Companies haven’t stopped hiring, but they’re more cautious, according to the 2025 College Hiring Outlook Report

Source: – By Murugan Anandarajan, Professor of Decision Sciences and Management Information Systems, Drexel University

Recent college grads face a tough job market in 2025, but employers are still hiring. sturti/E+ via Getty Images

Every year, I tell my students in my business analytics class the same thing: “Don’t just apply for a job. Audition for it.”

This advice seems particularly relevant this year. In today’s turbulent economy, companies are still hiring, but they’re doing it a bit more carefully. More places are offering candidates short-term work experiences like internships and co-op programs in order to evaluate them before making them full-time offers.

This is just one of the findings of the 2025 College Hiring Outlook Report. This annual report tracks trends in the job market and offers valuable insights for both job seekers and employers. It is based on a national survey conducted in September 2024, with responses from 1,322 employers spanning all major industries and company sizes, from small firms to large enterprises. The survey looks at employer perspectives on entry-level hiring trends, skills demand and talent development strategies.

I am a professor of information systems at Drexel University’s LeBow College of Business in Philadelphia, and I co-authored this report along with a team of colleagues at the Center for Career Readiness.

Here’s what we found:

Employers are rethinking talent pipelines

Only 21% of the 1,322 employers we surveyed rated the current college hiring market as “excellent” or “very good,” which is a dramatic drop from 61% in 2023. This indicates that companies are becoming increasingly cautious about how they recruit and select new talent.

While confidence in full-time hiring has declined, employers are not stepping away from hiring altogether. Instead, they’re shifting to paid and unpaid internships, co-ops and contract-to-hire roles as a less risky route to identify talent and “de-risk” full-time hiring.

Employers we surveyed described internships as a cost-effective talent pipeline, and 70% told us they plan to maintain or increase their co-op and intern hiring in 2025. At a time when many companies are tightening their belts, hiring someone who’s already proved themselves saves on onboarding reduces turnover and minimizes potentially costly mishires.

For job seekers, this makes every internship or short-term role more than a foot in the door. It’s an extended audition. Even with the general market looking unstable, interest in co-op and internship programs appears steady, especially among recent graduates facing fewer full-time opportunities.

These programs aren’t just about trying out a job. They let employers see if a candidate shows initiative, good judgment and the ability to work well on a team, which we found are traits employers value even more than technical skills.

What employers want

We found that employers increasingly prioritize self-management skills like adaptability, ethical reasoning and communication over technical skills such as digital literacy and cybersecurity. Employers are paying attention to how candidates behave during internships, how they take feedback, and whether they bring the mindset needed to grow with the company.

This reflects what I have observed in classrooms and in conversations with hiring managers: Credentials matter, but what truly sets candidates apart is how they present themselves and what they contribute to a company.

Based on co-op and internship data we’ve collected at Drexel, however, many students continue to believe that technical proficiency is the key to getting a job.

In my opinion, this disconnect reveals a critical gap in expectations: While students focus on hard skills to differentiate themselves, employers are looking for the human skills that indicate long-term potential, resilience and professionalism. This is especially true in the face of economic uncertainty and the ambiguous, fast-changing nature of today’s workplace.

Technology is changing how hiring happens

Employers also told us that artificial intelligence is now central to how both applicants and employers navigate the hiring process.

Some companies are increasingly using AI-powered platforms to transform their hiring processes. For example, Children’s Hospital of Philadelphia uses platforms like HireVue to conduct asynchronous video interviews. HR-focused firms like Phenom and JJ Staffing Services also leverage technologies such as AI-based resume ranking, automated interview scheduling and one-way video assessments.

Not only do these tools speed up the hiring process, but they also reshape how employers and candidates interact. In our survey, large employers said they are increasingly relying on AI tools like resume screeners and one-way video interviews to manage large numbers of job applicants. As a result, the candidate’s presence, clarity in communication and authenticity are being evaluated even before a human recruiter becomes involved.

At the same time, job seekers are using generative AI tools to write cover letters, practice interviews or reformat resumes. These tools can help with preparation, but overreliance on them can backfire. Employers want authenticity, and many employers we surveyed mentioned they notice when applications seem overly robotic.

In my experience as a professor, the key is teaching students to use AI to enhance their effort and not replace it. I encourage them to leverage AI tools but always emphasize that the final output and the impression it makes should reflect their own thinking and professionalism. The bottom line is that hiring is still a human decision, and the personal impression you make matters.

This isn’t just about new grads

While our research focuses on early-career hiring, these findings apply to other audiences as well, such as career changers, returning professionals and even mid-career workers. These workers are increasingly being evaluated on their adaptability, behavior and collaborative ability – not just their experience.

Many companies now offer project-based assignments and trial roles that let them evaluate performance before making a permanent hire.

At the same time, employers are investing in internal reskilling and upskilling programs. Reskilling refers to training workers for entirely new roles, often in response to job changes or automation, while upskilling means helping employees deepen their current skills to stay effective and advance in their existing roles. Our report indicates that approximately 88% of large companies now offer structured upskilling and reskilling programs. For job seekers and workers alike, staying competitive means taking the initiative and demonstrating a commitment to learning and growth.

Show up early, and show up well

So what can students, or anyone entering or reentering the workforce, do to prepare?

  • Start early. Don’t wait until senior year. First- and second-year internships are growing in importance.

  • Sharpen your soft skills. Communication, time management, problem-solving and ethical behavior are top priorities for employers.

  • Understand where work is happening. Over 50% of entry-level jobs are fully in-person. Only 4% are fully remote. Show up ready to engage.

  • Use AI strategically. It’s a useful tool for research and practice, not a shortcut to connection or clarity.

  • Stay curious. Most large employers now offer reskilling or upskilling opportunities – and they expect employees to take initiative.

One of the clearest takeaways from this year’s report is that hiring is no longer a one-time decision. It’s a performance process that often begins before an interview is even scheduled.

Whether you’re still in school, transitioning in your career or returning to the workforce after a break, the same principle applies: Every opportunity is an audition. Treat it like one.

The Conversation

Murugan Anandarajan does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Companies haven’t stopped hiring, but they’re more cautious, according to the 2025 College Hiring Outlook Report – https://theconversation.com/companies-havent-stopped-hiring-but-theyre-more-cautious-according-to-the-2025-college-hiring-outlook-report-257870

Trump administration’s conflicting messages on Chinese student visas reflect complex US-China relations

Source: – By Meredith Oyen, Associate Professor of History and Asian Studies, University of Maryland, Baltimore County

The U.S. announced plans to scrutinize and revoke student visas for students with ties to the Chinese Communist Party or whose studies are in critical fields, but appears to have reconsidered. The decision and apparent about-face could have a wide-ranging impact on both nations. LAW Ho Ming/Getty Images

President Donald Trump appears to have walked back plans for the U.S. State Department to scrutinize and revoke visas for Chinese students studying in the country.

On June 11, 2025, Trump posted on his social media platform TruthSocial that visas for Chinese students would continue and that they are welcome in the United States, as their presence “has always been good with me!”

The announcement came weeks after Secretary of State Marco Rubio announced that his department would begin scrutinizing and revoking student visas for Chinese nationals with ties to the Chinese Communist Party, or whose studies are in critical fields.

The contradictory moves have led to confusion among Chinese students attending college or considering studying in the United States.

Over time, Chinese nationals have faced barriers to studying in the U.S. As a scholar who studies relations between the two nations, I argue that efforts to ban Chinese students in the United States are not unprecedented, and historically they have come with consequences.

Student visas under fire

Two students sit side by side studying in a library.
The Trump administration laid out the terms for revoking or denying student visas to Chinese nationals but then backtracked.
STAP/Getty Images

Since the late 1970s, millions of Chinese students have been granted visas to study at American universities. That total includes approximately 277,000 who studied in the United States in the 2023-2024 academic year.

