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'Good times are back' say Town fans after promotion
The Tractor Boys are celebrating promotion back to the Premier League and thoughts are already turning to next season.
Patrick Mahomes in 'a good position' on ACL recovery ahead of Chiefs OTAs, Andy Reid says
‘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into her classroom, she turned to guidance from her home state’s Department of Education, which she said she found “outdated and inaccessible.”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
Finley: Debates matter. Michigan can't let them go extinct.
Debates test a candidate’s ability to handle pressure and reveal a good deal about his or her temperament. But in Michigan, debates are becoming extinct.
🔼 Up for good this time? Schalke seal Bundesliga return
And there’s a party in Gelsenkirchen!Schalke 04 are back among the elite of German football.They needed to beat Fortuna Düsseldorf this Saturday (2) to secure at least the second automatic promotio...
FIFA World Congress in Vancouver, B.C., couldn’t shake politics
President Gianni Infantino botched a feel-good moment between Israeli, Palestinian soccer officials
Phillies activate catcher J.T. Realmuto from injured list
The Philadelphia Phillies activated catcher J.T. Realmuto from the injured list on Saturday. “He’s back and good to go,” interim manager Don Mattingly said. Protect J.T. from the standpoint of running him out there a lot.
Brentford 3-0 West Ham: What Nuno said
Brentford is a very good team but the way we react and play the first half, hitting the post, having a goal disallowed for a tight margin, it gives us hope at half-time. West Ham have failed to score in three consecutive Premier League away games for the first time since April 2019 under Manuel Pellegrini (3).
Conte: ‘A good Napoli performance, another step forward’
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Is It Time To Reconsider PENN Entertainment (PENN) After Long Term Share Price Weakness?
If you are wondering whether PENN Entertainment's current share price still reflects good value, the recent performance and valuation checks give you a useful starting point. The stock last closed at US$17.27, with returns of 0.2% over 7 days, 15.1% over 30 days, 16.3% year to date, 8.1% over 1 year, and longer term declines of 34.7% over 3 years and 80.1% over 5 years that many investors will be weighing up. Recent coverage has focused on PENN Entertainment's position in the wider U.S...
Stephan believes in QPR project for next season
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This Vampire Musical Is My Favorite New Show on Broadway—It's Scary Good
I just took in a showing of 'The Lost Boys' on Broadway in NYC, and it was a fabulous and scary musical based on the original film. My review? I'd call 'The Lost Boys' the best new musical of the year.
The politics of Trump's ballroom
WEST PALM BEACH, Florida — President Trump was about a half-hour into his second speech of the day, musing about the danger he faced last week at the White House Correspondents’ Dinner. “Saturday night, it was good for one thing. People are loving my ballroom now,” Trump told a crowd last night. “That’s the only thing. They love my ballroom.” Ever since he was hustled off stage at the Washington Hilton last week, after an attempted shooter breached the dinner’s security perimeter and sent guests diving to the floor, the president has argued that the incident is proof for why his White House ballroom is needed. Only his planned $400 million, 90,000-square-foot project, Trump has reasoned, can keep a president truly safe at major events. It’s true that a bunch of GOP lawmakers have jumped on board with new legislation and words of support for Trump’s project. House Speaker Mike Johnson, Sen. Rand Paul and other prominent Republicans went on TV to talk about the need for a ballroom. But as we reported at The Washington Post this week, “people” aren’t really changing their minds on Trump’s ballroom. A new Post-ABC News-Ipsos poll found that most Americans still oppose the ballroom project: 56 percent against it versus 28 percent in favor. The numbers are the same as a poll from last year, the Post’s polling whiz Scott Clement found. Other new polls have found similar margins, too. “I’m just not a giant fan, especially of extravagance,” one independent voter told me. “I mean, in the era we’re in right now, given how much people are struggling, it just doesn’t make a lot of sense to me to spend $400 million on a ballroom.” How we got here The Washington Post has followed Trump’s ballroom project very closely. (My colleague Jonathan Edwards may have written the most total words of any reporter about the project; I may be second.) The project exploded as a national issue after Trump tore down the White House’s East Wing after initially promising not to touch it.1 Historic preservationists sued, and about a month ago, a federal judge ordered a halt to ballroom construction.2 The only way the ballroom could proceed, U.S. District Judge Richard Leon ruled, was if Congress explicitly authorized Trump’s plans. (An appeals court has stayed Leon’s order for now.) The judge’s ruling raised an obvious question: would Congress authorize the project? Keep in mind, “authorization” doesn’t mean that Congress needs to necessarily fund the planned $400 million project; they could just sign off on the private donations that Trump has solicited to pay for the ballroom.3 But GOP lawmakers really didn’t want to talk about the ballroom, we reported at The Post just a few weeks ago. One major reason was the ballroom’s bad polling — not a small detail with many of their own midterm elections looming. The White House Correspondents’ Dinner incident, and Trump’s advocacy, may have changed the political conversation around the ballroom. As this week’s polling