SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " future " 6,608 found 🔀 AI-powered Shuffle
Will new ‘Trump IRAs’ really help the working class to retire?
Experts say Congressional action is needed
Will Thursday mark the end of the two-party system?
Fracturing of electorate ‘brings governability into question’ and ‘creates particular problems of democratic legitimacy’
Scientists connect “time crystal” to real device in quantum breakthrough
A strange kind of matter that “ticks” forever without energy input has just taken a major leap toward real-world use. Known as a time crystal, this quantum system repeats its motion endlessly—like a clock that never winds down—and scientists have now managed to connect it to an external device for the first time. By linking the time crystal to a tiny mechanical oscillator, researchers showed they can actually control its behavior, opening the door to powerful new technologies.
Lego Batman: Legacy of the Dark Knight Preview - Dark Knight, Bright Future
I've been nothing short of ravenous to get my hands on the new Lego Batman game. Now that I have, I'm eagerly looking forward to the final release.
IKEA Is Making a Massive Customer Service Mistake, and It’s a Warning for Every Modern Business
Companies that hand off critical moments to third parties to save a few bucks are sacrificing future sales and brand equity.
U.S. Embassy Supports Tunisian Business Delegation at 2026 SelectUSA Investment Summit - U.S. Embassy in Tunisia
U.S. EMBASSY SUPPORTS TUNISIAN BUSINESS DELEGATION AT 2026 SELECTUSA INVESTMENT SUMMIT The SelectUSA Investment Summit is the premier U.S. investment event, connecting thousands of investors, companies, economic development organizations, and industry experts to make deals happen. Media Note TUNIS, May 5, 2026 – U.S. Embassy Tunis is pleased to support a delegation of 11 Tunisian companies traveling to the United States to participate in the 2026 SelectUSA Investment Summit at National Harbor, Maryland, May 3-6, 2026. The Summit is an opportunity for these dynamic entrepreneurs to establish new connections and explore business and investment opportunities in the United States. This year, three Tunisian women entrepreneurs and members of the delegation representing Spiraw and Sotetel were accepted into the Select Global Women in Tech year-long mentoring program which will kick off at the summit. Since 2022, more than 50 Tunisian entrepreneurs in fields ranging from e-gaming, robotics, software engineering, coding, online fashion, and green tech have participated in SelectUSA Investment Summits, where they have taken their businesses to the next level. Hosted by the U.S. Department of Commerce, the SelectUSA Investment Summit is a one-stop shop for companies considering expanding to the United States and provides economic development organizations (EDOs) with the opportunity to meet directly with international companies to facilitate investment deals. Since inception, the SelectUSA Investment Summit has attracted tens of thousands of companies and economic development representatives, generating over $250 billion in new investment projects that support more than 125,000 jobs across the United States and its territories. The previous SelectUSA Investment Summit saw record-breaking numbers with more than 5,500 participants, including EDOs from 54 U.S. states and territories and over 2,700 business investors from 100+ countries, including Tunisia. The following Tunisian businesses will take part in this year’s SelectUSA delegation: AquaDeep – Revolutionizes aquaculture with AI-powered monitoring solutions, including a real-time larva counting system and a SaaS platform for environmental monitoring. The company is expanding operations across Tunisia, Europe, Africa, and the United States. Bouraoui Group – Specializes in event venues, hospitality experiences, innovative real estate development, and technology driven customer solutions. The business develops experience- focused and tech enabled lifestyle destinations that combine entertainment, culture, retail, and smart services, and is seeking international partners to co-develop hospitality, PropTech, smart retail, and experiential digital projects. Digital Cook – Builds HR and recruitment software solutions, including HRMS, ATS, and custom tools that streamline hiring, employee management, and talent development. It provides custom software, system integration, and scalable HR platforms for SMEs, large enterprises, and recruitment agencies seeking efficient, user-friendly ways to manage their workforce and improve recruitment. El Kanaouet – Provides high-quality and low-cost hydraulic