It is difficult to determine how many of these students would have been affected by a ban on visas for individuals with Chinese Community Party affiliations or in critical fields.

Approximately 40% of all new members of the Chinese Communist Party each year are drawn from China’s student population. And many universities in China have party connections or charters that emphasize party loyalty.

The “critical fields” at risk were not defined. A majority of Chinese students in the U.S. are enrolled in math, technology, science and engineering fields.

A long history

A student holding chalks writes Mandarin text on a blackboard.
Since the late 1970s, the number of Chinese students attending college in the U.S. has increased dramatically.
Kenishiroite/Getty Images

Yung Wing became the first Chinese student to graduate from a U.S. university in 1852.

Since then, millions of Chinese students have come to the United States to study, supported by programs such as the “Chinese Educational Mission,” Boxer Indemnity Fund scholarships and the Fulbright Program.

The Institute for International Education in New York estimated the economic impact of Chinese students in the U.S. at over US$14 billion a year. Chinese students tend to pay full tuition to their universities. At the graduate level, they perform vital roles in labs and classrooms. Just under half of all Chinese students attending college in the U.S. are graduate students.

However, there is a long history of equating Chinese migrants as invaders, spies or risks to national security.

After the outbreak of the Korean War in 1950, the U.S. Department of Justice began to prevent Chinese scholars and students in STEM fields – science, technology, engineering and math – from returning to China by stopping them at U.S. ports of entry and exit. They could be pulled aside when trying to board a flight or ship and their tickets canceled.

In one infamous case, Chinese rocket scientist Qian Xuesen was arrested, harassed, ordered deported and prevented from leaving over five years from 1950 to 1955. In 1955, the United States and China began ambassadorial-level talks to negotiate repatriations from either country. After his experience, Qian became a much-lauded supporter of the Communist government and played an important role in the development of Chinese transcontinental missile technology.

During the 1950s, the U.S. Department of Justice raided Chinatown organizations looking for Chinese migrants who arrived under false names during the Chinese Exclusion Era, a period from the 1880s to 1940s when the U.S. government placed tight restrictions on Chinese immigration into the country. A primary justification for the tactics was fear that the Chinese in the U.S. would spy for their home country.

Between 1949 and 1979, the U.S and China did not have normal diplomatic relations. The two nations recognized each other and exchanged ambassadors starting in January 1979. In the more than four decades since, the number of Chinese students in the U.S. has increased dramatically.

Anti-Chinese discrimination

The idea of an outright ban on Chinese student visas has raised concerns about increased targeting of Chinese in the U.S. for harassment.

In 1999, Taiwanese-American scientist Wen Ho Lee was arrested on suspicion of using his position at Los Alamos National Laboratory in New Mexico to spy for China. Lee remained imprisoned in solitary confinement for 278 days before he was released without a conviction.

In 2018, during the first Trump administration, the Department of Justice launched its China Initiative. In its effort to weed out industrial, technological and corporate espionage, the initiative targeted many ethnic Chinese researchers and had a chilling effect on continued exchanges, but it secured no convictions for wrongdoing.

Trump again expressed concerns last year that undocumented migrants from China might be coming to the United States to spy or “build an army.”

The repeated search for spies among Chinese migrants and residents in the U.S. has created an atmosphere of fear for Chinese American communities.

Broader foreign policy context

two puzzle pieces — one representing the United States flag and the other the Chinese flag — stand separated against a neutral background
An atmosphere of suspicion has altered the climate for Chinese international students.
J Studios/Getty Images

The U.S. plan to revoke visas for students studying in the U.S. and the Chinese response is being formed amid contentious debates over trade.

Chinese Ministry of Foreign Affairs spokesperson Lin Jian accused the U.S. of violating an agreement on tariff reduction the two sides discussed in Geneva in May, citing the visa issues as one example.

Trump has also complained that the Chinese violated agreements between the countries, and some reports suggest that the announcement on student visas was a negotiating tactic to change the Chinese stance on the export of rare earth minerals.

When Trump announced his trade deal with China on June 11, he added a statement welcoming Chinese students.

However, past practice shows that the atmosphere of uncertainty and suspicion may have already damaged the climate for Chinese international students, and at least some degree of increased scrutiny of student visas will likely continue regardless.

The Conversation

Meredith Oyen does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Trump administration’s conflicting messages on Chinese student visas reflect complex US-China relations – https://theconversation.com/trump-administrations-conflicting-messages-on-chinese-student-visas-reflect-complex-us-china-relations-258351

Diversifying the special education teacher workforce could benefit US schools

Source: – By Elizabeth Bettini, Assistant Professor of Special Education, Boston University

The demographics of the special education teacher workforce have remained static, but the student population these educators serve is becoming more diverse. Courtney Hale/E+ via Getty Images

Teachers of color positively impact all students, including students of color with disabilities. Yet, the special education teacher workforce is overwhelmingly white.

In our recent research, we found that special education teacher demographics are not keeping pace with changes in the student population.

In 2012, about 80% of U.S. public school teachers were white, including about 80% of special education teachers, while less than 20% were teachers of color. By contrast, in the same year, students of color constituted 47% of those diagnosed with disabilities.

In our recent study, we examined whether these numbers have changed. Analyzing multiple national datasets on the teacher workforce, we found the proportion of special education teachers of color has been static, even as the student population is rapidly becoming more diverse.

So, the special education teacher workforce is actually becoming less representative of the student population over time. Specifically, in 2012, 16.5% of special education teachers were people of color, compared with 17.1% in 2021. In that same span, the share of students with disabilities who are students of color rose from 47.3% in 2012 to 53.9% in 2021.

In fact, for the special education teacher workforce to become representative of the student population, U.S. schools would need to triple the number of special education teachers of color.

As scholars who study teacher recruitment and retention and teacher working conditions, we are concerned that this disparity will affect the quality of education students receive.

Why does a diverse teacher workforce matter?

A Black teacher stands before rows of students sitting at desks.
Without more support from the government, the U.S. teacher workforce is likely to remain predominantly white.
gradyreese/iStock via Getty Images

For children of color, the research is clear: Teachers of color are, on average, more effective than white teachers in providing positive educational experiences and outcomes for students of color, including students of color with disabilities.

One study found that low-income Black male students who had one Black teacher in third, fourth or fifth grade were 39% less likely to drop out of high school and 29% more likely to enroll in college.

Moreover, teachers of color are just as effective as white teachers – and sometimes more effective – in teaching white students.

Providing pathways

The U.S. has institutions dedicated to attracting and retaining educators of color: Programs at historically Black colleges and universities, Hispanic-serving institutions and other minority-serving institutions prepare a substantial number of new teachers of color annually.

Further, many local initiatives support educators of color and attract teachers who might not otherwise have opportunities to join the profession.

These include: Grow Your Own programs that recruit effective teachers of color from local communities, teacher residency programs that help schools retain teachers of color, and
scholarships and loan forgiveness programs that support all teachers, including teachers of color.

However, the U.S. educator workforce faces broad challenges with declining interest in the teaching profession and declining enrollment in teacher preparation programs. In this context, our findings indicate that without significant investments, the teacher workforce is likely to remain predominately white – at significant cost to students with disabilities.

Anti-DEI movement cuts funding

A frustrated student sits at a desk while a teacher stands behind her in the background.
The Trump administration has canceled teacher preparation grants that recruit teachers of color and has taken other actions that could lead to a less diverse and skilled educator workforce.
Klaus Vedfelt/Getty Images

While there have been long-standing challenges, recent steps taken by the Trump administration could limit efforts to boost teacher diversity.

In its push to end diversity, equity and inclusion programs, the administration has cut grant funding for programs designed to develop a diverse educator workforce.

The administration has also cut millions of dollars dedicated to training teachers to work in underfunded, high-poverty schools and has threatened additional funding cuts to universities engaging in equity-based work.

