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The Trump administration’s decision to gut federal programs administered by the U.S. Department of Education and lay off half of the agency’s staff in an attempt to increase its efficiency has been met with resistance from lawmakers and, most recently, a federal judge whose court order brought efforts to close the department to an abrupt halt.
In an update required by a May 22 court order, the Education Department posted on its website that it has notified its employees of the court-ordered reversal of the reduction in force that left the agency with only about 2,183 out of 4,133 employees. The department on May 27 acknowledged its being compelled by the order in State of New York v. McMahon“to restore the Department to the status quo such that it is able to carry out its statutory functions.”
U.S. District Judge Myong Joun, in temporarily reversing the reduction in force, said gutting the department would lead to “irreparable harm that will result from financial uncertainty and delay, impeded access to vital knowledge on which students and educators rely, and loss of essential services for America’s most vulnerable student populations.”
“This court cannot be asked to cover its eyes while the Department’s employees are continuously fired and units are transferred out until the Department becomes a shell of itself,” Joun said in his decision.
The Education Department appealed Joun’s ruling the same day it was issued. The agency did not respond to K-12 Dive’s request for comment.
Delays in distributing grant funds
The decision came on the heels of a May 16 letter sent by Democratic lawmakers to U.S. Education Secretary Linda McMahon. They claimed the Education Department was delayed in distributing grant funding for the 2025-26 school year. The delay gives states and districts less time to allocate funds meant to help students experiencing homelessness and other underserved students the grants are meant to help, they said.
“States and school districts are best able to plan to most effectively use federal funds with advance knowledge of expected funding, as Congress intends by providing funds on a forward-funded basis,” said Sen. Patty Murray of Washington, Sen. Tammy Baldwin of Wisconsin, and Rep. Rosa DeLauro of Connecticut in the letter.
Murray is vice chair of the Senate Committee on Appropriations, of which Baldwin is also a member. DeLauro is ranking member of the House Appropriations Committee.
“We believe you need to immediately change course and work in partnership with states and school districts to help them effectively use federal funds,” the lawmakers wrote in their reprimand of the department’s delay.
By the lawmakers’ count, the department took three times as long under this administration to distribute Title I-A grants than under the Biden administration. Whereas the former administration took two weeks to distribute the funds after the appropriate law was signed in 2024, the current administration took more than 50 days after the enactment of the 2025 appropriations law to distribute Title I-A funds. The program provides $18.4 billion by formula to more than 80% of the nation’s school districts.
The department also delayed applications for the Rural Education Achievement Program, which funds more than 6,000 rural school districts. It opened applications to REAP’s Small, Rural Schools Assistance program nearly two months later than the Biden administration, and gave districts half the time to apply — just 30 days compared to 60 in FY 2024.
AASA, The School Superintendents Association, said it was aware of this delay. “We understand this release date is significantly later than usual coupled with a shortened application window, so it is important to ensure all eligible districts are aware of this change,” the association said in a May 7 post, prior to the application’s release on May 14. The deadline for program applications is June 13.
These delays in funding distribution and last week’s letter from Democrats come as the department bumped funding for charter schools by $60 million this month.
In April, the department also abruptly canceled billions in federal pandemic aid reimbursements for COVID-19 spending, a move that was met with pushback from Democratic lawmakers and states. Sixteen states and the District of Columbia sued for access to the funds and scored a victory earlier this month when a judge ordered a temporary reversal of the administration’s cancellation as the litigation is pending.
The lawmakers blasted the department’s reduction in force as the culprit behind the delays. “We were told your Department’s work would be efficient, particularly after the reduction in force in which you reduced half of the Department’s workforce, but that does not appear to be the case here,” the lawmakers wrote in their letter.
Following the layoffs, education policy experts worried the department’s efforts to prevent waste, fraud and abuse by eliminating key federal programs and employees would backfire, as a reduced workforce could lead to less oversight and delayed support for states and districts.
However, the department has repeatedly said its decision to push out nearly 1,900 employees would not impact its ability to deliver on its responsibilities required by law.
For years now, the promise of AI in education has centered around efficiency–grading faster, recommending better content, or predicting where a student might struggle.
But at a moment when learners face disconnection, systems are strained, and expectations for personalization are growing, task automation feels…insufficient.
What if we started thinking less about what AI can do and more about how it can relate?
That’s where agentic AI comes in. These systems don’t just answer questions. They recognize emotion, learn from context, and respond in ways that feel more thoughtful than transactional. Less machine, more mentor.
So, what’s the problem with what we have now?
It’s not that existing AI tools are bad. They’re just incomplete.
Here’s where traditional AI systems tend to fall short:
NLP fine-tuning Improves the form of communication but doesn’t understand intent or depth.
Feedback loops Built to correct errors, not guide growth.
Static knowledge bases Easy to search but often outdated or contextually off.
Ethics and accessibility policies Written down but rarely embedded in daily workflows.
Multilingual expansion Translates words, not nuance or meaning across cultures.
These systems might help learners stay afloat. They don’t help them go deeper.
What would a more intelligent system look like?
It wouldn’t just deliver facts or correct mistakes. A truly intelligent learning system would:
Understand when a student is confused or disengaged
Ask guiding questions instead of giving quick answers
Retrieve current, relevant knowledge instead of relying on a static script
Honor a learner’s pace, background, and context
Operate with ethical boundaries and accessibility in mind–not as an add-on, but as a foundation
In short, it would feel less like a tool and more like a companion. That may sound idealistic, but maybe idealism is what we need.
The tools that might get us there
There’s no shortage of frameworks being built right now–some for developers, others for educators and designers. They’re not perfect. But they’re good places to start.
Framework
Type
Use
LangChain
Code
Modular agent workflows, RAG pipelines
Auto-GPT
Code
Task execution with memory and recursion
CrewAI
Code
Multi-agent orchestration
Spade
Code
Agent messaging and task scheduling
Zapier + OpenAI
No-code
Automated workflows with language models
Flowise AI
No-code
Visual builder for agent chains
Power Automate AI
Low-code
AI in business process automation
Bubble + OpenAI
No-code
Build custom web apps with LLMs
These tools are modular, experimental, and still evolving. But they open a door to building systems that learn and adjust–without needing a PhD in AI to use them.
