Evelyn Gius

Calibrated Ambiguity in Multimodal Language Models: Humans reach for cultural references, while models describe the picture

This work compares differences in clues generated by human vs multimodal language models, based on a novel coding rubric for calibrated ambiguity, and finds that models consistently exhibit ambiguity collapse.