Who Guides the Guardrails?

Image of interview subject, Katya Grygorenko in front a stone wall with artictic carvings.
ORFE major Katya Grygorenko (’27) over the summer. Photo credit; Katya Grygorenko.

There’s no doubt that the summer is one of the most promising times to experiment with your research interests, and the International Internship Program (IIP) can provide awesome opportunities for Princeton students to explore those curiosities. From creating theoretical frameworks to engaging with lab-based experimentation, there’s a wide range of ways to explore research through the summer program.

I had the pleasure of sitting down with Katya Grygorenko (‘27), who spent her summer doing research on artificial intelligence (AI) for the Center for the Study of Democracy (CSD), a public policy institute based in Sofia, Bulgaria. The rise of Large Language Learning Models (LLMs) like OpenAI’s ChatGPT and other AI systems has inspired uncertainty, and even fear. The idea of a “black box where people don’t really know what’s going on”, as Grygorenko put it, can feel daunting to think about. But the idea of tackling the ethical challenges of implementing these complex digital systems didn’t scare Grygorenko at allit excited her.

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Mentorship Matters: A Summer of Research and Growth

This image shows a lab technician pipetting a clear solution into an another orange-colored solution inside a fume hood in a lab
Photo of a chem-bioengineering lab, photo credit to Iris Rubinstein.

When I first walked into the lab this summer, I thought research was all about running experiments and gathering data. What I didn’t expect was how much the people around me—the mentorship and the shared triumphs and failures—would shape so much of my learning and how I view scientific research. 

Starting a research position at a bioengineering lab over the summer was really intimidating for me, especially as an undergraduate. At the start, I felt like the most inexperienced person in a room full of graduate students, postdocs, and faculty who seem to have it all figured out. Although I’ve learned or at least seen a lot of the quantitative and qualitative components in my Chemical and Biological Engineering course, I did not have much hands-on experience and critical thinking that comes with actually doing experiments. That’s when I realized how big of a role a mentor plays.

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