infrastructure for the supply and distribution of drinking water. The company manufactures prestressed concrete structures based on current technological developments in the field and trends in integrated and digitalized management. El Kanaouet aims to enter the U.S. market with its production of centrifugal prestressed concrete pipes and other technical products and services. Fluoink Nanotechnologies – A deep‑tech startup developing next‑generation antimicrobial additives for paints, coatings, and industrial materials, enabling everyday surfaces to act as long‑lasting barriers against harmful bacteria and pathogens without changing their appearance or performance. Mare Custos – A subsea robotics company specializing in ROV-based underwater inspection services for offshore energy, ports, and marine infrastructure, using high-precision imaging, PAUT, and NDT to inspect structures in challenging conditions. SmartMed SA – A fast-growing digital health company operating in Tunisia, Algeria, and Morocco, offering an integrated ecosystem that helps patients book appointments (MedPro), enables clinics to digitize workflows and EMRs (MedLink), and supports targeted digital marketing for healthcare and pharma (MedAds). With millions of appointments and users, SmartMed has become a leading e-health platform in North Africa. Sototel – Builds telecommunications networks and services, including fixed, radio, and mobile networks. Sototel focuses on technological innovation and continuous improvement, providing high-value-added digital solutions. SOTUPRIN HGE – Specializes in manufacturing household electrical appliances under the brand HGE and OEM. Expanded from the local market to North Africa, Central Africa, the Middle East, and Europe. Spiraw by Food4Future – Designs and manufactures smart, AI-powered cultivation systems allowing individuals and businesses to grow fresh, highly nutritious food – starting with spirulina – directly at the point of consumption. Combining patented hardware, controlled-environment agriculture, and a connected app with an AI assistant, Spiraw aims to decentralize food production and create a new category at the intersection of agri-tech, consumer health, and smart home ecosystems. WaterSec (Istidama) – A climate-tech startup that uses IoT, AI, and smart sensors to help high consumption facilities (such as industries, hotels, and commercial buildings) monitor water use in real time, detect leaks, and optimize consumption. The company’s digital platform turns raw water data into alerts and actionable insights, making water management more transparent, proactive, and sustainable. Learn more about the SelectUSA Investment Summit at https://www.selectusasummit.us/. Follow live developments from the summit on X at https://x.com/SelectUSA.
Roma’s sporting director shortlist revealed
Roma is seeking clarity regarding the future. Gasperini was eloquent in his press conference: mistakes are forbidden in the pursuit of returning to the Champions League, and no more confusion in plann...
Tanzania’s purpose-built Star Homes brighten health outcomes
The houses’ architecture is both cleaner and greener
Samsung shows off wild new phone displays with insane colors and private health tracking
If this is what Samsung Display is cooking up, we're pumped about future smartphone displays.
Mysterious green rocks in Pyrenees cave hint that prehistoric people were working copper there for 4,000 years
Dozens of pieces of bright-green rock discovered in a cave in the Pyrenees may be evidence of copper smelting 7,000 years ago.
Engineering the Future: How Horacio Espinosa is Revolutionizing Medicine and Material Science
Horacio Espinosa '89 Sc.M., '90 Sc.M., '92 Ph.D. has spent his career finding answers that are reshaping how we understand materials, medicine, and the microscopic world. A three-time Brown graduate and world-leading researcher, Espinosa is the 2026 recipient of the Horace Mann Medal, the Brown Graduate School's highest honor for alumni who have made significant contributions in their field.
Patch Notes 1.27.0
ARC Raiders is a multiplayer extraction adventure, set in a lethal future earth, ravaged by a mysterious mechanized threat known as ARC.
Radiological protection and public health experts discuss emerging challenges and future priorities
The 84th meeting of the NEA Committee on Radiological Protection and Public Health (CRPPH) included topical sessions, discussed the 2027-2028 programme of work and marked a chair transition, with the appointment of Antony Bexon (United Kingdom) as the new Committee Chair, succeeding Thierry Schneide...
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.