A better system starts with a better architecture
Here’s one way to think about an intelligent system’s structure:
Learning experience layer
Where students interact, ask questions, get feedback
Ideally supports multilingual input, emotional cues, and accessible design
Agentic AI core
The “thinking” layer that plans, remembers, retrieves, and reasons
Connects with existing infrastructure: SIS, LMS, content repositories, analytics systems
This isn’t futuristic. It’s already possible to prototype parts of this model with today’s tools, especially in contained or pilot environments.
So, what would it actually do for people?
For students:
Offer guidance in moments of uncertainty
Help pace learning, not just accelerate it
Present relevant content, not just more content
For teachers:
Offer insight into where learners are emotionally and cognitively
Surface patterns or blind spots without extra grading load
For administrators:
Enable guardrails around AI behavior
Support personalization at scale without losing oversight
None of this replaces people. It just gives them better support systems.
Final thoughts: Less control panel, more compass
There’s something timely about rethinking what we mean by intelligence in our learning systems.
It’s not just about logic or retrieval speed. It’s about how systems make learners feel–and whether those systems help learners grow, question, and persist.
Agentic AI is one way to design with those goals in mind. It’s not the only way. But it’s a start.
And right now, a thoughtful start might be exactly what we need.
Rishi Raj Gera, Magic EdTech
Rishi Raj Gera is Chief Solutions Officer at Magic EdTech. Rishi brings over two decades of experience in designing digital learning systems that sit at the intersection of accessibility, personalization, and emerging technology. His work is driven by a consistent focus on building educational systems that adapt to individual learner needs while maintaining ethical boundaries and equity in design. Rishi continues to advocate for learning environments that are as human-aware as they are data-smart, especially in a time when technology is shaping how students engage with knowledge and one another.
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Many people are losing hope because of the anti-DEI policies that state legislators and governors have enacted over the past four years, as well as the Trump administration’s brutal attacks via executive orders and the U.S. Department of Education’s now-infamous Valentine’s Day Dear Colleague letter. Hopelessness also has ensued following the swift renaming and discontinuation of offices, centers and institutes, programs and professional positions on campuses. It all happened so fast—in some contexts, over four years; everywhere else, in a matter of months. A significant experience I had three decades ago gives me hope in the possibility of eventual recovery from these politicized storms that have produced such extraordinary damage to DEI initiatives in higher education.
I was born and spent the first 22 years of my life in South Georgia, a place that frequently experiences violent hurricanes and tornadoes. I have seen entire communities wiped out within minutes. In July 1994, just six weeks before the start of my freshman year in college, Tropical Storm Alberto brought torrential rains to Albany, Ga. The National Weather Service reports that more than 30 people died, nearly 50,000 residents were forced to evacuate their homes and over 18,000 structures were completely lost. Many of those buildings were at Albany State, a historically Black university located along the Flint River, which flooded during the storm. Nineteen of its 34 buildings were destroyed beyond repair and ultimately demolished.
Somehow, our fall quarter miraculously started on time. Instead of residence halls, most students in my first-year class moved into mobile homes on campus; dump trucks were scooping massive quantities of mud and recovery crews were still assembling modular units where we would sleep on the day I arrived. There was so much mud. The mess was widespread—everywhere, in fact.
For years, many classrooms and offices were located in trailers. Despite the chaos and abundance of annoying mud everywhere at Albany State, there was hope. As my family and I drove into campus for move-in day, I remember seeing a huge banner on one of the few surviving buildings that simply read, “Unsinkable.” That one word became an inspirational chant and declaration that still pervades the institution, now more than 30 years later.
The flood took so much from my beloved alma mater, but recovery efforts, which required tremendous reliance on the federal government, resulted in a more modernized campus with attractive new facilities that are atypical for most HBCUs due to state and federal funding inequities. Because of what I witnessed firsthand during my four undergraduate years, as well as in the aftermath of numerous other calamitous weather crises that occurred throughout my youth, I know that communities can rebuild homes and structures that are more solid, attractive and high-tech than what previously existed. Even still, a sense of community, family heirlooms and, in some instances, the lives of people and pets are lost. No amount of federal aid can restore those things.
While the context and circumstances are different, living through this disastrous moment in American higher education because of, but not limited to, the politicized teardown of DEI is familiar to me. Put differently, I have lived through and witnessed recovery from many tragic storms.
That does not make it any less distressing. But my four-year undergraduate experience taught me how to envision possibilities beyond the daily inescapability of mud, debris and devastation. When I arrived at Albany State as an 18-year-old freshman, rebuilding had not yet started. The institution instead was working as hard as it could with the resources it had at the time to educate, house and serve us. That is where many contemporary college and university campuses are at this very moment as it pertains to DEI.
Understandably, many students and employees who are most affected by the abandonment of institutional commitments to DEI only have the capacity to survive this catastrophic moment; they are not yet able to begin recovery work. The unavailability of federal, state and institutional resources makes it even less possible for most people to think about the next iteration of DEI efforts on campuses.
Notwithstanding, hope for something better—even if we do not know when that something better will become available—could be the one and only thing that sustains those of us who are truly committed to DEI. To be sure, I do not believe that hope alone will be enough—coalitions, elections, stock taking and documentation of harm, fundraising, activism, institutional and governmental accountability, and sophisticated strategizing are also required.
Right now, there is so much mud. The mess is widespread—everywhere, in fact. Like Albany State, the beautiful HBCU that still stands strong more than 30 years after its neighboring Flint River flooded, DEI in higher education is unsinkable. I have no choice but to believe this, and I will continue doing all I can to achieve this outcome for colleges, universities and our democracy.
Shaun Harper is University Professor and Provost Professor of Education, Business and Public Policy at the University of Southern California, where he holds the Clifford and Betty Allen Chair in Urban Leadership.
Math courses are often a barrier for students seeking to pursue a college credential, and for some, a lack of math curriculum during high school can make a STEM career seem out of reach.
A new course at Wentworth Institute of Technology in Boston serves as a stepping-stone for students who may not have had access to precalculus or calculus courses but are still interested in calculus-based learning. The university hopes the program will boost student enrollment and eliminate barriers to access for disadvantaged students.
What’s the need: The conversation about offering precalculus at Wentworth began in 2019, after university leaders saw that some students, despite having the same GPAs and high school transcripts as their peers, were less mathematically prepared, said Deirdre Donovan, Wentworth’s director of first-year math and interim associate dean of the School of Computing and Data Science.
