Following the people and events that make up the research community at Duke

Students exploring the Innovation Co-Lab

Author: Ana Lucia Ochoa

Democracy Threatened: Can We Depolarize Digital Spaces?

“Israeli Mass Slaughter.” “Is Joe Biden Fit to be President?” Each time we log on to social media, potent headlines encircle us, as do the unwavering and charged opinions that fill the comment spaces. Each like, repost, or slight interaction we have with social media content is devoured by the “algorithm,” which tailors the space to our demonstrated beliefs.

So, where does this leave us? In our own personal “echo chamber,” claim the directors of Duke’s Political Polarization Lab in a recent panel.

Founded in 2018, the lab’s 40 scholars enact cutting edge research on politics and social media. This unique intersection requires a diverse team, evident in its composition of seven different disciplines and career stages. The research has proven valuable: beneficiaries include government policy-makers, non-profit organizations, and social media companies. 

The lab’s recent research project sought to probe the underlying mechanisms of our digital echo-chambers: environments where we only connect with like-minded individuals. Do we have the power to shatter the glass and expand perspectives? Researchers used bots to generate social media content of opposing party views. The content was intermixed with subject’s typical feeds, and participants were evaluated to see if their views would gradually moderate.

The results demonstrated that the more people paid attention to the bots, the more grounded in their viewpoints or polarized they became. 

Clicking the iconic Twitter bird or new “X” logo signifies a step onto the battlefield, where posts are ambushed by a flurry of rebuttals upon release.

Chris Bail, Professor of Political and Data Science, shared that 90% of these tweets are generated by a meager 6% of Twitter’s users. Those 6% identify as either very liberal or very conservative, rarely settling in a midde area. Their commitment to propagating their opinions is rewarded by the algorithm, which thrives on engagement. When reactive comments filter in, the post is boosted even more. The result is a distorted perception of social media’s community, when in truth the bulk of users are moderate and watching on the sidelines. 

Graphic from the Political Polarization Lab presentation at Duke’s 2024 Research & Innovation Week

Can this be changed? Bail described the exploration of incentives for social media users. This means rewarding both sides, fighting off the “trolls” who wreak havoc on public forums. Enter a new strategy: using bots to retweet top content creators that receive engagement from both parties.

X’s (formerly Twitter’s) Community Notes feature allows users to annotate tweets that they find misleading. This strategy includes boosting notes that annotate bipartisan creators, after finding that notes tended towards the polarized tweets.

 The results were hard to ignore: misinformation decreased by 25-35%, said Bail, saving companies millions of dollars.

Social media is democracy’s public square

Christopher bail

Instead of simply bashing younger generation’s fixation on social media, Bail urged the audience to consider the bigger picture.

“What do we want to get out of social media?” “

What’s the point and how can it be made more productive?”

On a mission to answer these questions, the Polarization Lab has set out to develop evidence-based social media by creating custom platforms. In order to test the platforms out, researchers prompted A.I. to create “digital twins” of real people, to simulate users. 

Co-Director Alex Volfovsky described the thought process that led to this idea: Running experiments on existing social media often requires dumping data into an A.I. system and interpreting results. But by building an engaging social network, researchers were able to manipulate conditions and observe causal effects.

How can the presence of a “like button” or “repost” feature affect our activity on platforms? On LinkedIn, even tweaking recommended users showed that people gain the most value from semi-distant connections.

In this exciting new field, unanswered questions ring loud. It can be frightening to place our trust in ambiguous algorithms for content moderation, especially when social media usage is at an all-time high.

After all, the media I consume has clearly trickled into my day-to-day decisions. I eat at restaurants I see on my Instagram feed, I purchase products that I see influencers promote, and I tend to read headlines that are spoon-fed to me. As a frequent social media user, I face the troubling reality of being susceptible to manipulation.

Amidst the fear, panelists stress that their research will help create a safer and more informed culture surrounding social media in pressing efforts to preserve democracy.

Post by Ana Lucia Ochoa, class of 2026
Post by Ana Lucia Ochoa, class of 2026

Computer Science Students Say: Let’s Talk About Microaggressions

Soon after taking a seat in her high-level computer science class, Duke student Kiara de Lande surveyed the room. The realization that she was one of only three women of color washed over her. It left a tang of discomfort and confusion. In her gut, she knew that she was capable of success. But then, why were there so few students that looked like her? Doubt ensued: perhaps this was not a place for her. 

de Lande was one of five members of the student advisory board for AiiCE (Alliance for Identity-Inclusive Computing Education) who reflected on their experiences as minority students in computer science in a virtual panel held Jan. 23.

As de Lande shared her story, undergraduate Kianna Bolante nodded in agreement. She too, felt that she had to “second-guess her sense of belonging and how she was perceived.” 

Berkeley ’24 graduate Bridget Agyare added that group work is crucial to success in CS classes, stressing the need for inclusion. The harm of peer micro-aggressions was brought up, the panel emphasizing the danger of stifling minority voices: “When in groups of predominantly males,” de Lande said, “my voice is on the back-burner.”