Blame game erupts over Trump assassination attempt
The White House points its finger toward Democrats
Wall Street's $1.5 billion plan to build the 'McKinsey of AI'
Some of Wall Street's biggest investors, like Blackstone, are teaming up with Anthropic to build a consulting firm for the AI future.
What's going on with Aaron Rodgers? Steelers reportedly have a deadline for QB to make a decision
Rodgers' future is once again up in the air.
NASA just released 12,000 more Artemis II photos — here are a dozen of our favorites
NASA just uploaded more than 12,000 photos snapped by the Artemis II crew during their record-breaking flyby around the moon. Here are some of the most inspiring ones.
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.
Roku and TCL accused of 'bricking' TVs with poor software updates in new class action lawsuit
Degraded experiences caused problems
Local High School Students Explore Future Health Care Careers at MEDucation Day 2026
High school juniors in the Winston-Salem and Charlotte areas discover health care advancements and career opportunities at Advocate Health.
Defying Planetary Science Expectations, Trans-Neptunian Object 2002 XV93 Somehow Has An Atmosphere
Future observations are necessary to understand how this is possible.
Pollution Politics: The Uncertain Future of American Air Quality
Nearly half of US children are breathing polluted air as aggressive policy rollbacks threaten to erase decades of progress, new report warns.
Passion for health care fuels physician assistant grad’s desire to serve
“The PA program challenged me in ways that helped me grow not just as a future provider, but as a person,” says Johnathon Boles.
Magic fire Jamahl Mosley after another first-round playoff loss
Orlando allowed Toronto to score 31 unanswered points in a 52-point loss earlier in the season that spelled poorly for Mosley's future with the team.
Steam Controller launch live — hands-on report, and where to buy yours today
Steam Controller orders go live very soon
UT Board of Trustees executives to talk Neyland Entertainment District
The University of Tennessee Board of Trustees Executive Committee will discuss Monday the future of a major Knoxville campus capital project: the Neyland Entertainment District.
A.J. Brown trade, Aaron Rodgers' future among biggest post-draft questions facing every NFL team
Even with the draft in the rearview mirror, there are still several questions lingering across the NFL
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.
Google finally explains why the AICore app is eating up your storage
It looks excessive, but there's actually a valid reason behind it.
The Cost of Gutting Science Is Invisible Yet Enormous
Intelligence agencies often complain that they are judged unfairly because you hear about their failures, not their successes. It’s hard to evaluate anything based on what didn’t happen — even when that’s really the important thing. The problem is just as salient for those trying to create a better future as trying to avert a worse one. When it comes to research, we can see technologies and industries that exist. We can’t see the ones that were never invented because the science that should have
Long-deferred projects move forward as Chicagoland communities build for the future
Communities throughout Chicago are modernizing public facilities as part of a broader construction effort to build for function and longevity.
Resident Evil Requiem Producer Dodges NVIDIA DLSS 5 Question, But Fan Reaction to Her Design Speaks Louder Than Words
Capcom producer reacts to Resident Evil Requiem DLSS 5 backlash and the future of icons like Leon Kennedy
Why manufacturing? Gathering data, building community and propelling success
What’s shaping the future of manufacturing? Insights on workforce, automation and supply chains every business leader should know.
Scott Galloway: Top skills for AI-proofing kids' future careers
Parents should tell their kids to prioritize storytelling skills in the AI era, Scott Galloway told Steven Bartlett on "The Diary of a CEO."
Trophies or entertainment? Jose Mourinho conundrum facing Newcastle as Chris Waddle explains winning versus ‘boring’ balancing act
Jose Mourinho rumours refuse to go away at Newcastle, as questions are asked of Eddie Howe’s future, and Chris Waddle has told GOAL why any club considering a move for the ‘Special One’ must mull over the “win trophies or entertain” conundrum. Mourinho boasts several major honours on his glittering CV, but the ex-Chelsea and Real Madrid boss has faced accusations of being “boring” at times.