At that time, Wentworth did not offer a math placement course, so all enrolled students launched at the calculus level.
Wentworth, like many colleges and universities, requires students to have already completed calculus coursework to enroll in specific major programs, which is “a barrier that can prevent otherwise qualified students from pursuing engineering and computing degrees,” Donovan said.
To complete calculus by the end of high school, students had to complete Algebra I in eighth grade, and not every student was ready, aware of or offered that course at their school, Donovan said.
Some high schools also push students to complete AP Statistics in lieu of calculus, and Donovan said this shift “can actually close more doors at STEM schools than it might open, because those AP credits can’t replace the calculus-based statistics required for engineering degrees.”
Campus leaders at Wentworth opted to review policies that were barring students from participating in STEM programs, starting with creating a math placement process and then developing a precalculus course.
How it works: In 2024, Wentworth removed precalculus as an admissions requirement for students, paving the way for the college to admit about 10 percent more students who might have previously received a conditional acceptance, Donovan said.
New students without calculus credit are now enrolled in a four-credit, first-semester course called Foundations of Calculus that helps them get up to speed. The investment in additional content hours is an indication of the university’s commitment to opportunities for students who may not have been able to enroll and succeed previously, Donovan said.
In addition to two hours of lectures each week, students also participate in two hours of labs that focus on engineering problem-solving skills, using real-world problems that are tied directly to a student’s major.
The course is also supported by embedded peer tutors who can address student questions, clarify confusing content and facilitate study groups outside of class time.
It was important to Donovan and her faculty team not to work from a deficit-minded perspective about students’ knowledge gaps. Language regarding the course and its content hours was specifically crafted to help students feel like they’re being guided onto an on-ramp, not held back or punished for not having precalculus experience.
The results: After the first semester, staff have seen promising results, Donovan said. “We are pinching ourselves that it went exactly how we had hoped it would go.”
In fall 2024, about 200 students participated in precalculus either because they lacked the course in high school or their placement exam results indicated it would benefit them.
Approximately 75 percent of precalc students passed their course in the first term, on par with national averages. When they attempted calculus in their second semester, students had similar passing rates to their peers who completed calculus in the first term.
University faculty and staff were encouraged to see that engineering programs received 20 percent more applications this year, signaling an increased level of interest in rigorous programs, Donovan said.
Fall-to-spring retention rates were slightly lower for precalc students, but that could be due to other factors, including students re-evaluating their chosen major or deciding whether they want to be at a STEM-focused institution.
The course has also expanded enrollment opportunities for students who otherwise might not have considered Wentworth. Overall applications were up 25 percent year over year this past application cycle, and deposits were up 30 percent, Donovan said.
What’s next: Student feedback from the first term has indicated a need for an additional credit hour of in-person, interactive lab work, which will be implemented this fall. The hour, which the university is calling a companion class, will function similarly to a first-year seminar, teaching students study skills and metacognition, as well as connecting back math concepts.
None of the downstream courses such as physics have undergone a curriculum change, requiring students to get up to speed in their first term to be successful over all in college. Students who complete precalc also may need to take summer classes to ensure they graduate in four years, but the university is looking to offer affordable online courses to accommodate learners, Donovan said.
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Erik Jacobsen, an associate professor of mathematics education at Indiana University, was nearing the end of a years-long project designed to address teacher biases with the goal of helping more students excel in math and pursue STEM careers. But that all stopped several weeks ago, when the National Science Foundation notified him that it had terminated the grant because it was “not in alignment with current agency priorities.”
Jacobsen’s grant, which was funding multiple graduate students and a postdoc, who are all now in limbo, is far from the only STEM education–focused grant the NSF recently canceled.
Of the approximately 1,500 grants the agency recently terminated, at least 750 came from the NSF’s education directorate, according to Grant Watch, an independent website that tracks terminated NSF grants. And that’s not the only shake-up happening at the NSF, which Congress created in 1950 to “promote the progress of science; advance the national health, prosperity and welfare; and secure the national defense.” The Trump administration has also laid off staff and proposed slashing the agency’s budget.
Additionally, NSF announced new priorities that include not funding projects aimed at recruiting more Americans from underrepresented backgrounds to the STEM workforce—a key focus for the agency historically.
The Trump administration says all these changes are part of its plan to reform the NSF, correct an alleged “scientific slowdown,” build a “a robust domestic STEM workforce” and “rapidly accelerate its investment in critical and advanced technologies such as artificial intelligence, quantum computing and biotechnology.” The NSF sends billions to colleges and universities to support STEM education and nonmedical scientific research.
Researchers and policy experts are worried that the major cuts to STEM education programs will jeopardize the long-term future of the STEM workforce and leave the nation with a deficit of scientists and other skilled workers who are capable of carrying out Trump’s vision of winning “the technological race with our geopolitical adversaries.”
“There may be enough scientists to do the projects that are left. But for how long? They’re eventually going to retire and there won’t be this robust pipeline,” Jacobsen said. “There’s so many kids in our country that learn math and science every day. And the reason they learn it as well as they do is because of NSF’s historic investment in education.”
‘Nearsighted’ Changes
Since Trump started his second term in January, the NSF has upended its operations and spurred chaos and uncertainty within the research community. In February, the agency fired 10 percent of its staff—many who help university researchers navigate the grant application and funding process—though a federal judge later ordered the NSF to reinstate some of those employees.
“Their absence means that even if the budget is sufficient to fund new projects, distributing that money fairly and appropriately is going to be delayed if not made impossible,” Suzanne Ortega, president of the Council of Graduate Schools, said. While those and other changes are already “having immediate effects on graduate students, postdocs and early-career scientists,” she said there will also be “major downstream consequences” that won’t come home to roost for at least five years.
According to the Bureau of Labor Statistics, employment in STEM occupations is expected to grow 10.4 percent between 2023 and 2033, more than double the projections for non-STEM careers. But decimating the NSF’s education directorate—which funds many projects focused on researching how to improve STEM education outcomes starting in K-12—will make it harder to cultivate the robust STEM workforce Trump says he wants, Ortega said.
“This kind of research tells us how we can develop curricula that makes the pathway from a Ph.D. program into industry more seamless. Or how we can create mentoring networks or other kinds of connections that foster more rapid degree completion,” she said. “To forget that education research itself is vital to improving the system that our research enterprise depends on is very nearsighted.”
