Preprint
Aug 2026
Guardrail-Agnostic Societal Bias Evaluation in Large Vision-Language Models
A societal bias evaluation method for large vision-language models (LVLMs) in the era of strong safety guardrails is proposed, finding that all models undesirably use user demographic information in person-irrelevant tasks.
Yusuke Hirota, Michael Boone, Arun George Zachariah et al.
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