Mainoo revival just one of 'Carrick's completed tasks'
Kobbie Mainoo's assessment of manager Michael Carrick on Sky Sports after Manchester United took a 3-2 win over Liverpool resonated. It resonated because when Mainoo scored his 77th-minute winner at Old Trafford, the stadium announcer made a point of hailing the homegrown, local-born 21-year-old, who signed a new long-term contract on Thursday. Mainoo has become the poster boy for the club, which is amazing considering he had a request to join Napoli on loan turned down last summer, he did not start a league game for the first five months of this season and he was preparing for tough discussions over his future before Ruben Amorim got the boot.
Tyler Dibling: The curious case of Everton's £40m youngster
The curious case of Tyler Dibling - BBC Sport chief football writers asks what has happened to Everton's £40m youngster and what does the future hold?
I tried this $5 laundry hack for a spotless shower — and the results have totally surprised me
It's transformed the way I clean my bathroom
THE FORUM Brings Together Leaders from Sport, Leisure and Entertainment to Debate the Future of Football as a Global Industry
Madrid has become the global epicenter of the sports and leisure business with the celebration of THE FORUM, an exclusive event promoted by Atlético de Madrid and Apollo Sports Capital. Held at the Riyadh Air Metropolitano, it brought together some of the most influential leaders in the industry, with more than 400 attendees. The event […]
Creator builds PC large enough to fit a human and the future GeForce RTX 6090
This "PC" has 18,000GB memory Bilibili creator Soda Baka has built a giant PC case large enough for a person to sit inside. The project scales up the RGB
Republicans see high-risk plans as the future of health insurance
More than 40 million Americans are already opting to take on the cost of sick visits, drugs and surgeries to get lower premiums and tax savings.
Former Congressman Barney Frank reflects on his life, entering hospice, and the future of the Democratic Party
United Airlines enhances CX with launch of new, dedicated inflight entertainment channel
United Airlines has introduced a dedicated Peacock inflight channel, giving passengers access to fan-favourite series and originals.
"You need to be a hacker to use Windows": This free tool lets you rebuild Windows 11 without Copilot or any other AI
NTLite lets you strip AI features like Copilot and Recall from Windows 11, giving you back control over your PC.
Names in the News: People shaping the future of Lake Area business
Leithead receives Humanitarian Award Dr. James A. Leithead Jr., received the Humanitarian Service Award during the 145th House of Delegates of the Louisiana Dental Association on April 11. The LDA […]
Disconnecting to reconnect: Keystone Science School marks 50 years while looking to the future
On a stretch of land tucked between sprawling hills of evergreens, the winding Snake River and a former rail line, time at Keystone Science School doesn’t feel linear. Cabins that once stood in the original...
Bungie claims it has a Marathon story plan stretching ‘years’ into the future
But Marathon’s future narrative direction will partly be influenced by players…
NFL Draft Expert Reassures Bears Fans About Polarizing Pick
An NFL expert defends a surprising third-round tight end selection, revealing strategic foresight for the Bears' future personnel and blocking needs.
The Eta Aquariid meteor shower peaks this week: How to see 'shooting stars' dropped by Halley's Comet
The Eta Aquariids will peak May 5-6, with debris from Halley's Comet creating swift meteors, though bright moonlight will make them harder to see.
I ditched my dual-monitor setup for a single 40-inch ultrawide
After trying the Innocn 401CU ultrawide monitor, dealing with the bezels and cables of a dual-monitor setup just doesn’t seem worth the hassle.
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.
iPhone 17 Pro Max crushed: I just tested the Oppo Find X9 Ultra's silicon-carbon battery and it's not even close
Oppo Find X9 Ultra's silicon-carbon battery obliterates the iPhone 17 Pro Max in testing
Is Palantir fit for UK consumption?
Supervillain or scapegoat? Controversial software firm’s inroads into British state systems are alarming to some
Booking sales up
The Las Vegas Convention and Visitors Authority destination sales group booked 221 future events in February and March for Las Vegas — 38 percent of them new to the city — resulting in ...
‘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
MIT Sloan Management Review to Cease Publication. Up Next?
