michele gouiffes

Sensemaking in User-Driven Algorithm Auditing: A Case Study on Gender Bias in an Image Captioning Model

Non-experts increasingly engage in user-driven algorithm auditing, interacting directly with AI systems to probe, document, and reflect on biased behavior. Yet, auditing remains challenging due to model opacity and limited support for navigating and interpreting outputs. This paper explores the design and evaluation o…