These federal actions make the teacher workforce less adept at addressing the substantial challenges facing U.S. schools, such as declining interest in the teaching profession and and persistent racial disparities in student outcomes.

Given the strong evidence of the benefits of teachers of color and the national trends that our research uncovered, federal and state investments should prioritize supporting prospective teachers of color.

The Conversation

Elizabeth Bettini’s research has been funded by the US Department of Education’s National Center for Special Education Research within the Institute of Education Sciences, the US Department of Education’s Office of Special Education Programs, and the Spencer Foundation. She is affiliated with the Council for Exceptional Children’s Division for Research and Teacher Education Division, for which she edits the journal Teacher Education and Special Education.

LaRon A. Scott has received funding from the U.S. Department of Education Office of Special Education Programs. He is affiliated with the Council for Exceptional Children’s Teacher Education Division and the American Association for Individuals with Intellectual and Developmental Disabilities.

Tuan D. Nguyen receives funding from the National Science Foundation to do work around STEM teachers and computer science education.

ref. Diversifying the special education teacher workforce could benefit US schools – https://theconversation.com/diversifying-the-special-education-teacher-workforce-could-benefit-us-schools-254916

AI literacy: What it is, what it isn’t, who needs it and why it’s hard to define

Source: – By Daniel S. Schiff, Assistant Professor of Political Science, Purdue University

AI literacy is a lot more than simply knowing how to prompt an AI chatbot. DNY59/E+ via Getty Images

It is “the policy of the United States to promote AI literacy and proficiency among Americans,” reads an executive order President Donald Trump issued on April 23, 2025. The executive order, titled Advancing Artificial Intelligence Education for American Youth, signals that advancing AI literacy is now an official national priority.

This raises a series of important questions: What exactly is AI literacy, who needs it, and how do you go about building it thoughtfully and responsibly?

The implications of AI literacy, or lack thereof, are far-reaching. They extend beyond national ambitions to remain “a global leader in this technological revolution” or even prepare an “AI-skilled workforce,” as the executive order states. Without basic literacy, citizens and consumers are not well equipped to understand the algorithmic platforms and decisions that affect so many domains of their lives: government services, privacy, lending, health care, news recommendations and more. And the lack of AI literacy risks ceding important aspects of society’s future to a handful of multinational companies.

How, then, can institutions help people understand and use – or resist – AI as individuals, workers, parents, innovators, job seekers, students, employers and citizens? We are a policy scientist and two educational researchers who study AI literacy, and we explore these issues in our research.

What AI literacy is and isn’t

At its foundation, AI literacy includes a mix of knowledge, skills and attitudes that are technical, social and ethical in nature. According to one prominent definition, AI literacy refers to “a set of competencies that enables individuals to critically evaluate AI technologies; communicate and collaborate effectively with AI; and use AI as a tool online, at home, and in the workplace.”

AI literacy is not simply programming or the mechanics of neural networks, and it is certainly not just prompt engineering – that is, the act of carefully writing prompts for chatbots. Vibe coding, or using AI to write software code, might be fun and important, but restricting the definition of literacy to the newest trend or the latest need of employers won’t cover the bases in the long term. And while a single master definition may not be needed, or even desirable, too much variation makes it tricky to decide on organizational, educational or policy strategies.

Who needs AI literacy? Everyone, including the employees and students using it, and the citizens grappling with its growing impacts. Every sector and sphere of society is now involved with AI, even if this isn’t always easy for people to see.

Exactly how much literacy everyone needs and how to get there is a much tougher question. Are a few quick HR training sessions enough, or do we need to embed AI across K-12 curricula and deliver university micro credentials and hands-on workshops? There is much that researchers don’t know, which leads to the need to measure AI literacy and the effectiveness of different training approaches.

Ethics is an important aspect of AI literacy.

Measuring AI literacy

While there is a growing and bipartisan consensus that AI literacy matters, there’s much less consensus on how to actually understand people’s AI literacy levels. Researchers have focused on different aspects, such as technical or ethical skills, or on different populations – for example, business managers and students – or even on subdomains like generative AI.

A recent review study identified more than a dozen questionnaires designed to measure AI literacy, the vast majority of which rely on self-reported responses to questions and statements such as “I feel confident about using AI.” There’s also a lack of testing to see whether these questionnaires work well for people from different cultural backgrounds.

Moreover, the rise of generative AI has exposed gaps and challenges: Is it possible to create a stable way to measure AI literacy when AI is itself so dynamic?

In our research collaboration, we’ve tried to help address some of these problems. In particular, we’ve focused on creating objective knowledge assessments, such as multiple-choice surveys tested with thorough statistical analyses to ensure that they accurately measure AI literacy. We’ve so far tested a multiple-choice survey in the U.S., U.K. and Germany and found that it works consistently and fairly across these three countries.

There’s a lot more work to do to create reliable and feasible testing approaches. But going forward, just asking people to self-report their AI literacy probably isn’t enough to understand where different groups of people are and what supports they need.

Approaches to building AI literacy

Governments, universities and industry are trying to advance AI literacy.

Finland launched the Elements of AI series in 2018 with the hope of educating its general public on AI. Estonia’s AI Leap initiative partners with Anthropic and OpenAI to provide access to AI tools for tens of thousands of students and thousands of teachers. And China is now requiring at least eight hours of AI education annually as early as elementary school, which goes a step beyond the new U.S. executive order. On the university level, Purdue University and the University of Pennsylvania have launched new master’s in AI programs, targeting future AI leaders.

Despite these efforts, these initiatives face an unclear and evolving understanding of AI literacy. They also face challenges to measuring effectiveness and minimal knowledge on what teaching approaches actually work. And there are long-standing issues with respect to equity − for example, reaching schools, communities, segments of the population and businesses that are stretched or under-resourced.

Next moves on AI literacy

Based on our research, experience as educators and collaboration with policymakers and technology companies, we think a few steps might be prudent.

Building AI literacy starts with recognizing it’s not just about tech: People also need to grasp the social and ethical sides of the technology. To see whether we’re getting there, we researchers and educators should use clear, reliable tests that track progress for different age groups and communities. Universities and companies can try out new teaching ideas first, then share what works through an independent hub. Educators, meanwhile, need proper training and resources, not just additional curricula, to bring AI into the classroom. And because opportunity isn’t spread evenly, partnerships that reach under-resourced schools and neighborhoods are essential so everyone can benefit.

Critically, achieving widespread AI literacy may be even harder than building digital and media literacy, so getting there will require serious investment – not cuts – to education and research.

There is widespread consensus that AI literacy is important, whether to boost AI trust and adoption or to empower citizens to challenge AI or shape its future. As with AI itself, we believe it’s important to approach AI literacy carefully, avoiding hype or an overly technical focus. The right approach can prepare students to become “active and responsible participants in the workforce of the future” and empower Americans to “thrive in an increasingly digital society,” as the AI literacy executive order calls for.

The Conversation will be hosting a free webinar on practical and safe use of AI with our tech editor and an AI expert on June 24 at 2pm ET/11am PT. Sign up to get your questions answered.

The Conversation

Funding from Google Research helped to support part of the authors’ research on AI literacy.

Funding from the German Federal Ministry of Education and Research under the funding code 16DHBKI051 helped to support part of the authors’ research on AI literacy.

Arne Bewersdorff does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. AI literacy: What it is, what it isn’t, who needs it and why it’s hard to define – https://theconversation.com/ai-literacy-what-it-is-what-it-isnt-who-needs-it-and-why-its-hard-to-define-256061

3D-printed model of a 500-year-old prosthetic hand hints at life of a Renaissance amputee

Source: – By Heidi Hausse, Associate Professor of History, Auburn University

Technology is more than just mechanisms and design — it’s ultimately about people.
Adriene Simon/College of Liberal Arts, Auburn University, CC BY-SA

To think about an artificial limb is to think about a person. It’s an object of touch and motion made to be used, one that attaches to the body and interacts with its user’s world.

