Training Example: University of Pennsylvania – Review the Data, Give Your Score & Compare to the Real AI Evaluation

[H3] Arts & Humanities

[H1]
Sharing the stories of Philadelphia's neighborhoods
Graduate and undergraduate students in Alissa Jordan’s course partnered with community organizations to create five short films that touch on education, archiving, and grassroots organizing in Germantown, Northeast Philadelphia, and West Philadelphia.

[IMG: Historical image of a group of African Americans at Juneteenth celebration in 1900.19]

Social Sciences
[H3]
Q&A: Juneteenth and the Emancipation Proclamation

[IMG: A person jumping in the double dutch ropes on the Penn Museum courtyard.]

Campus & Community
[H3]
A celebration of freedom, wellness, and community

[IMG: The Philly freeway submerged in water after flooding from a hurricane.]

Health & Medicine
[H3]
The public health impacts of floods

[IMG: The cast of Sinners on stage at the Oscars receiving an award.]

Social Sciences
[H3]
A ‘second sight’ on American history

[IMG: Three students working on a robotic arm in the GRASP lab]

Technology
[H3]
Helping robotic arms solve problems using tools

MORE NEWS VIA PENN TODAY

[IMG: An old handwritten ledger from 1892.]

Arts & Humanities
[H3]
Reading manuscripts in the digital space with handwritten text recognition

[IMG: Aidan Williams.]

Arts & Humanities
[H3]
Weitzman externships in retrospect: Aidan Williams

[IMG: Ferda Kolatan (seated far right) in his studio pointing to photographs on the wall with onlookers.]

Arts & Humanities
[H3]
The museum as object of design

[IMG: Penn students sitting on College Green in front of College Hall.]

Arts & Humanities
[H3]
The grass beneath the American dream: Exploring the many facets of lawns

[IMG: Two students take video of archivist holding up newspaper clipping.]

Arts & Humanities
[H3]
Penn filmmaking class shares the stories of Philadelphia’s neighborhoods

Arts & Humanities
[H3]
Reimagining a shelter as a supportive space for childhood

MORE NEWS VIA PENN TODAY

[IMG: Historical image of a group of African Americans at Juneteenth celebration in 1900.19]

Social Sciences
[H3]
Q&A: Juneteenth and the Emancipation Proclamation

[IMG: The cast of Sinners on stage at the Oscars receiving an award.]

Social Sciences
[H3]
A ‘second sight’ on American history

[IMG: Fuel prices are displayed at a truck stop next to a parked truck.]

Social Sciences
[H3]
Q&A: How big, loud trucks quietly shape people’s lives

[IMG: A student experimenting with a handheld STEM project in a classroom.]

Social Sciences
[H3]
AI education for kids

[IMG: A newspaper being printed on a modern printing press.]

Social Sciences
[H3]
Visions of nonprofit news in PA

[IMG: A person holding a prescription pill bottle in their hand.]

Social Sciences
[H3]
A different way of thinking about side effects

VISIT PENN TODAY

Sign up for the Penn Today Newsletter

[IMG: A Colorado wild fire burns behind homes.]

Business & Law
[H3]
Does your insurance protect you from climate risk?

[IMG: Shaun Ossei-Owusu]

Business & Law
[H3]
The inner workings of the American legal system

[IMG: Samuel Nathan, a doctor from Ghana, and Dan Menéndez, a U.K.-trained physician]

Business & Law
[H3]
From clinic to classroom: How two physicians are rethinking healthcare through business

[IMG: A person with a computer using AI in their search.]

Business & Law
[H3]
Why you shouldn’t ask chatbots to act like an expert

[IMG: Photo of the Federal Reserve facade]

Business & Law
[H3]
The Fed explained: What it does and why it matters

[IMG: An old tv monitor.]

Business & Law
[H3]
Tracing the evolving law and business of TV

MORE NEWS VIA PENN TODAY

[IMG: Students walking along the Donga boardwalk in Kisumu.]

Natural Sciences
[H3]
At the intersection of energy and agriculture

[IMG: Aerial view of fields at Penn Vet]

Natural Sciences
[H3]
Getting to the root of it: Why soil matters

[IMG: View of a pile of artificial turf of a soccer field.]

Natural Sciences
[H3]
Turf war: Artificial versus real grass

[IMG: Hand holding a mobile phone with sports bets lined up.]

Natural Sciences
[H3]
Why is everything gambling now?

[IMG: A young person pouring water over their head.]

Natural Sciences
[H3]
Proving climate science right

[IMG: Two people looking at the flooded highway overpass in Philadelphia after flooding from Hurricane Ida.]