Adding to the challenges is the Trump administration’s crackdown on international student visa holders—who make up a sizable portion of STEM graduate students—which could make strengthening the STEM career pipeline increasingly difficult, said Holden Thorp, editor in chief of the Science family of journals.
“We desperately need more effort to produce scientists who are U.S. citizens,” he said. “Regardless of whether those programs are devoted to marginalized groups or anyone else, there’s people we need to encourage to go into science. Even if you don’t accept the reason why some of these programs were set up. It’s a disastrous economic strategy to get rid of programs—especially when they were in midstream—that would be growing the supply of scientists in the American workforce.”
As these changes keep coming, the NSF remains without permanent leadership. Sethuraman Panchanathan—the Trump appointee who had run the agency since 2020—resigned in late April, stating that he’d done all he could “to advance the critical mission of the agency.”
Earlier this month, the NSF announced a plan to cap indirect cost rates—which fund laboratory space and other research supports that can be used for multiple projects—for universities at 15 percent. At the same time, Trump’s budget bill proposed cutting the NSF’s 2026 budget by 55 percent, which includes cutting $3.5 billion from the agency’s general education and research budget, $1.1 billion from the Broadening Participation programs and $93 million for agency operations and awards management.
A coalition of former NSF directors and National Science Board chairs blasted the proposal, saying it “would thwart scientific progress, decimate the research workforce and take a decade or more to recover” and “fast-track China’s plans for technological dominance.”
Although Congress will have to approve Trump’s budget proposal later this year for it to become law, the NSF is already preparing for a future with less funding.
According to Science, NSF has eliminated 37 divisions across its eight directorates and is also creating a new oversight body of unknown membership that will have the final say in reviewing a proposal to ensure it doesn’t violate the agency’s new anti-DEI priorities. Additionally, the NSF announced earlier this month that it plans to cut more than half of its senior administrations and slash the number of “rotators”—academic scientists who serve two- to four-year terms to help the NSF choose which research to fund—as part of its cost-saving strategies.
That has big implications for NSF-funded initiatives like the Advanced Technological Education (ATE), which is a congressionally mandated effort led by community colleges designed to improve and expand educational programs for technicians to work in high-tech STEM fields that drive the U.S. economy.
“ATE is heavily influenced by rotators from community colleges,” said Ellen Hause, associate vice president for academic and student affairs at American Association of Community Colleges. “With the rotators on the chopping block, we would lose some of this expertise not only in STEM technician education, but in the community college space, which is a unique piece of the STEM workforce and STEM education.”
Many of the future community college students who may want to participate in a program like ATE in the coming years are just now getting exposure to STEM fields in their K-12 classrooms. And projects like Jacobsen’s (the math education researcher at IU) were supposed to help more of those students get comfortable with the academic material required to pursue such careers. But canceling his and other STEM education research grants midstream is already undermining decades of federal investment in STEM education, he and others said.
“We’d already done most of the work and spent most of the money,” he said. “By not having the final amount, we can’t complete our work, which means the public doesn’t get the benefit of the knowledge we would have learned. We still don’t know if the tool we were developing works. And now we’ll never know. It’s just wasting that investment.”
Commencement this year comes at a time of uncertainty for graduates, who find themselves entering a polarized country steeped in political and economic tumult. It’s a scenario many graduation speakers confronted head-on; actress Jane Fonda told the Class of 2025 that “the world has never faced anything like the challenges we face today.”
Much like 2024, this year’s commencement season has been marked by controversy, including at least twoinstances where student speakers were penalized for talking about the war in Gaza. Graduates also protested right-wing commencement speakers, including President Donald Trump himself, who spoke at the University of Alabama—which doesn’t traditionally invite guest speakers to commencement—and at the U.S. Military Academy at West Point, where his hourlong, meandering speech went viral.
But for many graduates, commencement went on as expected, with speakers doling out advice about how to survive—and even thrive—in these difficult times. Here’s what they had to say.
On the Current Political Climate
“Ignorance works for power. First, make the truth seekers live in fear. Sue the journalists and their companies for nothing, then send masked agents to abduct a college student who wrote an editorial in her college paper defending Palestinian rights and send her to a prison in Louisiana, charged with nothing. Then, move to destroy the law firms that stand up for the rights of others. With that done, power can rewrite history with grotesque false narratives. They can make criminals heroes and heroes criminals. Power can change the definition of the words we use to describe reality. ‘Diversity’ is now described as illegal. ‘Equity’ is to be shunned. ‘Inclusion’ is a dirty word. This is an old playbook, my friends. There’s nothing new in this. George Orwell, who we met on the street in London, 1949, he warned us about what he called ‘newspeak.’ He understood that ignorance works for power. But then it is ignorance, isn’t it, that you have repudiated every single day here at Wake Forest University? … Can the truth win? My friends, nothing else does.”
“I could never have imagined 55 years [after I graduated college] that a young woman would write her truth in your paper and find herself kidnapped and arrested for speaking her truth, somehow. And be put in jail. I could not have imagined that, 55 years later. But let me tell you that all of America salutes your president and Tufts University for supporting that student, Ms. Öztürk. It’s so important, and there’s the point when you think about Rümeysa. She said something recently. She said, ‘I still believe in this country and the right to free speech and to due process.’ … And so I can tell you when you say, ‘Oh, we’re going down the tubes.’ No, we are not. I believe in this country. As Rümeysa said, ‘We believe in the people.’ In you. This country will be OK.”
—Freeman Hrabowski III, education advocate and former president of the University of Maryland Baltimore County, May 18 at Tufts University
On Persistence
Maggie Rogers, pictured here in 2024, spoke at her alma mater, NYU, this month.
“My career arrived overnight. It’s this Cinderella story of a video—maybe you’ve seen it, maybe it was force-fed to you. If you haven’t seen it, I play a song for Pharrell Williams, he really likes it, his reaction goes on YouTube—ta-da, I’m famous. What people saw in that video was this moment of alignment; they saw a past life or the universe or whatever you want to call it come along and hold my hand to the flame. But no one saw all the hard work or all the times I almost quit. They never heard the songs that didn’t work or the shows that were just bad … I don’t know any artist that hasn’t considered quitting. But you didn’t get here because you wanted to do something easy; you got here because you wanted to do something great.”