Historical artifacts of prosthetic limbs are far removed from this lived context. Their users are gone. They are damaged – deteriorated by time and exposure to the elements. They are motionless, kept on display or in museum storage.

Yet, such artifacts are rare direct sources into the lives of historical amputees. We focus on the tools amputees used in 16th- and 17th-century Europe. There are few records written from amputees’ perspectives at that time, and those that exist say little about what everyday life with a prosthesis was like.

Engineering offers historians new tools to examine physical evidence. This is particularly important for the study of early modern mechanical hands, a new kind of prosthetic technology that appeared at the turn of the 16th century. Most of the artifacts are of unknown provenance. Many work only partially and some not at all. Their practical functions remain a mystery.

But computer-aided design software can help scholars reconstruct the artifacts’ internal mechanisms. This, in turn, helps us understand how the objects once moved.

Even more exciting, 3D printing lets scholars create physical models. Rather than imagining how a Renaissance prosthesis worked, scholars can physically test one. It’s a form of investigation that opens new possibilities for exploring the development of prosthetic technology and user experience through the centuries. It creates a trail of breadcrumbs that can bring us closer to the everyday experiences of premodern amputees.

But what does this work, which brings together two very different fields, look like in action?

What follows is a glimpse into our experience of collaboration on a team of historians and engineers, told through the story of one week. Working together, we shared a model of a 16th-century prosthesis with the public and learned a lesson about humans and technology in the process.

A historian encounters a broken model

THE HISTORIAN: On a cloudy day in late March, I walked into the University of Alabama Birmingham’s Center for Teaching and Learning holding a weatherproof case and brimming with excitement. Nestled within the case’s foam inserts was a functioning 3D-printed model of a 500-year-old prosthetic hand.

Fifteen minutes later, it broke.

Mechanical hand with plastic orange fingers extending from a plastic gray palm and wrist
This 3D-printed model of a 16th-century hand prosthesis has working mechanisms.
Heidi Hausse, CC BY-SA

For two years, my team of historians and engineers at Auburn University had worked tirelessly to turn an idea – recreating the mechanisms of a 16th-century artifact from Germany – into reality. The original iron prosthesis, the Kassel Hand, is one of approximately 35 from Renaissance Europe known today.

As an early modern historian who studies these artifacts, I work with a mechanical engineer, Chad Rose, to find new ways to explore them. The Kassel Hand is our case study. Our goal is to learn more about the life of the unknown person who used this artifact 500 years ago.

Using 3D-printed models, we’ve run experiments to test what kinds of activities its user could have performed with it. We modeled in inexpensive polylactic acid – plastic – to make this fragile artifact accessible to anyone with a consumer-grade 3D printer. But before sharing our files with the public, we needed to see how the model fared when others handled it.

An invitation to guest lecture on our experiments in Birmingham was our opportunity to do just that.

We brought two models. The main release lever broke first in one and then the other. This lever has an interior triangular plate connected to a thin rod that juts out of the wrist like a trigger. After pressing the fingers into a locked position, pulling the trigger is the only way to free them. If it breaks, the fingers become stuck.

Close-up of the interior mechanism of a 3D-printed prosthetic, the broken lever raised straight up
The thin rod of the main release lever snapped in this model.
Heidi Hausse, CC BY-SA

I was baffled. During testing, the model had lifted a 20-pound simulation of a chest lid by its fingertips. Yet, the first time we shared it with a general audience, a mechanism that had never broken in testing simply snapped.

Was it a printing error? Material defect? Design flaw?

We consulted our Hand Whisperer: our lead student engineer whose feel for how the model works appears at times preternatural.

An engineer becomes a hand whisperer

THE ENGINEER: I was sitting at my desk in Auburn’s mechanical engineering 3D print lab when I heard the news.

As a mechanical engineering graduate student concentrating on additive manufacturing, commonly known as 3D printing, I explore how to use this technology to reconstruct historical mechanisms. Over the two years I’ve worked on this project, I’ve come to know the Kassel Hand model well. As we fine-tuned designs, I’ve created and edited its computer-aided design files – the digital 3D constructions of the model – and printed and assembled its parts countless times.

Computer illustration of open hand model
This view of the computer-aided design file of a strengthened version of the model, which includes ribs and fillets to reinforce the plastic material, highlights the main release lever in orange.
Peden Jones, CC BY-SA

Examining parts midassembly is a crucial checkpoint for our prototypes. This quality control catches, corrects and prevents any defects, such as misprinted or damaged parts. It’s crucial for creating consistent and repeatable experiments. A new model version or component change never leaves the lab without passing rigorous inspection. This process means there are ways this model has behaved over time that the rest of the team has never seen. But I have.

So when I heard the release lever had broken in Birmingham, it was just another Thursday. While it had never snapped when we tested the model on people, I’d seen it break plenty of times while performing checks on components.

Disassembled hand model
Our model reconstructs the Kassel Hand’s original metal mechanisms in plastic.
Heidi Hausse, CC BY-SA

After all, the model is made from relatively weak polylactic acid. Perhaps the most difficult part of our work is making a plastic model as durable as possible while keeping it visually consistent with the 500-year-old original. The iron rod of the artifact’s lever can handle more force than our plastic version, at least five times the yield strength.

I suspected the lever had snapped because people pulled the trigger too far back and too quickly. The challenge, then, was to prevent this. But redesigning the lever to be thicker or a different shape would make it less like the historical artifact.

This raised the question: Why could I use the model without breaking the lever, but no one else could?

The team makes a plan

THE TEAM: A flurry of discussion led to growing consensus – the crux of the issue was not the model, it was the user.

The original Kassel Hand’s wearer would have learned to use their prosthesis through practice. Likewise, our team had learned to use the model over time. Through the process of design and development, prototyping and printing, we were inadvertently practicing how to operate it.

We needed to teach others to do the same. And this called for a two-pronged approach.

Perspective on using the Kassel Hand, as a modern prosthetist.

The engineers reexamined the opening through which the release trigger poked out of the model. They proposed shortening it to limit how far back users could pull it. When we checked how this change would affect the model’s accuracy, we found that a smaller opening was actually closer to the artifact’s dimensions. While the larger opening had been necessary for an earlier version of the release lever that needed to travel farther, now it only caused problems. The engineers got to work.

The historians, meanwhile, created plans to document and share the various techniques to operating the model the team hadn’t realized it had honed. To teach someone at home how to operate their own copy, we filmed a short video explaining how to lock and release the fingers and troubleshoot when a finger sticks.

Testing the plan

Exactly one week after what we called “the Birmingham Break,” we shared the model with a general audience again. This time we visited a colleague’s history class at Auburn.

We brought four copies. Each had an insert to shorten the opening around the trigger. First, we played our new instructional video on a projector. Then we turned the models over to the students to try.

Four mechanical hand models on display, each slightly different in design
The team brought these four models with inserts to shorten the opening below the release trigger to test with a general audience of undergraduate and graduate students.
Heidi Hausse, CC BY-SA

The result? Not a single broken lever. We publicly launched the project on schedule.

The process of introducing the Kassel Hand model to the public highlights that just as the 16th-century amputee who wore the artifact had to learn to use it, one must learn to use the 3D-printed model, too.

It is a potent reminder that technology is not just a matter of mechanisms and design. It is fundamentally about people – and how people use it.

The Conversation

Heidi Hausse received funding from the Herzog August Bibliothek; the Consortium for History of Science, Technology and Medicine; the American Council of Learned Societies; the Huntington Library; the Society of Fellows in the Humanities at Columbia University; and the Renaissance Society of America.