Natural Sciences
[H3]
When the Schuylkill swallowed the city

VISIT PENN TODAY

Sign up for the Penn Today Newsletter

[IMG: Jiarui Wang holds up one of these programmable knot robots]

Technology
[H3]
Tiny, knotted robots jump, fly, and plant seeds

[IMG: Three students working on a robotic arm in the GRASP lab]

Technology
[H3]
Helping robotic arms solve problems using tools

[IMG: Shadow of a drone over a map of housing units.]

Technology
[H3]
Enabling robots to chart a better course

[IMG: Jacob R. Gardner, César de la Fuente and Marcelo Torres, holding a 3D-printed example of the kind of antibiotic peptide they generated]

Technology
[H3]
An AI tool to speed antibiotic discovery

[IMG: Yiduo Hao and a researcher using a microphone and a laptop outdoors.]

Technology
[H3]
SmartDJ lets users reshape audio experiences with simple words

[IMG: Senator Dave McCormick (second from left) and Andrew Hanna (left) in the lab at AirFoundry.]

Technology
[H3]
Inside NSF AIRFoundry, Senator McCormick gets a look at the future of RNA discovery

MORE NEWS VIA TODAY

[IMG: The Philly freeway submerged in water after flooding from a hurricane.]

Health & Medicine
[H3]
The public health impacts of floods

[IMG: A nurse typing on a desktop computer.]

Health & Medicine
[H3]
AI in nursing raises questions about safety, ethics, and human care

[IMG: Three Nurses using smart tv technology]

Health & Medicine
[H3]
A safe staffing policy could prevent deaths, produce savings to help fund improved staffing

[IMG: Anatomy of two kidneys]

Health & Medicine
[H3]
New CAR T treatment opens doors for kidney patients

[IMG: A person holding a GLP-1 applicator.]

Health & Medicine
[H3]
GLP-1 use linked to lower breast cancer incidence in large cohort study

[IMG: Nurses practice how to talk to patients about properly storing medications]

Health & Medicine
[H3]
To deliver hospital-level care at home, practice makes perfect

MORE NEWS VIA PENN TODAY

[IMG: A person jumping in the double dutch ropes on the Penn Museum courtyard.]

Campus & Community
[H3]
A celebration of freedom, wellness, and community

[IMG: College hall in summer.]

Campus & Community
[H3]
Awards and accolades for Penn faculty, faculty emeritus, and graduate students

[IMG: Housing Market]

Campus & Community
[H3]
The housing market

[IMG: College Hall.]

Campus & Community
[H3]
‘Horizons’ podcast looks to the future of arts and science education

[IMG: People celebrating in the audience at the Models of Excellence celebration.]

Campus & Community
[H3]
A celebration of staff excellence

[IMG: A Juneteenth celebration in front of the Penn Museum.]

Campus & Community
[H3]
A festival of community, culture, and freedom

MORE NEWS VIA PENN TODAY

[IMG: Study abroad programs for global education learning concept.]

Global
[H3]
One School’s push for hosting and spearheading international fieldwork

[IMG: A wave in the ocean.]

Global
[H3]
Financing resilience for ocean economies

[IMG: Members of the Perry World House Geneva cohort standing in front of UN flags.]

Global
[H3]
Learning from the practitioners of statecraft

[IMG: Students at the Mokolodi Nature Reserve in Gaborone, Botswana.]

Global
[H3]
Spring Intercultural Ventures explore geopolitics and economic change on the ground

[IMG: A person carries an Iranian flag to place on the site of an attack.]

Global
[H3]
Expert viewpoints on the Iran war

[IMG: A group photo in front of a borehole drilling machine at Alna Farms in Gambia.]

Global
[H3]
Solar solutions for farmers in The Gambia

VISIT PENN TODAY

Sign up for the Penn Today Newsletter

[IMG: graduate research student working in thermal architecture lab at pennovation center]

[H3] Technology

[H2]

Beating the heat: Designing cooling for bodies in motion

Dorit Aviv, director of Weitzman’s Thermal Architecture Lab, studies how humans, technology, and design intersect, paving the way for the development of novel approaches to cooling people efficiently.

LEARN MORE

Jun
23
Talks

[H3]
Medical & Scientific Construction(s) of Race
Rana A. Hogarth, associate professor of history of science and history of medicine at the University of Pennsylvania, will examine the long history of race-making within medicine and its allied fields in the Americas. The talk will highlight the enduring influence of anti-Black racism on the development of early 20th-century eugenics. Free and open to the public. Register to attend.

Jun
23

[IMG: Nurses in the NICU.]