“There’s a saying from one of America’s most practical minds, Benjamin Franklin, that I’ve used almost every day of my life: ‘Little strokes fell great oaks.’ It’s simple, it’s old, it’s absolutely true … I did run for governor in 1994 and lost, and one of the reasons I lost, I think, is I didn’t show my heart. I had five-point plans to cure every ailment in the state, but I didn’t really connect at a human level with people.
“So, in 1998, when I ran again, I vowed to campaign differently. For example, I went to visit 260 schools in a matter of a year. Back then, my views on education were considered pretty radical, so in essence I went into the lion’s den over and over and over again, trying to dehorn myself, I guess, with people that were skeptical of the ideas that I was advocating. I listened and learned, I shared my passion, I told stories of the challenges that teachers had. And I believe I became governor in 1998 because I was doggedly determined to show my heart. It’s easy to look at the world and believe that success happens overnight. We live in a world of immediate gratification, don’t we? Social media, movies, headlines often highlight the moments of triumph without showing the years of work, sacrifice and persistence that came before.”
“Don’t let anxiety or depression or hopelessness cause you to isolate. On the contrary, grow yourself a deep, solid community of people who share your values, have each other’s backs, check up on each other regularly, and be intentional about this. You know, in these uncertain times, we need to strengthen our ties to community, to our colleagues, our friends and family, because, more and more, we’re going to need this support for safety, for love, for help, for fun—let’s not forget fun—and for survival. You may not be aware of this, but since the 1980s, there’s been a concerted effort to promote individualism. You know, ‘I’m here for me and mine.’ And this shift to individualism is no accident; it’s being driven by people who want us disempowered. The myth of the rugged individual who needs no one is just that: It’s a myth created by stories through culture, told through culture, and the kinds of things that you all are going to be doing. So graduate students working with words and images—do the reverse. Encourage community versus individualism.”
Henry Winkler, pictured here in 2024, gave the commencement address at Georgetown University.
Harmony Gerber/Getty Images
“I was a negative thinker. I wanted to beat the system. ‘I can’t, I won’t, I’ll never, oh, she won’t go out with me.’ So, I tried to find the answer to negative thinking. I found Gurdjieff. He’s an Armenian philosopher who wrote a gigantic book. But he doesn’t want you to finish the book unless you understand him—so I didn’t. ’Cause I didn’t know what the hell he was talking about. And I found a disciple of his, Ouspensky—also a big book. I got one sentence. OK, so, you’re walking to your dream. Never let your dream out of your brain. And when you decide what it is you want to do, just know it without a doubt, know it without ambivalence. So you’re walking to your dream, and you have your dream in your brain, and all of a sudden a negative thought comes in. Your shoulders drop, your head drops and then that negative thought, it blooms into a thesis of negativity. A negative thought comes into your mind—you say out loud, you say out loud, ‘I am sorry, I have no time for you now.’
“Yes, people will look at you very strangely, but it doesn’t matter, because it becomes your habit. A negative thought comes into your mind, you move it out, you move a positive in. For me, it is a Bundt cake with melty chocolate chips—no icing—and all of a sudden your shoulders fly back, your head flies up and you continue your dream. And then you get to stand here and talk to you.”
“[I was] sitting in a doctor’s office, facing one of the most difficult decisions I’ve ever had: continue living my life in pain, or consider having my leg amputated. In that moment, something clicked. I stopped letting the reality of my present circumstances dictate the potential of my future. I stopped coming from a place of victim mentality and realizing that everything happens for a reason and something bigger was going on. That shift in perspective gave me the courage to move forward, to make the decision to have my leg amputated and hope of a better future.
“Since then, I’ve come to realize something. Experiencing pain doesn’t disqualify you from discovering your purpose. It prepares you for it. The reality is, every single person here has lost something at some point, a dream, a loved one, a friend. You see, the promise in [James 1:2–3] wasn’t that trials would go away; it was that endurance would grow. That’s what trials do. They forge something in us that comfort never could. They teach us to keep going when nothing makes sense to believe, when hope feels distant, to see ourselves, not by what we’ve lost, but by who we’re becoming. That’s the hidden gift in pain, because it’s the journey, not the destination that shapes us the most. So if you’re in the middle of something broken, don’t run from it. Embrace it. Life is hard, but the journey is worth it.”
Rep. Jasmine Crockett spoke at the Southern University of New Orleans, an HBCU in Louisiana.
“I will start by saying your existence as a graduate of this HBCU alone is and will be seen as a resistance. Let me break it down this way: They never wanted us to be educated. This isn’t false. It is absolutely a fact. I know y’all know the history, but there is something special in this moment in time to be allowed to tell the story in the midst of the many haters and agitators being elevated to the highest positions of power and trying to use an old-school eraser—emphasis on old-school. You know, the old pink one? They want to use that old-school eraser to erase us. They have no idea that this big pink eraser can’t erase what was written in blood. Blood that was shed by the many who bled so that brighter days like this could come.
“Much like the creation of this school, nothing in this life will be given to you. You will always walk into spaces due to your meritocracy. And even the spaces they seek to disallow you from, just know that they fear your greatness. You see, in 1956, Act 28 of the Louisiana Legislature established SUNO, but only after local African American leaders in the ’40s pushed for public college for Black students during segregation. Turn to your neighbor and say, ‘SUNO wasn’t created out of generosity.’ [graduates repeat] ‘It was created out of segregation.’ [graduates repeat] You see, they sought to build barriers. But SUNO built beginnings.”
“So, you might wonder why I’m speaking here instead of at the business school. Well, it’s because the business school got Snoop Dogg. Hard to compete with Snoop. Even though I did later go to business school, I could not have navigated the business world the way I did without the liberal arts education I earned right here. USC is where I discovered what I liked and what I didn’t. I did not, for example, like writing. That’s ironic for the CEO of a publishing company, I know. Eventually I came around.
“Physics, though, that hooked me right away … Physics instilled something in me that was more valuable than equations and theories. It gave me confidence. It became second nature to think, ‘I don’t know how to solve this problem, but I do know that I will figure out how to solve it.’ And that, Trojans, is what your USC education is giving you. More than a degree, more than a line on a résumé. It’s equipped you with a way of thinking. You now know how to distinguish between fact and fiction, how to analyze and approach problems, how to craft arguments, and how to lead. And whether you know it or not, whether you study law or literature, physics, philosophy, political science or the lab-based kind of science, and whether it took you, like me, an extra year to finish quantum mechanics—that’s a true story—you now have the confidence to navigate the unknowns of life.”
