Currently pursuing a PhD in International Relations at the University of Białystok (Poland), I explore AI agents in governance, cross-cultural perspectives on AI values, and the minimal state capacity required for societies to effectively integrate AI systems. My IR and philosophy training gives me a "bird's eye view"—understanding how changes in one domain ripple across systems, how geopolitical and cultural contexts shape technology deployment, and how power dynamics (technical, economic, political) intersect.

My research examines how technological development, social norms, and political frameworks shape—and are shaped by—AI deployment and industry dynamics. When it comes to tech development, I'm particularly interested in how subtle differences in design affordances and interaction patterns can profoundly affect user experience across different cultural contexts. What fascinates me are questions many aren't yet asking: How do we develop "AI manners" as humans increasingly interact with AI agents? How can we make technical knowledge accessible so people understand their deep connection to technology? What does mutual progress (not competition) look like in AI research?

As a bridge-builder between technical, public, and policy communities, I translate complex AI/ML concepts for diverse audiences—from policymakers and business stakeholders to students and general audiences. I believe that when people understand technology better, they can live happier, more informed lives. My work draws on frameworks from AI ethics, human-AI interaction, algorithmic accountability, explainability (XAI), and sociology of technology—applying these across disciplines: international relations, innovation governance and policymaking, cultural studies, and synthetic media.

I'm currently exploring Constitutional AI frameworks and evaluation methodologies, particularly interested in how agentic systems can be both scalable and ethically aligned. My research interests include emergent disruptive technologies (EDTs), quantifying mixed-initiative co-creativity in human-AI collaborations, and understanding interaction dynamics from multiple perspectives—how users perceive AI, how AI systems are designed to interpret user behavior, and the understudied question of how different interaction styles (from "you, robot, work!" to treating AI as a conversational partner) affect system performance and user experience. I'm also interested in exploring diverse AI approaches including open-source models and non-Western systems, finding ways to apply these insights to international relations and cross-disciplinary research.