Talks

[H3]
Penn Nursing Alumni on Starting Independent Practices
Penn Nursing will host a webinar featuring alumni who have built and launched their own independent practices across a range of specialties. Panelists will share their personal journeys—from initial inspiration to business planning, licensing, financial considerations, and the realities of running a practice day-to-day. This session is designed for nurses, students, and alumni who are curious about clinical autonomy, innovative care models, or starting a practice of their own. Free and open to the Penn community. Register to attend.

Jun
26

[IMG: An exterior view of the Penn Museum]

Special Events

[H3]
2026 Wawa Welcome America Celebration
Penn Museum will host the annual Wawa Welcome America celebration. Participants are invited to explore more than 10,000 years of history, taking in the vibrant cultures of Africa, Asia, the Mediterranean, Mexico, and Central America through ancient artifacts, world wonders, and contemporary artworks. Visitors are invited to explore the Native North America Gallery, shaped in partnership with eight Indigenous consulting curators and offering nuance and complexity to the nation’s story as it celebrates its 250th year. The event will feature activities for all ages. Free and open to the public. Reserve tickets in advance.

MORE EVENTS VIA PENN TODAY

[H2]
Supporting our Community

Building Community, Combatting Antisemitism, Countering Hate, and Supporting Every Member of the Penn CommunityLearn more

[H2]
Title IX Compliance in Athletics

Penn's Title IX Resolution with the U.S. Department of Education Office for Civil Rights

Learn More

[IMG: Students beneath the large sculpture of the Penn shield at Penn Commons, framed by brilliant fall foliage.]
[H3] Penn Forward

[IMG: Students passing beneath the massive]
[H3] In Principle & Practice

[IMG: mark alan hughes at the kleinman center]
[H3] Climate and Sustainability Action Plan

[IMG: karen detlefsen classroom with west philly children]
[H3] Campaign for Community

[IMG: singh nano clean room]
[H3] Research & Innovation

[IMG: A group of graduates in caps and gowns celebrating with joy at Penn]

The Class of 2026 celebrated their achievements at Monday’s Commencement ceremony, an event that drew on the long history of Penn and the United States.

[IMG: Instagram]

@uofpenn

The ceremony may be over, but the moment they’ve been waiting for is just beginning. We asked family and friends: What’s the first thing you’re going to say to your graduate after Commencement?

[IMG: Threads]

@uofpenn

[IMG: Student in cap and gown at Penn]

Congratulations to the Class of 2026!

[IMG: Instagram]

@uofpenn

[H3] Follow us on social media

Instagram
[IMG: Instagram icon]

Facebook
[IMG: Facebook icon]

Twitter
[IMG: Twitter icon]

Flickr
[IMG: Flickr icon]

YouTube
[IMG: YouTube icon]

LinkedIn
[IMG: LinkedIn icon]

[H3] Equal Opportunity and Nondiscrimination at Penn
The University of Pennsylvania seeks talented students, faculty, and staff with a wide variety of backgrounds, experiences, and perspectives. The University of Pennsylvania does not discriminate on the basis of race, color, sex, sexual orientation, religion, creed, national origin (including shared ancestry or ethnic characteristics), citizenship status, age, disability, veteran status or any other class protected under applicable federal, state, or local law in the administration of its admissions, financial aid, educational or athletic programs, or other University-administered programs or in its employment practices. Questions or complaints regarding this policy should be directed to the executive director of the Office of Equal Opportunity Programs; Franklin Building, 3451 Walnut Street, Suite 421, Philadelphia, PA 19104-6106; or (215) 898-6993.Nondiscrimination Statement

[H2] Applying to Penn
The college application process is a meaningful journey that encourages students to reflect on themselves, their community, and their interests. Your voice matters, and we can’t wait to hear your story.
[H3] Undergraduate Admissions
When applying to Penn, undergraduates are asked to choose one of the University’s four undergraduate schools (the College, Wharton, Penn Engineering, or Penn Nursing), or a coordinated dual-degree, accelerated, or specialized program that will serve as home base throughout their academic journey. All admitted students will be admitted to the specific school or program for which they applied.
[H3] Preparing for First-Year Admission
Penn accepts the Common Application and Coalition Application. There is no preference for either format and both applications are treated equally in Penn’s process. Penn is also a proud QuestBridge partner institution.
[H3] Preparing for Transfer Admission
As with first-year admissions, the Common Application and Coalition Application are accepted for those wishing to transfer to Penn, and the use of the following resources are encouraged: Checklist and Deadlines, Curricular Requirements, Eligibility Guidelines, Transfer Credit.
[H3] Graduate Admissions
Penn’s graduate and professional programs are housed in 12 schools on one campus. Each graduate program has a separate admissions process. Applicants apply directly to the program of interest. All questions about the admissions process should be directed to the program of interest.

