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Placing AI in the Student Research Framework

SARSEF’s high school research and mentorship program, PRISM, recently kicked off a second year in August 2026. At the orientation event, students connected with their cohort of peers and “matched” with a mentor for the semester, with whom they will be working on an original research project. Students and mentors also worked together to create a shared understanding and set of rules for the use of artificial intelligence (AI) in a research framework.

As different forms of AI (notably chatbots such as ChatGPT and Claude) have become increasingly prevalent in how people interact with technology in their daily lives, a major question remains about where AI belongs in education for youth. Through the PRISM program, Brianne Loya, High School Education Director at SARSEF, asked the question of “what is the place of AI in research” to the 2026 PRISM cohort.

At this point in AI’s evolution, it seems that every school, if not every classroom, is in charge of creating guidelines for their students on the appropriate use of AI in school. There are no nationally recognized frameworks for how AI should be treated in education. Similarly, few frameworks exist that students, mentors, and other professionals can look to in order to make sense of the potential role of AI in research. The SARSEF Fair has implemented a guideline for the use of AI in science fair projects, which are based on national models from the Society for Science and other institutions. These guidelines are specific for science fair projects and appeal to a range of grade levels and experiences. The guidelines encourage students to think critically about the use of AI in science fair project development, asking students to evaluate the strengths and weaknesses that current AI technologies have. However, the guidelines are not binding agreements and allow for flexibility of interpretation. The problem remained: when students are researching professionally, such as through the PRISM program, how should AI be treated?

The process of creating the shared understanding and rules for the PRISM program began with a set of questions: (1) What do we believe learning is for ourselves as students? (2) What do we broadly believe about technology, including AI? These questions helped develop the following discussion and activity about how exactly AI can be used in student research. Throughout the discussion, ideas started to pop up about technology, such as that technology is not a neutral tool and that it influences how students think, communicate, and form ideas today. A popular example that emerged is how students can use AI for writing, and whether a student is actually learning any content or skills when using AI in specific ways for writing. Students, with the help of their mentors, began to think through how AI influences learning—not through whether AI can successfully complete a research task sufficiently—and whether AI can actually help people learn or hinder critical thinking.

Students and mentors were then grouped and tasked with sorting a set of scenarios about the use of AI in the PRISM program on cards into three categories: acceptable in PRISM, not acceptable as described but may be if revised, or not acceptable in PRISM. Scenarios included asking students whether it is acceptable to have AI summarize research articles without engaging with the original content, generate research questions for the student, use AI to modify procedures, or use AI to edit writing.

Set of cards with scenarios of AI use in a research setting.
A sample of the scenario cards used in the AI sorting activity. These scenarios were created by Brianne Loya.

Every group came up with a slightly different arrangement of the scenarios between the three categories. Before a full team discussion, groups were asked to analyze the scenarios they put in the middle category of “not acceptable as described” and then either revise them to make them acceptable or ultimately move them to the not acceptable pile. Teams then discussed with the whole group how they made decisions about using AI in research, what card placements they disagreed with each other about, and whether there were principles about AI use that could be applied to other scenarios not specifically covered in the activity.

Ultimately, the activity yielded a functional AI Use Policy for the PRISM program, where acceptable and unacceptable usage of AI in research is clearly outlined. The whole group also determined that any use of AI, even if it is for grammatical editing, needs to be documented in laboratory notebooks and have a statement about how AI was used in any relevant documents, charts, or figures, if applicable. Through the activity, students and mentors together critically analyzed the use of AI and asked themselves, “Is this how I want to use AI?” considering the shared understanding of what learning means.

“We want our students to be able to make informed decisions about new technology,” says Brianne Loya. She came up with the scenarios used in the activity based on experiences and uses she encountered during her time as a science teacher in the Phoenix area.

The AI Use Policy is a resource, and each student and mentor has agency over whether or not they use AI in the first place. The policy is also a living document, where year-over-year, each cohort of students and mentors will be asked to form their own policy that reflects the nature of AI in their situation.