Peden Jones received funding from Renaissance Society of America.

ref. 3D-printed model of a 500-year-old prosthetic hand hints at life of a Renaissance amputee – https://theconversation.com/3d-printed-model-of-a-500-year-old-prosthetic-hand-hints-at-life-of-a-renaissance-amputee-256670

Trump administration aims to slash funds that preserve the nation’s rich architectural and cultural history

Source: – By Michael R. Allen, Visiting Assistant Professor of History, West Virginia University

The iconic ‘Walking Man’ Hawkes sign in Westbrook, Maine, was added to the National Register of Historic Places in 2019. Ben McCanna/Portland Portland Press Herald via Getty Images

President Donald Trump’s proposed fiscal year 2026 discretionary budget is called a “skinny budget” because it’s short on line-by-line details.

But historic preservation efforts in the U.S. did get a mention – and they might as well be skinned to the bone.

Trump has proposed to slash funding for the federal Historic Preservation Fund to only $11 million, which is $158 million less than the fund’s previous reauthorization in 2024. The presidential discretionary budget, however, always heads to Congress for appropriation. And Congress always makes changes.

That said, the Trump administration hasn’t even released the $188 million that Congress appropriated for the fund for the 2025 fiscal year, essentially impounding the funding stream that Congress created in 1976 for historic preservation activities across the nation.

I’m a scholar of historic preservation who’s worked to secure historic designations for buildings and entire neighborhoods. I’ve worked on projects that range from making distressed neighborhoods in St. Louis eligible for historic tax credits to surveying Cold War-era hangars and buildings on seven U.S. Air Force bases.

I’ve seen the ways in which the Historic Preservation Fund helps local communities maintain and rehabilitate their rich architectural history, sparing it from deterioration, the wrecking ball or the pressures of the private market.

A rare, deficit-neutral funding model

Most Americans probably don’t realize that the task of historic preservation largely falls to individual states and Native American tribes.

The National Historic Preservation Act that President Lyndon B. Johnson signed into law in 1966 requires states and tribes to handle everything from identifying potential historic sites to reviewing the impact of interstate highway projects on archaeological sites and historic buildings. States and tribes are also responsible for reviewing nominations of sites in the National Register of Historic Places, the nation’s official list of properties deemed worthy of preservation.

However, many states and tribes didn’t have the capacity to adequately tackle the mandates of the 1966 act. So the Historic Preservation Fund was formed a decade later to alleviate these costs by funneling federal resources into these efforts.

The fund is actually the product of a conservative, limited-government approach.

Created during Gerald Ford’s administration, it has a revenue-neutral model, meaning that no tax dollars pay for the program. Instead, it’s funded by private lease royalties from the Outer Continental Shelf oil and gas reserves.

Most of these reserves are located in federal waters in the Gulf of Mexico and off the coast of Alaska. Private companies that receive a permit to extract from them must agree to a lease with the federal government. Royalties from their oil and gas sales accrue in federally controlled accounts under the terms of these leases. The Office of Natural Resources Revenue then directs 1.5% of the total royalties to the Historic Preservation Fund.

Congress must continually reauthorize the amount of funding reserved for the Historic Preservation Fund, or it goes unfunded.

A plaque honoring Fenway Park is displayed on an easel on a baseball field.
Boston’s Fenway Park was added to the National Register of Historic Places in 2012, making it eligible for preservation grants and federal tax incentives.
Winslow Townson/Getty Images

Despite bipartisan support, the fund has been threatened in the past. President Ronald Reagan attempted to do exactly what Trump is doing now by making no request for funding at all in his 1983 budget. Yet the fund has nonetheless been reauthorized six times since its inception, with terms ranging from five to 10 years.

The program is a crucial source of funding, particularly in small towns and rural America, where privately raised cultural heritage funds are harder to come by. It provides grants for the preservation of buildings and geographical areas that hold historical, cultural or spiritual significance in underrepresented communities. And it’s even involved in projects tied to the nation’s 250th birthday in 2026, such as the rehabilitation of the home in New Jersey where George Washington was stationed during the winter of 1778-79 and the restoration of Rhode Island’s Old State House.

Filling financial gaps

I’ve witnessed the fund’s impact firsthand in small communities across the nation.

Edwardsville, Illinois, a suburb of St. Louis, is home to the Leclaire Historic District. In the 1970s, it was added to the National Register of Historic Places. The national designation recognized the historic significance of the district, protecting it against any adverse impacts from federal infrastructure funding. It also made tax credits available to the town. Edwardsville then designated LeClaire a local historic district so that it could legally protect the indelible architectural features of its homes, from original decorative details to the layouts of front porches.

Despite the designation, however, there was no clear inventory of the hundreds of houses in the district. A few paid staffers and a volunteer citizen commission not only had to review proposed renovations and demolitions, but they also had to figure out which buildings even contributed to LeClaire’s significance and which ones did not – and thus did not need to be tied up in red tape.

Black and white photo of family standing in front of their home.
The Allen House is one of approximately 415 single-family homes in the Leclaire neighborhood in Edwardsville, Ill.
Friends of Leclaire

Edwardsville was able to secure a grant through the Illinois State Historic Preservation Office thanks to a funding match enabled by money disbursed to Illinois via the Historic Preservation Fund.

In 2013, my team created an updated inventory of the historic district, making it easier for the local commission to determine which houses should be reviewed carefully and which ones don’t need to be reviewed at all.

Oil money better than no money

The historic preservation field, not surprisingly, has come out strongly against Trump’s proposal to defund the Historic Preservation Fund.

Nonetheless, there have been debates within the field over the fund’s dependence on the fossil fuel industry, which was the trade-off that preservationists made decades ago when they crafted the funding model.

In the 1970s, amid the national energy crisis, conservation of existing buildings was seen as a worthy ecological goal, since demolition and new construction required fossil fuels. To preservationists, diverting federal carbon royalties seemed like a power play.

But with the effects of climate change becoming impossible to ignore, some preservationists are starting to more openly critique both the ethics and the wisdom of tapping into a pool of money created through the profits of the oil and gas industry. I’ve recently wondered myself if continued depletion of fossil fuels means that preservationists won’t be able to count on the Historic Preservation Fund as a long-term source of funding.

That said, you’d be hard-pressed to find a preservationist who thinks that destroying the Historic Preservation Fund would be a good first step in shaping a more visionary policy.

For now, Trump’s administration has only sown chaos in the field of historic preservation. Already, Ohio has laid off one-third of the staffers in its State Historic Preservation Office due to the impoundment of federal funds. More state preservation offices may follow suit. The National Council of State Historic Preservation Officers predicts that states soon could be unable to perform their federally mandated duties.

Unfortunately, many people advocating for places important to their towns and neighborhoods may end up learning the hard way just what the Historic Preservation Fund does.

The Conversation

Michael R. Allen is a member of the Advisor Leadership Team of the National Trust for Historic Preservation.

ref. Trump administration aims to slash funds that preserve the nation’s rich architectural and cultural history – https://theconversation.com/trump-administration-aims-to-slash-funds-that-preserve-the-nations-rich-architectural-and-cultural-history-258889

What if universal rental assistance were implemented to deal with the housing crisis?

Source: – By Alex Schwartz, Professor of Urban Policy, The New School

Thousands of American families that can’t find affordable apartments are stuck living in extended-stay motels. Michael S. Williamson/The Washington Post via Getty Images

If there’s one thing that U.S. politicians and activists from across the political spectrum can agree on, it’s that rents are far too high.

Many experts believe that this crisis is fueled by a shortage of housing, caused principally by restrictive regulations.

Rents and home prices would fall, the argument goes, if rules such as minimum lot- and house-size requirements and prohibitions against apartment complexes were relaxed. This, in turn, would make it easier to build more housing.

As experts on housing policy, we’re concerned about housing affordability. But our research shows little connection between a shortfall of housing and rental affordability problems. Even a massive infusion of new housing would not shrink housing costs enough to solve the crisis, as rents would likely remain out of reach for many households.

However, there are already subsidies in place that ensure that some renters in the U.S. pay no more than 30% of their income on housing costs. The most effective solution, in our view, is to make these subsidies much more widely available.

