Jeremy Dillmann

Evaluating Generative AI in the Lab: Methodological Challenges and Guidelines

Generative AI (GenAI) systems are inherently non-deterministic, producing varied outputs even for identical inputs. While this variability is central to their appeal, it challenges established HCI evaluation practices that typically assume consistent and predictable system behavior. Designing controlled lab studies un…