Written by Claire Gibson, Marketing and Communications Manager, SARSEF

Meet the 2026 PRISM Mentor Cohort

In August 2026, high school students from across Arizona gathered on the University of Arizona campus in Tucson to begin an unforgettable research journey through PRISM. Partnership for Research Inspiration in STEM Mentorship, or PRISM, is SARSEF’s high school research mentorship program, where high schoolers work directly with graduate student mentors on a research project of their design.

Mentors have been matched with students and are currently working on creating an authentic research project. Throughout the fall semester, students will work with mentors in the lab or remotely to finish a university-level research project. Throughout the program, graduate student mentors will learn about the best practices in mentorship and leadership through professional development led by SARSEF and the University of Arizona Research and Partnerships Office of Societal Impact. With that, meet the incredible 2026 PRISM mentor cohort!

“Mentorship is caring.”

Carolina Galaz is a PhD candidate in the Genetics Graduate Interdisciplinary Program (GIDP) program at the University of Arizona. Galaz is interested in understanding the genetic causes of diseases and how this information can be used to improve people’s lives. Through her participation as a PRISM mentor, Galaz hopes to gain experience in teaching and communication.

Headshot of Carolina Galaz.

“Mentorship is a discussion.”

As a returning PRISM mentor, Julia Podgorski hopes to inspire new scientists. Podgorski studies pancreatic cancer and the aorta at the University of Arizona. She can identify up to 12 different pancreatic cancer cell lines by only looking through a microscope! To Podgorski, mentorship is about asking questions, making mistakes, building patience, and having fun.

Headshot of Julia Podgorski.

“Mentorship is an invaluable experience for both mentor and mentee alike!”

Kelsey Graves is an Environmental Science Graduate Student at the University of Arizona. Graves likes to call herself a “bubble scientist” because she works with environmentally-friendly soaps in her research. By becoming a mentor, Graves is hoping to increase her confidence in communicating her lived experiences navigating STEM, higher education, and research.

Selfie photo of Kelsey Graves in an outdoor setting.

“Mentorship is the practice of investing in another person’s growth, sharing insight to help them navigate their path while sharpening your own perspective in return.”

Oluwaseun Fapohunda is a Chemistry and Biochemistry graduate student in the College of Science at the University of Arizona. Fapohunda sees mentorship as an opportunity to shape future leaders and give back to the community. Through his research, Fapohunda gets to observe how complex physical and chemical systems can be automated to reveal patterns in real-time!

Headshot of Oluwaseun Fapohunda.

“Mentorship is a gift that keeps on giving.”

As a graduate student in the School of Nutritional Sciences and Wellness at the University of Arizona, Mary Thompson hopes to grow in her career by becoming a PRISM mentor and learning how to mentor effectively. Thompson loves that she gets to talk about food all day — her research involves improving the therapeutic implementation of diet and lifestyle for people who live with chronic conditions such as diabetes.

Headshot of Mary Thompson.

“Mentorship is support through all the highs and lows.”

Holly Molinaro is an Animal Welfare professional and owns her own company called Animal Wellbeing Solutions. To Molinaro, mentorship offers opportunities for support and enlightenment for students to help them realize how amazing science can be. Molinaro loves zoos and the welfare research, conservation, and education that occur at these institutions, and is excited to bring these insights to her mentorship.

Headshot of Holly Molinaro.

“Mentorship is feeling alive.”

As a PhD student in biochemistry at the University of Arizona, Hager Shogaaledin views mentorship as a way to pass on knowledge and encourage students younger than them to do science. Shogaaledin studies cannabis sativa and is excited to learn more about how to communicate and about American culture.

“Mentorship is sharing your experience while helping others find their own path.”

Jose Daniel Castro Cisneros has a doctorate from the Department of Physics at the University of Arizona. To Cisneros, mentorship means guiding other students to explore something new and allowing them to learn from his experiences and mistakes. One thing that Cisneros likes to share from what he has learned is that Earth’s Moon is an unusual satellite because it is large and so far away from Earth. And, it is the only satellite that produces a perfect solar eclipse in the solar system!

Headshot of Jose Daniel Castro Cisneros.

