arxiv_cs_cl · Jun 18, 2026 · paper
StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs
In brief
Multimodal large language models (MLLMs) are increasingly deployed in personally and societally consequential settings, yet the visual cues that shape how these models judge people remain poorly understood. Prior work...
evaluation