Equitable Intelligence in Practice: A Fairness Audit of Open Large Language Models for Library Reference Services

Haining Wang, Jason Clark, Angelica Peña

As libraries explore large language models (LLMs) as a scalable layer for reference services, a core fairness question follows: can LLM-based services support all patrons fairly, r…