[IMG: Contact Building Icon]

[H2]
Undergraduate Admissions
[H3]
CONTACT

Admissions Visitor Center
Claudia Cohen Hall, Ground Floor
249 S. 36th Street
Philadelphia, PA 19104-6376
(215) 898-7507
Contact Us

[IMG: Contact Building Icon]

[H2]
Graduate Admissions
[H3]
Contact

Penn does not have a central Office of Graduate Admissions. All questions about the admissions process should be directed to your academic program of interest.

[H2] Need-based Grant Recipients
The cornerstone of Penn’s initiative to increase access for students from all socioeconomic backgrounds is its grant-based financial aid program. Since 2004, the University has awarded $4.3 billion in undergraduate aid to more than 30,000 students. Forty-six percent of traditional undergraduate students received grant-based financial aid in 2023-24. Ongoing gifts from generous alumni and supporters are expanding Penn’s robust undergraduate grant-based financial aid program and growing graduate and professional student aid to minimize the burden of debt.
Penn's All-Grant Policy

[IMG: ben franklin statue on college green]

[H2] Penn expands financial aid for middle income families
The initiative expands Penn’s long-standing commitment to need-based financial aid, guaranteeing no-loan financial aid packages to eligible students and families since 2008.Read More

[IMG: quadrangle during move in]

[H2] Penn Virtual Tour
From West Philadelphia to the comfort of your own home, we invite you to explore Penn through a virtual tour of our historic campus. Get a glimpse inside our state-of-the-art classrooms, hear from current students and faculty, and catch live performances by members of our community as you stroll down Locust Walk.
Penn Virtual Tour

[IMG: Penn virtual tour]

[IMG: A woman in a lab in front of a microscope]

[H2] Medical Service Providers
[H3] University of Pennsylvania Health System
Penn Medicine’s central source for information, including physician directories, directions to facilities, online appointment scheduling, and health advice from one of the best hospital systems in the U.S.
[H3] Penn Dental Medicine
Penn Dental provides compassionate, comprehensive dental care with dentists in every specialty. Read more about making an appointment, fees and insurance, how clinics work, and much more.
[H3] Penn Nursing
Ranked as the best nursing school in the world, Penn Nursing advances the entire nursing profession, from research and practice to policy, and delivers high quality health services through community engagement throughout the region.
[H3] OncoLink®
The award-winning comprehensive online cancer resource from the Abramson Cancer Center at Penn.

[H2] Veterinary Care Facilities
[H3] Matthew J. Ryan Veterinary Hospital
Penn Vet’s Ryan Hospital provides clinical services and around-the-clock emergency care for dogs, cats, and other domestic/companion animals.
[H3] New Bolton Center
Penn Vet’s large animal facility features one of the world’s biggest equine surgical facilities, a critical care center, a dairy, a laboratory for aquatic animal research, and one of Pennsylvania’s three animal diagnostic laboratories.

[H3] Wellness at Penn
Wellness at Penn is dedicated to caring for students during their academic journey while creating a campus-wide community of care. Our team is committed to offering a wide range of opportunities to access support, clinical resources, and practical tools to meaningfully engage with one's health and wellbeing.   Our vision is simple: we want to create a campus experience that integrates the science, theory, and practice of wellness. We will accomplish this by infusing wellness across its eight domains throughout the Penn experience through inclusive, innovative, and impactful initiatives. The eight domains of Wellness include: physical, emotional, social, intellectual, environmental, financial, occupational, and spiritual wellness. All of our initiatives are grounded in collaboration and fueled by CARE: compassion, accessibility, respect, and empowerment.Our organization is built upon two pillars that operate collaboratively to create a campus community centered on wellness:
[H3] Student Health and Counseling: Caring for Students During Their Academic Journey
Student Health and Counseling (formerly SHS and CAPS) is the primary care and psychological care division of Wellness at Penn. Our state-of-the-art medical and counseling centers are designed to provide high-quality, compassionate care for undergraduate, graduate, and professional students during their academic journey. Student Health and Counseling is committed to providing safe, accessible, cost-effective, culturally-sensitive, and student-focused care. Our team provides care for acute and chronic health problems, preventative health services, as well as mental health and counseling, crisis management, and consultations.
[H3] Public Health and Wellbeing: Creating a Community of Care
Wellness at Penn’s Public Health and Wellbeing (formerly Campus Health) division seeks to create a community of care through advocacy, education, and action. Our dedicated staff focuses on a wide variety of healthy living topics, including sleep hygiene, stress reduction, nutrition, exercise, and sexual health. Public Health and Wellbeing also consists of Immunization and Insurance Compliance.