To not feel heard is to feel isolated, compounding the slam of under-confidence. Small comments here and there. Anxiety trickling in when the professor announces a group project. Peers delegating to you the “front-end” or “design” aspects, leaving the more intricate back-end components for themselves. It’s subtle. It feels like nothing glaring enough to bring attention to. So you shove the feelings to the side.

“No one reaches this level of education by mistake,” said Duke CS graduate student Jabari Kwesi. But over time, these subtle slights chip away at the assurance in your capabilities. 

Kwesi remembers the first time he spoke to a Black female professional software engineer (SWE). “Finally,” he said, “someone who understands what you’re talking about for your experience in and outside academia.”

He made this connection in a Duke course structured to facilitate conversations between students and professionals in the technology industry. In similar efforts, the Duke organization DTech is devoted to non-males in tech. Mentors provide support with peer advisors, social gatherings, and recruiter connections. It also provides access to a database of internships, guiding members during competitive job-hunting cycles. 

As university support continues to grow, students have not shied away from taking action. Bolante, for example, created her own social computing curriculum: focused on connecting student’s identities to the course material. The initiative reflects her personal realization of finding the value in her voice. 

“My personal experiences, opinions, ideas are things no one can take away from me. My voice is my strongest asset and power,” she said. 

As I listened to the declaration, I felt the resilience behind her words. It was evident that the AiiCE panelists are united in their passion for an inclusive and action-driven community. 

Kwesi highlighted the concept of “intentionality.” As a professor, one has to be conscious of the commitment to improvement. This includes making themselves available to students and accepting feedback. Some suggestions amongst the panel were “spotlights” on impactful minorities in CS. Similarly, in every technical class, mandating a societal impact section is key. Technology does not exist in a vacuum: deployment affects real people. For example, algorithms are susceptible to biases against certain groups. Algorithms are designed for tools like resume scanners and medical evaluations. These are not just lines of code- people’s livelihoods are at stake. With the surge of developments in artificial intelligence, technology is advancing more rapidly than ever. To keep bias in check, assembling interdisciplinary teams can help ensure diverse perspectives.

Above all, we must be willing to continue this conversation. There is no singular curriculum or resource that will permanently correct inequities. Johns Hopkins ’25 graduate Rosa Gao reminded the audience that inclusivity efforts are “a practice,” and “a way of moving through space” for professors and peers alike.

It can be as simple as a quick self-evaluation. As a peer: “Am I being dismissive?” “Am I holding everyone’s opinions at an equal weight?” As a professor: “How can I create assignments that will leverage the student voice?”

Each individual experience must be valued, and even successful initiatives should continue to be reinvented. As minorities, to create positive change, we must take up space. As a greater community, we must continue to care, to discuss, and to evolve. 

By Ana Lucia Ochoa, Class of 2026

New Blogger Ana Lucia Ochoa: Straying From My Path

“What is a gene?”

At 12 years old, I scribbled in my brand new pink notebook, covered in owls. I dubbed it my “question notebook,” filled with about twenty other easily-googleable questions. “A blueprint to our bodies,” was the result of my first internet search for the definition of a gene. But this blueprint had failed so many, even my own grandfather. Could it fail me down the road? Could I one day find an explanation?

By 16, I had been steadfast for years in my decision to pursue medicine. But, on the other side of perseverance is tunnel-vision. At Lyons Township High School in Western Springs, Illinois, I refused to stray the path I had meticulously designed for myself. I confined myself to chemistry, math, and biology. I bounded my limits to only APs, and only extracurriculars that “made sense.”

Perhaps the only time I strayed from the path was by pursuing competitive gymnastics until I graduated, despite 20-hour weeks and numerous insistences from my parents to quit. I was determined to keep something that did not belong to my future.

It wasn’t until class selection for my first Duke semester that I allowed myself to magnify this idea of straying from my path. I wasn’t loading up my schedule with Organic Chemistry or Physics, seeking to check off requirements for the MCAT. Instead, I was selecting Computer Science 101.

Upon beginning my new life at Duke, I felt a strange taste in my mouth whenever I was asked what I was studying. I was no longer “pre-med.” My years spent taking rigorous STEM classes and conducting independent research projects felt like a waste. I wasn’t even a gymnast anymore.

Two huge pieces of my identity had been excised, leaving gaping holes that I felt clueless at how to fill.

Sophomore year, I have been seeking out more ways in which I can stray. In pursuit of the elusive software engineering internship, I felt myself settling into a familiar mindset of: “What is most practical?” I refuse to enter this rut again. So, I enrolled in film editing, a class that has long-since sparked my interest.

I love the quote: “the best ideas are the most disruptive.” This summer, I fell in love with hiking, the solitude enveloping me in a cocoon of my wildest ideas. Alone, I can craft a business idea, or conceive an unusual plot for a movie. I can weave together the bits and pieces of my imagination.

I was drawn to film editing because of the analogy that the editor clears a path in a forest. With so many directions to go, they are responsible for compelling emotion out of the audience. I’ve found that a disruptive idea will do the same.

My draw to the Duke Research Blog stemmed from two places. First, I wanted to continue to stray from my path by re-exploring my childhood love for writing. Second, I craved time to learn about other’s disruptive ideas, in hopes of getting inspiration for some of my own.

Post by Ana Lucia Ochoa, Class of 2026

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