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Kyle Hamilton praises Mike Mickens' technique and coaching style
Ravens safety Kyle Hamilton praises new DB coach Mike Mickens' 'rare' technique-oriented style, recalling their Notre Dame days.
Recalling Rev. Jesse Jackson's impact on Bay Area politics
Jesse Tyler Ferguson recalls blunder to Nathan Lane after the death of Robin Williams
Jesse Tyler Ferguson is recalling a slight blunder he made to Nathan Lane after the death of Robin Williams, his costar in the beloved queer comedy 'The Birdcage': 'I'm such an idiot.'
FDA announces recall of all Impella heart pump controllers after 3 deaths
Johnson & Johnson MedTech is recalling all of its Automated Impella Controllers due to an ongoing safety issue linked to 37 serious injuries. Care teams can still use these devices as they await a replacement.
The Politics of Religion
Good afternoon. We're some 45 days away from the 2026 midterms. Most media observers - recalling with well-earned humility how they felt after the "red wave" of 2022 turned into a mild reddish ripple ...
USC countdown to kickoff: Recalling Trojans tight end Randall Telfer
Today, we look back at another USC tight end from the early 2010s
USC countdown to kickoff continues: Recalling Stevie Tu'ikolovatu
Stevie Tu’ikolovatu‘s college football career was a really long one. In today’s countdown to kickoff, we look back at his journey
Chris Christie pushes back on calls to rein in sports gambling
Chirs Christie chuckled recalling how quickly signing New Jersey’s first legalized sports gambling law in 2012 sparked a lawsuit from the NCAA and …
Melinda French Gates has ‘visceral reaction’ recalling ‘abhorrent’ Epstein in new interview
Bill Gates and Melinda French Gates are again reckoning with the Microsoft co-founder’s past ties to Jeffrey Epstein, with Gates testifying this week to Congress about their past interactions and his ex-wife newly opening up about her “visceral reaction” to the late convicted sex offender.
USC countdown to kickoff: Recalling Trojans DL Claude Pelon
Today, we look at a defensive lineman who was not necessarily a household name, but made two huge plays during his two years with the Trojans
Hyundai recalls more than 94,000 vehicles over fire risk
The National Highway Traffic Safety Administration reports Hyundai is recalling more than 94,000 Genesis G80 and Hyundai Genesis sedans over a fire risk.
Ford recalls more than 254,000 SUVs due to software issues
Ford is recalling more than 254,000 SUVs in the U.S. after a software defect was found to impact rearview cameras and key driver-assistance safety systems.
“Newcastle United, Is My Dream Club” Allan Saint-Maximin
The French winger cements his cult hero status by declaring his enduring love for the Magpies, recalling an electric Tyneside spell that fueled the club's European ascent.
Honda recalls more than 880,000 vehicles over rear suspension failure risk
Honda is recalling over 880,000 Pilot, Ridgeline, Passport and Acura MDX vehicles due to rear suspension corrosion that could increase the risk of a crash.
Citrus Burn Examined (Report 2026) Recalling Emerging Conversations on Metabolic Health and Nutrition
An increased examination of the way Citrus Burn is being framed within broader discourse on the topic of metabolic health, dietary supplements and informed wellness decisions Citrus Burn Citrus Burn Find out more about Citrus Burn and how it works exactly! St. Petersburg, Fl, Jan. 07, 2026 (GLOBE NEWSWIRE) -- The discussions concerning metabolic well-being, energy management, and the nutritional policies individuals follow in their everyday activities have been gaining popularity in the popular
‘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
Veteran actress Yoon Mi-ra recalls 'sponsor' offers in Korean entertainment
Veteran actress Yoon Mi-ra has opened up about what she says were once widespread “sponsor” offers in Korea’s entertainment industry, recalling tha...
Garlic recalled in NY for health risks or even death
NEW YORK (PIX11) — You may want to check your kitchen. Tops Friendly Markets is recalling garlic sold at stores across New York, Pennsylvania, and Vermont. 6-ounce bags of Christopher Ranch P…
Miley Cyrus reveals ghostly encounter with Dolly Parton: ‘I know she’s here with me’
Cyrus previously cried on stage during her Hollywood Bowl show while recalling Parton’s impact.
More than 1 million Jeep vehicles recalled over fire risk as owners warned not to park inside
Stellantis is recalling over 1 million Jeep Wrangler and Gladiator vehicles over an electrical defect that could spark a fire, urging owners to park outdoors.
One in three middle-aged adults struggle with basic, ‘everyday’ health tasks
Patients had trouble reading prescription instructions, recalling details about new diagnoses
Recalling the Luke Fickell rumors from USC’s 2021 coaching search
As we all know, the Trojans ultimately hired Lincoln Riley back in 2021, but Wisconsin’s Luke Fickell—then at Cincinnati—was a big name in the search
Honda recalling more than 325,000 vehicles over potential crash risk
Honda is recalling 325,588 Odyssey vehicles from model year 2018-2020 over issues with rearview image displays, increasing the risk of a crash.