[IMG: Contact Building Icon]

[H2]
Contact Us
[H3]
Wellness at Penn

3535 Market Street
Philadelphia PA 19104
(215) 746-9355

[IMG: A person jumping in the double dutch ropes on the Penn Museum courtyard.]

[H3]
A celebration of freedom, wellness, and community

June 16, 2026

[IMG: Jen Brady (right) and her mom seated at a kitchen table.]

[H3]
A kidney for her mom, a marathon for herself

April 7, 2026

[IMG: Deborah Burnham.]

[H3]
She helps patients find their words to cast a spell on cancer

March 4, 2026

[IMG: Karen Reivich smiling and hand gesturing while teaching a resilience workshop.]

[H3]
How can people boost resilience? Karen Reivich shares some key insights

February 27, 2026

[H2] Explore Life at Penn

Arts & Culture

Community Involvement

Groups & Organizations

Health & Wellness

Housing & Dining

Penn & Philadelphia

Safety & Security

Spirituality & Religion

Penn’s academics are boosted by its inherent culture and ecosystem of innovation. You name it, if it’s cutting-edge, the University’s faculty—and students—have their hands in it. Grounded in the liberal arts and sciences and enriched by the integrated resources of four undergraduate and 12 graduate schools, Penn offers students an unparalleled education informed by inclusivity, intellectual rigor, research, and the impetus to create new knowledge to the benefit of individuals and communities around the world.

1740
Year Founded

6,049
Total Faculty Members

8:1
Student-Faculty Ratio (Fall 2024)

All Penn Facts

[IMG: climate lectures]

[H2]
Sustainability

Penn is dedicated to promoting a sustainable culture and implementing environmentally conscious policies.

[IMG: hey day 2025]

[H2]
A Rich History

As America’s first university, Penn has a history that dates back to 1740 and shares many ties with the colonial city of Philadelphia and the birth of the nation.

[IMG: spring on campus in front of van pelt library]

[H2]
Visit Penn

We invite you to spend time on campus and see the many ways our diverse community brings excitement and discovery to Penn’s grand buildings and state-of-the-art facilities.

Penn Global

Other Strategic Initiatives

Penn Global

[IMG: penn students on camels]

Penn faculty and students share a passion for engaging with communities around the world, and Penn Global provides innumerable opportunities for them to pair passion and knowledge in ways that both enrich their academic careers and positively impact diverse people and populations all over the globe.

[H3] Global Campus
Penn is a leading institution for the range of countries represented, and cultures supported, on campus.
[H3] Global Opportunities
Whether through study abroad, service learning, or innovative travel initiatives, international experience is an indispensable part of Penn.
[H3] Global Impact
Penn’s faculty, students, and alumni use their cutting-edge research, broad expertise, and University resources to effect positive change in peoples’ lives around the world.
Penn Global

Other Strategic Initiatives

[IMG: college hall with fall leaves]
Penn has established a number of key initiatives in robust support of student and faculty work that advances the mission of the University: work that bridges the divide between knowledge and action, dismantles academic silos that impede innovation, or breaks down the economic barriers that obstruct educational equality and excellence.

[H4] Penn Integrates Knowledge Professorships
The Penn Integrates Knowledge program attracts leading professors whose discipline-crossing work creates natural bridges among the University’s 12 schools, enriching student experiences and furthering Penn’s mission to integrate knowledge in service to society.
[H4] All-grant Financial Aid
Penn’s all-grant financial aid policy significantly reduces the burden of debt and, together with its need-blind admissions policy, ensures that a Penn education is accessible to outstanding students from all backgrounds.
[H4] President's Engagement Prizes
Penn seniors compete annually for prizes that fully fund local, national, and global engagement projects during the recipient’s first post-graduation year. This robust funding enables Penn’s youngest alumni to use their knowledge to serve others in profound and impactful ways.
[H4] President's Innovation Prizes
Awarded annually to a graduating Penn senior or team of seniors, the President’s Innovation Prize provides our students a unique path to be inventive and to think broadly about cutting-edge commercial projects that also have social impact.

[H2] Penn Virtual Tour
From West Philadelphia to the comfort of your own home, we invite you to explore Penn through a virtual tour of our historic campus. Get a glimpse inside our state-of-the-art classrooms, hear from current students and faculty, and catch live performances by members of our community as you stroll down Locust Walk.
Penn Virtual Tour

[IMG: Penn virtual tour]