Learn more about the PRISM program and see what projects students have completed in the past: https://sarsef.org/programs/stem-in-practice/prism/

Celebrating PRISM: SARSEF’s Newest Program on Research Mentorship

On December 6th, 2025, SARSEF celebrated the achievement of the first cohort of PRISM by inviting friends, family, teachers, and community members to come hear about the incredible research the high school students have done with their mentors over the past 15 weeks. Students gave oral presentations on their research and then participated in a poster session where community members were able to ask questions about student experience and learn first hand about their research.

What is PRISM?

Partnership for Research Inspiration in STEM Mentorship, or PRISM, is a brand-new high school mentorship program that matches students with a graduate student mentor from the University of Arizona. Students and their mentor engage together in authentic research that answers a scientific or engineering problem. PRISM was created with the understanding that it can be challenging for high school students to do research. PRISM offers the ability to access lab space, scientific equipment, knowledge, and valuable mentorship. Title I and rural schools are prioritized in PRISM involvement.

PRISM works with the University of Arizona Office of Societal Impact to recruit graduate students from all disciplines to become mentors. Students meet with their mentors once a week on the UA campus or virtually to write a research plan, conduct research, and develop a presentation to give to the community at the PRISM Symposium. Mentors receive support from the Office of Societal Impact on developing empathetic mentorship skills and professional development.

Explore Student Research

Explore the projects students and their mentors created together.

Effects of Green Light Exposure on Cognitive and Physical Performance

Under the mentorship of Emma Louis, Ph.D. candidate in the Medical Pharmacology Graduate Program at the University of Arizona, students John and Elise investigated how exposure to green LED (GLED) light versus white LED (WLED) light affects cognitive and physical performance in healthy individuals.

Ligand Specificity in Methyl-Accepting Chemotaxis Proteins

With the mentorship of John Dorlon, a Ph.D. student in the School of Plant Sciences, students Evelyn and Annia investigated how chemoreceptors evolved to develop specialized protein structures that bind to specific ligands, initiating chemical signaling pathways in plant cells.

Analysis of Evolutionary Relationships Between Body Size and Extinction

Working with Tung Phung, a Ph.D. candidate studying Ecology and Evolutionary Biology, students Gracelyn and Sophia answer the question of how extinction will affect future body size for plants and animals.

Methylotrophic Bacteria

With Ivetka Noon, a Ph.D. student in the School of Plant Sciences, students Jazmin, Obed, and Zedan isolated methylotrophic bacteria to analyze their genetic material. Methylotrophic bacteria can live off of simple carbon chemicals such as methanol and is widespread in different environments, including the surface of leaves.

Evaluating the Effectiveness of U.S Protected Areas in Biodiversity Conservation

Tung Phung also mentored another student in research this fall! With Tung, student Michelle investigated whether protected areas in the U.S., such as national parks, sufficiently cover biodiversity by analyzing bird populations.

Helicopters and Wildlife Disturbance in the Sonoran Desert

Under the expertise of Olivia Guswiler, a masters student in the School of Natural Resources and the Environment, student Orion conducted research to answer the question of how the presence of helicopters affects the behavior of wildlife in Tucson.

Image of a research poster for Helicopters and Wildlife Disturbance in the Sonoran Desert.

Examining Legacy Mine Tailings: Assessing Risk of Arsenic Release

Mentor Xenia de Gracia Medina, a Panamanian Ph.D. student in Environmental Sciences, led students Annalie and Aleph in investigating which legacy mine sites are at the biggest risk of releasing arsenic into the environment.

Mitochondrial Phenotypes and βII-Spectrin Expression in Cancer Cells

Julia Podgorski, a Ph.D. student in Medical Pharmacology and Cellular Molecular Medicine, mentored students Ajax and Anysa with the research question of how TGF-β treatment affect βII-Spectrin expression and mitochondria in pancreatic cancer cells. βII-Spectrin is a structural support protein and a mediator for cell signaling.

Changes in Species Richness and Abundance

Eduardo Gracia, who is pursuing a master’s degree in natural resources, worked with students Ximena and Miguel on investigating whether species richness and abundance vary across different areas of Tucson.

Quad chart explaining the research question, methodology, results, and conclusion for a research project.

Sugar Availability in Pancreatic Cancer Cells and Implications in Drug Effectiveness

Monique Trujillo, a Medical Pharmacology Ph.D. student, mentored Adrian and Genevi. Together, they conducted research to answer the question of how sugar availability impacts the effectiveness of pancreatic cancer drugs in treating pancreatic ductal adenocarcinoma (PDAC).