shows, it doesn’t seem to have affected the fundamental questions surrounding the project. To put it another way, voters still say that cost-of-living concerns are top-of-mind heading into the midterms. Some Republican and independent voters have told me that they see the ballroom as a vanity project that will help Trump but do nothing for their own lives. It might not help Republicans that Trump has dismissed some of the cost-of-living concerns. He’s described “affordability” as a buzzword manufactured by Democrats whose policies helped cause inflation. “They’ve got one good line of bullshit,” Trump said in his first speech yesterday, delivered at a Florida retirement community known as The Villages. Thanks for reading Dan Diamond's newsletter! Subscribe for free to stay up-to-date on my work. Subscribe Speaking of Trump’s speeches… I’m down in Florida because it’s my “duty week” as a White House reporter — basically, I follow the president wherever he goes. (And then hand the baton off to one of my Washington Post colleagues next week.) As part of my duty week, I’ve spent a few days covering the White House’s reaction to Saturday’s attempted shooting, including officials’ review of the security protocols to protect the president. Trump was restrained in the wake of the incident, addressing the nation from the White House briefing room about the need for peaceful dialogue and trying to lower the temperature. But he’s clearly been itching to get back out of the White House, and I was curious to hear how his Florida speeches would go. And — to my ears — it was an unburdened Trump. Not the one we saw Saturday night in the White House briefing room, but the one we witnessed on the campaign trail in 2024. Loose, dropping profanities, mocking everyone, including members of his team. “We have a man here who knows more about Medicaid, Medicare, medical crap than any human being. Where’s Dr. Oz? Where the hell are you, stand up,” Trump said, referring to Mehmet Oz, the administrator of the Centers for Medicare and Medicaid Services. “It’s the most boring trip I’ve ever made. He’s telling me about Medicare, Medicaid. All I want to do is take care of you, I don’t care. I said, ‘You work out the details.’” I wrote up the speech, as Trump headed to West Palm Beach to deliver more remarks a few hours later. The White House didn’t like my story. Their rapid-response team called it the work of a “total loser”4 and “a miserable TDS-ridden moron.” You can be the judge of whether it’s a fair story or the product of someone afflicted with “TDS.” (The White House’s shorthand for “Trump Derangement Syndrome.”) I’ve pasted the story below with a gift link, meaning that you don’t need to be a Washington Post subscriber to read it. It might prompt you for an email address, though. Meanwhile, I’ll be down in Florida for the rest of the weekend, covering the president. It’s TBD whether those stories will be deemed TDS-afflicted, too. 1 Jonathan details the past six months of ballroom fallout, reactions and the implications for executive authority here. I also had a great time talking about Trump’s ballroom and other projects with Australia’s ABC News Daily on a podcast this week. 2 The judge allowed underground construction and national security-related work to continue. But that hasn’t been enough for Trump, who says the ballroom itself is essential for his protection. 3 The ballroom donors include companies like Palantir, Google and Amazon. For transparency, Amazon founder Jeff Bezos owns The Washington Post, where I work. No one has ever interfered with our team’s coverage of the ballroom or our mentions of Amazon or Bezos, and if that changed, I’d speak out. 4 To be fair, I’ve spent the morning working on stories and writing this Substack post rather than enjoying the beautiful Florida weather. So they may be onto something about who’s winning and who’s losing.
Saros Review
I will never dislike a game that looks this good and plays this well. But the lessons that Housemarque learned from Returnal resulted in a game that is less than the sum of its parts.
Building Something: The Cardinals’ Most Encouraging Month-One Developments
Alright, the Cardinals are back on top of the world following a road sweep of the Pirates and a game one win against the Dodgers on Friday. Today my main objective is to keep the good vibes rolling and focus on what has gone well across the organization so far in 2026! I will sprinkle […]
Graham Platner Got Everything He Wanted. Is That Good for Democrats’ Hopes of Retaking the Senate?
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Okamoto Homers Twice, Jays Beat Twins
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Nine faculty elected to National Academy of Sciences
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An incredible NBA blowout, plus LIV’s cash burn
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Ransomware Attack on Good Samaritan Health Center Affects 10,000 Individuals
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'Timing is really good': City manager Q&A on exit, 'tiresome' politics
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Today’s Papers: Forza Calcio, Malagò progress, Gervasoni deposition
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Coffee is complex. Can science standardize it for the better?
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Good Public Transit + Good Public Funding = Good Public Health
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Good Luck Getting a Mac Mini for the Next ‘Several Months’
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Nokia sells FWA business to Inseego
The transaction is expected to double Inseego’s revenue and give it a global reach | Inseego CEO Juho Sarvikas is making good on his promise to seize new business opportunities for fixed wireless access (FWA): acquiring Nokia’s FWA CPE business.
