2 papers
cs.AI2026
The Unwritten Benchmark: A New Challenge for Multimodal Machine Learning in Abstract Perceptual Reasoning
Garima Arya Yadav, Nilay Yilmaz, Yezhou Yang
Current multimodal models have demonstrated remarkable proficiency in recognizing static visual and auditory content. However, their capacity for abstract perceptual reasoning, inf…
cs.HC2026
When Researchers Say Mental Model/Theory of Mind of AI, What Are They Really Talking About?
Xiaoyun Yin, Elmira Zahmat Doost, Shiwen Zhou +2
When researchers claim AI systems possess ToM or mental models, they are fundamentally discussing behavioral predictions and bias corrections rather than genuine mental states. Thi…