Xiaosu Feng
PhD fellow
About
Primary research areas
AI and Professional Judgement
Human-AI Collaboration
AI in Professional Services
Rethinking Professional Expertise in the Age of AI
My research explores how AI changes professional judgment and what happens when AI becomes part of work that traditionally relies on professional knowledge, experience, and judgement. AI can provide valuable information and analysis, but it also has limitations. When professionals work with AI recommendations, they may change what they pay attention to, how they evaluate evidence, and how they reach decisions. I am interested in understanding these changes and their implications for professional work.
I focus on two connected questions: how can AI provide information and explanations in ways that help professionals think and judge effectively, rather than simply follow recommendations? And how can organizations design AI adoption, workflows, and accountability so that AI supports professional work while reducing the risks of over reliance? My research begins with auditing, where professional judgement and responsibility are central, but I am interested in how these questions extend to other knowledge intensive professions, including consulting.
My research asks what professional expertise should become as AI handles more knowledge-intensive tasks. I hope my research can contribute to organizations that use AI more thoughtfully and to a clearer understanding of what people should contribute when working alongside AI. More broadly, I want to explore what professional work and professional expertise should look like in a future where humans and AI increasingly work together