3 papers
cs.HC2026
Evaluative Dynamics of AI Integration and Expert Performance under Epistemic Dependence across Heterogeneous Stakes
Dennis Kim, Roya Daneshi, Nikhil Krishnaswamy +2
AI is increasingly integrated into expert workflows, yet how integration affects perceptions of the expert, AI, and their combination remains unclear in domains where lay users are…
cs.SE2026
Rethinking Automated Program Repair: The Impact of Bug Complexity, Fault Localization, and LLM Cost-efficiency
Junchi Liu, Ali Bigdeli, Roya Daneshi +3
Background: Software bugs remain a critical challenge in development, necessitating effective Automated Program Repair (APR) techniques. While Large Language Model (LLM)-based APR…
cs.HC2026
Asymmetric Trust Effects of Corrective AI in Expert Advisory Workflows under Epistemic Dependence
Dennis Kim, Roya Daneshi, Bruce Draper +1
The increasing integration of AI-powered tools into expert workflows, such as medicine, law, and finance, raises a critical question: how does AI involvement influence a user`s tru…