The venerable business magazine and website, a key chronicler of tech and management insights, is shutting down after 67 years. Future outlets include social media and podcasts.
Connor McDavid sends clear message on Oilers future amid rumors
Connor McDavid addressed growing speculation about his future with the Edmonton Oilers, delivering a clear message after the team’s early NHL playoff exit. Rumors picked up following McDavid’s blunt assessment of the Oilers’ season, especially since last year he chose…
Kudos to Mickey Loomis and the Saints front office staff
Mickey Loomis and the Saints front office have done a great job of setting the up for the future of the Saints
Your Windows PC's security foundation could expire in 8 weeks — Here's how to check if you're eligible for a new Secure Boot certificate
The slow decline of outdated Windows versions continues as Microsoft confronts expiring Secure Boot certificates for the first time ever.
Scientists identify 10,000 'impossible' exoplanet candidates, potentially tripling the number of known alien worlds
A new study has identified a potentially record-breaking haul of transiting exoplanets, thanks to a machine learning algorithm that analyzed the light curves of more than 80 million previously overlooked stars.
Yellowstone's volcano may be fueled in a very different way than we thought
Yellowstone eruptions may be driven by shifts in Earth's crust, rather than a deep well of magma, study finds.
Roma keen on Summerville but West Ham block his exit
Roma is looking ahead and starting to plan for the future with clear ideas. The new coaching direction is under Gian Piero Gasperini, who has already identified the priorities for strengthening the sq...
Iran deadlock: is Trump now ‘stuck’?
The president may be ‘trying to look relaxed’, but upcoming midterms and rising oil prices are ramping up pressure
The rise of the Greens: is their popularity sustainable?
Zack Polanski’s party is riding high in the polls, but face challenges
Your Roku TV is watching you — 3 settings to change right now
The hidden Roku settings that are snitching on your viewing habits
Gen Z Cares about Politics, We Just Don’t Believe Politics Cares about Us
As part of a collaboration between The Fulcrum's NextGen initiative and Made By Us, The Fulcrum is publishing Letters to America, a series created through the Youth250 project that invites Gen Z to reflect on the nation’s past, present, and future as the United States approaches its 250th anniversar...
Brad Galli bids heartfelt goodbye to Channel 7, stays mum on future
Brad Galli, 36, who has worked at WXYZ-TV for 15 years, said during his final appearance that he'd be revealing his future plans "very soon."
CU-Lock Haven undergraduate’s research bridges gap between student science and large-scale conservation
LOCK HAVEN — In a lab where streams run indoors and ecosystems are built by hand, Emily Gonzalez, of Wilkes-Barre, is doing more than collecting data. She’s helping answer questions that could shape the future of Pennsylvania’s waterways — and directly support large-scale restoration efforts already underway in the West Branch of the Susquehanna River. […]
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.
Boulet Brothers Reveal What They Want From Future ‘Dragula’ Competitors
The duo share their insights on becoming a pop culture phenom, as well as favorite horror movie influences.
All of RFK Jr.’s run-ins with the animal kingdom
From beached whales to road-kill raccoons and an infamous brain worm, the Health and Human Services Secretary has had his share of wild encounters.
iPhone Fold: 3 technologies Apple is reportedly using to (finally) kill the crease
It's not reinventing the wheel, but rather, making it better
PNNL Researchers to Speak About Genesis Mission at National Science Bowl
Pacific Northwest National Laboratory’s Robert Rallo and Nathan Hodas speak to students about the future of AI RICHLAND, Wash., May 1, 2026 — Student winners of this year’s regional National Science Bowl competitions will hear about the future of AI from two researchers from the Department of Energy’s Pacific Northwest National Laboratory this spring. The […]
The high-ranking officials Trump has fired, forced to resign or moved elsewhere in his second term
Administrative turnover is nothing new for this notoriously fickle president
The Department of Justice might be the big loser in the Comey charges
Trump’s revenge prosecutions are impairing its credibility
‘The most accurate measure of our national capacity has always been sea power’
Opinion, comment and editorials of the day
'One of the most rapid transitions that I've seen': NOAA forecaster on how this year's El Niño could shatter records
Nathaniel Johnson, a member of NOAA's El Niño forecasting team, says that this year's transition to El Niño could be the fastest on record.
