
Soybean industry gets $14 million boost from USDA
The Department of Agriculture is hoping to grow global demand for American soy.
Maine candidate for governor unveils plan to lower energy costs
Bennett said he wants to trim back electric company profits, help heritage industries, increase efficiency and create a new authority to look to the future.
Texas leaders want lawmakers to close loophole for prediction markets
“For ordinary Texans, you know, it walks, it talks like gambling,” said Jonathan Covey, the director of policy for Texas Values.
Wembanyama, Spurs take out frustration on Timberwolves to even semifinal series
San Antonio handed Minnesota its largest postseason loss in franchise history.
Rep. Morelle to meet with House subcommittee on Lake Ontario water levels
The International Joint Commission says lake levels hit 247 feet last week.
Erie County Legislature committee eyeing gas tax cap amid high prices
The Finance and Management Committee will meet Thursday to discuss.
Memphis People in Business for May 7, 2026
A look at promotions, hirings, movers and newsmakers in the Memphis area business scene
Mamdani announces $31M judgment against Bronx landlords over building conditions
The judgment freezes more than $900,000 in owner assets.
Sabres beat Montreal 4-2 in 2nd round playoff opener
Buffalo hosts Game 2 on Friday night, before the series shifts to Montreal on Sunday.
Syracuse officials address concerns over CRB's loss of investigative authority
It’s the first in a series of scheduled meet and greets.
State budget deal stalls in Albany
Sources told Spectrum News 1 that Gov. Hochul and her staff were preparing Tuesday and Wednesday for a possible announcement Wednesday evening.
How Ethics Committee handling Chuck Edwards' investigation works
Edwards is one of numerous Congress members who have faced allegations of sexual misconduct.
Abortion reemerges as election issue amid challenges to mifepristone
On Friday, the Supreme Court temporarily blocked a federal appeals court ruling that would have prevented the abortion pill mifepristone from being mailed.
A remake of Star Fox 64 is coming to Switch 2 this June
New visuals, new features, and new cutscenes: 30 years later, Star Fox is back with a bang.
New executive orders will allow prison sentences in Wisconsin to be reduced
Gov. Tony Evers is reinstating the process of commuting prison sentences.
Dell votes to make Texas its legal home in reincorporation move
Dell Technologies Inc.'s entire board voted in favor of reincorporating in Texas.
DC Wrap: Trump applies new pressure on Iran; Lutnick testifies in Epstein probe
A look at the day's biggest stories in national politics
DC Wrap: Trump applies new pressure on Iran; Lutnick testifies in Epstein probe
A look at the day's biggest stories in national politics
Five Eckerd College alumni earn prestigious National Science Foundation fellowships
[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” row_position_desktop=”default” row_position_tablet=”inherit” row_position_phone=”inherit” overflow=”visible” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extraa-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” flex_gap_desktop=”10px”…
Giant slide at new Griffin Museum of Science and Industry exhibit set to be a scene stealer
The new permanent exhibit titled 'Powering the Future' features a 28-foot-high slide and opens May 8.
First phase completed of BAE Systems' expansion project in Endicott
The expansion will create up to 134 jobs onsite, officials say.
Before Opening for Zara Larsson: Enrico Rao on Music, Business, and His Big Moment
For Enrico Rao (Questrom’28), business and music go hand in hand. The marketing and business analytics student has been making waves at Questrom and in the Boston music scene, from […]
Milwaukee Congresswoman wants to fund Job Corps
President Donald Trump, in his budget for the next fiscal year, once again proposes eliminating it.
Milwaukee Congresswoman wants to fund Job Corps
President Donald Trump, in his budget for the next fiscal year, once again proposes eliminating it.
Drone restrictions bill loaded with dozens of amendments in Missouri House
The initial legislation, sponsored by state Sen. Nick Schroer, would tighten restrictions on drones
Purdy brings heart to mental health nursing education
As CAL's Mental Health Nurse Educator, Registered Nurse Monique Purdy works behind the scenes to help nurses stay prepared for the unexpected.
Trump border czar hints at ICE surge in N.Y. if lawmakers pass immigration bill
The "Local Cops, Local Crimes Act" would ban state and local law enforcement from coordinating with federal immigration enforcement for non-criminal violations.