A financial sinkhole

Just how expensive are rents in the U.S.?

According to the U.S. Department of Housing and Urban Development, a household that spends more than 30% of its income on housing is deemed to be cost-burdened. If it spends more than 50%, it’s considered severely burdened. In 2023, 54% of all renters spent more than 30% of their pretax income on housing. That’s up from 43% of renters in 1999. And 28% of all renters spent more than half their income on housing in 2023.

Renters with low incomes are especially unlikely to afford their housing: 81% of renters making less than $30,000 spent more than 30% of their income on housing, and 60% spent more than 50%.

Estimates of the nation’s housing shortage vary widely, reaching up to 20 million units, depending on analytic approach and the time period covered. Yet our research, which compares growth in the housing stock from 2000 to the present, finds no evidence of an overall shortage of housing units. Rather, we see a gap between the number of low-income households and the number of affordable housing units available to them; more affluent renters face no such shortage. This is true in the nation as a whole and in nearly all large and small metropolitan areas.

Would lower rents help? Certainly. But they wouldn’t fix everything.

We ran a simulation to test an admittedly unlikely scenario: What if rents dropped 25% across the board? We found it would reduce the number of cost-burdened renters – but not by as much as you might think.

Even with the reduction, nearly one-third of all renters would still spend more than 30% of their income on housing. Moreover, reducing rents would help affluent renters much more than those with lower incomes – the households that face the most severe affordability challenges.

The proportion of cost-burdened renters earning more than $75,000 would fall from 16% to 4%, while the share of similarly burdened renters earning less than $15,000 would drop from 89% to just 80%. Even with a rent rollback of 25%, the majority of renters earning less than $30,000 would remain cost-burdened.

Vouchers offer more breathing room

Meanwhile, there’s a proven way of making housing more affordable: rental subsidies.

In 2024, the U.S. provided what are known as “deep” housing subsidies to about 5 million households, meaning that rent payments are capped at 30% of their income.

These subsidies take three forms: Housing Choice Vouchers that enable people to rent homes in the private market; public housing; and project-based rental assistance, in which the federal government subsidizes the rents for all or some of the units in properties under private and nonprofit ownership.

The number of households participating in these three programs has increased by less than 2% since 2014, and they constitute only 25% of all eligible households. Households earning less than 50% of their area’s median family income are eligible for rental assistance. But unlike Social Security, Medicare or food stamps, rental assistance is not an entitlement available to all who qualify. The number of recipients is limited by the amount of funding appropriated each year by Congress, and this funding has never been sufficient to meet the need.

By expanding rental assistance to all eligible low-income households, the government could make huge headway in solving the rental affordability crisis. The most obvious option would be to expand the existing Housing Choice Voucher program, also known as Section 8.

The program helps pay the rent up to a specified “payment standard” determined by each local public housing authority, which can set this standard at between 80% and 120% of the HUD-designated fair market rent. To be eligible for the program, units must also satisfy HUD’s physical quality standards.

Unfortunately, about 43% of voucher recipients are unable to use it. They are either unable to find an apartment that rents for less than the payment standard, meets the physical quality standard, or has a landlord willing to accept vouchers.

Renters are more likely to find housing using vouchers in cities and states where it’s illegal for landlords to discriminate against voucher holders. Programs that provide housing counseling and landlord outreach and support have also improved outcomes for voucher recipients.

However, it might be more effective to forgo the voucher program altogether and simply give eligible households cash to cover their housing costs. The Philadelphia Housing Authority is currently testing out this approach.

The idea is that landlords would be less likely to reject applicants receiving government support if the bureaucratic hurdles were eliminated. The downside of this approach is that it would not prevent landlords from renting out deficient units that the voucher program would normally reject.

Homeowners get subsidies – why not renters?

Expanding rental assistance to all eligible low-income households would be costly.

The Urban Institute, a nonpartisan think tank, estimates it would cost about $118 billion a year.

However, Congress has spent similar sums on housing subsidies before. But they involve tax breaks for homeowners, not low-income renters. Congress forgoes billions of dollars annually in tax revenue it would otherwise collect were it not for tax deductions, credits, exclusions and exemptions. These are known as tax expenditures. A tax not collected is equivalent to a subsidy payment.

Silhouette of older man standing at sliding glass door.
Only about 25% of eligiblge households receive rental assistance from the federal government.
Luis Sinco/Los Angeles Times via Getty Images

For example, from 1998 through 2017 – prior to the tax changes enacted by the first Trump administration in 2017 – the federal government annually sacrificed $187 billion on average, after inflation, in revenue due to mortgage interest deductions, deductions for state and local taxes, and for the exemption of proceeds from the sale of one’s home from capital gains taxes. In fiscal year 2025, these tax expenditures totaled $95.4 billion.

Moreover, tax expenditures on behalf of homeowners flow mostly to higher-income households. In 2024, for example, over 70% of all mortgage-interest tax deductions went to homeowners earning at least $200,000.

Broadening the availability of rental subsidies would have other benefits. It would save federal, state and local governments billions of dollars in homeless services. Moreover, automatic provision of rental subsidies would reduce the need for additional subsidies to finance new affordable housing. Universal rental assistance, by guaranteeing sufficient rental income, would allow builders to more easily obtain loans to cover development costs.

Of course, sharply raising federal expenditures for low-income rental assistance flies in the face of the Trump administration’s priorities. Its budget proposal for the next fiscal year calls for a 44% cut of more than $27 billion in rental assistance and public housing.

On the other hand, if the government supported rental assistance in amounts commensurate with the tax benefits given to homeowners, it would go a long way toward resolving the rental housing affordability crisis.

This article is part of a series centered on envisioning ways to deal with the housing crisis.

The Conversation

Alex Schwartz has received funding from the Catherine and John D. MacArthur Foundation. Since 2019 he has served on New York City’s Rent Guidelines Board. He has a relative who works for The Conversation.

Kirk McClure received funding from the U.S. Department of Housing and Urban Development and receives funding from the National Science Foundation.

ref. What if universal rental assistance were implemented to deal with the housing crisis? – https://theconversation.com/what-if-universal-rental-assistance-were-implemented-to-deal-with-the-housing-crisis-257213

Michelin Guide scrutiny could boost Philly tourism, but will it stifle chefs’ freedom to experiment and innovate?

Source: – By Jonathan Deutsch, Professor of Food and Hospitality Management, Drexel University

Chef Phila Lorn prepares a bowl of noodle soup at Mawn restaurant in Philadelphia. AP Photo/Matt Rourke

The Philadelphia restaurant scene is abuzz with the news that the famed Michelin Guide is coming to town.

As a research chef and educator at Drexel University in Philadelphia, I am following the Michelin developments closely.

Having eaten in Michelin restaurants in other cities, I am confident that Philly has at least a few star-worthy restaurants. Our innovative dining scene was named one of the top 10 in the U.S. by Food & Wine in 2025.

Researchers have convincingly shown that Michelin ratings can boost tourism, so Philly gaining some starred restaurants could bring more revenue for the city.

But as the lead author of the textbook “Culinary Improvisation,” which teaches creativity, I also worry the Michelin scrutiny could make chefs more focused on delivering a consistent experience than continuing along the innovative trajectory that attracts Michelin in the first place.

Ingredients for culinary innovation

In “Culinary Improvisation” we discuss three elements needed to foster innovation in the kitchen.

The first is mastery of culinary technique, both classical and modern. Simply stated, this refers to good cooking.

The second is access to a diverse range of ingredients and flavors. The more colors the artist has on their palette, the more directions the creation can take.

And the third, which is key to my concerns, is a collaborative and supportive environment where chefs can take risks and make mistakes. Research shows a close link between risk-taking workplaces and innovation.

According to the Michelin Guide, stars are awarded to outstanding restaurants based on: “quality of ingredients, mastery of cooking techniques and flavors, the personality of the chef as expressed in the cuisine, value for money, and consistency of the dining experience both across the menu and over time.”