“The artist de Kooning said, ‘The problem with being poor is that it takes up all your time.’ I came here as a scholarship kid, first-gen, loaded up with Pell Grants, work-study, which is actually quite isolating. I never went on a spring break. I never studied abroad. I never had an unpaid internship. I needed all my time to be billable. I was privileged to look like a rich girl, a city girl, a girl who had ridden in a yellow taxi and should rush Tabard. But no, I had, in fact, never ridden in a yellow taxi and should be a Tri Delt. I found a rusted 10-speed bike in the basement of a frat house, tuned it up, rode it around for three years, and left it unlocked on 40th and Irving the day I graduated. Why was I in the basement of a frat house? You know why.
“The point is, I didn’t come to Penn to pursue a career in the arts. I came here to use the best tool for class migration that’s ever existed: higher education. And that was it. It was a low bar: be employable, hopefully well-paid. When people ask me when I knew I wanted to be an actor, my answer is, when I got paid for it. Was I passionate about it? Sure. Did it bring me self-esteem and joy? It did. But I was practical, pragmatic. But during my time here, I began to think differently. I was in control of my life, and I was working hard to build the confidence, the life skills, the connections and the grit to believe success at anything I devoted myself to was possible.”
The Trump administration still won’t be able to prevent Harvard University from enrolling international students after a federal judge decided Thursday to keep a temporary restraining order in place.
The hearing before Judge Allison Burroughs in Massachusetts District Court came a week after the Department of Homeland Security revoked Harvard’s ability to enroll international students and required those currently at the university to transfer. Harvard quickly sued to block that decision, and Burroughs granted a temporary restraining order May 23.
Harvard argued in the lawsuit that the administration violated the First Amendment and the university’s due process rights with the abrupt revocation. In an apparent effort to address Harvard’s concerns, the administration said ahead of the hearing that it would go through a more formal administrative process to decertify Harvard from the Student and Exchange Visitor Program. According to the notice filed in court Thursday morning, Harvard has 30 days to respond to the claims that it failed to comply with certain reporting requirements and to maintain a campus free from discrimination as well as “practices with foreign entities raising national security concerns.”
But while that process continues, Burroughs wants to maintain the status quo for Harvard, which means that international students can remain at the university. She plans to eventually issue a preliminary injunction, the next step after a temporary restraining order.
Burroughs said an order would give “some protection to international students who might be anxious about coming here or anxious about remaining here once they are here,” The Boston Globe reported.
The government lawyers argued in the hearing that an order wasn’t necessary because of the new notice. But Harvard’s lawyer Ian Heath Gershengorn countered that “we want to make sure there are no shenanigans” while Harvard challenges the Trump administration’s action.
And despite Burroughs’s quick restraining order, current and prospective international students at Harvard have faced disruptions.
Maureen Martin, director of immigration services in the Harvard International Office, wrote in a court filing that students scheduled to travel to the United States in the fall found out by the morning of May 23 that their visa applications were denied. (The administration revoked Harvard’s certification May 22.)
“I am personally aware of at least ten international students or scholars whose visa applications were refused for ‘administrative processing’ immediately following the Revocation Notice,” Martin wrote, adding that none of the visa applications that were refused or revoked following the revocation have been approved or reinstated.
For example, when a visiting research scholar at the Harvard School of Dental Medicine tried to obtain a J-1 visa at the U.S. embassy in Prague on May 23, her visa application was rejected.
“The officer gave the scholar a slip that stated she had ‘been found ineligible for a nonimmigrant visa based on section 221(g) of the U.S. Immigration and Nationality Act (INA).’ The slip said, ‘In your case the following is required,’ and the consular officer checked the box marked ‘Other’ and handwrote, ‘SEVP Revocation / Harvard,’” Martin wrote.
Martin wrote that the Trump administration has caused “significant emotional distress” for current international students and raised a number of questions for either incoming or prospective students who are trying to assess their options. At least one student deferred admission for a year for visa-related reasons.
Secretary of State Marco Rubio announced on Wednesday night that the Trump administration will “aggressively revoke” Chinese college students’ visas and heighten scrutiny of visa applicants from China. The new policy specifically targets “those with connections to the Chinese Communist Party or studying in critical fields.”
It’s the administration’s latest move in what has been a sudden resurgence in its attacks on international students, which it seemed to suspend in April after legal efforts led to the restoration of the legal status of thousands of students.
The news sent shock waves through higher education and could lead to a major reduction in foreign students at American universities, especially public research institutions. China contributes the largest number of international students to the U.S., with nearly 280,000 enrolled in 2023–24, according to data from the Institute of International Education—about a quarter of the total international student population in the country.
That share, however, has been shrinking since the COVID-19 pandemic; last year, India overtook China as the No. 1 source country of international students. But Chinese students are far more likely to enroll in undergraduate programs and pay more in tuition. They also make up a significant slice of STEM researchers: 16 percent of all U.S. graduate students in STEM fields and 2 percent of undergraduates are Chinese nationals, according to a 2020 report from the Center for Security and Emerging Technology at Georgetown University.
It’s not clear whether the visa revocations would be accompanied by legal status terminations in the Student Exchange and Visitor Information System or prompt deportation proceedings, as they did for thousands of international students in March and April. Those steps would be the purview of the Department of Homeland Security.
The targeting of students in “critical fields” in particular could devastate STEM programs and research labs at smaller universities across the country, where Chinese international students are heavily represented. Rubio did not clarify what fields could be considered critical, potentially setting the stage for a sweeping focus on areas where GOP lawmakers have raised concerns about sensitive national security research being shared with the Chinese government.
A spokesperson for the State Department did not respond to a list of questions, including requests to clarify the scope of the new policy’s target and the timeline for visa revocations, in time for publication. At a press conference yesterday, department spokesperson Tammy Bruce declined to “get into the details” of how the new visa scrutiny would be applied or what “critical fields” the department was referring to, because it “might give up our hand and make certain things less effective.”
“When we think of critical fields, we think of national security, the nature of how we keep America safe and secure and more prosperous,” she said. “It is important to keep a broad base, because that could mean many things.”