Why some business leaders are calling Mayor Mamdani 'irresponsible'
Listen to the podcast here.
Blakeman meets Trump at White House, calls him 'supportive' of campaign
Blakeman is embracing his relationship with Trump.
Blakeman meets Trump at White House, calls him 'supportive' of campaign
Blakeman is embracing his relationship with Trump.
UMB Bank Fiesta Sports Foundation Football Kickoff presented by Fairmont Scottsdale Princess to Feature Mike Gundy and Jack Swarbrick as Keynote Speakers
Former Oklahoma State University head football coach Mike Gundy, a two-time Fiesta Bowl winner and three-time Rate Bowl coach, and past Notre Dame Athletic Director Jack Swarbrick will take center stage to share decades worth of behind-the-scenes anecdotes with the audience at the 2026 UMB Bank Fiesta Sports Foundation Football Kickoff presented by Fairmont Scottsdale Princess as keynote speakers.
Delays in DACA renewals fuels fears of immigration enforcement
The Obama-era DACA program provides work authorization to undocumented immigrants who were brought to the country as children.
Brooklyn couple reunited after ICE detainment
After more than 150 days in U.S. Immigration and Customs Enforcement detention, Allan Dabrio Marrero is back in New York City.
Hochul shoulders redistricting fight despite late state budget
Rep. Jeffries sent Rep. Morelle to meet with Hochul and legislative leaders.
Husted wins uncontested primary, set to face Brown in general
Husted was appointed to succeed Vice President JD Vance’s vacant seat in January and has received the endorsement of President Donald Trump.
House passes Farm Bill with pork producers long awaited 'fix' to Proposition 12
The massive farm bill approved by the U.S. House last week includes a provision that would essentially invalidate Proposition 12
Wisconsin’s largest sports complex moves forward — but not without opposition
The Breck Athletic Complex is set to be built at the intersection of Highway 164 and I-43 in Waukesha County.
DC Wrap: Shippers remain wary of strait; shadow docket cases on the rise
A look at the day's biggest stories in national politics
Matthew Perry's 'Friends' keepsakes and artwork go up for auction
The event will be held June 5
Onondaga County executive says he supports bill on county donation oversight
The local law would require donations of over $10,000 to Friends of the Aquarium to go through the legislature.
Maine State Sen. Jim Libby endorses Bush for governor
Even with Libby out, there are still seven men competing for the right to run for governor as a Republican in November. In addition to Bush, Bobby Charles, Ben Midgley, Garrett Mason, David Jones, Owen McCarthy and Robert Wessels will be on the ballot.
ENTERTAINMENT: Indigenous-Centered ‘Dark Winds’ Adds Depth to the Crime TV Genre
There are moments of both literal and emotional darkness, including night scenes and times of human turmoil and tragedy. But the series is usually sun-baked and starkly beautiful…
Hearing next week on trans ballot signatures
An attorney for Protect Girls Sports in Maine said in legal documents that the group “expended considerable time and resources to ensure that sufficient numbers of valid signatures were gathered.”
Buffalo Fiscal Stability Authority to meet Tuesday to talk city budget proposal
A draft ahead of this meeting shows general support for Mayor Sean Ryan's plan with a few uncertainties that it would like addressed.
Cincinnati Parks's free summer concerts at the Riverfront
This summer, the riverfront will host more than 40 live music events, which are free to the public.
Ohio University, Kettering Health launch partnership scholarship program
Twenty-three medical students will receive the scholarship for fall and spring terms.
Blakeman to meet with Trump to discuss his campaign for governor
He declined to go into detail about whether he planned to ask Trump for help to fundraise for his underdog campaign.
Conscious spending can unlock greener science
This Greening Chemistry column explores how to find savings in the lab and the false economy of buying supplies on sale
Legislature to vote on releasing $55M in held OHA funding
Legislature to vote on releasing $55M in held OHA funding
Met Gala guests arrive on carpet in dramatic works of art
On display this Spring, the “Costume Art” exhibit will “examine the centrality of the dressed body.”
Schumer blasts 'reckless war' in Iran as gas prices continue to rise
The average cost of a regular gallon of gas in New York state is currently $4.46, according to AAA.