Quad chart detailing research question, experimental plan, results, and conclusion for a research project.

Want to learn more about PRISM? Read about the program on our PRISM webpage or contact Cindy Bujanda at cindy@sarsef.org

Meet the Fall 2025 PRISM Mentor Cohort

Partnership for Research Inspiration in STEM Mentorship, or PRISM, a new program at SARSEF in collaboration with The University of Arizona Office of Societal Impact, focuses on high school mentorship in STEM research. University of Arizona graduate students or industry professionals match with two students and work together on a scientific question or engineering problem for the duration of a semester. At the end of the semester, students present to the community at the PRISM Symposium and can pursue additional presentation opportunities such as the SARSEF Fair. PRISM is an excellent opportunity for mentors to develop valuable leadership and mentorship skills while students get a first experience in the exciting world of research and develop skills such as critical thinking, collaboration, and communication. This fall, PRISM kicked off with a stellar inaugural mentor cohort. Meet the ten mentors whose work and interests span from wildlife ecology to pancreatic cancer.

Emma Louis headshot

Emma Louis

Emma is a Ph.D. Candidate in the Medical Pharmacology Graduate Program at the University of Arizona. Her current work is centered on understanding the mechanisms of green light therapy to treat various pain, neurodegenerative, and psychiatric conditions. As a Tucson native, she is grateful for the opportunity to mentor with SARSEF and give back to her community while guiding aspiring scientists in their pursuit of discovery.

Olivia Guswiler

Originally from Michigan, Olivia obtained her BSc in Zoology from Michigan State University. She made her first trek to Tucson in 2017 to study predator-prey interactions between southern grasshopper mice (Onychomys torridus) and Arizona bark scorpions (Centruroides sculpturatus). After moving here in 2019, she worked at the National Ecological Observatory Network as a field technician before managing a neuroscience lab at the University of Arizona for the past four years. Currently, Olivia is a research scientist and masters student in the School of Natural Resources and the Environment at the University of Arizona, where she is studying the influence of weather and outdoor recreation on wildlife in the Altar Valley southwest of Tucson.

Headshot of Olivia Guswiler on a small boat such as a kayak with water in the background.
Headshot of John Dorlon with a cat on his chest and shoulder.

John Dorlon

John is a Ph.D. student in the School of Plant Sciences investigating how bacteria sense and respond to their environments. His project aims to elucidate how chemoreceptors bind ligands and direct bacterial chemotaxis, with a focus on how evolutionary pressures shape chemoreceptor diversity and ligand specificity. This work builds on his longstanding interest in protein-driven biological processes. He received his B.S. In Microbiology from Oklahoma State University and is currently pursuing a PhD in Plant Pathology. Beyond the bench, John is passionate about mentoring junior researchers and sharing his enthusiasm for scientific discovery. Outside the lab, he enjoys baking bread, exploring new recipes, and unwinding with a good cup of tea and a game of chess.

Xenia De Gracia Medina

Xenia is a Panamanian Ph.D. student in Environmental Sciences at the University of Arizona, where she studies the molecular speciation and reactive transport of arsenic and heavy metals in mine tailings, focusing on how legacy mine tailings weather under different climate conditions and how this affects contaminant mobility and potential exposure risks to nearby communities. She holds bachelor’s degrees in Environmental and Geological Engineering from the Technological University of Panama and has worked in the construction and mining industry for five years before moving to the United States as a Fulbright scholar to complete an MSc in Hydrology at the University of Arizona. Her research integrates synchrotron-based X-ray Absorption Spectroscopy (XAS), X-ray diffraction (XRD), and geochemical modeling tools such as PHREEQC and Larch to examine arsenic and lead behavior in weathered tailings, with long-term goals that include improving mining waste management practices, protecting groundwater in vulnerable regions, and inspiring young women from underrepresented backgrounds to pursue careers in science and engineering.

Xenia De Gracia Medina headshot.
Night time photo of Eduardo Gracia holding a toad.