Medtronic recalls surgical devices due to risk of blood contamination
Trace amounts of blood were identified within the sealed packaging of these devices. No patients were exposed to the foreign material, and no adverse events were reported, but Medtronic is recalling the devices as a precaution.
Non-alcoholic wine: a booming business searching for quality
Bertrand Degat, vineyard manager for French zero-alcohol wine producer French Bloom, winces visibly when recalling some of the criticism and snobbery he has encountered from his contemporaries.As the broader French wine sector undergoes a crisis, with some producers ripping up vines to plant olives or abricots, French Bloom and other non-alcoholic winemakers are booming.
Blackstone seasoning blend recalled over possible salmonella contamination
Blackstone Products is recalling select lots of its Parmesan Ranch seasoning after a supplier-issued milk powder recall raised concerns about possible salmonella contamination.
Oxford Saïd Turns 30, Recalling Its Start In A Working Hospital
At 30, the school runs the world's top-ranked executive MBA, according to QS, and its leaders are weighing how big to grow.
Thyroid medication recalled nationwide due to possible ‘superpotency’ issue
A pharmaceutical company is recalling 3,655 thyroid tablets sold nationwide because they could be more potent than usual and may bring about health issues for people who use them.
Joshua Bassett Gets Emotional Recalling His Near-Death Health Crisis at 'Rookie' Book Launch
Joshua Bassett got emotional and fought back tears when he read from his memoir, 'Rookie: My Public, Private, and Secret Life,' at a New York City book launch event.
Arizona health officials recall marijuana preroll over possible fungal contamination
Arizona health officials are recalling a specific marijuana product due to possible fungal contamination.
Nearly 1M Chrysler, Jeep, Dodge and Ram vehicles recalled over camera glitch
Stellantis is recalling nearly one million Chrysler, Jeep, Dodge and Ram vehicles worldwide over radio software that may disable rearview cameras.
Ford Recalls Up to 1.39 Million F-150s
Ford is recalling up to 1.39 million F-150 pick-ups over the risk of unexpected downshifting that can lead to a loss of vehicle control.
Volkswagen recalls 208,000 SUVs over bolts that could cause steering loss
Volkswagen is recalling more than 208,000 vehicles due to a faulty steering rack bolt that could break and cause a loss of steering control.
Ford recalls more than 40,000 trucks and SUVs over visibility risk
Ford is recalling more than 40,000 vehicles due to a headlight issue that could reduce the driver's visibility and increase the risk of a crash.
Jamie Lee Curtis tears up remembering Nicole Kidman's touching first words to her when they met at the Oscars
Jamie Lee Curtis got choked up at a SXSW panel this weekend recalling Nicole Kidman's touching first words to her when they met at the 2022 Oscars: 'I see who you are.'
Spalletti target immediate return for two Juventus stars
With injuries ravaging his midfield, Luciano Spalletti is set to be forced into recalling players who had been expected to spend more time building their fitness before becoming heavily involved in fi...
Thyroid medication recalled nationwide after tablets found to be 'superpotent': FDA
Vitruvias Therapeutics is recalling one lot of Thyroid Tablets, USP 30 mg, distributed nationwide after testing found the medication could be more potent than intended
Ollie Gordon's Costly Penalty: 1 Powerful Lesson From Jeff Hafley
Ollie Gordon gave Miami Dolphins fans a serious case of déjà vu - a promising start, a spark on offense, and then one moment of frustration derails everything. This time, something changed. The penalty didn't get brushed aside. The coach didn't shrug. The standard finally snapped into place, and every fan watching felt it, recalling […] The post Ollie Gordon's Costly Penalty: 1 Powerful Lesson From Jeff Hafley appeared first on Stadium Rant.
Thousands of reprocessed EP catheters recalled
Stryker Sustainability Solutions is recalling more than 8,000 reprocessed medical devices. This is a Class II recall, according to the FDA, and these devices should no longer be used to treat patients.
How to turn off the new 'always listening' feature on Apple Watches
The new Apple Watch Series 12 and Apple Watch Ultra are capable of listening, recalling and summarizing various sounds and conversations.
KFF HEALTH NEWS: Medicaid Work Rule Leaves Homeless People in the Cold
By Katheryn Houghton KFF Health News August 6, 2026 MISSOULA, Mont. — Tywon Pugh has seizures that make it hard to find and keep a job. “They called me a ‘liability to the job site,’” Pugh said, recalling the words of his manager when a seizure cost him his last job at a fast-food restaurant
Angels’ September Call-Ups Aim to Stabilize Slumping Team
The Los Angeles Angels made their final decisions for September Call-Ups on Tuesday, reinstating Samy Natera Jr. and recalling Kyren Paris. The post Angels’ September Call-Ups Aim to Stabilize Slumping Team appeared first on LA Sports Report.
Artists remember veteran concert producer Susan Lim and her decades in entertainment
Photo from Facebook/@susan.o.lim Artists and colleagues are remembering veteran concert producer Susan Lim for a career that spanned Philippine productions and overseas tours for Filipino performers. Lim died Sept. 14. Pops Fernandez, Martin Nievera and Roderick Paulate were among those who later shared public tributes, recalling both her work in entertainment and their longtime friendships with her. Lim had been active in…