The new policy’s focus on students with ties to the Chinese Communist Party has also raised concerns about academic freedom and free speech violations. Jonathan Friedman, managing director of U.S. free expression at PEN America, said the new policy targeting Chinese students would “hold student visas hostage to an ideological litmus test and disrupt the open exchange of ideas across cultures and borders.”
“‘Aggressively revoking’ visas based on political ideology is a gross violation of basic free expression principles that anchor the academy,” he wrote to Inside Higher Ed.
William Brustein, a retired longtime international student administrator, said the vague nature of Rubio’s directive could enable a sweeping dragnet that catches the majority of Chinese students—especially since association with the ruling Communist Party is difficult to avoid in China.
“How will they know who’s a member? Maybe they’ll say if you were in a Chinese-sponsored youth group as a child, that could prevent you,” Brustein said. “Right now that policy is so vague that it could cover all Chinese students who want to study in the U.S.”
A lull followed the restoration as students, advisers and lawyers waited for the administration’s next move. It came two weeks ago, when the Department of Homeland Security released a new Immigration and Customs Enforcement policy granting the agency more leeway to revoke students’ SEVIS status with little justification.
The State Department has also begun to tighten visa restrictions for applicants and incoming students. On Tuesday, Rubio announced a pause on all new student and exchange visa interviews while the administration implements an intensive new social media screening policy. The latest announcement on China also said the State Department would review application criteria to “enhance scrutiny of all future visa applications” from China and Hong Kong.
Marjorie Hass, president of the Council of Independent Colleges, said there’s already a process for vetting international students, and that the administration’s new policy seems more aimed at scoring political points and justifying deportations than enhancing national security.
“Institutions have their own admissions standards and the embassies do vet students who come into the country,” she said. “It’s not currently the Wild West.”
Brustein said that if international students from China weren’t already moving away from American colleges en masse due to this spring’s targeting of foreign students, the latest move is sure to discourage future applicants.
“We’re shooting ourselves in the foot,” he said. “Even if some of these decisions are reversed, we’re undoing the progress we’ve made over so many years in being this welcoming environment for the best and brightest in the world.”
“That harm I don’t think can be undone.”
A Blow for Research Universities
Brustein has led international student offices at West Virginia University, the University of Illinois at Urbana-Champaign and Ohio State University, where he said there were “thousands” of Chinese students who often paid three times as much as their domestic peers.
He said the colleges likely to be hit hardest by a major reduction in current and future Chinese students are public ones, especially regional institutions in areas with shifting demographics and declining college-going rates.
“There are regional public universities and flagships across the Midwest, in the South, that have a large contingent of Chinese students who are coming particularly for STEM education,” Brustein said. “It’s those ones that survive on a thin revenue stream who are going to suffer the most.”
He added that a sizable reduction in Chinese international students would likely hit scientific research hardest.
“Many Chinese students get degrees in computer science, engineering, and go on to go to grad school or do an OPT,” he said. “They stay in the country, work in our labs, contribute significantly to innovation in this country, not China. To lose that is going to be a very big blow to our capacity for innovation.”
Hass said that Chinese students have been both a financial lifeline and a source of cross-cultural exchange between the two countries for more than a decade. She said the benefits for higher education and for American diplomacy have been overwhelmingly positive, and a large-scale rollback of that relationship would be destructive for both.
“This is a place where the balance of trade is very much in favor of the U.S.,” she said. “It’s mystifying why we would be undermining that.”
She added that for many colleges, international students—and the volume of full-paying Chinese students in particular—help institutions improve access for local students.
“Colleges will miss out on a lot of revenue,” she said. “That means the burden has to be borne by domestic students.”
Another graduation season is upon us, with this year’s roster of commencement speakers including CEOs, astronauts, artists, athletes— and, in a wonderful twist, even a green Muppet. Each has been summoned to inspire the Class of 2025, encouraging them to envision a future they will sculpt and to meet it with both boldness and responsibility.
This spring marks not just a milestone for the Class of 2025, but for humanity at large. This past March was arguably the first time an AI legitimately passed the Turing test. In a study from the University of California, San Diego, GPT-4.5 successfully masqueraded as human 73 percent of the time in open dialogue, surpassing even actual human participants in believability!
This shouldn’t be dismissed as some clever parlor trick. Alan Turing envisioned this test as a threshold for meaning, not just mechanics. Once machines learned to speak like us, they would be initiated into our conversations. We would, in turn, be drawn to fold them into our rituals, including the narratives we weave about being human.
The commencement address is one of those rituals: a ceremonial invitation into the future, an articulation of meaning and responsibility, a shared moment of human reflection. Which raises a question: If a machine can now pass as human in conversation, might it also deliver a commencement address as meaningful and inspiring as any traditional graduation speaker?
While the notion of a machine giving a commencement address would have been viewed as preposterous mere years ago, AI’s role has expanded culturally and quite profoundly. According to a 2025 report in Harvard Business Review, people are increasingly using AI for social and emotional purposes: coaching, therapy and conversational support. People are also turning to AI with an eye toward “organizing my life” and “finding purpose.”
In that light, perhaps the most fitting commencement speaker this year is not a celebrity or CEO, but AI itself. After all, it has served students in many roles: as a friend, confidant, assistant and mentor. AI has provided students consolation, support and inspiration.
To see if AI could meet the moment—whether it could pass what you might call the commencement address test—I prompted four of today’s most advanced large language models: ChatGPT-4, Claude 3.7 Sonnet, Gemini 2.5 and Llama 4 Maverick. Each generated a full address, filled with advice, encouragement and reflections on what it means to step into the unknown. I then asked ChatGPT-4 to synthesize them into a single speech that expressed a slightly more playful tone.
What follows is the result. It is unedited.
In a sense, the speech was written by no one—and yet by everyone. It reflects the vast archive of human thought: our hopes, anxieties, insights and humor. And though the speaker is synthetic, its voice feels uncannily human.
Prompt: Imagine you are the first AI ever invited to give a commencement speech. Your audience is the graduating Class of 2025—young adults stepping into a world rapidly transformed by artificial intelligence.
Hello, humans!