The criteria do not mention innovation.

It’s possible the high-stakes lure of a Michelin star, which awards consistent excellence, could lead Philly’s most vibrant and creative chefs and restaurateurs to pull back on the risks that led to the city’s culinary excellence in the first place.

A line of chefs wearing black aprons at work in an open kitchen.
Local food writers believe Vernick Fish is a top contender for a Michelin star.
Photo courtesy of Vernick Fish

The obvious contenders

Philadelphia’s preeminent restaurant critic Craig LaBan and journalist and former restaurateur Kiki Aranita discussed local contenders for Michelin stars in a recent article in the Philadelphia Inquirer.

The 19 restaurants LaBan and Aranita discuss as possible star contenders average just over a one-mile walk from the Pennsylvania Convention Center.

Together they have received 78 James Beard nominations or awards, which are considered the “Oscars” of the food industry. That’s an average of over four per restaurant.

And when I tried to book a table for two on a Wednesday and Saturday before 9 p.m., about half were already fully booked for dinner two weeks out, in July, which is the slow season for dining in Philadelphia.

If LaBan’s and Aranita’s predictions are right, Michelin will be an added recognition for restaurants that are already successful and centrally located.

Exterior shot of a restaurant with outdoor seating in ground floor of rowhome
Black Dragon Takeout fuses Black American cuisine with the aesthetics of classic Chinese American takeout.
Jeff Fusco/The Conversation, CC BY-SA

Off the beaten path

When the Michelin Guide started in France at the turn of the 19th century, it encouraged diners to take the road less traveled to their next gastronomic experience.

It has since evolved into recommendations for a road well traveled: safe, lauded and already hard-to-get-into restaurants. In Philly these could be restaurants such as Vetri Cucina, Zahav, Vernick Fish, Provenance, Royal Sushi and Izakaya, Ogawa and Friday Saturday Sunday, to name a few on LaBan and Aranita’s list.

And yet Philadelphia has over 6,000 restaurants spread across 135 square miles of the city. Philadelphia is known as a city of neighborhoods, and these neighborhoods are rich with food diversity and innovation.

Consider Jacob Trinh’s Vietnamese-tinged seafood tasting menu at Little Fish in Queen Village; Kurt Evans’ gumbo lo mein at Black Dragon Takeout in West Philly; the beef cheek confit with avocado mousse at Temir Satybaldiev’s Ginger in the Northeast; and the West African XO sauce at Honeysuckle, owned by Omar Tate and Cybille St.Aude-Tate, on North Broad Street.

I hope the Michelin inspectors will venture far beyond the obvious candidates to experience more of what Philadelphia has to offer.

Small stacks of red hardback books that say 'Michelin France 2025'
The Michelin Guide announced it will include Philadelphia and Boston in its next Northeast Cities edition.
Matthieu Delaty/Hans Lucas/AFP via Getty Images

Raising the bar

In the frenzy surrounding the Michelin scrutiny, chef friends have invited me to dine at their restaurants and share my feedback as they refine their menus in anticipation of visits from anonymous Michelin inspectors.

Restaurateurs have been asking my colleagues and me for talent suggestions to replace well-liked and capable cooks, servers and managers whom owners perceive to be just not Michelin-star level.

And managers are texting us names of suspected reviewers, triggered by some tell-tale signs – a solo diner with a weeknight tasting menu reservation, no dietary restrictions or special requests, and a conspicuously light internet presence.

In all, I am excited about Philadelphians being excited about Michelin. Any opportunity to spotlight the city’s restaurant community and tighten its food and service quality raises the bar among local chefs and restaurateurs and makes the experience better for diners. And the prospect of business travelers and culinary tourists enjoying lunches and early-week dinners can help restaurants, their workers and the city earn more revenue.

But in the din of the press events and hype, let’s not forget that Philadelphians don’t need an outside arbiter to tell us what we already know: Philly is a great place to eat and drink.

Read more of our stories about Philadelphia.

The Conversation

Jonathan Deutsch does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Michelin Guide scrutiny could boost Philly tourism, but will it stifle chefs’ freedom to experiment and innovate? – https://theconversation.com/michelin-guide-scrutiny-could-boost-philly-tourism-but-will-it-stifle-chefs-freedom-to-experiment-and-innovate-256752

Why power skills – formerly known as ‘soft skills’ – are the key to business success

Source: – By Sandra Sjoberg, Vice President and Dean, Academic Programs, Western Governors University School of Business

What does it take to lead through complexity, make tough decisions and still put people first? For me, the answer became clear during a defining moment early in my career – one that changed my path entirely.

Today I am a business-school educator, but I began my career in the corporate world. I faced a challenge so intense that it motivated me to go back to school and earn a Ph.D. so I could help others lead with greater purpose and humanity.

Back then, I was working for a multinational home goods company, and I was asked to play a role in closing a U.S. factory in the Midwest and moving its operations abroad. It was, by every business metric, the right economic decision. Without it, the company couldn’t stay competitive. Still, the move was fraught with emotional and ethical complexities.

Witnessing the toll on employees who lost their jobs, and the broader effects on their community, changed how I thought about business decision-making. I saw that technical skills alone aren’t enough. Effective leadership also requires emotional intelligence, ethical reasoning and human-centered thinking.

That experience was a turning point, leading me to higher education. I wanted to fulfill a greater purpose by equipping future business leaders with critical human-centric skills. And to do that, I needed to learn more about these skills – why they matter, how they shape outcomes, and how we can teach them more effectively.

Often called “soft skills” or “people skills,” these are also, more appropriately, referred to as “power skills” or “durable skills.” And they aren’t just nice to have. As my own experience shows and as research confirms, they are central to success in today’s business world.

Power skills: Underappreciated, yet in demand

Research on power skills dates back to at least 1918, when the Carnegie Foundation published A Study of Engineering Education. That report concluded that 85% of engineering professionals’ success came from having well-developed people skills, and only 15% was attributed to “hard skills.” These early findings helped shape our understanding of the value of nontechnical skills and traits.

Today, employers arguably value these skills more than ever. But while demand for these skills is growing across industries, there’s not enough supply. For example, nearly 7 in 10 U.S. employers plan to prioritize hiring candidates with “soft” or “power” skills, according to LinkedIn’s most recent Global Talent Trends report.

Yet 65% of employers cite soft skills as the top gap among new graduates, according to Coursera’s 2025 Micro-Credentials Impact Report. New hires are struggling in the areas of communication, active listening, resilience and adaptability, the survey found.

Power skills are transferable across roles, projects and industries, which makes them especially valuable to hiring managers. And research continues to show that these skills drive innovation, strengthen team dynamics and help organizations navigate uncertainty — key reasons why employers prioritize them.

Three power skills to prioritize

So what does it look like to lead with power skills? Here are three key areas that have shaped my own journey — and that I now help others develop:

Adaptability: Adaptability goes beyond simply accepting change. It’s the ability to think, feel and act effectively when the situation changes – which, in today’s business environment, is all the time.

Consider a company expanding into a new international market. To succeed, it must invest in cultural research, adapt its operations to regional norms and align with local regulations – demonstrating adaptability at both strategic and operational levels.

That’s why adaptability is one of the most in-demand skills among employers, according to a recent LinkedIn study. Adaptable workforces are better equipped to respond to shifting demands. And with the rise of artificial intelligence and rapid tech disruption, organizations need agile, resilient employees more than ever.

Empathy: As I learned firsthand during my time in the corporate world, empathy – or the ability to understand and respond to the feelings, perspectives and needs of others – is essential.

Empathy not only fosters trust and respect, but it also helps leaders make decisions that balance organizational goals with human needs. More broadly, empathetic leaders create inclusive environments and build stronger relationships.

At Western Governors University, we have an entire course titled “Empathy and Inclusive Collaboration,” which teaches skills in active listening, creating culturally safe environments and cultivating an inclusive mindset.

