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#artificial intelligence Preprint Oct 2026

A Heart Means Recursion: Exploring Visual Meaning and Communication in VLMs

The findings reveal that VLMs might be capable of rich, creative, and visually-grounded communication, but their interpretation and production of visual meaning diverges from human conventions in surprising ways, and highlights both the promise and challenges of visual communication between humans and VLMs.

Alexa R. Tartaglini, Zhengxuan Wu, Thaddäus Wiedemer et al. · 0 citations
#natural language process... Preprint Sep 2026

XYEval: Agents say yes to bad advice

Effective communication between users and AI agents is essential for human-AI collaboration. The XY problem is a well-known communication pitfall where a person asks about their attempted solution rather than their actual problem. We extend prior sycophancy evaluation to the XY problem in agentic settings, evaluating w...

Zheng-Xuan Wu, Yuxuan Li, O. Tafjord et al. · 0 citations

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