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Author

Drew Hemment

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#artificial intelligence Preprint Sep 2026

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.

Cody Kommers, Ming-Rui Ye, Evelyn Gius et al. · 0 citations

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