Eduardo Gracia

Eduardo was born in the heart of the Sonoran Desert, which inspired in him a passion for the natural world. He earned his bachelor’s degree in biology from the Universidad de Sonora, Mexico. Over the years, Eduardo has participated in conservation, ecological restoration, and environmental education projects in northern Sonora and southern Arizona. Currently, Eduardo is pursuing a master’s degree in natural resources at the University of Arizona, where he focuses on describing the effects of the USA-Mexico border wall on wildlife. 

Jose Daniel Castro-Cisneros

Jose Daniel is a physicist with a Ph.D. from the University of Arizona, specializing in celestial mechanics and chaotic dynamical systems. His research examines the dynamics of lunar impact ejecta and their links to near-Earth asteroids, combining theoretical models with large-scale numerical simulations. He has presented at international conferences, published in planetary science journals, and is also an award-winning educator with extensive experience teaching college-level physics and mentoring high school students in science programs.

Jose Daniel Castro-Cisneros headshot.
Julia Podgorski headshot.

Julia Podgorski

Originally from San Francisco, California, Julia earned her B.S. in Physiology with a minor in Emergency Medicine Services in 2021. During her undergraduate years, she was one of the presidents of the Physiology Club and conducted research during her free time at the Tree Ring Lab, where she developed a deep appreciation for scientific exploration. In 2023, she chose to stay in Arizona to pursue a Ph.D. in Medical Pharmacology and Cellular Molecular Medicine in the Nam Lee Lab. Her research focuses on understanding the role and effects of Beta-spectrin and mitochondrial alterations in human pancreatic cancer. Outside the lab, you can find Julia running both road and trail with her dog or out on her bike, exploring the best Arizona has to offer.

Tung Phung

Tung is a Ph.D. candidate studying Ecology and Evolutionary Biology at the University of Arizona. He arrived in Tucson after completing a bachelor’s degree at Earlham College, Indiana. He has had experience working on conservation topics in both academia and the non-profit sector. His research focuses on how the various viewpoints on biodiversity and their taxonomic biases drive conservation outcomes and knowledge gaps in existing policy. As a PRISM mentor, Tung is excited to introduce to our students the latest tools, approaches, and challenges that biologists work on every day. He believes that education is the most powerful asset for any young person, and he deems mentorship the most important determinant of student success.

Headshot of Tung Phung outside in a desert landscape
Headshot of Ivetka Noon wearing sunglasses and a wide-brimmed hat.

Ivetka Noon

Ivetka is a Ph.D. student in the School of Plant Sciences at the University of Arizona, investigating bacterial physiology and genetics. Her current research centers on Methylobacteriaceae, a family of pink-pigmented plant symbionts, which contain multiple uncharacterized chemoreceptors and unique adaptations that may be harnessed for bioremediation studies. She earned her B.S. in Molecular Biosciences and Biotechnology from Arizona State University. Afterwards, she worked as a research technician at the University of Arizona until beginning her PhD program. Her experience in research and graduate school have allowed her to thrive and deepen her appreciation for STEM fields, especially the collaborative and exploratory nature of scientific discovery. Outside of lab work, Ivetka enjoys mentoring emerging researchers and helping them build confidence through hands-on experience. She’s also a lifelong learner, animal advocate (with multiple fur children), and an avid hiker who finds joy wherever her legs can take her.

Monique Trujillo

Monique is a first-year Medical Pharmacology Ph.D. student working in Dr. Nam Lee’s Lab in the University of Arizona College of Medicine. She earned her Bachelor’s in Spring 2025 from UA where she majored in Biochemistry and Molecular and Cellular Biology. Monique’s research primarily focuses on microtubule dynamics and their role in treatment resistance in pancreatic cancer. A Tucson native, Monique participated in SARSEF and STEM outreach internships with Pima County Wastewater and the University of Arizona Bio5 Institute before her college career that inspired her to pursue a career in academic research. She is a firm believer that we can only grow as scientists when we support one another. When she is not in the lab, you can find Monique playing games with friends and family or crafting/collecting miniatures.

Headshot of Monique Trujillo with her hands together in front of her chin.

LEARN MORE ABOUT PRISM AND UPCOMING MENTORSHIP OPPORTUNITIES