Trump pulls surgeon general pick, vexing MAHA
Trump’s latest pick will be his third attempt to get someone installed in the job
Commencement 2026: Graduating students ready to lead, heal, and transform the future of health and science: Center Times Plus, UT Southwestern, Dallas, TX
Commencement Advance 2026--Spring commencement 2026 celebrates the achievements and dreams of graduating students at the Peter O’Donnell Jr. School of Public Health, UT Southwestern Medical School, and UT Southwestern Graduate School of Biomedical Sciences.
Commencement 2026: Graduating students ready to lead, heal, and transform the future of health and science: Center Times Plus, UT Southwestern, Dallas, TX
Commencement Advance 2026--Spring commencement 2026 celebrates the achievements and dreams of graduating students at the Peter O’Donnell Jr. School of Public Health, UT Southwestern Medical School, and UT Southwestern Graduate School of Biomedical Sciences.
DHS shutdown ends after 76 days, GOP climbdown
Further delays could’ve shuttered the agency until mid-May
The Future Of American Small Business And How To Strengthen It
We live in an economy that depends on small business. To strengthen our entrepreneurial ecosystem, we need to remove friction from our entrepreneurial journey.
Legislature's adviser tries budget tough love to get California politicians to close huge deficits
Legislative Analyst Gabe Petek says state spending grew by $100 billion or so a year since 2019, outstripping revenues and resulting in current and future deficits.
The future of Latino politics just played out in Whittier
Whittier elected a Latino-majority council for the first time in the city's history. But for the three winning Latino candidates, their ethnicity was an afterthought.
She Was an Architect of Obama’s Iran Nuclear Deal. Now She’s Watching Trump’s War in Horror.
Wendy Sherman knows better than almost anyone that this didn’t have to happen, and that a better future was possible.
From Sick Care to Whole Health: 5 Forces Reshaping the Future of Healthcare
/PRNewswire/ -- Healthcare is entering a new era—one that moves beyond treating disease to addressing the full complexity of human health and well-being....
‘Freedom Trucks’ deliver AI-washed history to the Lower 48
The mobile museums are the product of conservative PragerU
Roma add a new name to sporting director casting list
Roma has begun the search for a new sporting director to plan the club’s technical future. With Ricky Massara set to leave following Claudio Ranieri’s departure, the Giallorossi owners are looking...
Stop mowing your lawn this way — an expert says you could be killing your grass
Too much or too little? You need to get it just right
Heart Rhythm 2026: Electrophysiologist Mina Chung discusses CPR, PFA and much more
Mina Chung, MD, who just concluded a one-year term as Heart Rhythm Society's president, spoke to Cardiovascular Business about successes from the past year as well as her goals for the future.
“Xbox Mode is here”: Microsoft rolls out console-style experience on Windows 11, barely meeting its own deadline
Xbox Mode launches with support for aggregated game libraries, quick switching to desktop, and reduced background tasks to improve overall gaming performance.
What Janet Mills' fall signals for the Democratic Party's future: From the Politics Desk
Plus, redistricting ruling ripple effects.
Poop-encrusted chamber pots from the Roman Empire reveal oldest known human cases of Crypto parasite
Chamber pots from the frontier of the Roman Empire have provided the world's earliest evidence of humans infected with the Cryptosporidium parasite.
Doctors agree: There’s a lot to love about cardiology’s future
According to a new survey, both cardiologists and noncardiologists feel good about the specialty's long-term health.
Xbox's new April Update brings awesome improvements to Xbox and PC, including one I've wanted Microsoft to add for years
Xbox consoles and Xbox on PC just got upgraded with huge customization features and gameplay options.
All the things foreign leaders have offered to name after Donald Trump
The Trump family name has opened many eponymous doors for the president and his kin.