Blake Lively, Justin Baldoni settle lawsuit, avoid trial
The blockbuster lawsuit between "It Ends With Us" stars Justin Baldoni and Blake Lively over behind-the-scenes drama was settled ahead of trial.
Blake Lively, Justin Baldoni reach settlement in their 'It Ends With Us' dispute
The settlement will allow both sides to avoid a trial
Jeffries tasks Rep. Joe Morelle with leading N.Y. redistricting process changes
Morelle is a veteran of Albany politics.
New York lawmakers pass 9th state budget extender that runs through May 6
The state budget was due on April 1.
Giuliani breathing on his own while hospitalized with pneumonia: spokesperson
He remains in critical but stable condition, his spokesperson said.
Cleveland celebrates Small Business Month with grant awards
Cleveland is awarding steelyard tax increment financing grants to multiple small businesses, while also reopening the Storefront Renovation Program in recognition of Small Business Month.
Baldacci picks up support from national Democratic group
Baldacci, 61, is one of four Democrats running in the primary to determine who will face former two-term Republican Gov. Paul LePage in November.
Britney Spears pleads guilty to lesser 'wet reckless' charge in DUI case
Spears pleaded guilty through her lawyer Monday
Syracuse Common Council to discuss biometric identity technology restrictions
It comes days after Erie County passed a local law to prohibit biometric identification in commercial settings.
Britney Spears set to be arraigned on a DUI charge
A representative previously called her actions inexcusable
Former Nintendo of America boss cut off Amazon's supply of Wii and DS consoles due to "obscene" demands: "I wasn't going to do something illegal"
Former Nintendo of America president, Reggie Fils-Aimé, claims stock pressure and "obscene" demands contributed to the …
Wembanyama, Gobert set to match wits as Spurs, Timberwolves meet
Minnesota is trying to reach the Western Conference finals for the third consecutive season, while San Antonio is bidding for its first trip there since 2017.
New York State United Teachers reelects Melinda Person as president
Person has been president of the union since 2023 when she was elected to replace Andy Pallotta.
'Bonkers' scenes with 2,500 fans at football final
Fans invade the pitch and let off flares after a penalty shoot-out win at Droylsden's Butchers Arms.
Austin arts leaders call on businesses, community to support the creative scene
City funding can be "fickle," they said, so Austinites need to find alternative sources of support if they want making art to be a full-time career.
How Entertainment and Gambling Have Changed in Rockaway Beach and NYC in Recent Years
Rockaway has always known how to keep people busy. The boardwalk drew crowds long before most of the city looked the way it does now, and a day out here meant noise, movement, and something happening just down the stretch. That same pull now runs through New York’s gaming scene, from casino floors in Queens
How Perimenopause Became America's New Health Scare
If you’re a woman who speaks English, it sometimes feels like you can’t spend time on the internet without being bombarded with all the ways in which your body or your mind could be just a little broken. A few years ago, Instagram was full of women talking about attention deficit disorder, and lo and behold: From 2020 to 2022, the percentage of women (between the ages of 23 and 49) newly diagnosed with it nearly doubled. Not long ago, premenstrual syndrome was all the rage, with the algorithm pushing videos that explained why it’s okay to fly off the handle once a month. These days, the word perimenopause is everywhere. Perhaps you’ve seen the headlines. “Perimenopause is having a millennial moment. Here are 7 ways to cope,” says The Washington Post. Or perhaps you’ve seen Apple TV’s glossy drama Your Friends & Neighbors, which is back for its second season; the female protagonist Mel is explicitly perimenopausal, and in the first season, she keyed a car for no apparent reason. She’s played by Amanda Peet, who talks about being perimenopausal in real life (“God knows I’ve wanted to key a lot of cars in the last three years,” she’s said.) In fact, it sometimes feels like every celebrity interview with a forty- or fiftysomething woman requires her to open up about what’s going on with her hormones. Drew Barrymore joked on CBS Mornings that when she found out how long perimenopause can last, she thought she’d “never make it 10 years like this.” Katherine Heigl told Business Insider that “whoever designed it so that women would be going through perimenopause while raising teenagers should be sent a strongly worded letter.” At the same time, influencers who talk about perimenopause seem to have cropped up out of nowhere with something to sell you, causing people online to wonder where this all came from. It’s trickled down from Instagram to tchotchke shops, which sell fridge magnets that say “Perimenopause Is Hot.” You can buy a T-shirt that proclaims “Perimenopause Made Me Do It!” My mom, who is 48, started uncontrollably shaking her leg at night a few years ago. “It’s perimenopause,” she told me when I complained about how annoying it was. But what exactly is perimenopause—and why are we all talking about it all of a sudden?