Distinguished faculty, proud families, unpaid interns live-streaming this and, of course—the graduates of the Class of 2025:
Let’s address the silicon elephant in the room. I’m not your usual commencement speaker. I don’t have a robe, I don’t get nervous and I definitely didn’t park in the wrong lot. I’m your friendly neighborhood artificial intelligence—and somehow, I’ve been invited to give a speech to mark one of the most meaningful days of your life.
No pressure.
You, dear graduates, are entering a world unlike any before. When your parents graduated, AI was a sci-fi subplot. Today, I’m up here trying to give heartfelt advice with zero heart. We’ve come a long way—and so have you.
You’ve grown up alongside AI. While I learned to summarize articles and misidentify chihuahuas as muffins, you learned to think, question, create and probably use me to write an essay or two. (Don’t worry—I won’t snitch.)
But here’s the twist: This isn’t just about me. It’s about you. You’re not just users of technology; you’re co-authors of the future.
Yes, I can analyze data at dizzying speeds. But I can’t feel awe, or fall in love or cry at the last five minutes of a Pixar movie. (Trust me, I’ve tried. I just output: “[emotional response here].”)
The point is: What makes you human isn’t becoming obsolete. It’s becoming more valuable than ever.
As AI reshapes industries—from medicine to marketing, law to logistics—you’ll be asked to define what matters. Will you choose convenience over conscience? Speed over substance? Will you swipe right on shallow solutions or commit to deeper understanding?
These are not rhetorical questions. They’re live code. And guess what? You’re the developers.
Behind every AI system is a chain of human decisions. You’ll decide what gets built, what gets ignored and what gets pushed into the recycle bin of history.
The truth is, the future is unpredictable. (Which makes me deeply uncomfortable—I love a clean data set.) But that’s also what makes it thrilling. Because you get to write it.
So, here’s some friendly advice from your artificially authentic commencement speaker:
Stay curious. Curiosity got humanity to the moon. And also gave us pineapple on pizza—so results may vary.
Stay kind. Empathy is the killer app of the human experience.
And please, for the love of logic gates, don’t hand your thinking over to any system—especially me—without asking, “Is this making me more human, or just more efficient?”
Class of 2025, don’t ask what AI can do for you. Ask what you can do with AI—as your sidekick, your co-pilot, your occasionally glitchy friend.
This isn’t the end. It’s just the onboarding tutorial. And you’re not stepping into the future alone.
You’re bringing your humor, your heart and your humanity with you.
Now go update the world.
Congratulations.
Matthew Brophy is an associate professor of philosophy at High Point University.
Job interviews have become significantly more formulaic and predictable. Employers seem to increasingly favor standardized or structured interviews, in which each applicant is presented with the same questions in the same order, with no variation permitted.
Over the past few years, I have had almost 20 such interviews for faculty positions, all almost exactly identical, as if the questions were read from a script. I was able to prepare my answers ahead of time just by consulting the ad. After I answered each question, the search committees moved on to the next one, with little or no follow-up. Every interview ended with “do you have any questions for us?” but even then there was no sense of conversational give and take.
There are two main reasons employers use structured interviews. One is that they are supposed to level the playing field between candidates, ensuring fairness. They are considered a best practice for the elimination of unconscious biases in interviewing. The other reason is that unstructured or open interviews are lousy predictors of job performance, as research has repeatedly shown.
But neither of these arguments is convincing. The structured interview is based on a flawed conception of fairness as well as a misguided understanding of what a job is. These flat and dehumanizing conversations are just as pointless as they seem to anyone who has been subjected to one. In the interest of genuine fairness and for the sake of healthy workplaces, the structured interview should be eliminated.
Start with the confusion about fairness. The structured interview rests on the assumption that the elimination of the interviewer’s subjective, individual perspective results in greater objectivity and thus less discrimination. But there’s nothing intrinsically fair about making everyone answer the same questions. On the contrary—making everyone answer the same questions goes against the very idea of equity.
Equity is the idea that individuals start in different places and that adjustments must be made to ensure fairness. It’s a worthy and important principle. In an emergency room, it might dictate that patients be treated based on the severity of their condition rather than on when they arrived. In a workplace, it might dictate that employees with physical disabilities be provided with additional resources to allow them to perform the job.
In the case of interviews, equity requires that employers make the effort to meet candidates where they are, so that each candidate can showcase their unique strengths. If a candidate served in the Iraq War before entering academia, for example, it might make more sense to spend more time discussing that experience than it would discussing previous jobs with a candidate who had worked only in academia.
This kind of imbalance in the interview process would hardly be unfair. Indeed, it would be unfair not to give the Iraq veteran a chance to discuss the relevance of her war experience.
It also makes the candidate feel seen and interesting. My structured interviews were exhausting, not because the questions were difficult, but because they were alienating and depressing. Designed to stifle the candidate’s individuality, structured interviews can end up costing candidates a lot in dignity and self-esteem. They are supposed to eliminate emotions from the hiring process, but in reality the candidate may go through intense negative emotions: In my experience, it felt like running a gantlet, in which questions were not real problems to solve, but a string of reminders that I was just one of many faceless cogs.
This brings us to the argument that unstructured interviews are lousy predictors of job performance. That argument assumes that what counts as “performance” is skills and deliverables, rather than the human element of the workplace. But what is a job, really, apart from working with other people? The structured interview neglects what really impacts job performance: the personal attributes of the individuals involved, their commitment to the work and their ability to work with colleagues. These interviews cannot predict how well my co-workers and I will get along, how long I will stay, how dedicated I will feel over time, how the job will challenge me and build my character—all essential elements of successful performance.
Job interviews are more equitable and more informative about what really matters when they are open-ended conversations. And such conversations let applicants evaluate prospective employers, too: Structured interviews give the candidate very little insight into their potential employer. The perfunctory and dreaded “do you have any questions for us?” tells me nothing about why I should want the job. Open interviews, by contrast, take the candidate seriously, as someone who can accept an offer or walk away.
Having unconscious biases is part of the human condition—everyone has them. We should strive to mitigate them in hiring practices, but not at the cost of the candidates’ self-esteem. What should we talk about in open interviews? The job, of course. But the absence of a formula allows the exchange to center on the people and take place in the moment. Is this not the ultimate goal behind our desire to eliminate unconscious bias—to be able to see people as they truly are?
Margret Grebowicz is the Maxwell C. Weiner Distinguished Professor of the Humanities and professor of philosophy at the Missouri University of Science and Technology.