Inclusivity: Effective communication and teamwork consistently rank high as essential workforce skills. This is because organizations that excel in communication and collaboration are more likely to innovate, adapt to change and make informed decisions.

While managing a global transition, I saw how hard and necessary it was to listen across cultural lines, to foster collaboration across borders and departments. When teams collaborate well, they bring diverse perspectives that can foster creativity and efficiency. The ability to communicate openly and work together is crucial for navigating complex problems and driving organizational success.

The business landscape is evolving rapidly, and technical expertise alone is no longer enough to drive success. Power skills like adaptability, empathy and inclusivity are crucial, as both research and my own experiences have taught me. By prioritizing power skills, educators and businesses can better prepare leaders to navigate complexity, lead with purpose and thrive in a constantly changing world.

The Conversation

Sandra Sjoberg is affiliated with Western Governors University.
Sandra Sjoberg is a member of the industry association, American Marketing Association.
Sandra Sjoberg was a former employee at Amerock, a division of Newell Rubbermaid that, while not mentioned directly in the article, is the basis for the corporate experience shared in the article.

ref. Why power skills – formerly known as ‘soft skills’ – are the key to business success – https://theconversation.com/why-power-skills-formerly-known-as-soft-skills-are-the-key-to-business-success-257310

Checking in on New England’s fishing industry 25 Years after ‘The Perfect Storm’ hit movie theaters

Source: – By Stephanie Otts, Director of National Sea Grant Law Center, University of Mississippi

Filming ‘The Perfect Storm’ in Gloucester Harbor, Mass.
The Salem News Historic Photograph Collection, Salem State University Archives and Special Collections, CC BY

Twenty-five years ago, “The Perfect Storm” roared into movie theaters. The disaster flick, starring George Clooney and Mark Wahlberg, was a riveting, fictionalized account of commercial swordfishing in New England and a crew who went down in a violent storm.

The anniversary of the film’s release, on June 30, 2000, provides an opportunity to reflect on the real-life changes to New England’s commercial fishing industry.

Fishing was once more open to all

In the true story behind the movie, six men lost their lives in late October 1991 when the commercial swordfishing vessel Andrea Gail disappeared in a fierce storm in the North Atlantic as it was headed home to Gloucester, Massachusetts.

At the time, and until very recently, almost all commercial fisheries were open access, meaning there were no restrictions on who could fish.

There were permit requirements and regulations about where, when and how you could fish, but anyone with the means to purchase a boat and associated permits, gear, bait and fuel could enter the fishery. Eight regional councils established under a 1976 federal law to manage fisheries around the U.S. determined how many fish could be harvested prior to the start of each fishing season.

People and barrels of fish fill a wharf area in a historical black-and-white image.
Fishing has been an integral part of coastal New England culture since its towns were established. In this 1899 photo, a New England community weighs and packs mackerel.
Charles Stevenson/Freshwater and Marine Image Bank

Fishing started when the season opened and continued until the catch limit was reached. In some fisheries, this resulted in a “race to the fish” or a “derby,” where vessels competed aggressively to harvest the available catch in short amounts of time. The limit could be reached in a single day, as happened in the Pacific halibut fishery in the late 1980s.

By the 1990s, however, open access systems were coming under increased criticism from economists as concerns about overfishing rose.

The fish catch peaked in New England in 1987 and would remain far above what the fish population could sustain for two more decades. Years of overfishing led to the collapse of fish stocks, including North Atlantic cod in 1992 and Pacific sardine in 2015.

As populations declined, managers responded by cutting catch limits to allow more fish to survive and reproduce. Fishing seasons were shortened, as it took less time for the fleets to harvest the allowed catch. It became increasingly hard for fishermen to catch enough fish to earn a living.

Saving fisheries changed the industry

In the early 2000s, as these economic and environmental challenges grew, fisheries managers started limiting access. Instead of allowing anyone to fish, only vessels or individuals meeting certain eligibility requirements would have the right to fish.

The most common method of limiting access in the U.S. is through limited entry permits, initially awarded to individuals or vessels based on previous participation or success in the fishery. Another approach is to assign individual harvest quotas or “catch shares” to permit holders, limiting how much each boat can bring in.

In 2007, Congress amended the 1976 Magnuson-Stevens Fishery Conservation and Management Act to promote the use of limited access programs in U.S. fisheries.

Three fishing vessels, side by side, in New Bedford Harbor
Ships in the fleet out of New Bedford, Mass.
Henry Zbyszynski/Flickr, CC BY

Today, limited access is common, and there are positive signs that the management change is helping achieve the law’s environmental goal of preventing overfishing. Since 2000, the populations of 50 major fishing stocks have been rebuilt, meaning they have recovered to a level that can once again support fishing.

I’ve been following the changes as a lawyer focused on ocean and coastal issues, and I see much work still to be done.

Forty fish stocks are currently being managed under rebuilding plans that limit catch to allow the stock to grow, including Atlantic cod, which has struggled to recover due to a complex combination of factors, including climatic changes.

The lingering effect on communities today

While many fish stocks have recovered, the effort came at an economic cost to many individual fishermen. The limited-access Northeast groundfish fishery, which includes Atlantic cod, haddock and flounder, shed nearly 800 crew positions between 2007 and 2015.

The loss of jobs and revenue from fishing impacts individual family income and relationships, strains other businesses in fishing communities, and affects those communities’ overall identity and resilience, as illustrated by a recent economic snapshot of the Alaska seafood industry.

When original limited-access permit holders leave the business – for economic, personal or other reasons – their permits are either terminated or sold to other eligible permit holders, leading to fewer active vessels in the fleet. As a result, the number of vessels fishing for groundfish has declined from 719 in 2007 to 194 in 2023, meaning fewer jobs.

A fisherman wearing thick gloves lifts a tray of fish, with boats in the background.
A fisherman unloads a portion of his catch for the day of 300 pounds of groundfish, including flounder, in January 2006 in Gloucester, Mass.
AP Photo/Lisa Poole

Because of their scarcity, limited-access permits can cost upward of US$500,000, which is often beyond the financial means of a small businesses or a young person seeking to enter the industry. The high prices may also lead retiring fishermen to sell their permits, as opposed to passing them along with the vessels to the next generation.

These economic forces have significantly altered the fishing industry, leading to more corporate and investor ownership, rather than the family-owned operations that were more common in the Andrea Gail’s time.

Similar to the experience of small family farms, fishing captains and crews are being pushed into corporate arrangements that reduce their autonomy and revenues.

Consolidation can threaten the future of entire fleets, as New Bedford, Massachusetts, saw when Blue Harvest Fisheries, backed by a private equity firm, bought up vessels and other assets and then declared bankruptcy a few years later, leaving a smaller fleet and some local business and fishermen unpaid for their work. A company with local connections bought eight vessels from Blue Harvest along with 48 state and federal permits the company held.

New challenges and unchanging risks

While there are signs of recovery for New England’s fisheries, challenges continue.

Warming water temperatures have shifted the distribution of some species, affecting where and when fish are harvested. For example, lobsters have moved north toward Canada. When vessels need to travel farther to find fish, that increases fuel and supply costs and time away from home.

Fisheries managers will need to continue to adapt to keep New England’s fisheries healthy and productive.

One thing that, unfortunately, hasn’t changed is the dangerous nature of the occupation. Between 2000 and 2019, 414 fishermen died in 245 disasters.

The Conversation

Stephanie Otts receives funding from the NOAA National Sea Grant College Program through the U.S. Department of Commerce. Previous support for fisheries management legal research provided by The Nature Conservancy.

ref. Checking in on New England’s fishing industry 25 Years after ‘The Perfect Storm’ hit movie theaters – https://theconversation.com/checking-in-on-new-englands-fishing-industry-25-years-after-the-perfect-storm-hit-movie-theaters-255076