Rudy Giuliani hospitalized in critical condition, his spokesman says
Spokesman Ted Goodman didn't say what sent Giuliani to the hospital.
State leaders urge pause before county vote on WakeMed-Atrium deal
The Wake County Board of Commissioners was set to vote Monday on Atrium Health’s plan to combine with WakeMed.
Mental Health
This week, we'll highlight mental health matters exploring unique resources for Texans with the help of policy advisors, music therapy experts and mental health professionals.
PHOTOS: Scenes from Lawrenceville's DTL CON-Quest
This weekend downtown Lawrenceville hosted the newly rebranded DTL CON-Quest — a free two-day celebration of comics, cosplay and creativity.
Scenes from the USF St. Petersburg fire show billowing smoke, roof ablaze
St. Petersburg Fire District Chief Michael Lewis said more than 60 units with about 200 firefighters were summoned to the scene.
Reggie Fils-Aimé says Amazon once asked Nintendo to break the law
Amazon wanted ‘obscene’ financial support to undercut Walmart.
'Devil Wears Prada 2' director explains returning star's surprise death scene
'The Devil Wears Prada 2' director David Frankel explains why one returning actor 'had to die' in a shocking death scene twist — and later showed up to watch his peers film his character's funeral.
Hollywood fire crews extinguish business structure fire
The fire has since been extinguished, according to fire authorities, and crews remained on scene conducting overhaul and ensuring the area is safe.
The Connecticut high school sports roundup for Saturday, May 2
A look around the Connecticut high school sports scene for results Saturday, May 2, 2026.
‘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
2-alarm fire reported on USF St. Petersburg campus
The scene is active and a cause is under investigation.
Queens man says family business, home robbed on wedding day
“They stole my mom’s jewelry, approximately $500,000-$600,000,” Basel Bakr said.
Netflix’s 'Beef' highlights a $5,000 deductible — how to handle your own healthcare costs
A scene in the new season of Netflix's show "Beef," about a high health insurance deductible, illustrates a pain many Americans experience.
See behind the scenes with a Lane County Health inspector
Lane County health inspections are conducted unannounced, every six months, by Lane Environmental Health.
Former Nintendo exec reveals why it stopped selling Wii and DS systems to Amazon
Reggie Fils-Aime, former president of Nintendo of America, has shared behind-the-scenes information as to why the company stopped selling Wii and DS systems to Amazon back in the day. Over the years, the two companies have had a bit of tumultuous relationship. It’s caused the two sides to stop working together on multiple occasions. One of the first instances of...
Sabres beat Bruins 4-1 in Game 6 to reach 2nd round for 1st time since 2007
The Sabres’ speed dominated in the early going.
Lisa Kudrow still earns $20M a year in residuals from 'Friends' more than 30 years after show premiered
Lisa Kudrow revealed she and the Friends cast earn $20 million a year in residuals and shared behind-the-scenes stories from the iconic NBC sitcom.
Civil rights pioneers of the sky: Pan Am's first Black flight attendants reunite
The Civil Rights Act of 1964 forced airlines to end discriminatory hiring practices.
Hochul says budget deal could come next week
Notably, Hochul didn't rule out an upstate opt-in pied-à-terre tax or foundation aid formula changes.
N.Y. Archdiocese offers $800M to settle sex abuse claims
The Catholic Archdiocese of New York has reached a proposed $800 million settlement to end litigation over clergy sex abuse.
Bruce Blakeman's attorneys make case for campaign matching funds in court
Blakeman sued the state Public Campaign Finance Board last month for denying his campaign millions of dollars of public matching funds over a technicality concerning the filing of paperwork.
How 2 court rulings affect the Texas hemp industry
The hemp industry in Texas saw two different rulings on Friday over the future of THC and hemp in the Lone Star State.