Nokia sells FWA business to Inseego
The transaction is expected to double Inseego’s revenue and give it a global reach | Inseego CEO Juho Sarvikas is making good on his promise to seize new business opportunities for fixed wireless access (FWA): acquiring Nokia’s FWA CPE business.
Entertainment: Cinco de Mayo Collides With Fastest Two Minutes in Sports
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He continues to resist despite his frail health: wife of jailed Ugandan politician Kizza Besigye
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He continues to resist despite his frail health: wife of jailed Ugandan politician Kizza Besigye
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Bengals draft picks assigned jersey numbers, and their historical significance
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Unilever Sales Rise Amid Portfolio Overhaul
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Expanding access to credit ensures a business-friendly climate - Talk Business & Politics
In Arkansas, we know that success isn’t just about having a good idea; it takes hard work and also the right tools to see it through. As someone who has...
Northwood University Celebrates 2026 Class of Outstanding Business Leaders
Gala honors achievement, raises scholarship funds, and inspires students to pursue lives of meaning, leadership, and earned success Northwood University celebrated five honorees whose vision and leadership have transformed industries and communities on Saturday, April 18, during the 46th Outstanding Business Leader Awards Gala at the Henry Ford Museum in Dearborn, Michigan. The gala brought together honorees, alumni, students, donors, and university leaders for a signature event rooted in Northwood’s mission to develop free-enterprise leaders who drive global economic and social progress. This year’s honorees represented an array of industries, including entertainment, entrepreneurship, construction, manufacturing, motorsports, and automotive retail. “Outstanding Business Leader Awards is one of the most meaningful traditions at Northwood University,” said Dr. Kent MacDonald. “It gives our students the opportunity to learn directly from leaders who have built exceptional careers through vision, perseverance, personal responsibility, and service to others. What makes these honorees special is that their impact reaches far beyond business success. They create jobs, strengthen communities, open doors for others, and lead with purpose. They remind our students that free enterprise, when guided by character and integrity, can be a powerful force for good.” Since 1981, the Outstanding Business Leader Awards have recognized exceptional business leadership while supporting student opportunity through the Outstanding Business Leader Endowed Scholarship Fund. Prior to the gala, honorees met with Northwood students during a roundtable conversation designed to give students direct access to first-hand mentorship and career insight. The student-centered experience continued that evening, as each honoree was formally introduced by a Northwood student selected through a competitive process that drew more than 50 applicants this year. The experience reflects Northwood’s emphasis on learning through experience and providing students with meaningful opportunities to build confidence, connections, and professional momentum before graduation. The following honorees and presenters were featured at this year’s Outstanding Business Leader Awards Gala: Paul A. Glantz, chairman and CEO, EH Real Estate LLC; chairman emeritus, Emagine Entertainment Inc., was introduced by Kennedy Williams, a marketing communications and automotive aftermarket management student from Farmington Hills, Michigan. They are pictured with Gala Emcee Steve Madincea (far left) and Northwood University President Kent MacDonald. Jennifer Tenaglia Panning ’92, president, Artisan Tile Inc., was introduced by Karley Baker, a finance and marketing student from Washington Township who is enrolled in Northwood’s four-year bachelor/MBA track. Danny Sullivan, 1985 Indianapolis 500 champion, 1988 IndyCar World champion, and 1994 Rolex 24 at Daytona champion, was introduced by Max Hart, an automotive marketing and management student from Cheboygan, Michigan. Reagan Cordes, a sales management student from Davison, Michigan, is pictured introducing Linzie Venegas, chief operating officer of Ideal Group, who was unable to attend the gala. Larry Zinn, executive general manager of Warren Henry Auto Group and a 2008 Northwood alumnus, was honored to accept the Outstanding Business Leader Award on behalf of his father, Warren Henry Zinn ‘77, who was unable to attend Saturday’s gala. Larry Zinn was introduced by Bella Smylie, a data analytics student from Clare, Michigan. “This gala is about more than recognizing business excellence; it’s also about investing in students and reinforcing the relationships that make Northwood special,” said Advancement Vice President Murray Kyte. “We celebrate leaders whose lives reflect The Northwood Idea while raising scholarship funds to invest in students whose ambition, character, and entrepreneurial spirit reflect the values Northwood seeks to advance.” “During my time at Northwood, I’ve been fortunate to experience things I never could have imagined,” said Baker, who added she was honored to form a meaningful connection with her Outstanding Business Leader honoree. “…Northwood builds a network that stretches far beyond these walls, one shaped by shared values, a belief in free enterprise, and a conviction that business, done right, can change lives.” To learn more about this year’s honorees and gala sponsors, visit the Outstanding Business Leaders Awards webpage at www.northwood.edu/advancement/signature-events/outstanding-business-leader-awards/. Share this page
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